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Clyde Lee Giles
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- affiliation: Penn State, University Park, USA
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2020 – today
- 2024
[j90]John Stogin, Ankur Arjun Mali, C. Lee Giles:
A provably stable neural network Turing Machine with finite precision and time. Inf. Sci. 658: 120034 (2024)- [c405]Mukund Srinath, Pranav Narayanan Venkit, Maria Badillo, Florian Schaub, C. Lee Giles, Shomir Wilson:
Automated Detection and Analysis of Data Practices Using A Real-World Corpus. ACL (Findings) 2024: 4567-4574 - [c404]Ting-Yao Hsu
, Chieh-Yang Huang, Shih-Hong Huang, Ryan A. Rossi, Sungchul Kim, Tong Yu, C. Lee Giles, Ting-Hao Kenneth Huang:
SciCapenter: Supporting Caption Composition for Scientific Figures with Machine-Generated Captions and Ratings. CHI Extended Abstracts 2024: 284:1-284:9 - [c403]Neisarg Dave, Daniel Kifer, C. Lee Giles, Ankur Mali:
Investigating Symbolic Capabilities of Large Language Models. LNSAI@IJCAI 2024 - [i76]Neisarg Dave, Daniel Kifer, C. Lee Giles, Ankur Mali:
Stability Analysis of Various Symbolic Rule Extraction Methods from Recurrent Neural Network. CoRR abs/2402.02627 (2024) - [i75]Mukund Srinath, Pranav Venkit, Maria Badillo, Florian Schaub, C. Lee Giles, Shomir Wilson:
Automated Detection and Analysis of Data Practices Using A Real-World Corpus. CoRR abs/2402.11006 (2024) - [i74]Ting-Yao Hsu, Chieh-Yang Huang, Shih-Hong Huang, Ryan A. Rossi, Sungchul Kim, Tong Yu, C. Lee Giles, Ting-Hao K. Huang:
SciCapenter: Supporting Caption Composition for Scientific Figures with Machine-Generated Captions and Ratings. CoRR abs/2403.17784 (2024) - [i73]Neisarg Dave, Daniel Kifer, C. Lee Giles, Ankur Mali:
Investigating Symbolic Capabilities of Large Language Models. CoRR abs/2405.13209 (2024) - [i72]Levent Toksoz, Gang Tan, C. Lee Giles:
Scaling Automatic Extraction of Pseudocode. CoRR abs/2406.04635 (2024) - [i71]Siyu Wu, Alessandro Oltramari, Jonathan Francis, C. Lee Giles, Frank E. Ritter:
Cognitive LLMs: Towards Integrating Cognitive Architectures and Large Language Models for Manufacturing Decision-making. CoRR abs/2408.09176 (2024) - [i70]Neisarg Dave, Daniel Kifer, C. Lee Giles, Ankur Arjun Mali:
Precision, Stability, and Generalization: A Comprehensive Assessment of RNNs learnability capability for Classifying Counter and Dyck Languages. CoRR abs/2410.03118 (2024) - [i69]Levent Toksoz, Mukund Srinath, Gang Tan, C. Lee Giles:
PseudoSeer: a Search Engine for Pseudocode. CoRR abs/2411.12649 (2024) - 2023
- [c402]Zeba Karishma, Shaurya Rohatgi, Kavya Shrinivas Puranik, Jian Wu, C. Lee Giles:
ACL-Fig: A Dataset for Scientific Figure Classification. SDU@AAAI 2023 - [c401]Alexander G. Ororbia II, Ankur Arjun Mali, Daniel Kifer, C. Lee Giles:
Backpropagation-Free Deep Learning with Recursive Local Representation Alignment. AAAI 2023: 9327-9335 - [c400]Tatiana Chakravorti, Vaibhav Singh, Sarah Rajtmajer, Michael McLaughlin, Robert Fraleigh, Christopher Griffin, Anthony Kwasnica, David M. Pennock, C. Lee Giles:
Artificial Prediction Markets Present a Novel Opportunity for Human-AI Collaboration. AAMAS 2023: 2304-2306 - [c399]Mukund Srinath, Lee Matheson, Pranav Narayanan Venkit, Gabriela Zanfir-Fortuna, Florian Schaub, C. Lee Giles, Shomir Wilson:
Privacy Now or Never: Large-Scale Extraction and Analysis of Dates in Privacy Policy Text. DocEng 2023: 24:1-24:4 - [c398]Mukund Srinath, Soundarya Nurani Sundareswara, Pranav Venkit, C. Lee Giles, Shomir Wilson:
Privacy Lost and Found: An Investigation at Scale of Web Privacy Policy Availability. DocEng 2023: 26:1-26:10 - [c397]Ting-Yao Hsu, Chieh-Yang Huang, Ryan A. Rossi, Sungchul Kim, C. Lee Giles, Ting-Hao Kenneth Huang:
GPT-4 as an Effective Zero-Shot Evaluator for Scientific Figure Captions. EMNLP (Findings) 2023: 5464-5474 - [c396]Tatiana Chakravorti, Robert Fraleigh, Timothy Fritton, Michael McLaughlin, Vaibhav Singh, Christopher Griffin, Anthony Kwasnica, David M. Pennock, C. Lee Giles, Sarah Rajtmajer:
A Prototype Hybrid Prediction Market for Estimating Replicability of Published Work. HHAI 2023: 300-309 - [c395]Chieh-Yang Huang, Ting-Yao Hsu, Ryan A. Rossi, Ani Nenkova, Sungchul Kim, Gromit Yeuk-Yin Chan, Eunyee Koh, C. Lee Giles, Ting-Hao (Kenneth) Huang:
Summaries as Captions: Generating Figure Captions for Scientific Documents with Automated Text Summarization. INLG 2023: 80-92 - [i68]Zeba Karishma, Shaurya Rohatgi, Kavya Shrinivas Puranik, Jian Wu, C. Lee Giles:
ACL-Fig: A Dataset for Scientific Figure Classification. CoRR abs/2301.12293 (2023) - [i67]Chieh-Yang Huang, Ting-Yao Hsu, Ryan A. Rossi, Ani Nenkova, Sungchul Kim, Gromit Yeuk-Yin Chan, Eunyee Koh, Clyde Lee Giles, Ting-Hao Kenneth Huang:
Summaries as Captions: Generating Figure Captions for Scientific Documents with Automated Text Summarization. CoRR abs/2302.12324 (2023) - [i66]Tatiana Chakravorti, Robert Fraleigh, Timothy Fritton, Michael McLaughlin, Vaibhav Singh, Christopher Griffin, Anthony Kwasnica, David M. Pennock, C. Lee Giles, Sarah Rajtmajer:
A prototype hybrid prediction market for estimating replicability of published work. CoRR abs/2303.00866 (2023) - [i65]Ankur Arjun Mali, Alexander Ororbia, Daniel Kifer, C. Lee Giles:
On the Tensor Representation and Algebraic Homomorphism of the Neural State Turing Machine. CoRR abs/2309.14690 (2023) - [i64]Ankur Arjun Mali, Alexander Ororbia, Daniel Kifer, C. Lee Giles:
On the Computational Complexity and Formal Hierarchy of Second Order Recurrent Neural Networks. CoRR abs/2309.14691 (2023) - [i63]Ting-Yao Hsu, Chieh-Yang Huang, Ryan A. Rossi, Sungchul Kim, C. Lee Giles, Ting-Hao K. Huang:
GPT-4 as an Effective Zero-Shot Evaluator for Scientific Figure Captions. CoRR abs/2310.15405 (2023) - 2022
- [c394]Sarah Michele Rajtmajer, Christopher Griffin, Jian Wu, Robert Fraleigh, Laxmaan Balaji, Anna Cinzia Squicciarini, Anthony Kwasnica, David M. Pennock, Michael McLaughlin, Timothy Fritton, Nishanth Nakshatri, Arjun Manoj Menon, Sai Ajay Modukuri, Rajal Nivargi, Xin Wei, C. Lee Giles:
A Synthetic Prediction Market for Estimating Confidence in Published Work. AAAI 2022: 13218-13220 - [c393]Athar Sefid, C. Lee Giles:
SciBERTSUM: Extractive Summarization for Scientific Documents. DAS 2022: 688-701 - [c392]Ankur Arjun Mali, Alexander G. Ororbia II, Daniel Kifer, C. Lee Giles:
Neural JPEG: End-to-End Image Compression Leveraging a Standard JPEG Encoder-Decoder. DCC 2022: 471 - [c391]Jian Wu, Ryan Hiltabrand, Dominik Soós, C. Lee Giles:
Scholarly big data quality assessment: a case study of document linking and conflation with S2ORC. DocEng 2022: 16:1-16:4 - [c390]Jian Wu, Shaurya Rohatgi, Manoj K. Angadi, Kavya S. Puranik, C. Lee Giles:
Design Considerations for a Sustainable Scholarly Big Data Service. FIRE 2022: 83-87 - [c389]Alexander Ororbia, Ankur Arjun Mali, C. Lee Giles, Daniel Kifer:
Lifelong Neural Predictive Coding: Learning Cumulatively Online without Forgetting. NeurIPS 2022 - [c388]Lamia Salsabil, Jian Wu, Muntabir Hasan Choudhury, William A. Ingram, Edward A. Fox, Sarah Michele Rajtmajer, C. Lee Giles:
A Study of Computational Reproducibility using URLs Linking to Open Access Datasets and Software. WWW (Companion Volume) 2022: 784-788 - [i62]Sarah Michele Rajtmajer, Christopher Griffin, Jian Wu, Robert Fraleigh, Laxmaan Balaji, Anna Cinzia Squicciarini, Anthony Kwasnica, David M. Pennock, Michael McLaughlin, Timothy Fritton, Nishanth Nakshatri, Arjun Manoj Menon, Sai Ajay Modukuri, Rajal Nivargi, Xin Wei, C. Lee Giles:
A Synthetic Prediction Market for Estimating Confidence in Published Work. CoRR abs/2201.06924 (2022) - [i61]Athar Sefid, C. Lee Giles:
SciBERTSUM: Extractive Summarization for Scientific Documents. CoRR abs/2201.08495 (2022) - [i60]Ankur Arjun Mali, Alexander Ororbia, Daniel Kifer, C. Lee Giles:
An Empirical Analysis of Recurrent Learning Algorithms In Neural Lossy Image Compression Systems. CoRR abs/2201.11782 (2022) - [i59]Ankur Arjun Mali, Alexander Ororbia, Daniel Kifer, C. Lee Giles:
Neural JPEG: End-to-End Image Compression Leveraging a Standard JPEG Encoder-Decoder. CoRR abs/2201.11795 (2022) - [i58]Tatiana Chakravorti, Vaibhav Singh, Sarah Rajmajer, Michael McLaughlin, Robert Fraleigh, Christopher Griffin, Anthony Kwasnica, David M. Pennock, C. Lee Giles:
Artificial prediction markets present a novel opportunity for human-AI collaboration. CoRR abs/2211.16590 (2022) - 2021
- [j89]Kaixuan Zhang, Qinglong Wang, C. Lee Giles:
An Entropy Metric for Regular Grammar Classification and Learning with Recurrent Neural Networks. Entropy 23(1): 127 (2021) - [j88]Byron Reeves, Nilam Ram, Thomas N. Robinson, James J. Cummings, C. Lee Giles, Jennifer Pan, Agnese Chiatti, Mj Cho, Katie Roehrick, Xiao Yang, Anupriya Gagneja, Miriam Brinberg, Daniel Muise, Yingdan Lu, Mufan Luo, Andrew Fitzgerald, Leo Yeykelis:
Screenomics: A Framework to Capture and Analyze Personal Life Experiences and the Ways that Technology Shapes Them. Hum. Comput. Interact. 36(2): 150-201 (2021) - [j87]Feng Xia, C. Lee Giles, Huan Liu, Kuansan Wang:
Guest Editorial: Scholarly Big Data. IEEE Trans. Emerg. Top. Comput. 9(1): 200-203 (2021) - [c387]Ankur Arjun Mali, Alexander G. Ororbia II, Daniel Kifer, C. Lee Giles:
Recognizing and Verifying Mathematical Equations using Multiplicative Differential Neural Units. AAAI 2021: 5006-5015 - [c386]Sai Ajay Modukuri, Sarah Michele Rajtmajer, Anna Cinzia Squicciarini, Jian Wu, C. Lee Giles:
Understanding and Predicting Retractions of Published Work. SDU@AAAI 2021 - [c385]Krutarth Patel, Cornelia Caragea, Doina Caragea, C. Lee Giles:
Author Homepage Discovery in CiteSeerX. AAAI 2021: 15146-15155 - [c384]Mukund Srinath, Shomir Wilson, C. Lee Giles:
Privacy at Scale: Introducing the PrivaSeer Corpus of Web Privacy Policies. ACL/IJCNLP (1) 2021: 6829-6839 - [c383]Jian Wu, Shaurya Rohatgi, Sai Raghav Reddy Keesara, Jason Chhay, Kevin Kuo, Arjun Manoj Menon, Sean Parsons, Bhuvan Urgaonkar, C. Lee Giles:
Building an Accessible, Usable, Scalable, and Sustainable Service for Scholarly Big Data. IEEE BigData 2021: 141-152 - [c382]Shaurya Rohatgi, Jian Wu, C. Lee Giles:
Ranked List Fusion and Re-ranking with Pre-trained Transformers for ARQMath Lab. CLEF (Working Notes) 2021: 125-132 - [c381]Shivansh Rao, Vikas Kumar, Daniel Kifer, C. Lee Giles, Ankur Arjun Mali:
OmniLayout: Room Layout Reconstruction From Indoor Spherical Panoramas. CVPR Workshops 2021: 3706-3715 - [c380]Ankur Arjun Mali, Alexander G. Ororbia II, Dan Kifer, C. Lee Giles:
An Empirical Analysis of Recurrent Learning Algorithms in Neural Lossy Image Compression Systems. DCC 2021: 356 - [c379]Athar Sefid, Prasenjit Mitra, C. Lee Giles:
SlideGen: an abstractive section-based slide generator for scholarly documents. DocEng 2021: 11:1-11:4 - [c378]Soundarya Nurani Sundareswara, Mukund Srinath, Shomir Wilson, C. Lee Giles:
A large-scale exploration of terms of service documents on the web. DocEng 2021: 21:1-21:4 - [c377]Neisarg Dave, Riley Owen Bakes, Bart Pursel, C. Lee Giles:
Math Question Solving and MCQ Distractor Generation with attentional GRU Networks. EDM 2021 - [c376]Ting-Yao Hsu, C. Lee Giles, Ting-Hao Kenneth Huang:
SciCap: Generating Captions for Scientific Figures. EMNLP (Findings) 2021: 3258-3264 - [c375]Meng Ling, Jian Chen, Torsten Möller, Petra Isenberg, Tobias Isenberg, Michael Sedlmair, Robert S. Laramee, Han-Wei Shen, Jian Wu, C. Lee Giles:
Document Domain Randomization for Deep Learning Document Layout Extraction. ICDAR (1) 2021: 497-513 - [c374]Ankur Arjun Mali, Alexander Ororbia, Daniel Kifer, C. Lee Giles:
Recognizing Long Grammatical Sequences using Recurrent Networks Augmented with an External Differentiable Stack. ICGI 2021: 130-153 - [c373]Ankur Arjun Mali, Alexander Ororbia, Daniel Kifer, C. Lee Giles:
Investigating Backpropagation Alternatives when Learning to Dynamically Count with Recurrent Neural Networks. ICGI 2021: 154-175 - [c372]Mukund Srinath, Soundarya Nurani Sundareswara, C. Lee Giles, Shomir Wilson:
PrivaSeer: A Privacy Policy Search Engine. ICWE 2021: 286-301 - [c371]Chinmayee Rane, Seshasayee Mahadevan Subramanya, Devi Sandeep Endluri, Jian Wu, C. Lee Giles:
ChartReader: Automatic Parsing of Bar-Plots. IRI 2021: 318-325 - [c370]Shaurya Rohatgi, C. Lee Giles, Jian Wu:
What Were People Searching For? A Query Log Analysis of An Academic Search Engine. JCDL 2021: 342-343 - [c369]Sree Sai Teja Lanka, Sarah Michele Rajtmajer, Jian Wu, C. Lee Giles:
Extraction and Evaluation of Statistical Information from Social and Behavioral Science Papers. WWW (Companion Volume) 2021: 426-430 - [d1]Meng Ling, Jian Chen, Torsten Möller, Petra Isenberg, Tobias Isenberg, Michael Sedlmair, Robert S. Laramee, Han-Wei Shen, Jian Wu, C. Lee Giles:
Three Benchmark Datasets for Scholarly Article Layout Analysis. IEEE DataPort, 2021
- [i57]Nishanth Nakshatri, Arjun Manoj Menon, C. Lee Giles, Sarah Michele Rajtmajer, Christopher Griffin:
Design and Analysis of a Synthetic Prediction Market using Dynamic Convex Sets. CoRR abs/2101.01787 (2021) - [i56]Ankur Arjun Mali, Alexander Ororbia, Daniel Kifer, C. Lee Giles:
Recognizing and Verifying Mathematical Equations using Multiplicative Differential Neural Units. CoRR abs/2104.02899 (2021) - [i55]Jian Wu, Rajal Nivargi, Sree Sai Teja Lanka, Arjun Manoj Menon, Sai Ajay Modukuri, Nishanth Nakshatri, Xin Wei, Zhuoer Wang, James Caverlee, Sarah Michele Rajtmajer, C. Lee Giles:
Predicting the Reproducibility of Social and Behavioral Science Papers Using Supervised Learning Models. CoRR abs/2104.04580 (2021) - [i54]Shivansh Rao, Vikas Kumar, Daniel Kifer, C. Lee Giles, Ankur Arjun Mali:
OmniLayout: Room Layout Reconstruction from Indoor Spherical Panoramas. CoRR abs/2104.09403 (2021) - [i53]Meng Ling, Jian Chen, Torsten Möller, Petra Isenberg, Tobias Isenberg, Michael Sedlmair, Robert S. Laramee, Han-Wei Shen, Jian Wu, C. Lee Giles:
Document Domain Randomization for Deep Learning Document Layout Extraction. CoRR abs/2105.14931 (2021) - [i52]Athar Sefid, Jian Wu, Prasenjit Mitra, C. Lee Giles:
Extractive Research Slide Generation Using Windowed Labeling Ranking. CoRR abs/2106.03246 (2021) - [i51]Ting-Yao Hsu, C. Lee Giles, Ting-Hao Kenneth Huang:
SciCap: Generating Captions for Scientific Figures. CoRR abs/2110.11624 (2021) - 2020
- [j86]Bharath Kandimalla, Shaurya Rohatgi, Jian Wu, C. Lee Giles:
Large Scale Subject Category Classification of Scholarly Papers With Deep Attentive Neural Networks. Frontiers Res. Metrics Anal. 5: 600382 (2020) - [j85]Kaixuan Zhang, Qinglong Wang, Xue Liu, C. Lee Giles:
Shapley Homology: Topological Analysis of Sample Influence for Neural Networks. Neural Comput. 32(7): 1355-1378 (2020) - [j84]Ankur Arjun Mali, Alexander G. Ororbia II, C. Lee Giles:
A Neural State Pushdown Automata. IEEE Trans. Artif. Intell. 1(3): 193-205 (2020) - [j83]Alexander Ororbia, Ankur Arjun Mali, C. Lee Giles, Daniel Kifer:
Continual Learning of Recurrent Neural Networks by Locally Aligning Distributed Representations. IEEE Trans. Neural Networks Learn. Syst. 31(10): 4267-4278 (2020) - [c368]Ke Yuan, Dafang He, Zhuoren Jiang, Liangcai Gao, Zhi Tang, C. Lee Giles:
Automatic Generation of Headlines for Online Math Questions. AAAI 2020: 9490-9497 - [c367]Kaixuan Zhang, Qinglong Wang, C. Lee Giles:
Adversarial Models for Deterministic Finite Automata. Canadian AI 2020: 540-552 - [c366]Yasith Jayawardana, Alexander C. Nwala, Gavindya Jayawardena, Jian Wu, Sampath Jayarathna, Michael L. Nelson, C. Lee Giles:
Modeling Updates of Scholarly Webpages Using Archived Data. IEEE BigData 2020: 1868-1877 - [c365]Shaurya Rohatgi, Jian Wu, C. Lee Giles:
PSU at CLEF-2020 ARQMath Track: Unsupervised Re-ranking using Pretraining. CLEF (Working Notes) 2020 - [c364]Ankur Arjun Mali, Alexander G. Ororbia II, C. Lee Giles:
The Sibling Neural Estimator: Improving Iterative Image Decoding with Gradient Communication. DCC 2020: 23-32 - [c363]Shaurya Rohatgi, Zeba Karishma, Jason Chhay, Sai Raghav Reddy Keesara, Jian Wu, Cornelia Caragea, C. Lee Giles:
COVIDSeer: Extending the CORD-19 Dataset. DocEng 2020: 21:1-21:4 - [c362]Wei Zhong, Shaurya Rohatgi, Jian Wu, C. Lee Giles, Richard Zanibbi:
Accelerating Substructure Similarity Search for Formula Retrieval. ECIR (1) 2020: 714-727 - [c361]Jian Wu, Pei Wang, Xin Wei, Sarah Michele Rajtmajer, C. Lee Giles, Christopher Griffin:
Acknowledgement Entity Recognition in CORD-19 Papers. SDP@EMNLP 2020: 10-19 - [c360]Kunho Kim, Athar Sefid, C. Lee Giles:
Learning CNF Blocking for Large-scale Author Name Disambiguation. SDP@EMNLP 2020: 72-80 - [c359]Ke Yuan, Dafang He, Xiao Yang, Zhi Tang, Daniel Kifer, C. Lee Giles:
Follow The Curve: Arbitrarily Oriented Scene Text Detection Using Key Points Spotting And Curve Prediction. ICME 2020: 1-6 - [c358]Krutarth Patel, Cornelia Caragea, Jian Wu, C. Lee Giles:
Keyphrase Extraction in Scholarly Digital Library Search Engines. ICWS 2020: 179-196 - [c357]Kaixuan Zhang, Qinglong Wang, C. Lee Giles:
Deep Learning, Grammar Transfer, and Transportation Theory. ECML/PKDD (2) 2020: 609-623 - [i50]Alexander Ororbia, Ankur Arjun Mali, Daniel Kifer, C. Lee Giles:
Reducing the Computational Burden of Deep Learning with Recursive Local Representation Alignment. CoRR abs/2002.03911 (2020) - [i49]Ankur Arjun Mali, Alexander Ororbia, Daniel Kifer, Clyde Lee Giles:
Recognizing Long Grammatical Sequences Using Recurrent Networks Augmented With An External Differentiable Stack. CoRR abs/2004.07623 (2020) - [i48]Mukund Srinath, Shomir Wilson, C. Lee Giles:
Privacy at Scale: Introducing the PrivaSeer Corpus of Web Privacy Policies. CoRR abs/2004.11131 (2020) - [i47]Ting-Hao Kenneth Huang, Chieh-Yang Huang, Chien-Kuang Cornelia Ding, Yen-Chia Hsu, C. Lee Giles:
CODA-19: Reliably Annotating Research Aspects on 10,000+ CORD-19 Abstracts Using a Non-Expert Crowd. CoRR abs/2005.02367 (2020) - [i46]John Stogin, Ankur Arjun Mali, C. Lee Giles:
Provably Stable Interpretable Encodings of Context Free Grammars in RNNs with a Differentiable Stack. CoRR abs/2006.03651 (2020) - [i45]Bharath Kandimalla, Shaurya Rohatgi, Jian Wu, C. Lee Giles:
Large Scale Subject Category Classification of Scholarly Papers with Deep Attentive Neural Networks. CoRR abs/2007.13826 (2020) - [i44]Athar Sefid, Clyde Lee Giles, Prasenjit Mitra:
Extractive Summarizer for Scholarly Articles. CoRR abs/2008.11290 (2020) - [i43]Yasith Jayawardana, Alexander C. Nwala, Gavindya Jayawardena, Jian Wu, Sampath Jayarathna, Michael L. Nelson, C. Lee Giles:
Modeling Updates of Scholarly Webpages Using Archived Data. CoRR abs/2012.03397 (2020) - [i42]Xiaoxiao Li, Rabah A. Al-Zaidy, Amy X. Zhang, Stefan Baral, Le Bao, C. Lee Giles:
Automating Document Classification with Distant Supervision to Increase the Efficiency of Systematic Reviews. CoRR abs/2012.07565 (2020)
2010 – 2019
- 2019
- [j82]Nir Nissim, Aviad Cohen, Jian Wu, Andrea Lanzi, Lior Rokach, Yuval Elovici, C. Lee Giles:
Sec-Lib: Protecting Scholarly Digital Libraries From Infected Papers Using Active Machine Learning Framework. IEEE Access 7: 110050-110073 (2019) - [c356]Xiao Yang, Madian Khabsa, Miaosen Wang, Wei Wang, Ahmed Hassan Awadallah, Daniel Kifer, C. Lee Giles:
Adversarial Training for Community Question Answer Selection Based on Multi-Scale Matching. AAAI 2019: 395-402 - [c355]Athar Sefid, Jian Wu, Allen C. Ge, Jing Zhao, Lu Liu, Cornelia Caragea, Prasenjit Mitra, C. Lee Giles:
Cleaning Noisy and Heterogeneous Metadata for Record Linking across Scholarly Big Datasets. AAAI 2019: 9601-9606 - [c354]Jian Wu, Kunho Kim, C. Lee Giles:
CiteSeerX: 20 years of service to scholarly big data. AIDR 2019: 1:1-1:4 - [c353]Bart Pursel, Crystal M. Ramsay, Nesirag Dave, Chen Liang, C. Lee Giles:
BBookX: Creating Semi-Automated Textbooks to Support Student Learning and Decrease Student Costs. iTextbooks@AIED 2019: 81-86 - [c352]Xiao Yang, Dafang He, Daniel Kifer, C. Lee Giles:
A Learning-based Text Synthesis Engine for Scene Text Detection. BMVC 2019: 94 - [c351]Kunho Kim, Shaurya Rohatgi, C. Lee Giles:
Hybrid Deep Pairwise Classification for Author Name Disambiguation. CIKM 2019: 2369-2372 - [c350]Anand Gopalakrishnan, Ankur Arjun Mali, Dan Kifer, C. Lee Giles, Alexander G. Ororbia II:
A Neural Temporal Model for Human Motion Prediction. CVPR 2019: 12116-12125 - [c349]Alexander G. Ororbia II, Ankur Arjun Mali, Jian Wu, Scott O'Connell, William Dreese, David J. Miller, C. Lee Giles:
Learned Neural Iterative Decoding for Lossy Image Compression Systems. DCC 2019: 3-12 - [c348]Chen Liang, Jianbo Ye, Han Zhao, Bart Pursel, C. Lee Giles:
Active Learning of Strict Partial Orders: A Case Study on Concept Prerequisite Relations. EDM 2019 - [c347]Behrooz Mansouri, Shaurya Rohatgi, Douglas W. Oard, Jian Wu, C. Lee Giles, Richard Zanibbi:
Tangent-CFT: An Embedding Model for Mathematical Formulas. ICTIR 2019: 11-18 - [c346]Athar Sefid, Jian Wu, Prasenjit Mitra, C. Lee Giles:
Automatic Slide Generation for Scientific Papers. SciKnow@K-CAP 2019: 11-16 - [c345]Dafang He, Xiao Yang, Dan Kifer, C. Lee Giles:
TextContourNet: A Flexible and Effective Framework for Improving Scene Text Detection Architecture With a Multi-Task Cascade. WACV 2019: 676-685 - [c344]Rabah A. Al-Zaidy, Cornelia Caragea, C. Lee Giles:
Bi-LSTM-CRF Sequence Labeling for Keyphrase Extraction from Scholarly Documents. WWW 2019: 2551-2557 - [i41]Alexander Ororbia, Ankur Arjun Mali, Daniel Kifer, C. Lee Giles:
Lifelong Neural Predictive Coding: Sparsity Yields Less Forgetting when Learning Cumulatively. CoRR abs/1905.10696 (2019) - [i40]Athar Sefid, Jian Wu, Allen C. Ge, Jing Zhao, Lu Liu, Cornelia Caragea, Prasenjit Mitra, C. Lee Giles:
Cleaning Noisy and Heterogeneous Metadata for Record Linking Across Scholarly Big Datasets. CoRR abs/1906.08470 (2019) - [i39]Ankur Arjun Mali, Alexander Ororbia, C. Lee Giles:
The Neural State Pushdown Automata. CoRR abs/1909.05233 (2019) - [i38]Kaixuan Zhang, Qinglong Wang, Xue Liu, C. Lee Giles:
Shapley Homology: Topological Analysis of Sample Influence for Neural Networks. CoRR abs/1910.06509 (2019) - [i37]Qinglong Wang, Kaixuan Zhang, Xue Liu, C. Lee Giles:
Connecting First and Second Order Recurrent Networks with Deterministic Finite Automata. CoRR abs/1911.04644 (2019) - [i36]Ankur Arjun Mali, Alexander G. Ororbia II, Clyde Lee Giles:
Sibling Neural Estimators: Improving Iterative Image Decoding with Gradient Communication. CoRR abs/1911.08478 (2019) - [i35]Ke Yuan, Dafang He, Zhuoren Jiang, Liangcai Gao, Zhi Tang, C. Lee Giles:
Automatic Generation of Headlines for Online Math Questions. CoRR abs/1912.00839 (2019) - [i34]Shaurya Rohatgi, Wei Zhong, Richard Zanibbi, Jian Wu, C. Lee Giles:
Query Auto Completion for Math Formula Search. CoRR abs/1912.04115 (2019) - 2018
- [j81]Qinglong Wang, Kaixuan Zhang, Alexander G. Ororbia II, Xinyu Xing, Xue Liu, C. Lee Giles:
An Empirical Evaluation of Rule Extraction from Recurrent Neural Networks. Neural Comput. 30(9) (2018) - [c343]Shikun Liu, C. Lee Giles, Alexander Ororbia:
Learning a Hierarchical Latent-Variable Model of 3D Shapes. 3DV 2018: 542-551 - [c342]Chen Liang, Jianbo Ye, Shuting Wang, Bart Pursel, C. Lee Giles:
Investigating Active Learning for Concept Prerequisite Learning. AAAI 2018: 7913-7919 - [c341]Dafang He, Yeqing Li, Alexander N. Gorban, Derrall Heath, Julian Ibarz, Qian Yu, Daniel Kifer, C. Lee Giles:
Large Scale Scene Text Verification with Guided Attention. ACCV (5) 2018: 260-275 - [c340]Chen Liang, Xiao Yang, Neisarg Dave, Drew Wham, Bart Pursel, C. Lee Giles:
Distractor Generation for Multiple Choice Questions Using Learning to Rank. BEA@NAACL-HLT 2018: 284-290 - [c339]Jian Wu, Bharath Kandimalla, Shaurya Rohatgi, Athar Sefid, Jianyu Mao, C. Lee Giles:
CiteSeerX-2018: A Cleansed Multidisciplinary Scholarly Big Dataset. IEEE BigData 2018: 5465-5467 - [c338]Wenbo Guo, Qinglong Wang, Kaixuan Zhang, Alexander G. Ororbia II, Sui Huang, Xue Liu, C. Lee Giles, Lin Lin, Xinyu Xing:
Defending Against Adversarial Samples Without Security through Obscurity. ICDM 2018: 137-146 - [c337]Kunho Kim, Athar Sefid, Bruce A. Weinberg, C. Lee Giles:
A Web Service for Author Name Disambiguation in Scholarly Databases. ICWS 2018: 265-273 - [c336]Agnese Chiatti, Mu Jung Cho, Anupriya Gagneja, Xiao Yang, Miriam Brinberg, Katie Roehrick, Sagnik Ray Choudhury, Nilam Ram, Byron Reeves, C. Lee Giles:
Text extraction and retrieval from smartphone screenshots: building a repository for life in media. SAC 2018: 948-955 - [c335]Rabah A. Al-Zaidy, C. Lee Giles:
Extracting Semantic Relations for Scholarly Knowledge Base Construction. ICSC 2018: 56-63 - [i33]Agnese Chiatti, Mu Jung Cho, Anupriya Gagneja, Xiao Yang, Miriam Brinberg, Katie Roehrick, Sagnik Ray Choudhury, Nilam Ram, Byron Reeves, C. Lee Giles:
Text Extraction and Retrieval from Smartphone Screenshots: Building a Repository for Life in Media. CoRR abs/1801.01316 (2018) - [i32]Qinglong Wang, Kaixuan Zhang, Alexander G. Ororbia II, Xinyu Xing, Xue Liu, C. Lee Giles:
A Comparison of Rule Extraction for Different Recurrent Neural Network Models and Grammatical Complexity. CoRR abs/1801.05420 (2018) - [i31]Chen Liang, Jianbo Ye, Han Zhao, Bart Pursel, C. Lee Giles:
Active Learning of Strict Partial Orders: A Case Study on Concept Prerequisite Relations. CoRR abs/1801.06481 (2018) - [i30]Alexander G. Ororbia II, Ankur Arjun Mali, Daniel Kifer, C. Lee Giles:
Conducting Credit Assignment by Aligning Local Representations. CoRR abs/1803.01834 (2018) - [i29]Alexander G. Ororbia II, Ankur Arjun Mali, Jian Wu, Scott O'Connell, David J. Miller, C. Lee Giles:
Learned Iterative Decoding for Lossy Image Compression Systems. CoRR abs/1803.05863 (2018) - [i28]Dafang He, Yeqing Li, Alexander N. Gorban, Derrall Heath, Julian Ibarz, Qian Yu, Daniel Kifer, C. Lee Giles:
Guided Attention for Large Scale Scene Text Verification. CoRR abs/1804.08588 (2018) - [i27]Anand Gopalakrishnan, Ankur Arjun Mali, Dan Kifer, C. Lee Giles, Alexander G. Ororbia II:
A Neural Temporal Model for Human Motion Prediction. CoRR abs/1809.03036 (2018) - [i26]Dafang He, Xiao Yang, Daniel Kifer, C. Lee Giles:
TextContourNet: a Flexible and Effective Framework for Improving Scene Text Detection Architecture with a Multi-task Cascade. CoRR abs/1809.03050 (2018) - [i25]Alexander Ororbia, Ankur Arjun Mali, C. Lee Giles, Daniel Kifer:
Online Learning of Recurrent Neural Architectures by Locally Aligning Distributed Representations. CoRR abs/1810.07411 (2018) - [i24]Qinglong Wang, Kaixuan Zhang, Xue Liu, C. Lee Giles:
Verification of Recurrent Neural Networks Through Rule Extraction. CoRR abs/1811.06029 (2018) - 2017
- [j80]Suppawong Tuarob, Conrad S. Tucker, Soundar R. T. Kumara, C. Lee Giles, Aaron L. Pincus, David E. Conroy, Nilam Ram:
How are you feeling?: A personalized methodology for predicting mental states from temporally observable physical and behavioral information. J. Biomed. Informatics 68: 1-19 (2017) - [j79]Alexander G. Ororbia II, Daniel Kifer, C. Lee Giles:
Unifying Adversarial Training Algorithms with Data Gradient Regularization. Neural Comput. 29(4): 867-887 (2017) - [c334]Rabah A. Al-Zaidy, C. Lee Giles:
A Machine Learning Approach for Semantic Structuring of Scientific Charts in Scholarly Documents. AAAI 2017: 4644-4649 - [c333]Chen Liang, Jianbo Ye, Zhaohui Wu, Bart Pursel, C. Lee Giles:
Recovering Concept Prerequisite Relations from University Course Dependencies. AAAI 2017: 4786-4791 - [c332]Dafang He, Xiao Yang, Chen Liang, Zihan Zhou, Alexander G. Ororbia II, Daniel Kifer, C. Lee Giles:
Multi-scale FCN with Cascaded Instance Aware Segmentation for Arbitrary Oriented Word Spotting in the Wild. CVPR 2017: 474-483 - [c331]Xiao Yang, Ersin Yumer, Paul Asente, Mike Kraley, Daniel Kifer, C. Lee Giles:
Learning to Extract Semantic Structure from Documents Using Multimodal Fully Convolutional Neural Networks. CVPR 2017: 4342-4351 - [c330]Rabah A. Al-Zaidy, C. Lee Giles:
Automatic Knowledge Base Construction from Scholarly Documents. DocEng 2017: 149-152 - [c329]Hung-Hsuan Chen, Jian Wu, C. Lee Giles:
Compiling Keyphrase Candidates for Scientific Literature Based on Wikipedia. TDDL/MDQual/Futurity@TPDL 2017 - [c328]Xiao Yang, Dafang He, Zihan Zhou, Daniel Kifer, C. Lee Giles:
Improving Offline Handwritten Chinese Character Recognition by Iterative Refinement. ICDAR 2017: 5-10 - [c327]Dafang He, Scott Cohen, Brian L. Price, Daniel Kifer, C. Lee Giles:
Multi-Scale Multi-Task FCN for Semantic Page Segmentation and Table Detection. ICDAR 2017: 254-261 - [c326]Xiao Yang, Dafang He, Zihan Zhou, Daniel Kifer, C. Lee Giles:
Learning to Read Irregular Text with Attention Mechanisms. IJCAI 2017: 3280-3286 - [c325]Jian Wu, Sagnik Ray Choudhury, Agnese Chiatti, Chen Liang, C. Lee Giles:
HESDK: A Hybrid Approach to Extracting Scientific Domain Knowledge Entities. JCDL 2017: 241-244 - [c324]Xiao Yang, Dafang He, Wenyi Huang, Alexander Ororbia, Zihan Zhou, Daniel Kifer, C. Lee Giles:
Smart Library: Identifying Books on Library Shelves Using Supervised Deep Learning for Scene Text Reading. JCDL 2017: 245-248 - [c323]Chen Liang, Xiao Yang, Drew Wham, Bart Pursel, Rebecca J. Passonneau, C. Lee Giles:
Distractor Generation with Generative Adversarial Nets for Automatically Creating Fill-in-the-blank Questions. K-CAP 2017: 33:1-33:4 - [c322]Agnese Chiatti, Xiao Yang, Miriam Brinberg, Mu Jung Cho, Anupriya Gagneja, Nilam Ram, Byron Reeves, C. Lee Giles:
Text Extraction from Smartphone Screenshots to Archive in situ Media Behavior. K-CAP 2017: 40:1-40:4 - [c321]Jian Wu, Athar Sefid, Allen C. Ge, C. Lee Giles:
A Supervised Learning Approach To Entity Matching Between Scholarly Big Datasets. K-CAP 2017: 41:1-41:4 - [c320]Qinglong Wang, Wenbo Guo, Kaixuan Zhang, Alexander G. Ororbia II, Xinyu Xing, Xue Liu, C. Lee Giles:
Adversary Resistant Deep Neural Networks with an Application to Malware Detection. KDD 2017: 1145-1153 - [c319]Nir Nissim, Aviad Cohen, Jian Wu, Andrea Lanzi, Lior Rokach, Yuval Elovici, C. Lee Giles:
Scholarly Digital Libraries as a Platform for Malware Distribution. SG-CRC 2017: 107-128 - [i23]Shikun Liu, Alexander G. Ororbia II, C. Lee Giles:
Learning a Hierarchical Latent-Variable Model of Voxelized 3D Shapes. CoRR abs/1705.05994 (2017) - [i22]Xiao Yang, Mehmet Ersin Yümer, Paul Asente, Mike Kraley, Daniel Kifer, C. Lee Giles:
Learning to Extract Semantic Structure from Documents Using Multimodal Fully Convolutional Neural Network. CoRR abs/1706.02337 (2017) - [i21]Kunho Kim, Athar Sefid, C. Lee Giles:
Scaling Author Name Disambiguation with CNF Blocking. CoRR abs/1709.09657 (2017) - [i20]Qinglong Wang, Kaixuan Zhang, Alexander G. Ororbia II, Xinyu Xing, Xue Liu, C. Lee Giles:
An Empirical Evaluation of Recurrent Neural Network Rule Extraction. CoRR abs/1709.10380 (2017) - [i19]Guo-Zheng Sun, C. Lee Giles, Hsing-Hen Chen, Yee-Chun Lee:
The Neural Network Pushdown Automaton: Model, Stack and Learning Simulations. CoRR abs/1711.05738 (2017) - [i18]Alexander G. Ororbia II, Patrick Haffner, David Reitter, C. Lee Giles:
Learning to Adapt by Minimizing Discrepancy. CoRR abs/1711.11542 (2017) - 2016
- [j78]Stefano V. Albrecht, Bruno Bouchard, John S. Brownstein, David L. Buckeridge, Cornelia Caragea, Kevin M. Carter, Adnan Darwiche, Blaz Fortuna, Yannick Francillette, Sébastien Gaboury, C. Lee Giles, Marko Grobelnik, Estevam R. Hruschka Jr., Jeffrey O. Kephart, Parisa Kordjamshidi, Viliam Lisý, Daniele Magazzeni, João Marques-Silva, Pierre Marquis, David R. Martinez, Marek P. Michalowski, Arash Shaban-Nejad, Zeinab Noorian, Enrico Pontelli, Alex Rogers, Stephanie Rosenthal, Dan Roth, Arunesh Sinha, William W. Streilein, Sylvie Thiébaux, Tran Cao Son, Byron C. Wallace, Toby Walsh, Michael Witbrock, Jie Zhang:
Reports of the 2016 AAAI Workshop Program. AI Mag. 37(3): 99-108 (2016) - [j77]Suppawong Tuarob, Sumit Bhatia, Prasenjit Mitra, C. Lee Giles:
AlgorithmSeer: A System for Extracting and Searching for Algorithms in Scholarly Big Data. IEEE Trans. Big Data 2(1): 3-17 (2016) - [c318]Rabah A. Al-Zaidy, Sagnik Ray Choudhury, C. Lee Giles:
Automatic Summary Generation for Scientific Data Charts. AAAI Workshop: Scholarly Big Data 2016 - [c317]Zhaohui Wu, Yang Song, C. Lee Giles:
Exploring Multiple Feature Spaces for Novel Entity Discovery. AAAI 2016: 3073-3079 - [c316]Cornelia Caragea, Jian Wu, Sujatha Das Gollapalli, C. Lee Giles:
Document Type Classification in Online Digital Libraries. AAAI 2016: 3997-4002 - [c315]Chen Liang, Shuting Wang, Zhaohui Wu, Kyle Williams, Bart Pursel, Benjamin Bräutigam, Sherwyn Saul, Hannah Williams, Kyle Bowen, C. Lee Giles:
BBookX: Building Online Open Books for Personalized Learning. AAAI 2016: 4369-4370 - [c314]Dafang He, Xiao Yang, Wenyi Huang, Zihan Zhou, Daniel Kifer, C. Lee Giles:
Aggregating Local Context for Accurate Scene Text Detection. ACCV (5) 2016: 280-296 - [c313]Kunho Kim, C. Lee Giles:
Financial Entity Record Linkage with Random Forests. DSMM@SIGMOD 2016: 13:1-13:2 - [c312]Shuting Wang, Alexander Ororbia, Zhaohui Wu, Kyle Williams, Chen Liang, Bart Pursel, C. Lee Giles:
Using Prerequisites to Extract Concept Maps fromTextbooks. CIKM 2016: 317-326 - [c311]Madian Khabsa, Zhaohui Wu, C. Lee Giles:
Towards Better Understanding of Academic Search. JCDL 2016: 111-114 - [c310]Kunho Kim, Madian Khabsa, C. Lee Giles:
Inventor Name Disambiguation for a Patent Database Using a Random Forest and DBSCAN. JCDL 2016: 269-270 - [c309]Kyle Williams, C. Lee Giles:
Improving Similar Document Retrieval Using a Recursive Pseudo Relevance Feedback Strategy. JCDL 2016: 275-276 - [c308]Sagnik Ray Choudhury, Shuting Wang, C. Lee Giles:
Curve Separation for Line Graphs in Scholarly Documents. JCDL 2016: 277-278 - [c307]Kyle Williams, Jian Wu, Zhaohui Wu, C. Lee Giles:
Information Extraction for Scholarly Digital Libraries. JCDL 2016: 287-288 - [c306]Wenyi Huang, Dafang He, Xiao Yang, Zihan Zhou, Daniel Kifer, C. Lee Giles:
Detecting Arbitrary Oriented Text in the Wild with a Visual Attention Model. ACM Multimedia 2016: 551-555 - [c305]Sagnik Ray Choudhury, Shuting Wang, C. Lee Giles:
Scalable algorithms for scholarly figure mining and semantics. SBD@SIGMOD 2016: 1 - [c304]Jian Wu, Chen Liang, Huaiyu Yang, C. Lee Giles:
CiteSeerX data: semanticizing scholarly papers. SBD@SIGMOD 2016: 2 - [c303]C. Lee Giles:
Scholarly Big Data Knowledge and Semantics. WWW (Companion Volume) 2016: 371 - [c302]Bart Pursel, Chen Liang, Shuting Wang, Zhaohui Wu, Kyle Williams, Benjamin Bräutigam, Sherwyn Saul, Hannah Williams, Kyle Bowen, C. Lee Giles:
BBookX: Design of an Automated Web-based Recommender System for the Creation of Open Learning Content. WWW (Companion Volume) 2016: 929-933 - [e11]Madian Khabsa, C. Lee Giles, Alex D. Wade:
Scholarly Big Data: AI Perspectives, Challenges, and Ideas, Papers from the 2016 AAAI Workshop, Phoenix, Arizona, USA, February 13, 2016. AAAI Technical Report WS-16-13, AAAI Press 2016 [contents] - [i17]Alexander G. Ororbia II, C. Lee Giles, Daniel Kifer:
Unifying Adversarial Training Algorithms with Flexible Deep Data Gradient Regularization. CoRR abs/1601.07213 (2016) - [i16]Kunho Kim, Madian Khabsa, C. Lee Giles:
Random Forest DBSCAN for USPTO Inventor Name Disambiguation. CoRR abs/1602.01792 (2016) - [i15]Qinglong Wang, Wenbo Guo, Kaixuan Zhang, Xinyu Xing, C. Lee Giles, Xue Liu:
Random Feature Nullification for Adversary Resistant Deep Architecture. CoRR abs/1610.01239 (2016) - [i14]Qinglong Wang, Wenbo Guo, Alexander G. Ororbia II, Xinyu Xing, Lin Lin, C. Lee Giles, Xue Liu, Peng Liu, Gang Xiong:
Using Non-invertible Data Transformations to Build Adversary-Resistant Deep Neural Networks. CoRR abs/1610.01934 (2016) - [i13]Xiao Yang, Dafang He, Wenyi Huang, Zihan Zhou, Alexander Ororbia, Dan Kifer, C. Lee Giles:
Smart Library: Identifying Books in a Library using Richly Supervised Deep Scene Text Reading. CoRR abs/1611.07385 (2016) - [i12]Qinglong Wang, Wenbo Guo, Kaixuan Zhang, Alexander G. Ororbia II, Xinyu Xing, C. Lee Giles, Xue Liu:
Learning Adversary-Resistant Deep Neural Networks. CoRR abs/1612.01401 (2016) - 2015
- [j76]Jian Wu, Kyle Mark Williams, Hung-Hsuan Chen, Madian Khabsa, Cornelia Caragea, Suppawong Tuarob, Alexander Ororbia, Douglas Jordan, Prasenjit Mitra, C. Lee Giles:
CiteSeerX: AI in a Digital Library Search Engine. AI Mag. 36(3): 35-48 (2015) - [j75]Madian Khabsa, C. Lee Giles:
Chemical entity extraction using CRF and an ensemble of extractors. J. Cheminformatics 7(S-1): S12 (2015) - [j74]Martin Krallinger, Obdulia Rabal, Florian Leitner, Miguel Vazquez, David Salgado, Zhiyong Lu, Robert Leaman, Yanan Lu, Donghong Ji, Daniel M. Lowe, Roger A. Sayle, Riza Theresa Batista-Navarro, Rafal Rak, Torsten Huber, Tim Rocktäschel, Sérgio Matos, David Campos, Buzhou Tang, Hua Xu, Tsendsuren Munkhdalai, Keun Ho Ryu, S. V. Ramanan, P. Senthil Nathan, Slavko Zitnik, Marko Bajec, Lutz Weber, Matthias Irmer, Saber A. Akhondi, Jan A. Kors, Shuo Xu, Xin An, Utpal Kumar Sikdar, Asif Ekbal, Masaharu Yoshioka, Thaer M. Dieb, Miji Choi, Karin Verspoor, Madian Khabsa, C. Lee Giles, Hongfang Liu, Ravikumar Komandur Elayavilli, Andre Lamurias, Francisco M. Couto, Hong-Jie Dai, Richard Tzong-Han Tsai, Caglar Ata, Tolga Can, Anabel Usie, Rui Alves, Isabel Segura-Bedmar, Paloma Martínez, Julen Oyarzabal, Alfonso Valencia:
The CHEMDNER corpus of chemicals and drugs and its annotation principles. J. Cheminformatics 7(S-1): S2 (2015) - [j73]Suppawong Tuarob, Line C. Pouchard, Prasenjit Mitra, C. Lee Giles:
A generalized topic modeling approach for automatic document annotation. Int. J. Digit. Libr. 16(2): 111-128 (2015) - [j72]Tarek Kanan, Sagnik Ray Choudhury, C. Lee Giles, Prashant Chandrasekar, Edward A. Fox:
Digital Library and Archiving for Qatar. Bull. IEEE Tech. Comm. Digit. Libr. 11(2) (2015) - [j71]Hung-Hsuan Chen, C. Lee Giles:
ASCOS++: An Asymmetric Similarity Measure for Weighted Networks to Address the Problem of SimRank. ACM Trans. Knowl. Discov. Data 10(2): 15:1-15:26 (2015) - [j70]Sujatha Das Gollapalli, Cornelia Caragea, Prasenjit Mitra, C. Lee Giles:
Improving Researcher Homepage Classification with Unlabeled Data. ACM Trans. Web 9(4): 17:1-17:32 (2015) - [c301]Zhaohui Wu, C. Lee Giles:
Sense-Aaware Semantic Analysis: A Multi-Prototype Word Representation Model Using Wikipedia. AAAI 2015: 2188-2194 - [c300]Wenyi Huang, Zhaohui Wu, Chen Liang, Prasenjit Mitra, C. Lee Giles:
A Neural Probabilistic Model for Context Based Citation Recommendation. AAAI 2015: 2404-2410 - [c299]Zhaohui Wu, Chen Liang, C. Lee Giles:
Storybase: Towards Building a Knowledge Base for News Events. ACL (System Demonstrations) 2015: 133-138 - [c298]Sagnik Ray Choudhury, Prasenjit Mitra, Clyde Lee Giles:
Automatic Extraction of Figures from Scholarly Documents. DocEng 2015: 47-50 - [c297]Chen Liang, Shuting Wang, Zhaohui Wu, Kyle Williams, Bart Pursel, Benjamin Bräutigam, Sherwyn Saul, Hannah Williams, Kyle Bowen, C. Lee Giles:
BBookX: An Automatic Book Creation Framework. DocEng 2015: 121-124 - [c296]Shuting Wang, Chen Liang, Zhaohui Wu, Kyle Williams, Bart Pursel, Benjamin Bräutigam, Sherwyn Saul, Hannah Williams, Kyle Bowen, C. Lee Giles:
Concept Hierarchy Extraction from Textbooks. DocEng 2015: 147-156 - [c295]Alexander G. Ororbia II, C. Lee Giles, David Reitter:
Learning a Deep Hybrid Model for Semi-Supervised Text Classification. EMNLP 2015: 471-481 - [c294]Chen Liang, Zhaohui Wu, Wenyi Huang, C. Lee Giles:
Measuring Prerequisite Relations Among Concepts. EMNLP 2015: 1668-1674 - [c293]Suppawong Tuarob, Prasenjit Mitra, C. Lee Giles:
A hybrid approach to discover semantic hierarchical sections in scholarly documents. ICDAR 2015: 1081-1085 - [c292]Madian Khabsa, Pucktada Treeratpituk, C. Lee Giles:
Online Person Name Disambiguation with Constraints. JCDL 2015: 37-46 - [c291]Pucktada Treeratpituk, Madian Khabsa, C. Lee Giles:
Automatically Generating a Concept Hierarchy with Graphs. JCDL 2015: 265-266 - [c290]Jian Wu, Jason Killian, Huaiyu Yang, Kyle Williams, Sagnik Ray Choudhury, Suppawong Tuarob, Cornelia Caragea, C. Lee Giles:
PDFMEF: A Multi-Entity Knowledge Extraction Framework for Scholarly Documents and Semantic Search. K-CAP 2015: 13:1-13:8 - [c289]Rabah A. Al-Zaidy, C. Lee Giles:
Automatic Extraction of Data from Bar Charts. K-CAP 2015: 30:1-30:4 - [c288]Alexander G. Ororbia II, David Reitter, Jian Wu, C. Lee Giles:
Online Learning of Deep Hybrid Architectures for Semi-supervised Categorization. ECML/PKDD (1) 2015: 516-532 - [c287]Dayu Yuan, Prasenjit Mitra, Huiwen Yu, C. Lee Giles:
Updating Graph Indices with a One-Pass Algorithm. SIGMOD Conference 2015: 1903-1916 - [c286]Kyle Williams, C. Lee Giles:
On the Use of Similarity Search to Detect Fake Scientific Papers. SISAP 2015: 332-338 - [c285]Alexander G. Ororbia II, Jian Wu, Madian Khabsa, Kyle Williams, Clyde Lee Giles:
Big Scholarly Data in CiteSeerX: Information Extraction from the Web. WWW (Companion Volume) 2015: 597-602 - [c284]Sagnik Ray Choudhury, Clyde Lee Giles:
An Architecture for Information Extraction from Figures in Digital Libraries. WWW (Companion Volume) 2015: 667-672 - [e10]Cornelia Caragea, C. Lee Giles, Narayan L. Bhamidipati, Doina Caragea, Sujatha Das Gollapalli, Saurabh Kataria, Huan Liu, Feng Xia:
Scholarly Big Data: AI Perspectives, Challenges, and Ideas, Papers from the 2015 AAAI Workshop, Austin, Texas, USA, January, 2015. AAAI Technical Report WS-15-13, AAAI Press 2015 [contents] - [i11]Hung-Hsuan Chen, Alexander G. Ororbia II, C. Lee Giles:
ExpertSeer: a Keyphrase Based Expert Recommender for Digital Libraries. CoRR abs/1511.02058 (2015) - [i10]Alexander G. Ororbia II, C. Lee Giles, David Reitter:
Online Semi-Supervised Learning with Deep Hybrid Boltzmann Machines and Denoising Autoencoders. CoRR abs/1511.06964 (2015) - 2014
- [j69]Suppawong Tuarob, Prasenjit Mitra, C. Lee Giles:
"Building a search engine for algorithms" by Suppawong Tuarob, Prasenjit Mitra, and C. Lee Giles with Martin Vesely as coordinator. SIGWEB Newsl. 2014(Winter): 5:1-5:9 (2014) - [c283]Jian Wu, Kyle Mark Williams, Hung-Hsuan Chen, Madian Khabsa, Cornelia Caragea, Alexander Ororbia, Douglas Jordan, C. Lee Giles:
CiteSeerX: AI in a Digital Library Search Engine. AAAI 2014: 2930-2937 - [c282]Madian Khabsa, Pucktada Treeratpituk, C. Lee Giles:
Large scale author name disambiguation in digital libraries. IEEE BigData 2014: 41-42 - [c281]Kyle Williams, Hung-Hsuan Chen, C. Lee Giles:
Supervised Ranking for Plagiarism Source Retrieval. CLEF (Working Notes) 2014: 1021-1026 - [c280]Jian Wu, Kyle Williams, Madian Khabsa, C. Lee Giles:
The impact of user corrections on a crawl-based digital library: A CiteSeerX perspective. CollaborateCom 2014: 171-176 - [c279]Kyle Williams, Hung-Hsuan Chen, C. Lee Giles:
Classifying and ranking search engine results as potential sources of plagiarism. ACM Symposium on Document Engineering 2014: 97-106 - [c278]Kyle Williams, Jian Wu, C. Lee Giles:
SimSeerX: a similar document search engine. ACM Symposium on Document Engineering 2014: 143-146 - [c277]Cornelia Caragea, Jian Wu, Alina Maria Ciobanu, Kyle Williams, Juan Pablo Fernández Ramírez, Hung-Hsuan Chen, Zhaohui Wu, C. Lee Giles:
CiteSeer x : A Scholarly Big Dataset. ECIR 2014: 311-322 - [c276]Jian Wu, Alexander Ororbia, Kyle Williams, Madian Khabsa, Zhaohui Wu, C. Lee Giles:
Utility-Based Control Feedback in a Digital Library Search Engine: Cases in CiteSeerX. Feedback Computing 2014 - [c275]Jian Wu, Pradeep B. Teregowda, Kyle Williams, Madian Khabsa, Douglas Jordan, Eric Treece, Zhaohui Wu, C. Lee Giles:
Migrating a Digital Library to a Private Cloud. IC2E 2014: 97-106 - [c274]Kyle Williams, Jian Wu, Sagnik Ray Choudhury, Madian Khabsa, C. Lee Giles:
Scholarly big data information extraction and integration in the CiteSeerχ digital library. ICDE Workshops 2014: 68-73 - [c273]Kyle Williams, Lichi Li, Madian Khabsa, Jian Wu, Patrick C. Shih, C. Lee Giles:
A Web Service for Scholarly Big Data Information Extraction. ICWS 2014: 105-112 - [c272]Zhaohui Wu, Jian Wu, Madian Khabsa, Kyle Williams, Hung-Hsuan Chen, Wenyi Huang, Suppawong Tuarob, Sagnik Ray Choudhury, Alexander Ororbia, Prasenjit Mitra, C. Lee Giles:
Towards building a scholarly big data platform: Challenges, lessons and opportunities. JCDL 2014: 117-126 - [c271]Zhaohui Wu, Wenyi Huang, Chen Liang, C. Lee Giles:
Crowd-sourcing Web knowledge for metadata extraction. JCDL 2014: 141-144 - [c270]Hung-Hsuan Chen, Madian Khabsa, C. Lee Giles:
The feasibility of investing in manual correction of metadata for a large-scale digital library. JCDL 2014: 225-228 - [c269]Wenyi Huang, Zhaohui Wu, Prasenjit Mitra, C. Lee Giles:
RefSeer: A citation recommendation system. JCDL 2014: 371-374 - [c268]Sujatha Das Gollapalli, Cornelia Caragea, Xiaoli Li, C. Lee Giles:
Document Analysis and Retrieval Tasks in Scientific Digital Libraries. RuSSIR 2014: 3-20 - [c267]Sujatha Das Gollapalli, Yanjun Qi, Prasenjit Mitra, C. Lee Giles:
Extracting Researcher Metadata with Labeled Features. SDM 2014: 740-748 - [i9]Zhaohui Wu, Dayu Yuan, Pucktada Treeratpituk, C. Lee Giles:
Science and Ethnicity: How Ethnicities Shape the Evolution of Computer Science Research Community. CoRR abs/1411.1129 (2014) - 2013
- [j68]Dayu Yuan, Prasenjit Mitra, C. Lee Giles:
Mining and Indexing Graphs for Supergraph Search. Proc. VLDB Endow. 6(10): 829-840 (2013) - [c266]Hung-Hsuan Chen, C. Lee Giles:
ASCOS: an asymmetric network structure COntext similarity measure. ASONAM 2013: 442-449 - [c265]C. Lee Giles:
Scholarly big data: information extraction and data mining. CIKM 2013: 1-2 - [c264]Zhaohui Wu, Zhenhui Li, Prasenjit Mitra, C. Lee Giles:
Can back-of-the-book indexes be automatically created? CIKM 2013: 1745-1750 - [c263]Paul Bennett, C. Lee Giles, Alon Y. Halevy, Jiawei Han, Marti A. Hearst, Jure Leskovec:
Channeling the deluge: research challenges for big data and information systems. CIKM 2013: 2537-2538 - [c262]Cornelia Caragea, C. Lee Giles, Lior Rokach, Xiaozhong Liu:
2013 international workshop on computational scientometrics: theory and applications. CIKM 2013: 2545-2546 - [c261]Kyle Williams, Hung-Hsuan Chen, Sagnik Ray Choudhury, C. Lee Giles:
Unsupervised Ranking for Plagiarism Source Retrieval Notebook for PAN at CLEF 2013. CLEF (Working Notes) 2013 - [c260]Hung-Hsuan Chen, David J. Miller, C. Lee Giles:
The predictive value of young and old links in a social network. DBSocial 2013: 43-48 - [c259]Zhaohui Wu, Sujatha Das, Zhenhui Li, Prasenjit Mitra, C. Lee Giles:
Searching online book documents and analyzing book citations. ACM Symposium on Document Engineering 2013: 81-90 - [c258]Kyle Williams, C. Lee Giles:
Near duplicate detection in an academic digital library. ACM Symposium on Document Engineering 2013: 91-94 - [c257]Pradeep B. Teregowda, Clyde Lee Giles:
Scaling SeerSuite in the Cloud. IC2E 2013: 146-155 - [c256]Sagnik Ray Choudhury, Prasenjit Mitra, Andi Kirk, Silvia Szep, Donald A. Pellegrino, Sue Jones, C. Lee Giles:
Figure Metadata Extraction from Digital Documents. ICDAR 2013: 135-139 - [c255]Suppawong Tuarob, Sumit Bhatia, Prasenjit Mitra, C. Lee Giles:
Automatic Detection of Pseudocodes in Scholarly Documents Using Machine Learning. ICDAR 2013: 738-742 - [c254]Zhaohui Wu, Prasenjit Mitra, C. Lee Giles:
Table of Contents Recognition and Extraction for Heterogeneous Book Documents. ICDAR 2013: 1205-1209 - [c253]Hung-Hsuan Chen, Liang Gou, Xiaolong (Luke) Zhang, C. Lee Giles:
Towards the Discovery of Diseases Related by Genes Using Vertex Similarity Measures. ICHI 2013: 505-510 - [c252]Sujatha Das Gollapalli, Prasenjit Mitra, C. Lee Giles:
Ranking experts using author-document-topic graphs. JCDL 2013: 87-96 - [c251]Cornelia Caragea, Adrian Silvescu, Prasenjit Mitra, C. Lee Giles:
Can't see the forest for the trees?: a citation recommendation system. JCDL 2013: 111-114 - [c250]Suppawong Tuarob, Line C. Pouchard, C. Lee Giles:
Automatic tag recommendation for metadata annotation using probabilistic topic modeling. JCDL 2013: 239-248 - [c249]Suppawong Tuarob, Prasenjit Mitra, C. Lee Giles:
A classification scheme for algorithm citation function in scholarly works. JCDL 2013: 367-368 - [c248]Sagnik Ray Choudhury, Suppawong Tuarob, Prasenjit Mitra, Lior Rokach, Andi Kirk, Silvia Szep, Donald A. Pellegrino, Sue Jones, Clyde Lee Giles:
A figure search engine architecture for a chemistry digital library. JCDL 2013: 369-370 - [c247]Hung-Hsuan Chen, Pucktada Treeratpituk, Prasenjit Mitra, C. Lee Giles:
CSSeer: an expert recommendation system based on CiteseerX. JCDL 2013: 381-382 - [c246]Zhaohui Wu, C. Lee Giles:
Measuring Term Informativeness in Context. HLT-NAACL 2013: 259-269 - [c245]Sujatha Das Gollapalli, Cornelia Caragea, Prasenjit Mitra, C. Lee Giles:
Researcher homepage classification using unlabeled data. WWW 2013: 471-482 - [e9]Cornelia Caragea, C. Lee Giles, Lior Rokach, Xiaozhong Liu:
Proceedings of the 2013 workshop on Computational scientometrics: theory & applications, CompSci@CIKM 2013, San Francisco, California, USA, October 28, 2013. ACM 2013, ISBN 978-1-4503-2414-4 [contents] - [i8]David M. Pennock, Sandip Debnath, Eric J. Glover, C. Lee Giles:
Modelling Information Incorporation in Markets, with Application to Detecting and Explaining Events. CoRR abs/1301.0594 (2013) - [i7]Frans Coetzee, Steve Lawrence, C. Lee Giles:
Bayesian Classification and Feature Selection from Finite Data Sets. CoRR abs/1301.3843 (2013) - [i6]David M. Pennock, Eric Horvitz, Steve Lawrence, C. Lee Giles:
Collaborative Filtering by Personality Diagnosis: A Hybrid Memory- and Model-Based Approach. CoRR abs/1301.3885 (2013) - [i5]Pucktada Treeratpituk, Madian Khabsa, C. Lee Giles:
Graph-based Approach to Automatic Taxonomy Generation (GraBTax). CoRR abs/1307.1718 (2013) - 2012
- [j67]Sumit Bhatia, Cornelia Caragea, Hung-Hsuan Chen, Jian Wu, Pucktada Treeratpituk, Zhaohui Wu, Madian Khabsa, Prasenjit Mitra, C. Lee Giles:
Specialized Research Datasets in the CiteSeerx Digital Library. D Lib Mag. 18(7/8) (2012) - [c244]Jing Fang, Prasenjit Mitra, Zhi Tang, C. Lee Giles:
Table Header Detection and Classification. AAAI 2012: 599-605 - [c243]Pucktada Treeratpituk, C. Lee Giles:
Name-Ethnicity Classification and Ethnicity-Sensitive Name Matching. AAAI 2012: 1141-1147 - [c242]Wenyi Huang, Saurabh Kataria, Cornelia Caragea, Prasenjit Mitra, C. Lee Giles, Lior Rokach:
Recommending citations: translating papers into references. CIKM 2012: 1910-1914 - [c241]Madian Khabsa, Pucktada Treeratpituk, C. Lee Giles:
Entity resolution using search engine results. CIKM 2012: 2363-2366 - [c240]Sujatha Das, Prasenjit Mitra, C. Lee Giles:
Phrase Pair Classification for Identifying Subtopics. ECIR 2012: 489-493 - [c239]Dayu Yuan, Prasenjit Mitra, Huiwen Yu, C. Lee Giles:
Iterative Graph Feature Mining for Graph Indexing. ICDE 2012: 198-209 - [c238]Sujatha Das Gollapalli, Prasenjit Mitra, C. Lee Giles:
Similar researcher search in academic environments. JCDL 2012: 167-170 - [c237]Madian Khabsa, Pucktada Treeratpituk, C. Lee Giles:
AckSeer: a repository and search engine for automatically extracted acknowledgments from digital libraries. JCDL 2012: 185-194 - [c236]Suppawong Tuarob, Prasenjit Mitra, C. Lee Giles:
Improving algorithm search using the algorithm co-citation network. JCDL 2012: 277-280 - [c235]Pradeep B. Teregowda, Madian Khabsa, Clyde Lee Giles:
A system for indexing tables, algorithms and figures. JCDL 2012: 343-344 - [c234]Hung-Hsuan Chen, Liang Gou, Xiaolong (Luke) Zhang, C. Lee Giles:
Discovering missing links in networks using vertex similarity measures. SAC 2012: 138-143 - [c233]Hung-Hsuan Chen, Liang Gou, Xiaolong (Luke) Zhang, C. Lee Giles:
Predicting Recent Links in FOAF Networks. SBP 2012: 156-163 - [c232]Madian Khabsa, Sharon Koppman, C. Lee Giles:
Towards Building and Analyzing a Social Network of Acknowledgments in Scientific and Academic Documents. SBP 2012: 357-364 - [c231]Madian Khabsa, Stephen Carman, Sagnik Ray Choudhury, C. Lee Giles:
A Framework for Bridging the Gap Between Open Source Search Tools. OSIR@SIGIR 2012: 32-39 - [c230]Jian Wu, Pradeep B. Teregowda, Juan Pablo Fernández Ramírez, Prasenjit Mitra, Shuyi Zheng, C. Lee Giles:
The evolution of a crawling strategy for an academic document search engine: whitelists and blacklists. WebSci 2012: 340-343 - [c229]Jian Wu, Pradeep B. Teregowda, Madian Khabsa, Stephen Carman, Douglas Jordan, Jose San Pedro Wandelmer, Xin Lu, Prasenjit Mitra, C. Lee Giles:
Web crawler middleware for search engine digital libraries: a case study for citeseerX. WIDM 2012: 57-64 - [p2]Steve Lawrence, Ian Burns, Andrew D. Back, Ah Chung Tsoi, C. Lee Giles:
Neural Network Classification and Prior Class Probabilities. Neural Networks: Tricks of the Trade (2nd ed.) 2012: 295-309 - 2011
- [j66]Seyda Ertekin, Léon Bottou, C. Lee Giles:
Nonconvex Online Support Vector Machines. IEEE Trans. Pattern Anal. Mach. Intell. 33(2): 368-381 (2011) - [j65]Bingjun Sun, Prasenjit Mitra, C. Lee Giles, Karl T. Mueller:
Identifying, Indexing, and Ranking Chemical Formulae and Chemical Names in Digital Documents. ACM Trans. Inf. Syst. 29(2): 12:1-12:38 (2011) - [j64]Yang Song, Lu Zhang, C. Lee Giles:
Automatic tag recommendation algorithms for social recommender systems. ACM Trans. Web 5(1): 4:1-4:31 (2011) - [c228]Christopher J. Duffy, Lorne Leonard, Gopal Bhatt, Xuan Yu, C. Lee Giles:
Watershed Reanalysis: Towards a National Strategy for Model-Data Integration. e-Science Workshops 2011: 61-65 - [c227]Saurabh Kataria, Prasenjit Mitra, Cornelia Caragea, C. Lee Giles:
Context Sensitive Topic Models for Author Influence in Document Networks. IJCAI 2011: 2274-2280 - [c226]Cornelia Caragea, Nathan J. McNeese, Anuj R. Jaiswal, Greg Traylor, Hyun-Woo Kim, Prasenjit Mitra, Dinghao Wu, Andrea H. Tapia, C. Lee Giles, Bernard J. Jansen, John Yen:
Classifying text messages for the haiti earthquake. ISCRAM 2011 - [c225]Sujatha Das Gollapalli, C. Lee Giles, Prasenjit Mitra, Cornelia Caragea:
On identifying academic homepages for digital libraries. JCDL 2011: 123-132 - [c224]Hung-Hsuan Chen, Liang Gou, Xiaolong Zhang, Clyde Lee Giles:
CollabSeer: a search engine for collaboration discovery. JCDL 2011: 231-240 - [c223]Sujatha Das Gollapalli, Prasenjit Mitra, C. Lee Giles:
Ranking authors in digital libraries. JCDL 2011: 251-254 - [c222]Hung-Hsuan Chen, Liang Gou, Xiaolong Zhang, Clyde Lee Giles:
Capturing missing edges in social networks using vertex similarity. K-CAP 2011: 195-196 - [c221]Qi He, Daniel Kifer, Jian Pei, Prasenjit Mitra, C. Lee Giles:
Citation recommendation without author supervision. WSDM 2011: 755-764 - [i4]Shibamouli Lahiri, Juan Pablo Fernández Ramírez, Shikha Nangia, Prasenjit Mitra, C. Lee Giles, Karl T. Mueller:
ChemXSeer Digital Library Gaussian Search. CoRR abs/1104.4601 (2011) - 2010
- [j63]Haizheng Zhang, Baojun Qiu, Kristinka Ivanova, C. Lee Giles, Henry C. Foley, John Yen:
Locality and attachedness-based temporal social network growth dynamics analysis: A case study of evolving nanotechnology scientific collaboration networks. J. Assoc. Inf. Sci. Technol. 61(5): 964-977 (2010) - [c220]Pradeep B. Teregowda, Bhuvan Urgaonkar, C. Lee Giles:
Cloud Computing: A Digital Libraries Perspective. IEEE CLOUD 2010: 115-122 - [c219]Jian Huang, Pucktada Treeratpituk, Sarah M. Taylor, C. Lee Giles:
Enhancing Cross Document Coreference of Web Documents with Context Similarity and Very Large Scale Text Categorization. COLING 2010: 483-491 - [c218]Pradeep B. Teregowda, Bhuvan Urgaonkar, C. Lee Giles:
CiteSeerx: A Cloud Perspective. HotCloud 2010 - [c217]Na Li, Leilei Zhu, Prasenjit Mitra, Karl T. Mueller, Eric Poweleit, C. Lee Giles:
oreChem ChemXSeer: a semantic digital library for chemistry. JCDL 2010: 245-254 - [c216]Liang Gou, Xiaolong Zhang, Hung-Hsuan Chen, Jung-Hyun Kim, C. Lee Giles:
Social network document ranking. JCDL 2010: 313-322 - [c215]Liang Gou, Hung-Hsuan Chen, Jung-Hyun Kim, Xiaolong Zhang, C. Lee Giles:
SNDocRank: a social network-based video search ranking framework. Multimedia Information Retrieval 2010: 367-376 - [c214]James Ze Wang, Weina Ge, Dean R. Snow, Prasenjit Mitra, C. Lee Giles:
Determining the sexual identities of prehistoric cave artists using digitized handprints: a machine learning approach. ACM Multimedia 2010: 1325-1332 - [c213]Pucktada Treeratpituk, Pradeep B. Teregowda, Jian Huang, C. Lee Giles:
SEERLAB: A System for Extracting Keyphrases from Scholarly Documents. SemEval@ACL 2010: 182-185 - [c212]Huajing Li, Yuan Tian, Wang-Chien Lee, C. Lee Giles, Meng-Chang Chen:
Personalized Feed Recommendation Service for Social Networks. SocialCom/PASSAT 2010: 96-103 - [c211]Pradeep B. Teregowda, Isaac G. Councill, Juan Pablo Fernández Ramírez, Madian Khabsa, Shuyi Zheng, C. Lee Giles:
SeerSuite: Developing a Scalable and Reliable Application Framework for Building Digital Libraries by Crawling the Web. WebApps 2010 - [c210]Yang Sun, Isaac G. Councill, C. Lee Giles:
The Ethicality of Web Crawlers. Web Intelligence 2010: 668-675 - [c209]Qi He, Jian Pei, Daniel Kifer, Prasenjit Mitra, C. Lee Giles:
Context-aware citation recommendation. WWW 2010: 421-430 - [c208]Jian Huang, Jianfeng Gao, Jiangbo Miao, Xiaolong Li, Kuansan Wang, Fritz Behr, C. Lee Giles:
Exploring web scale language models for search query processing. WWW 2010: 451-460 - [c207]Sumit Bhatia, Prasenjit Mitra, C. Lee Giles:
Finding algorithms in scientific articles. WWW 2010: 1061-1062 - [c206]C. Lee Giles, Yang Sun, Isaac G. Councill:
Measuring the web crawler ethics. WWW 2010: 1101-1102 - [c205]Liang Gou, Hung-Hsuan Chen, Jung-Hyun Kim, Xiaolong Zhang, C. Lee Giles:
SNDocRank: document ranking based on social networks. WWW 2010: 1103-1104 - [c204]Yang Sun, C. Lee Giles:
Estimating the web robot population. WWW 2010: 1189-1190 - [e8]Jane Hunter, Carl Lagoze, C. Lee Giles, Yuan-Fang Li:
Proceedings of the 2010 Joint International Conference on Digital Libraries, JCDL 2010, Gold Coast, Queensland, Australia, June 21-25, 2010. ACM 2010, ISBN 978-1-4503-0085-8 [contents] - [e7]C. Lee Giles, Marc Smith, John Yen, Haizheng Zhang:
Advances in Social Network Mining and Analysis, Second International Workshop, SNAKDD 2008, Las Vegas, NV, USA, August 24-27, 2008, Revised Selected Papers. Lecture Notes in Computer Science 5498, Springer 2010, ISBN 978-3-642-14928-3 [contents]
2000 – 2009
- 2009
- [j62]Xiaonan Lu, Saurabh Kataria, William J. Brouwer, James Ze Wang, Prasenjit Mitra, C. Lee Giles:
Automated analysis of images in documents for intelligent document search. Int. J. Document Anal. Recognit. 12(2): 65-81 (2009) - [j61]Umer Farooq, Craig H. Ganoe, John M. Carroll, C. Lee Giles:
Designing for e-science: Requirements gathering for collaboration in CiteSeer. Int. J. Hum. Comput. Stud. 67(4): 297-312 (2009) - [j60]Yang Song, Aleksander Kolcz, C. Lee Giles:
Better Naive Bayes classification for high-precision spam detection. Softw. Pract. Exp. 39(11): 1003-1024 (2009) - [c203]Jian Huang, Sarah M. Taylor, Jonathan L. Smith, Konstantinos A. Fotiadis, C. Lee Giles:
Profile Based Cross-Document Coreference Using Kernelized Fuzzy Relational Clustering. ACL/IJCNLP 2009: 414-422 - [c202]Shuyi Zheng, Ruihua Song, Ji-Rong Wen, C. Lee Giles:
Efficient record-level wrapper induction. CIKM 2009: 47-56 - [c201]Bingjun Sun, Prasenjit Mitra, C. Lee Giles:
Independent informative subgraph mining for graph information retrieval. CIKM 2009: 563-572 - [c200]Qi He, Bi Chen, Jian Pei, Baojun Qiu, Prasenjit Mitra, C. Lee Giles:
Detecting topic evolution in scientific literature: how can citations help? CIKM 2009: 957-966 - [c199]Bingjun Sun, Prasenjit Mitra, C. Lee Giles:
Learning to rank graphs for online similar graph search. CIKM 2009: 1871-1874 - [c198]Shuyi Zheng, Pavel A. Dmitriev, C. Lee Giles:
Graph-based seed selection for web-scale crawlers. CIKM 2009: 1967-1970 - [c197]Qingzhao Tan, Prasenjit Mitra, C. Lee Giles:
Effectively Searching Maps in Web Documents. ECIR 2009: 162-176 - [c196]Levent Bolelli, Seyda Ertekin, C. Lee Giles:
Topic and Trend Detection in Text Collections Using Latent Dirichlet Allocation. ECIR 2009: 776-780 - [c195]Ying Liu, Kun Bai, Prasenjit Mitra, C. Lee Giles:
Improving the Table Boundary Detection in PDFs by Fixing the Sequence Error of the Sparse Lines. ICDAR 2009: 1006-1010 - [c194]Pucktada Treeratpituk, C. Lee Giles:
Disambiguating authors in academic publications using random forests. JCDL 2009: 39-48 - [c193]Levent Bolelli, Seyda Ertekin, Ding Zhou, C. Lee Giles:
Finding topic trends in digital libraries. JCDL 2009: 69-72 - [c192]Liang Gou, Jung-Hyun Kim, Hung-Hsuan Chen, Jason Collins, Marc Goodman, Xiaolong Zhang, C. Lee Giles:
MobiSNA: a mobile video social network application. MobiDE 2009: 53-56 - [c191]Jian Huang, Sarah M. Taylor, Jonathan L. Smith, Konstantinos A. Fotiadis, C. Lee Giles:
Solving the "Who's Mark Johnson Puzzle": Information Extraction Based Cross Document Coreference. HLT-NAACL (Student Research Workshop and Doctoral Consortium) 2009: 7-12 - [c190]Su Yan, Alex Hai Wang, Dongwon Lee, C. Lee Giles:
Pairwise Constrained Clustering for Sparse and High Dimensional Feature Spaces. PAKDD 2009: 620-627 - [c189]Shuyi Zheng, Pavel A. Dmitriev, C. Lee Giles:
Graph based crawler seed selection. WWW 2009: 1089-1090 - [e6]Haizheng Zhang, Myra Spiliopoulou, Bamshad Mobasher, C. Lee Giles, Andrew McCallum, Olfa Nasraoui, Jaideep Srivastava, John Yen:
Advances in Web Mining and Web Usage Analysis, 9th International Workshop on Knowledge Discovery on the Web, WebKDD 2007, and 1st International Workshop on Social Networks Analysis, SNA-KDD 2007, San Jose, CA, USA, August 12-15, 2007. Revised Papers. Lecture Notes in Computer Science 5439, Springer 2009, ISBN 978-3-642-00527-5 [contents] - [e5]C. Lee Giles, Prasenjit Mitra, Igor Perisic, John Yen, Haizheng Zhang:
Proceedings of the 3rd Workshop on Social Network Mining and Analysis, SNAKDD 2009, Paris, France, June 28, 2009. ACM 2009, ISBN 978-1-60558-676-2 [contents] - [i3]Qingzhao Tan, Prasenjit Mitra, C. Lee Giles:
Effectively Searching Maps in Web Documents. CoRR abs/0901.3939 (2009) - 2008
- [j59]Umer Farooq, Craig H. Ganoe, John M. Carroll, Isaac G. Councill, C. Lee Giles:
Design and evaluation of awareness mechanisms in CiteSeer. Inf. Process. Manag. 44(2): 596-612 (2008) - [j58]Huajing Li, Wang-Chien Lee, Anand Sivasubramaniam, C. Lee Giles:
Workload analysis for scientific literature digital libraries. Int. J. Digit. Libr. 9(2): 139-149 (2008) - [j57]Haizheng Zhang, Marc Smith, C. Lee Giles, John Yen, Henry C. Foley:
SNAKDD 2008 social network mining and analysis postworkshop report. SIGKDD Explor. 10(2): 74-77 (2008) - [c188]Shu Huang, Qiankun Zhao, Prasenjit Mitra, C. Lee Giles:
Hierarchical Location and Topic Based Query Expansion. AAAI 2008: 1150-1155 - [c187]Saurabh Kataria, William Browuer, Prasenjit Mitra, C. Lee Giles:
Automatic Extraction of Data Points and Text Blocks from 2-Dimensional Plots in Digital Documents. AAAI 2008: 1169-1174 - [c186]Prasenjit Mitra, C. Lee Giles, Bingjun Sun, Ying Liu, Anuj R. Jaiswal:
Scientific Data and Document Processing in ChemxSeer. AAAI Spring Symposium: Semantic Scientific Knowledge Integration 2008: 51-56 - [c185]Ying Liu, Lucian Vlad Lita, Radu Stefan Niculescu, Prasenjit Mitra, C. Lee Giles:
Block-Suffix Shifting: Fast, Simultaneous Medical Concept Set Identification in Large Medical Record Corpora. AMIA 2008 - [c184]Xiaolong Zhang, Yan Qu, C. Lee Giles, Piyou Song:
CiteSense: supporting sensemaking of research literature. CHI 2008: 677-680 - [c183]Jian Huang, Omid Madani, C. Lee Giles:
Error-driven generalist+experts (edge): a multi-stage ensemble framework for text categorization. CIKM 2008: 83-92 - [c182]Yang Song, Lu Zhang, C. Lee Giles:
A sparse gaussian processes classification framework for fast tag suggestions. CIKM 2008: 93-102 - [c181]Ying Liu, Lucian Vlad Lita, Radu Stefan Niculescu, Kun Bai, Prasenjit Mitra, C. Lee Giles:
Real-time data pre-processing technique for efficient feature extraction in large scale datasets. CIKM 2008: 981-990 - [c180]Huajing Li, Zaiqing Nie, Wang-Chien Lee, C. Lee Giles, Ji-Rong Wen:
Scalable community discovery on textual data with relations. CIKM 2008: 1203-1212 - [c179]Ying Liu, Prasenjit Mitra, C. Lee Giles:
Identifying table boundaries in digital documents via sparse line detection. CIKM 2008: 1311-1320 - [c178]Qingzhao Tan, Prasenjit Mitra, C. Lee Giles:
Metadata extraction and indexing for map search in web documents. CIKM 2008: 1367-1368 - [c177]Yang Sun, Huajing Li, Isaac G. Councill, Wang-Chien Lee, C. Lee Giles:
Measuring user preference changes in digital libraries. CIKM 2008: 1497-1498 - [c176]Ying Liu, Prasenjit Mitra, C. Lee Giles:
A Fast Preprocessing Method for Table Boundary Detection: Narrowing Down the Sparse Lines Using Solely Coordinate Information. Document Analysis Systems 2008: 431-438 - [c175]Yang Song, Lu Zhang, C. Lee Giles:
A Non-parametric Approach to Pair-Wise Dynamic Topic Correlation Detection. ICDM 2008: 1031-1036 - [c174]Yang Song, C. Lee Giles:
Efficient user preference predictions using collaborative filtering. ICPR 2008: 1-4 - [c173]Yang Sun, Isaac G. Councill, C. Lee Giles:
BotSeer: An Automated Information System for Analyzing Web Robots. ICWE 2008: 108-114 - [c172]Xiaonan Lu, Brewster Kahle, James Ze Wang, C. Lee Giles:
A metadata generation system for scanned scientific volumes. JCDL 2008: 167-176 - [c171]William Browuer, Saurabh Kataria, Sujatha Das, Prasenjit Mitra, C. Lee Giles:
Segregating and extracting overlapping data points in two-dimensional plots. JCDL 2008: 276-279 - [c170]Isaac G. Councill, C. Lee Giles, Min-Yen Kan:
ParsCit: an Open-source CRF Reference String Parsing Package. LREC 2008 - [c169]Ying Liu, Lucian Vlad Lita, Radu Stefan Niculescu, Prasenjit Mitra, C. Lee Giles:
Finding a Haystack in Haystacks - Simultaneous Identification of Concepts in Large Bio-Medical Corpora. SDM 2008: 668-679 - [c168]Yang Song, Ziming Zhuang, Huajing Li, Qiankun Zhao, Jia Li, Wang-Chien Lee, C. Lee Giles:
Real-time automatic tag recommendation. SIGIR 2008: 515-522 - [c167]Ziming Zhuang, Cliff Brunk, Prasenjit Mitra, C. Lee Giles:
Towards Click-Based Models of Geographic Interests in Web Search. Web Intelligence 2008: 293-299 - [c166]Yang Sun, Huajing Li, Isaac G. Councill, Jian Huang, Wang-Chien Lee, C. Lee Giles:
Personalized ranking for digital libraries based on log analysis. WIDM 2008: 133-140 - [c165]Jian Huang, Ziming Zhuang, Jia Li, C. Lee Giles:
Collaboration over time: characterizing and modeling network evolution. WSDM 2008: 107-116 - [c164]Ziming Zhuang, Cliff Brunk, C. Lee Giles:
Modeling and visualizing geo-sensitive queries based on user clicks. LocWeb 2008: 73-76 - [c163]Ding Zhou, Shenghuo Zhu, Kai Yu, Xiaodan Song, Belle L. Tseng, Hongyuan Zha, C. Lee Giles:
Learning multiple graphs for document recommendations. WWW 2008: 141-150 - [c162]Ding Zhou, Jiang Bian, Shuyi Zheng, Hongyuan Zha, C. Lee Giles:
Exploring social annotations for information retrieval. WWW 2008: 715-724 - [c161]Bingjun Sun, Prasenjit Mitra, C. Lee Giles:
Mining, indexing, and searching for textual chemical molecule information on the web. WWW 2008: 735-744 - [i2]William J. Brouwer, Saurabh Kataria, Sujatha Das, Prasenjit Mitra, C. Lee Giles:
Automatic Identification and Data Extraction from 2-Dimensional Plots in Digital Documents. CoRR abs/0809.1802 (2008) - 2007
- [j56]Dongwon Lee, Jaewoo Kang, Prasenjit Mitra, C. Lee Giles, Byung-Won On:
Are your citations clean? Commun. ACM 50(12): 33-38 (2007) - [j55]Tsungnan Lin, C. Lee Giles:
Group-Linking Method: A Unified Benchmark for Machine Learning with Recurrent Neural Network. IEICE Trans. Fundam. Electron. Commun. Comput. Sci. 90-A(12): 2916-2929 (2007) - [j54]Umer Farooq, Yang Song, John M. Carroll, C. Lee Giles:
Social Bookmarking for Scholarly Digital Libraries. IEEE Internet Comput. 11(6): 29-35 (2007) - [j53]Haizheng Zhang, John Yen, C. Lee Giles, Bamshad Mobasher, Myra Spiliopoulou, Jaideep Srivastava, Olfa Nasraoui, Andrew McCallum:
WebKDD/SNAKDD 2007: web mining and social network analysis post-workshop report. SIGKDD Explor. 9(2): 87-92 (2007) - [j52]Ying Liu, Prasenjit Mitra, C. Lee Giles, Kun Bai:
Automatic Extraction of Table Metadata from Digital Documents. Bull. IEEE Tech. Comm. Digit. Libr. 3(2) (2007) - [c160]Ying Liu, Kun Bai, Prasenjit Mitra, C. Lee Giles:
TableRank: A Ranking Algorithm for Table Search and Retrieval. AAAI 2007: 317-322 - [c159]Haizheng Zhang, C. Lee Giles, Henry C. Foley, John Yen:
Probabilistic Community Discovery Using Hierarchical Latent Gaussian Mixture Model. AAAI 2007: 663-668 - [c158]Prasenjit Mitra, C. Lee Giles, Bingjun Sun, Ying Liu:
ChemXSeer: a digital library and data repository for chemical kinetics. CIMS 2007: 7-10 - [c157]Seyda Ertekin, Jian Huang, Léon Bottou, C. Lee Giles:
Learning on the border: active learning in imbalanced data classification. CIKM 2007: 127-136 - [c156]Qingzhao Tan, Prasenjit Mitra, C. Lee Giles:
Designing clustering-based web crawling policies for search engine crawlers. CIKM 2007: 535-544 - [c155]Yang Sun, C. Lee Giles:
Popularity Weighted Ranking for Academic Digital Libraries. ECIR 2007: 605-612 - [c154]Umer Farooq, Thomas George Kannampallil, Yang Song, Craig H. Ganoe, John M. Carroll, C. Lee Giles:
Evaluating tagging behavior in social bookmarking systems: metrics and design heuristics. GROUP 2007: 351-360 - [c153]Umer Farooq, Craig H. Ganoe, John M. Carroll, C. Lee Giles:
Supporting distributed scientific collaboration: Implications for designing the CiteSeer collaboratory. HICSS 2007: 26 - [c152]Xiaonan Lu, James Ze Wang, Prasenjit Mitra, C. Lee Giles:
Automatic Extraction of Data from 2-D Plots in Documents. ICDAR 2007: 188-192 - [c151]Ying Liu, Kun Bai, Prasenjit Mitra, C. Lee Giles:
Searching for Tables in Digital Documents. ICDAR 2007: 934-938 - [c150]Haizheng Zhang, Wei Li, Xuerui Wang, C. Lee Giles, Henry C. Foley, John Yen:
HSN-PAM: Finding Hierarchical Probabilistic Groups from Large-Scale Networks. ICDM Workshops 2007: 27-32 - [c149]Shuyi Zheng, Ding Zhou, Jia Li, C. Lee Giles:
Extracting Author Meta-Data from Web Using Visual Features. ICDM Workshops 2007: 33-40 - [c148]Shu Huang, Qiankun Zhao, Prasenjit Mitra, C. Lee Giles:
Query Expansion Using Topic and Location. ICDM Workshops 2007: 619-624 - [c147]Ding Zhou, Sergey A. Orshanskiy, Hongyuan Zha, C. Lee Giles:
Co-ranking Authors and Documents in a Heterogeneous Network. ICDM 2007: 739-744 - [c146]Ding Zhou, Isaac G. Councill, Hongyuan Zha, C. Lee Giles:
Discovering Temporal Communities from Social Network Documents. ICDM 2007: 745-750 - [c145]Huajing Li, Wang-Chien Lee, Anand Sivasubramaniam, C. Lee Giles:
A Hybrid Cache and Prefetch Mechanism for Scientific Literature Search Engines. ICWE 2007: 121-136 - [c144]Qingzhao Tan, Ziming Zhuang, Prasenjit Mitra, C. Lee Giles:
Efficiently Detecting Webpage Updates Using Samples. ICWE 2007: 285-300 - [c143]Ding Zhou, Levent Bolelli, Jia Li, C. Lee Giles, Hongyuan Zha:
Learning User Clicks in Web Search. IJCAI 2007: 1162-1167 - [c142]Haizheng Zhang, Baojun Qiu, C. Lee Giles, Henry C. Foley, John Yen:
An LDA-based Community Structure Discovery Approach for Large-Scale Social Networks. ISI 2007: 200-207 - [c141]Ying Liu, Kun Bai, Prasenjit Mitra, C. Lee Giles:
TableSeer: automatic table metadata extraction and searching in digital libraries. JCDL 2007: 91-100 - [c140]Huajing Li, Wang-Chien Lee, Anand Sivasubramaniam, C. Lee Giles:
SearchGen: a synthetic workload generator for scientific literature digital libraries and search engines. JCDL 2007: 137-146 - [c139]Su Yan, Dongwon Lee, Min-Yen Kan, C. Lee Giles:
Adaptive sorted neighborhood methods for efficient record linkage. JCDL 2007: 185-194 - [c138]Ziming Zhuang, Ergin Elmacioglu, Dongwon Lee, C. Lee Giles:
Measuring conference quality by mining program committee characteristics. JCDL 2007: 225-234 - [c137]Yang Song, Jian Huang, Isaac G. Councill, Jia Li, C. Lee Giles:
Efficient topic-based unsupervised name disambiguation. JCDL 2007: 342-351 - [c136]Yookyung Jo, Carl Lagoze, C. Lee Giles:
Detecting research topics via the correlation between graphs and texts. KDD 2007: 370-379 - [c135]Yang Song, Jian Huang, Ding Zhou, Hongyuan Zha, C. Lee Giles:
IKNN: Informative K-Nearest Neighbor Pattern Classification. PKDD 2007: 248-264 - [c134]Jian Huang, Seyda Ertekin, Yang Song, Hongyuan Zha, C. Lee Giles:
Efficient Multiclass Boosting Classification with Active Learning. SDM 2007: 297-308 - [c133]Xiaonan Lu, James Ze Wang, C. Lee Giles:
Intelligent Parsing of Scanned Volumes for Web Based Archives. ICSC 2007: 559-568 - [c132]Bingjun Sun, Prasenjit Mitra, C. Lee Giles, John Yen, Hongyuan Zha:
Topic segmentation with shared topic detection and alignment of multiple documents. SIGIR 2007: 199-206 - [c131]Seyda Ertekin, Jian Huang, C. Lee Giles:
Active learning for class imbalance problem. SIGIR 2007: 823-824 - [c130]Qingzhao Tan, Ziming Zhuang, Prasenjit Mitra, C. Lee Giles:
A clustering-based sampling approach for refreshing search engine's database. WebDB 2007 - [c129]Yang Sun, Ziming Zhuang, Isaac G. Councill, C. Lee Giles:
Determining Bias to Search Engines from Robots.txt. Web Intelligence 2007: 149-155 - [c128]Levent Bolelli, Seyda Ertekin, Ding Zhou, C. Lee Giles:
K-SVMeans: A Hybrid Clustering Algorithm for Multi-Type Interrelated Datasets. Web Intelligence 2007: 198-204 - [c127]Bingjun Sun, Qingzhao Tan, Prasenjit Mitra, C. Lee Giles:
Extraction and search of chemical formulae in text documents on the web. WWW 2007: 251-260 - [c126]Levent Bolelli, Seyda Ertekin, Ding Zhou, C. Lee Giles:
A clustering method for web data with multi-type interrelated components. WWW 2007: 1121-1122 - [c125]Yang Sun, Ziming Zhuang, C. Lee Giles:
A large-scale study of robots.txt. WWW 2007: 1123-1124 - [c124]Ying Liu, Kun Bai, Prasenjit Mitra, C. Lee Giles:
Automatic searching of tables in digital libraries. WWW 2007: 1135-1136 - [c123]Qingzhao Tan, Ziming Zhuang, Prasenjit Mitra, C. Lee Giles:
Designing efficient sampling techniques to detect webpage updates. WWW 2007: 1147-1148 - [c122]Yang Song, Jian Huang, Isaac G. Councill, Jia Li, C. Lee Giles:
Generative models for name disambiguation. WWW 2007: 1163-1164 - [c121]Xiaonan Lu, James Ze Wang, Prasenjit Mitra, C. Lee Giles:
Deriving knowledge from figures for digital libraries. WWW 2007: 1229-1230 - [c120]Qiankun Zhao, Prasenjit Mitra, C. Lee Giles:
Image annotation by hierarchical mapping of features. WWW 2007: 1237-1238 - [e4]Prasenjit Mitra, C. Lee Giles, Leslie Carr:
Proceedings of the First Workshop on CyberInfrastructure: Information Management in eScience, CIMS 2007, Sixteenth ACM Conference on Information and Knowledge Management, CIKM 2007, Lisbon, Portugal, November 9, 2007. ACM 2007 [contents] - [i1]Vaclav Petricek, Ingemar J. Cox, Hui Han, Isaac G. Councill, C. Lee Giles:
A Comparison of On-Line Computer Science Citation Databases. CoRR abs/cs/0703043 (2007) - 2006
- [c119]Su Yan, C. Lee Giles, Bernard J. Jansen:
Formal definitions of web information search. ASIST 2006: 1 - [c118]Ding Zhou, Xiang Ji, Hongyuan Zha, C. Lee Giles:
Topic evolution and social interactions: how authors effect research. CIKM 2006: 248-257 - [c117]Isaac G. Councill, C. Lee Giles, Ernesto Di Iorio, Marco Gori, Marco Maggini, Augusto Pucci:
Towards Next Generation CiteSeer: A Flexible Architecture for Digital Library Deployment. ECDL 2006: 111-122 - [c116]Yang Song, Ding Zhou, Jian Huang, Isaac G. Councill, Hongyuan Zha, C. Lee Giles:
Boosting the Feature Space: Text Classification for Unstructured Data on the Web. ICDM 2006: 1064-1069 - [c115]Huajing Li, Isaac G. Councill, Levent Bolelli, Ding Zhou, Yang Song, Wang-Chien Lee, Anand Sivasubramaniam, C. Lee Giles:
CiteSeerchi: a scalable autonomous scientific digital library. Infoscale 2006: 18 - [c114]Xiaonan Lu, Prasenjit Mitra, James Ze Wang, C. Lee Giles:
Automatic categorization of figures in scientific documents. JCDL 2006: 129-138 - [c113]Isaac G. Councill, Huajing Li, Ziming Zhuang, Sandip Debnath, Levent Bolelli, Wang-Chien Lee, Anand Sivasubramaniam, C. Lee Giles:
Learning metadata from the evidence in an on-line citation matching scheme. JCDL 2006: 276-285 - [c112]Ying Liu, Prasenjit Mitra, C. Lee Giles, Kun Bai:
Automatic extraction of table metadata from digital documents. JCDL 2006: 339-340 - [c111]C. Lee Giles:
The Future of CiteSeer: CiteSeerx. PKDD 2006: 2 - [c110]Levent Bolelli, Seyda Ertekin, C. Lee Giles:
Clustering Scientific Literature Using Sparse Citation Graph Analysis. PKDD 2006: 30-41 - [c109]Ziming Zhuang, Silviu Cucerzan, C. Lee Giles:
Network Flow for Collaborative Ranking. PKDD 2006: 434-445 - [c108]Jian Huang, Seyda Ertekin, C. Lee Giles:
Efficient Name Disambiguation for Large-Scale Databases. PKDD 2006: 536-544 - [c107]Anuj R. Jaiswal, C. Lee Giles, Prasenjit Mitra, James Ze Wang:
An architecture for creating collaborative semantically capable scientific data sharing infrastructures. WIDM 2006: 75-82 - [c106]Ding Zhou, Eren Manavoglu, Jia Li, C. Lee Giles, Hongyuan Zha:
Probabilistic models for discovering e-communities. WWW 2006: 173-182 - [c105]Huajing Li, Isaac G. Councill, Wang-Chien Lee, C. Lee Giles:
CiteSeerx: an architecture and web service design for an academic document search engine. WWW 2006: 883-884 - 2005
- [j51]Sandip Debnath, Prasenjit Mitra, Nirmal Pal, C. Lee Giles:
Automatic Identification of Informative Sections of Web Pages. IEEE Trans. Knowl. Data Eng. 17(9): 1233-1246 (2005) - [c104]Anna L. Buczak, Benjamin Grooters, Paul Kogut, Eren Manavoglu, C. Lee Giles:
Recommender Systems for Intelligence Analysts. AAAI Spring Symposium: AI Technologies for Homeland Security 2005: 25-31 - [c103]Sandip Debnath, Tracy Mullen, Arun Upneja, C. Lee Giles:
Knowledge Discovery in Web-Directories: Finding Term-Relations to Build a Business Ontology. EC-Web 2005: 188-197 - [c102]Vaclav Petricek, Ingemar J. Cox, Hui Han, Isaac G. Councill, C. Lee Giles:
A Comparison of On-Line Computer Science Citation Databases. ECDL 2005: 438-449 - [c101]Sandip Debnath, Prasenjit Mitra, C. Lee Giles:
Finding Base Time-Line of a News Article. FLAIRS 2005: 142-147 - [c100]Sandip Debnath, Prasenjit Mitra, C. Lee Giles:
Identifying Content Blocks from Web Documents. ISMIS 2005: 285-293 - [c99]Ziming Zhuang, Rohit Wagle, C. Lee Giles:
What's there and what's not?: focused crawling for missing documents in digital libraries. JCDL 2005: 301-310 - [c98]Hui Han, Hongyuan Zha, C. Lee Giles:
Name disambiguation in author citations using a K-way spectral clustering method. JCDL 2005: 334-343 - [c97]Isaac G. Councill, C. Lee Giles, Hui Han, Eren Manavoglu:
Automatic acknowledgement indexing: expanding the semantics of contribution in the CiteSeer digital library. K-CAP 2005: 19-26 - [c96]Sandip Debnath, C. Lee Giles:
A learning based model for headline extraction of news articles to find explanatory sentences for events. K-CAP 2005: 189-190 - [c95]Sandip Debnath, Arun Upneja, C. Lee Giles:
Learning term-relationships for ontology construction: creating business ontologies for event explanation. K-CAP 2005: 191-192 - [c94]Hui Han, Eren Manavoglu, Hongyuan Zha, Kostas Tsioutsiouliklis, C. Lee Giles, Xiangmin Zhang:
Rule-based word clustering for document metadata extraction. SAC 2005: 1049-1053 - [c93]Hui Han, Wei Xu, Hongyuan Zha, C. Lee Giles:
A hierarchical naive Bayes mixture model for name disambiguation in author citations. SAC 2005: 1065-1069 - [c92]Sandip Debnath, Prasenjit Mitra, C. Lee Giles:
Automatic extraction of informative blocks from webpages. SAC 2005: 1722-1726 - [c91]Vaclav Petricek, Ingemar J. Cox, Hui Han, Isaac G. Councill, C. Lee Giles:
Modeling the author bias between two on-line computer science citation databases. WWW (Special interest tracks and posters) 2005: 1062-1063 - 2004
- [j50]Dmitry Pavlov, Eren Manavoglu, David M. Pennock, C. Lee Giles:
Collaborative Filtering with Maximum Entropy. IEEE Intell. Syst. 19(6): 40-48 (2004) - [j49]C. Lee Giles, Isaac G. Councill:
Who gets acknowledged: Measuring scientific contributions through automatic acknowledgment indexing. Proc. Natl. Acad. Sci. USA 101(51): 17599-17604 (2004) - [j48]Seung-Taek Park, David M. Pennock, C. Lee Giles, Robert Krovetz:
Analysis of lexical signatures for improving information persistence on the World Wide Web. ACM Trans. Inf. Syst. 22(4): 540-572 (2004) - [j47]Gary William Flake, Paolo Frasconi, C. Lee Giles, Marco Maggini:
Guest editorial: Machine learning for the Internet. ACM Trans. Internet Techn. 4(2): 125-128 (2004) - [j46]Gary William Flake, Paolo Frasconi, C. Lee Giles, Marco Maggini:
Guest editorial: Machine learning for the Internet. ACM Trans. Internet Techn. 4(4): 341-343 (2004) - [c90]Arnaud De Bruyn, C. Lee Giles, David M. Pennock:
Offering Collaborative-Like Recommendations When Data Is Sparse: The Case of Attraction-Weighted Information Filtering.. AH 2004: 393-396 - [c89]C. Lee Giles:
CiteSeer: Past, Present, and Future. AWIC 2004: 2 - [c88]Yves Petinot, C. Lee Giles, Vivek Bhatnagar, Pradeep B. Teregowda, Hui Han, Isaac G. Councill:
CiteSeer-API: towards seamless resource location and interlinking for digital libraries. CIKM 2004: 553-561 - [c87]Yves Petinot, C. Lee Giles, Vivek Bhatnagar, Pradeep B. Teregowda, Hui Han, Isaac G. Councill:
A service-oriented architecture for digital libraries. ICSOC 2004: 263-268 - [c86]Seung-Taek Park, David M. Pennock, C. Lee Giles:
Comparing static and dynamic measurements and models of the Internet's AS topology. INFOCOM 2004: 1616-1627 - [c85]Lillian N. Cassel, Edward A. Fox, Jan Lee, Manuel A. Pérez-Quiñones, Deborah Knox, John Impagliazzo, C. Lee Giles:
Using CITIDEL to develop and share class plans. ITiCSE 2004: 270 - [c84]Gautam Pant, Kostas Tsioutsiouliklis, Judy Johnson, C. Lee Giles:
Panorama: extending digital libraries with topical crawlers. JCDL 2004: 142-150 - [c83]Hui Han, C. Lee Giles, Hongyuan Zha, Cheng Li, Kostas Tsioutsiouliklis:
Two supervised learning approaches for name disambiguation in author citations. JCDL 2004: 296-305 - [c82]Yves Petinot, C. Lee Giles, Vivek Bhatnagar, Pradeep B. Teregowda, Hui Han:
Enabling interoperability for autonomous digital libraries: an API to citeseer services. JCDL 2004: 372-373 - [c81]C. Lee Giles:
Next generation CiteSeer. WIDM 2004: 47-47 - 2003
- [j45]Yashmeet Khopkar, Amanda Spink, C. Lee Giles, Prital Shah, Sandip Debnath:
Search engine personalization: An exploratory study. First Monday 8(7) (2003) - [c80]Todd M. Bacastow, Brian R. Cook, Kam-Chuen Jim, C. Lee Giles:
Don't move: the T-Rex effect in the predator-prey world. AAMAS 2003: 924-925 - [c79]Eren Manavoglu, Dmitry Pavlov, C. Lee Giles:
Probabilistic User Behavior Models. ICDM 2003: 203-210 - [c78]Judy Johnson, Kostas Tsioutsiouliklis, C. Lee Giles:
Evolving Strategies for Focused Web Crawling. ICML 2003: 298-305 - [c77]John A. N. Lee, John Impagliazzo, Lillian N. Cassel, Edward A. Fox, C. Lee Giles, Deborah Knox, Manuel A. Pérez-Quiñones:
Enhancing distance learning using quality digital libraries and CITIDEL. Quality Education @ a Distance 2003: 61-71 - [c76]Seung-Taek Park, Alexy Khrabrov, David M. Pennock, Steve Lawrence, C. Lee Giles, Lyle H. Ungar:
Static and Dynamic Analysis of the Internet's Susceptibility to Faults and Attacks. INFOCOM 2003: 2144-2154 - [c75]Lillian N. Cassel, John Impagliazzo, Deborah Knox, C. Lee Giles, Edward A. Fox, Jan Lee, Manuel A. Pérez-Quiñones:
Using an education oriented digital library to organize and present classes in computing and information. ITiCSE 2003: 260 - [c74]Hui Han, C. Lee Giles, Eren Manavoglu, Hongyuan Zha, Zhenyue Zhang, Edward A. Fox:
Automatic Document Metadata Extraction Using Support Vector Machines. JCDL 2003: 37-48 - [c73]Yves Petinot, Pradeep B. Teregowda, Hui Han, C. Lee Giles, Steve Lawrence, Arvind Rangaswamy, Nirmal Pal:
eBizSearch: An OAI-Compliant Digital Library for eBusiness. JCDL 2003: 199-209 - [c72]Sandip Debnath, David M. Pennock, C. Lee Giles, Steve Lawrence:
Information incorporation in online in-Game sports betting markets. EC 2003: 258-259 - [c71]C. Lee Giles, Yves Petinot, Pradeep B. Teregowda, Hui Han, Steve Lawrence, Arvind Rangaswamy, Nirmal Pal:
eBizSearch: a niche search engine for e-business. SIGIR 2003: 413-414 - [c70]Robert Krovetz, Secil Ugurel, C. Lee Giles:
Classification of source code archives. SIGIR 2003: 425-426 - [c69]Hui Han, Eren Manavoglu, C. Lee Giles, Hongyuan Zha:
Rule-based word clustering for text classification. SIGIR 2003: 445-446 - [c68]Sunho Lim, Seung-Taek Park, Wang-Chien Lee, Guohong Cao, Chita R. Das, C. Lee Giles:
A Caching Mechanism for Improving Internet based Mobile Ad Hoc Networks Performance. WWW (Posters) 2003 - 2002
- [j44]Gary William Flake, Steve Lawrence, C. Lee Giles, Frans Coetzee:
Self-Organization and Identification of Web Communities. Computer 35(3): 66-71 (2002) - [j43]David M. Pennock, Gary William Flake, Steve Lawrence, Eric J. Glover, C. Lee Giles:
Winners don't take all: Characterizing the competition for links on the web. Proc. Natl. Acad. Sci. USA 99(8): 5207-5211 (2002) - [c67]Yashmeet Khopkar, Amanda Spink, C. Lee Giles, Prital Shah, Sandip Debnath:
Personlization of Search Engine Web Sites: All Bark, Little Bite. International Conference on Internet Computing 2002: 581-587 - [c66]Secil Ugurel, Robert Krovetz, C. Lee Giles:
What's the code?: automatic classification of source code archives. KDD 2002: 639-644 - [c65]Seung-Taek Park, David M. Pennock, C. Lee Giles, Robert Krovetz:
Analysis of lexical signatures for finding lost or related documents. SIGIR 2002: 11-18 - [c64]David M. Pennock, Sandip Debnath, Eric J. Glover, C. Lee Giles:
Modelling Information Incorporation in Markets, with Application to Detecting and Explaining Events. UAI 2002: 405-413 - [c63]C. Lee Giles, Kam-Chuen Jim:
Learning Communication for Multi-agent Systems. WRAC 2002: 377-392 - [c62]Gary William Flake, Eric J. Glover, Steve Lawrence, C. Lee Giles:
Extracting query modifications from nonlinear SVMs. WWW 2002: 317-324 - 2001
- [j42]Eric J. Glover, Steve Lawrence, Michael D. Gordon, William P. Birmingham, C. Lee Giles:
Web Search - Your Way. Commun. ACM 44(12): 97-102 (2001) - [j41]Steve Lawrence, David M. Pennock, Gary William Flake, Robert Krovetz, Frans Coetzee, Eric J. Glover, Finn Årup Nielsen, Andries Kruger, C. Lee Giles:
Persistence of Web References in Scientific Research. Computer 34(2): 26-31 (2001) - [j40]Ron Sun, C. Lee Giles:
Sequence Learning: From Recognition and Prediction to Sequential Decision Making. IEEE Intell. Syst. 16(4): 67-70 (2001) - [j39]Abby Goodrum, Katherine W. McCain, Steve Lawrence, C. Lee Giles:
Scholarly publishing in the Internet age: a citation analysis of computer science literature. Inf. Process. Manag. 37(5): 661-675 (2001) - [j38]C. Lee Giles, Steve Lawrence, Ah Chung Tsoi:
Noisy Time Series Prediction using Recurrent Neural Networks and Grammatical Inference. Mach. Learn. 44(1/2): 161-183 (2001) - [j37]Peter Tiño, Bill G. Horne, C. Lee Giles:
Attractive Periodic Sets in Discrete-Time Recurrent Networks (with Emphasis on Fixed-Point Stability and Bifurcations in Two-Neuron Networks). Neural Comput. 13(6): 1379-1414 (2001) - [c61]Kam-Chuen Jim, C. Lee Giles:
How communication can improve the performance of multi-agent systems. Agents 2001: 584-591 - [c60]David M. Pennock, Steve Lawrence, Finn Årup Nielsen, C. Lee Giles:
Extracting collective probabilistic forecasts from web games. KDD 2001: 174-183 - [c59]Frans Coetzee, Eric J. Glover, Steve Lawrence, C. Lee Giles:
Feature Selection in Web Applications by ROC Inflections and Powerset Pruning. SAINT 2001: 5-14 - [c58]Eric J. Glover, Gary William Flake, Steve Lawrence, William P. Birmingham, Andries Kruger, C. Lee Giles, David M. Pennock:
Improving Category Specific Web Search by Learning Query Modifications. SAINT 2001: 23- - [e3]Ron Sun, C. Lee Giles:
Sequence Learning - Paradigms, Algorithms, and Applications. Lecture Notes in Computer Science 1828, Springer 2001, ISBN 3-540-41597-1 [contents] - 2000
- [j36]Kam-Chuen Jim, C. Lee Giles:
Talking Helps: Evolving Communicating Agents for the Predator-Prey Pursuit Problem. Artif. Life 6(3): 237-254 (2000) - [j35]Kurt D. Bollacker, Steve Lawrence, C. Lee Giles:
Discovering Relevant Scientific Literature on the Web. IEEE Intell. Syst. 15(2): 42-47 (2000) - [j34]Rembrandt Bakker, Jaap C. Schouten, C. Lee Giles, Floris Takens, Cor M. van den Bleek:
Learning Chaotic Attractors by Neural Networks. Neural Comput. 12(10): 2355-2383 (2000) - [j33]Steve Lawrence, C. Lee Giles:
Accessibility of information on the Web. Intell. 11(1): 32-39 (2000) - [j32]Steve Lawrence, C. Lee Giles, Sandiway Fong:
Natural Language Grammatical Inference with Recurrent Neural Networks. IEEE Trans. Knowl. Data Eng. 12(1): 126-140 (2000) - [c57]David M. Pennock, Eric Horvitz, C. Lee Giles:
Social Choice Theory and Recommender Systems: Analysis of the Axiomatic Foundations of Collaborative Filtering. AAAI/IAAI 2000: 729-734 - [c56]Alexandrin Popescul, Gary William Flake, Steve Lawrence, Lyle H. Ungar, C. Lee Giles:
Clustering and Identifying Temporal Trends in Document Databases. ADL 2000: 173-182 - [c55]Steve Lawrence, Frans Coetzee, Gary William Flake, David M. Pennock, Robert Krovetz, Finn Årup Nielsen, Andries Kruger, C. Lee Giles:
Persistence of information on the web: Analyzing citations contained in research articles. CIKM 2000: 235-242 - [c54]Andries Kruger, C. Lee Giles, Frans Coetzee, Eric J. Glover, Gary William Flake, Steve Lawrence, Christian W. Omlin:
DEADLINER: Building a New Niche Search Engine. CIKM 2000: 272-281 - [c53]Ugur Çetintemel, Michael J. Franklin, C. Lee Giles:
Self-Adaptive User Profiles for Large-Scale Data Delivery. ICDE 2000: 622-633 - [c52]David M. Pennock, Pedrito Maynard-Reid II, C. Lee Giles, Eric Horvitz:
A Normative Examination of Ensemble Learning Algorithms. ICML 2000: 735-742 - [c51]Steve Lawrence, C. Lee Giles:
Overfitting and Neural Networks: Conjugate Gradient and Backpropagation. IJCNN (1) 2000: 114-119 - [c50]Gary William Flake, Steve Lawrence, C. Lee Giles:
Efficient identification of Web communities. KDD 2000: 150-160 - [c49]Rich Caruana, Steve Lawrence, C. Lee Giles:
Overfitting in Neural Nets: Backpropagation, Conjugate Gradient, and Early Stopping. NIPS 2000: 402-408 - [c48]Frans Coetzee, Steve Lawrence, C. Lee Giles:
Bayesian Classification and Feature Selection from Finite Data Sets. UAI 2000: 89-97 - [c47]David M. Pennock, Eric Horvitz, Steve Lawrence, C. Lee Giles:
Collaborative Filtering by Personality Diagnosis: A Hybrid Memory and Model-Based Approach. UAI 2000: 473-480 - [c46]Michelangelo Diligenti, Frans Coetzee, Steve Lawrence, C. Lee Giles, Marco Gori:
Focused Crawling Using Context Graphs. VLDB 2000: 527-534 - [c45]Amanda Spink, C. Lee Giles, Steve Lawrence:
Inquirus Web Meta-Search Tool: A User Evlaution Study. WebNet 2000: 819-820
1990 – 1999
- 1999
- [j31]Steve Lawrence, C. Lee Giles:
Searching the Web: general and scientific information access. IEEE Commun. Mag. 37(1): 116-122 (1999) - [j30]Steve Lawrence, C. Lee Giles, Kurt D. Bollacker:
Digital Libraries and Autonomous Citation Indexing. Computer 32(6): 67-71 (1999) - [j29]C. Lee Giles, Christian W. Omlin, Karvel K. Thornber:
Equivalence in knowledge representation: automata, recurrent neural networks, and dynamical fuzzy systems. Proc. IEEE 87(9): 1623-1640 (1999) - [j28]Andrew D. Back, Bill G. Horne, Ah Chung Tsoi, C. Lee Giles:
Alternative discrete-time operators: an algorithm for optimal selection of parameters. IEEE Trans. Signal Process. 47(9): 2612-2615 (1999) - [c44]Steve Lawrence, C. Lee Giles, Kurt D. Bollacker:
Autonomous Citation Matching. Agents 1999: 392-393 - [c43]C. Lee Giles:
Searching the Web: Can You Find What You Want? CIKM 1999: 1-2 - [c42]Steve Lawrence, Kurt D. Bollacker, C. Lee Giles:
Indexing and Retrieval of Scientific Literature. CIKM 1999: 139-146 - [c41]Eric J. Glover, Steve Lawrence, William P. Birmingham, C. Lee Giles:
Architecture of a Metasearch Engine That Supports User Information Needs. CIKM 1999: 210-216 - [c40]Kurt D. Bollacker, Steve Lawrence, C. Lee Giles:
A System for Automatic Personalized Tracking of Scientific Literature on the Web. ACM DL 1999: 105-113 - [c39]Steve Lawrence, Kurt D. Bollacker, C. Lee Giles:
Distributed Error Correction. ACM DL 1999: 232 - [c38]Rembrandt Bakker, Jaap C. Schouten, Marc-Olivier Coppens, Floris Takens, C. Lee Giles, Cor M. van den Bleek:
Robust Learning of Chaotic Attractors. NIPS 1999: 879-885 - [c37]Steve Lawrence, C. Lee Giles:
Text and Image Metasearch on the Web. PDPTA 1999: 829-835 - 1998
- [j27]Steve Lawrence, C. Lee Giles:
Inquirus, the NECI Meta Search Engine. Comput. Networks 30(1-7): 95-105 (1998) - [j26]Steve Lawrence, C. Lee Giles:
Context and Page Analysis for Improved Web Search. IEEE Internet Comput. 2(4): 38-46 (1998) - [j25]Tsungnan Lin, Bill G. Horne, C. Lee Giles:
How embedded memory in recurrent neural network architectures helps learning long-term temporal dependencies. Neural Networks 11(5): 861-868 (1998) - [j24]Christian W. Omlin, Karvel K. Thornber, Clyde Lee Giles:
Fuzzy finite-state automata can be deterministically encoded into recurrent neural networks. IEEE Trans. Fuzzy Syst. 6(1): 76-89 (1998) - [j23]C. Lee Giles, R. Sun, Jacek M. Zurada:
Neural Networks And Hybrid Intelligent Models: Foundations, Theory, And Applications. IEEE Trans. Neural Networks 9(5): 721-723 (1998) - [c36]Kurt D. Bollacker, Steve Lawrence, C. Lee Giles:
CiteSeer: An Autonous Web Agent for Automatic Retrieval and Identification of Interesting Publications. Agents 1998: 116-123 - [c35]C. Lee Giles, Kurt D. Bollacker, Steve Lawrence:
CiteSeer: An Automatic Citation Indexing System. ACM DL 1998: 89-98 - [c34]Majd F. Sakr, Steven P. Levitan, C. Lee Giles, Donald M. Chiarulli:
Reconfigurable Processor Architectures Exploiting High Bandwidth Optical Channels. FCCM 1998: 275-276 - [c33]Christian W. Omlin, C. Lee Giles, Karvel K. Thornber:
Fuzzy Knowledge and Recurrent Neural Networks: A Dynamical Systems Perspective. Hybrid Neural Systems 1998: 123-143 - [c32]Ugur Çetintemel, Björn Þór Jónsson, Michael J. Franklin, C. Lee Giles, Divesh Srivastava:
Evaluating Answer Quality/Efficiency Tradeoffs. KRDB 1998: 19.1-19.4 - [e2]C. Lee Giles, Marco Gori:
Adaptive Processing of Sequences and Data Structures, International Summer School on Neural Networks, "E.R. Caianiello", Vietri sul Mare, Salerno, Italy, September 6-13, 1997, Tutorial Lectures. Lecture Notes in Computer Science 1387, Springer 1998, ISBN 3-540-64341-9 [contents] - 1997
- [j22]Hava T. Siegelmann, C. Lee Giles:
The complexity of language recognition by neural networks. Neurocomputing 15(3-4): 327-345 (1997) - [j21]Steve Lawrence, C. Lee Giles, Ah Chung Tsoi, Andrew D. Back:
Face recognition: a convolutional neural-network approach. IEEE Trans. Neural Networks 8(1): 98-113 (1997) - [j20]Daniel S. Clouse, C. Lee Giles, Bill G. Horne, Garrison W. Cottrell:
Time-delay neural networks: representation and induction of finite-state machines. IEEE Trans. Neural Networks 8(5): 1065-1070 (1997) - [j19]Steve Lawrence, Andrew D. Back, Ah Chung Tsoi, C. Lee Giles:
On the distribution of performance from multiple neural-network trials. IEEE Trans. Neural Networks 8(6): 1507-1517 (1997) - [j18]Hava T. Siegelmann, Bill G. Horne, C. Lee Giles:
Computational capabilities of recurrent NARX neural networks. IEEE Trans. Syst. Man Cybern. Part B 27(2): 208-215 (1997) - [j17]Tsung-Nan Lin, C. Lee Giles, Bill G. Horne, Sun-Yuan Kung:
A delay damage model selection algorithm for NARX neural networks. IEEE Trans. Signal Process. 45(11): 2719-2730 (1997) - [c31]C. Lee Giles, Steve Lawrence:
Presenting and Analyzing the Results of AI Experiments: Data Averaging and Data Snooping. AAAI/IAAI 1997: 362-367 - [c30]Leo Kuvayev, C. Lee Giles, James Philbin, Henry Cejtin:
Intelligent Methods for File System Optimization. AAAI/IAAI 1997: 528-533 - [c29]Steve Lawrence, C. Lee Giles, Ah Chung Tsoi:
Lessons in Neural Network Training: Overfitting May be Harder than Expected. AAAI/IAAI 1997: 540-545 - [c28]C. Lee Giles, Steve Lawrence, Ah Chung Tsoi:
Rule inference for financial prediction using recurrent neural networks. CIFEr 1997: 253-259 - [c27]Majd F. Sakr, Steven P. Levitan, Donald M. Chiarulli, Bill G. Horne, C. Lee Giles:
Predicting Multiprocessor Memory Access Patterns with Learning Models. ICML 1997: 305-312 - [c26]Guo-Zheng Sun, C. Lee Giles, Hsing-Hen Chen:
The Neural Network Pushdown Automaton: Architecture, Dynamics and Training. Summer School on Neural Networks 1997: 296-345 - 1996
- [j16]Christian W. Omlin, C. Lee Giles:
Constructing Deterministic Finite-State Automata in Recurrent Neural Networks. J. ACM 43(6): 937-972 (1996) - [j15]Christian W. Omlin, C. Lee Giles:
Stable encoding of large finite-state automata in recurrent neural networks with sigmoid discriminants. Neural Comput. 8(4): 675-696 (1996) - [j14]Christian W. Omlin, C. Lee Giles:
Extraction of rules from discrete-time recurrent neural networks. Neural Networks 9(1): 41-52 (1996) - [j13]Christian W. Omlin, C. Lee Giles:
Rule Revision With Recurrent Neural Networks. IEEE Trans. Knowl. Data Eng. 8(1): 183-188 (1996) - [j12]Tsungnan Lin, Bill G. Horne, Peter Tiño, C. Lee Giles:
Learning long-term dependencies in NARX recurrent neural networks. IEEE Trans. Neural Networks 7(6): 1329-1338 (1996) - [j11]Kam-Chuen Jim, C. Lee Giles, Bill G. Horne:
An analysis of noise in recurrent neural networks: convergence and generalization. IEEE Trans. Neural Networks 7(6): 1424-1438 (1996) - [c25]Steve Lawrence, C. Lee Giles, Ah Chung Tsoi:
Convolutional Neural Networks for Face Recognition. CVPR 1996: 217-222 - [c24]Steve Lawrence, Ah Chung Tsoi, C. Lee Giles:
Local minima and generalization. ICNN 1996: 371-376 - [c23]Steve Lawrence, Ah Chung Tsoi, C. Lee Giles:
Correctness, efficiency, extendability and maintainability in neural network simulation. ICNN 1996: 474-479 - [c22]Christian W. Omlin, Karvel K. Thornber, C. Lee Giles:
Representation of fuzzy finite state automata in continuous recurrent, neural networks. ICNN 1996: 1023-1027 - [c21]Majd F. Sakr, C. Lee Giles, Steven P. Levitan, Bill G. Horne, Marco Maggini, Donald M. Chiarulli:
Online prediction of multiprocessor memory access patterns. ICNN 1996: 1564-1569 - [c20]Steve Lawrence, C. Lee Giles, Sandiway Fong:
Can recurrent neural networks learn natural language grammars? ICNN 1996: 1853-1858 - [c19]Daniel S. Clouse, C. Lee Giles, Bill G. Horne, Garrison W. Cottrell:
Representation and Induction of Finite State Machines using Time-Delay Neural Networks. NIPS 1996: 403-409 - [p1]Steve Lawrence, Ian Burns, Andrew D. Back, Ah Chung Tsoi, C. Lee Giles:
Neural Network Classification and Prior Class Probabilities. Neural Networks: Tricks of the Trade 1996: 299-313 - 1995
- [j10]Mark W. Goudreau, C. Lee Giles:
Using recurrent neural networks to learn the structure of interconnection networks. Neural Networks 8(5): 793-804 (1995) - [j9]C. Lee Giles, Bill G. Horne, Tsungnan Lin:
Learning a class of large finite state machines with a recurrent neural network. Neural Networks 8(9): 1359-1365 (1995) - [j8]C. Lee Giles, Dong Chen, Guo-Zheng Sun, Hsing-Hen Chen, Yee-Chun Lee, Mark W. Goudreau:
Constructive learning of recurrent neural networks: limitations of recurrent cascade correlation and a simple solution. IEEE Trans. Neural Networks 6(4): 829-836 (1995) - [c18]Steve Lawrence, Sandiway Fong, C. Lee Giles:
Natural language grammatical inference: a comparison of recurrent neural networks and machine learning methods. Learning for Natural Language Processing 1995: 33-47 - [c17]Tsungnan Lin, Bill G. Horne, Peter Tiño, C. Lee Giles:
Learning long-term dependencies is not as difficult with NARX networks. NIPS 1995: 577-583 - [c16]Bill G. Horne, Hava T. Siegelmann, C. Lee Giles:
What NARX Networks Can Compute. SOFSEM 1995: 95-102 - 1994
- [j7]C. Lee Giles, Gary M. Kuhn, Ronald J. Williams:
Dynamic recurrent neural networks: Theory and applications. IEEE Trans. Neural Networks Learn. Syst. 5(2): 153-156 (1994) - [j6]Mark W. Goudreau, C. Lee Giles, Srimat T. Chakradhar, Dong Chen:
First-order versus second-order single-layer recurrent neural networks. IEEE Trans. Neural Networks 5(3): 511-513 (1994) - [j5]C. Lee Giles, Christian W. Omlin:
Pruning recurrent neural networks for improved generalization performance. IEEE Trans. Neural Networks 5(5): 848-851 (1994) - [c15]Laurens R. Leerink, C. Lee Giles, Bill G. Horne, Marwan A. Jabri:
Learning with Product Units. NIPS 1994: 537-544 - [c14]Kam-Chuen Jim, Bill G. Horne, C. Lee Giles:
Effects of Noise on Convergence and Generalization in Recurrent Networks. NIPS 1994: 649-656 - [c13]Bill G. Horne, C. Lee Giles:
An experimental comparison of recurrent neural networks. NIPS 1994: 697-704 - 1993
- [j4]Clifford B. Miller, C. Lee Giles:
Experimental Comparison of the Effect of Order in Recurrent Neural Networks. Int. J. Pattern Recognit. Artif. Intell. 7(4): 849-872 (1993) - [c12]C. Lee Giles, Christian W. Omlin:
Rule refinement with recurrent neural networks. ICNN 1993: 801-806 - [c11]Dong Chen, C. Lee Giles, Guo-Zheng Sun, H. H. Chen, Yee-Chun Lee, Mark W. Goudreau:
Constructive learning of recurrent neural networks. ICNN 1993: 1196-1201 - [e1]Stephen Jose Hanson, Jack D. Cowan, C. Lee Giles:
Advances in Neural Information Processing Systems 5, [NIPS Conference, Denver, Colorado, USA, November 30 - December 3, 1992]. Morgan Kaufmann 1993, ISBN 1-55860-274-7 [contents] - 1992
- [j3]Mark W. Goudreau, C. Lee Giles:
Routing in Random Multistage Interconnections Networks: Comparing Exhaustive Search, Greedy and Neural Network Approaches. Int. J. Neural Syst. 3(2): 125-142 (1992) - [j2]C. Lee Giles, Clifford B. Miller, Dong Chen, Hsing-Hen Chen, Guo-Zheng Sun, Yee-Chun Lee:
Learning and Extracting Finite State Automata with Second-Order Recurrent Neural Networks. Neural Comput. 4(3): 393-405 (1992) - [c10]Christian W. Omlin, C. Lee Giles:
Training Second-Order Recurrent Neural Networks using Hints. ML 1992: 361-366 - [c9]Hava T. Siegelmann, Eduardo D. Sontag, C. Lee Giles:
The Complexity of Language Recognition by Neural Networks. IFIP Congress (1) 1992: 329-335 - [c8]Sreerupa Das, C. Lee Giles, Guo-Zheng Sun:
Using Prior Knowledge in a {NNPDA} to Learn Context-Free Languages. NIPS 1992: 65-72 - 1991
- [c7]C. Lee Giles, Clifford B. Miller, Dong Chen, Guo-Zheng Sun, Hsing-Hen Chen, Yee-Chun Lee:
Extracting and Learning an Unknown Grammar with Recurrent Neural Networks. NIPS 1991: 317-324 - [c6]Mark W. Goudreau, C. Lee Giles:
Neural Network Routing for Random Multistage Interconnection Networks. NIPS 1991: 722-729 - 1990
- [c5]Guo-Zheng Sun, H. H. Chen, Yee-Chun Lee, C. Lee Giles:
Recurrent neural networks, hidden Markov models and stochastic grammars. IJCNN 1990: 729-734
1980 – 1989
- 1989
- [c4]C. Lee Giles, Guo-Zheng Sun, Hsing-Hen Chen, Yee-Chun Lee, Dong Chen:
Higher Order Recurrent Networks and Grammatical Inference. NIPS 1989: 380-387 - 1988
- [j1]C. Lee Giles, R. D. Griffin, T. Maxwell:
Computational advantages of higher order neural networks. Neural Networks 1(Supplement-1): 95-99 (1988) - 1987
- [c3]C. Lee Giles, R. D. Griffin, T. Maxwell:
Encoding Geometric Invariances in Higher-Order Neural Networks. NIPS 1987: 301-309 - 1986
- [c2]C. Lee Giles, Alan Huang, Fred J. Leonberger, John A. Neff:
Future directions in optical computing (panel session). ACM Conference on Computer Science 1986: 387 - 1985
- [c1]Arthur Douglas Fisher, C. Lee Giles:
Optical Adaptive Associative Computer Architectures. COMPCON 1985: 342-344
Coauthor Index
Sujatha Das Gollapalli
aka: Sujatha Das
aka: Sujatha Das
Daniel Kifer
aka: Dan Kifer
aka: Dan Kifer
[c403] [i76] [i73] [i70] [c401] [i65] [i64] [c392] [c389] [i60] [i59] [c387] [c381] [c380] [c374] [c373] [i56] [i54] [j83] [c359] [i50] [i49] [c356] [c352] [c350] [c345] [i41] [c341] [i30] [i28] [i27] [i26] [i25] [j79] [c332] [c331] [c328] [c327] [c326] [c324] [i22] [c314] [c306] [i17] [i13] [c221] [c209]
[i7] [i6] [p2] [c76] [c73] [c72] [c71] [j44] [j43] [c62] [j42] [j41] [j39] [j38] [c60] [c59] [c58] [j35] [j33] [j32] [c56] [c55] [c54] [c51] [c50] [c49] [c48] [c47] [c46] [c45] [j31] [j30] [c44] [c42] [c41] [c40] [c39] [c37] [j27] [j26] [c36] [c35] [j21] [j19] [c31] [c29] [c28] [c25] [c24] [c23] [c20] [p1] [c18]
[c379] [i52] [i44] [c355] [c346] [i40] [j77] [j76] [j73] [j70] [c300] [c298] [c293] [c287] [j69] [c272] [c269] [c267] [j68] [c264] [c259] [c256] [c255] [c254] [c252] [c251] [c249] [c248] [c247] [c245] [j67] [c244] [c242] [c240] [c239] [c238] [c236] [c230] [c229] [j65] [c227] [c226] [c225] [c223] [c221] [i4] [c217] [c214] [c209] [c207] [j62] [c201] [c200] [c199] [c197] [c195] [e5] [i3] [c188] [c187] [c186] [c185] [c181] [c179] [c178] [c176] [c171] [c169] [c167] [c161] [i2] [j56] [j52] [c160] [c158] [c156] [c152] [c151] [c148] [c144] [c141] [c132] [c130] [c127] [c124] [c123] [c121] [c120] [e4] [c114] [c112] [c107] [j51] [c101] [c100] [c92]
Alexander Ororbia
aka: Alexander G. Ororbia II
aka: Alexander G. Ororbia II
[c401] [i65] [i64] [c392] [c389] [i60] [i59] [c387] [c380] [c374] [c373] [i56] [j84] [j83] [c364] [i50] [i49] [c350] [c349] [i41] [i39] [i36] [j81] [c343] [c338] [i32] [i30] [i29] [i27] [i25] [j79] [c332] [c324] [c320] [i23] [i20] [i18] [c312] [i17] [i14] [i13] [i12] [j76] [c295] [c288] [c285] [i11] [i10] [c283] [c276] [c272]
Sarah Michele Rajtmajer
aka: Sarah Rajtmajer
aka: Sarah Rajtmajer
Kyle Williams 0001
aka: Kyle Mark Williams
aka: Kyle Mark Williams
[c402] [i68] [c394] [c391] [c390] [c388] [i62] [c386] [c383] [c382] [c375] [c371] [c370] [c369] [d1] [i55] [i53] [i52] [j86] [c366] [c365] [c363] [c362] [c361] [c358] [i45] [i43] [j82] [c355] [c354] [c349] [c347] [c346] [i40] [i34] [c339] [i29] [c329] [c325] [c321] [c319] [c316] [c307] [c304] [j76] [c290] [c288] [c285] [c283] [c280] [c278] [c277] [c276] [c275] [c274] [c273] [c272] [j67] [c230] [c229]
Xiaolong Zhang 0001
aka: Xiaolong (Luke) Zhang
aka: Xiaolong (Luke) Zhang
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