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ORCIDMohammed J. Zaki
Mohammed Javeed Zaki
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- affiliation: Rensselaer Polytechnic Institute, Department of Computer Science, Troy, USA
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2020 – today
- 2024
[j85]Jing Hu
, Lingfei Wu, Yu Chen, Po Hu, Mohammed J. Zaki:
GraphFlow+: Exploiting Conversation Flow in Conversational Machine Comprehension with Graph Neural Networks. Mach. Intell. Res. 21(2): 272-282 (2024)- [j84]Jonathan J. Harris, Mohammed J. Zaki:
Neural Models for Generating Natural Language Summaries from Temporal Personal Health Data. J. Heal. Informatics Res. 8(2): 370-399 (2024) - [j83]Bolun (Namir) Xia, Vipula Rawte, Aparna Gupta, Mohammed J. Zaki:
FETILDA: Evaluation Framework for Effective Representations of Long Financial Documents. ACM Trans. Knowl. Discov. Data 18(7): 182 (2024) - [j82]Qitong Wang, Georgios Kollias, Vasileios Kalantzis, Naoki Abe, Mohammed J. Zaki:
Directed Graph Transformers. Trans. Mach. Learn. Res. 2024 (2024) - [j81]Yu Chen, Lingfei Wu, Mohammed J. Zaki:
Toward Subgraph-Guided Knowledge Graph Question Generation With Graph Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 35(9): 12706-12717 (2024) - [c135]Bolun Namir Xia, Aparna Gupta, Mohammed J. Zaki:
Semantic Graph Learning for Trend Prediction from Long Financial Documents. CIFEr 2024: 1-8 - [c134]Fnu Mohbat, Mohammed J. Zaki:
LLaVA-Chef: A Multi-modal Generative Model for Food Recipes. CIKM 2024: 1711-1721 - [c133]Md. Shamim Hussain, Mohammed J. Zaki, Dharmashankar Subramanian:
Triplet Interaction Improves Graph Transformers: Accurate Molecular Graph Learning with Triplet Graph Transformers. ICML 2024 - [c132]Da Yan, Ahmed Abdeen Hamed, Jake Y. Chen, Mohammed J. Zaki:
23rd International Workshop on Data Mining in Bioinformatics (BIOKDD 2024). KDD 2024: 6747-6748 - [i31]Md. Shamim Hussain, Mohammed J. Zaki, Dharmashankar Subramanian:
Triplet Interaction Improves Graph Transformers: Accurate Molecular Graph Learning with Triplet Graph Transformers. CoRR abs/2402.04538 (2024) - [i30]Fnu Mohbat, Mohammed J. Zaki:
LLaVA-Chef: A Multi-modal Generative Model for Food Recipes. CoRR abs/2408.16889 (2024) - [i29]Sharmishtha Dutta, Alex Gittens, Mohammed J. Zaki, Charu C. Aggarwal:
Replacing Paths with Connection-Biased Attention for Knowledge Graph Completion. CoRR abs/2410.00876 (2024) - [i28]Bolun (Namir) Xia, Aparna Gupta, Mohammed J. Zaki:
FLAG: Financial Long Document Classification via AMR-based GNN. CoRR abs/2410.02024 (2024) - 2023
- [j80]Diya Li, Mohammed J. Zaki, Ching-Hua Chen:
Health-guided recipe recommendation over knowledge graphs. J. Web Semant. 75: 100743 (2023) - [c131]Fnu Mohbat, Mohammed J. Zaki, Catherine Finegan-Dollak, Ashish Verma:
GVdoc - Graph-based Visual DOcument Classification. ACL (Findings) 2023: 5342-5357 - [c130]Bishwajit Saha, Dmitry Krotov, Mohammed J. Zaki, Parikshit Ram:
End-to-end Differentiable Clustering with Associative Memories. ICML 2023: 29649-29670 - [c129]Md. Shamim Hussain, Mohammed J. Zaki, Dharmashankar Subramanian:
The Information Pathways Hypothesis: Transformers are Dynamic Self-Ensembles. KDD 2023: 810-821 - [c128]Da Yan, Ariful Azad, Jie Hou, Jake Y. Chen, Mohammed J. Zaki:
22nd International Workshop on Data Mining in Bioinformatics (BIOKDD 2023). KDD 2023: 5897-5898 - [c127]Benjamin Hoover, Yuchen Liang, Bao Pham, Rameswar Panda, Hendrik Strobelt, Duen Horng Chau, Mohammed J. Zaki, Dmitry Krotov:
Energy Transformer. NeurIPS 2023 - [i27]Benjamin Hoover, Yuchen Liang, Bao Pham, Rameswar Panda, Hendrik Strobelt, Duen Horng Chau, Mohammed J. Zaki, Dmitry Krotov:
Energy Transformer. CoRR abs/2302.07253 (2023) - [i26]Fnu Mohbat, Mohammed J. Zaki, Catherine Finegan-Dollak, Ashish Verma:
GVdoc: Graph-based Visual Document Classification. CoRR abs/2305.17219 (2023) - [i25]Md. Shamim Hussain, Mohammed J. Zaki, Dharmashankar Subramanian:
The Information Pathways Hypothesis: Transformers are Dynamic Self-Ensembles. CoRR abs/2306.01705 (2023) - [i24]Bishwajit Saha, Dmitry Krotov, Mohammed J. Zaki, Parikshit Ram:
End-to-end Differentiable Clustering with Associative Memories. CoRR abs/2306.03209 (2023) - 2022
- [j79]Yuchen Liang, Dmitry Krotov, Mohammed J. Zaki:
Modern Hopfield Networks for graph embedding. Frontiers Big Data 5 (2022) - [j78]Muhammad Abulaish, Mohd Fazil, Mohammed J. Zaki:
Domain-Specific Keyword Extraction Using Joint Modeling of Local and Global Contextual Semantics. ACM Trans. Knowl. Discov. Data 16(4): 70:1-70:30 (2022) - [c126]Qitong Wang, Mohammed J. Zaki:
HG2Vec: Improved Word Embeddings from Dictionary and Thesaurus Based Heterogeneous Graph. COLING 2022: 3154-3163 - [c125]Diya Li, Mohammed J. Zaki:
Food Knowledge Representation Learning with Adversarial Substitution. AACL/IJCNLP (1) 2022: 653-664 - [c124]Md. Shamim Hussain, Mohammed J. Zaki, Dharmashankar Subramanian:
Global Self-Attention as a Replacement for Graph Convolution. KDD 2022: 655-665 - [c123]Da Yan, Catia Pesquita, Carsten Görg, Jake Y. Chen, Mohammed J. Zaki:
21th International Workshop on Data Mining in Bioinformatics (BIOKDD 2022). KDD 2022: 4910-4911 - [c122]Nidhi Rastogi, Sharmishtha Dutta, Alex Gittens, Mohammed J. Zaki, Charu C. Aggarwal:
TINKER: A framework for Open source Cyberthreat Intelligence. TrustCom 2022: 1569-1574 - [i23]Bolun (Namir) Xia, Vipula D. Rawte, Mohammed J. Zaki, Aparna Gupta:
FETILDA: An Effective Framework For Fin-tuned Embeddings For Long Financial Text Documents. CoRR abs/2206.06952 (2022) - [i22]Jonathan J. Harris, Mohammed J. Zaki:
Towards Neural Numeric-To-Text Generation From Temporal Personal Health Data. CoRR abs/2207.05194 (2022) - [i21]Yuchen Liang, Dmitry Krotov, Mohammed J. Zaki:
Associative Learning for Network Embedding. CoRR abs/2208.14376 (2022) - 2021
- [j77]Eman A. Maghawry, Tarek F. Gharib, Rasha M. Ismail, Mohammed J. Zaki:
An Efficient Heartbeats Classifier Based on Optimizing Convolutional Neural Network Model. IEEE Access 9: 153266-153275 (2021) - [j76]Jonathan J. Harris, Ching-Hua Chen, Mohammed J. Zaki:
A Framework for Generating Summaries from Temporal Personal Health Data. ACM Trans. Comput. Heal. 2(3): 21:1-21:43 (2021) - [c121]Jonathan J. Harris, Deborah L. McGuinness, Marco Monti, Oshani Seneviratne, Mohammed J. Zaki, Ching-Hua Chen:
Enhancing Clinical Relevance of Health Behavior Insights via Semantics. AMIA 2021 - [c120]Diya Li, Mohammed J. Zaki, Ching-Hua Chen:
Nutrition Guided Recipe Search via Pre-trained Recipe Embeddings. ICDE Workshops 2021: 20-23 - [c119]Yuchen Liang, Chaitanya K. Ryali, Benjamin Hoover, Leopold Grinberg, Saket Navlakha, Mohammed J. Zaki, Dmitry Krotov:
Can a Fruit Fly Learn Word Embeddings? ICLR 2021 - [c118]Da Yan, Steve Qin, Debswapna Bhattacharya, Jake Y. Chen, Mohammed J. Zaki:
20th International Workshop on Data Mining in Bioinformatics (BIOKDD 2021). KDD 2021: 4175-4176 - [c117]Yu Chen, Ananya Subburathinam, Ching-Hua Chen, Mohammed J. Zaki:
Personalized Food Recommendation as Constrained Question Answering over a Large-scale Food Knowledge Graph. WSDM 2021: 544-552 - [i20]Yu Chen, Ananya Subburathinam, Ching-Hua Chen, Mohammed J. Zaki:
Personalized Food Recommendation as Constrained Question Answering over a Large-scale Food Knowledge Graph. CoRR abs/2101.01775 (2021) - [i19]Yuchen Liang, Chaitanya K. Ryali, Benjamin Hoover, Leopold Grinberg, Saket Navlakha, Mohammed J. Zaki, Dmitry Krotov:
Can a Fruit Fly Learn Word Embeddings? CoRR abs/2101.06887 (2021) - [i18]Nidhi Rastogi, Sharmishtha Dutta, Mohammed J. Zaki, Alex Gittens, Charu C. Aggarwal:
TINKER: A framework for Open source Cyberthreat Intelligence. CoRR abs/2102.05571 (2021) - [i17]Md. Shamim Hussain, Mohammed J. Zaki, Dharmashankar Subramanian:
Edge-augmented Graph Transformers: Global Self-attention is Enough for Graphs. CoRR abs/2108.03348 (2021) - [i16]Yuchen Liang, Mohammed J. Zaki:
Keyphrase Extraction Using Neighborhood Knowledge Based on Word Embeddings. CoRR abs/2111.07198 (2021) - 2020
- [j75]Muhammad Abulaish, Ashraf Kamal, Mohammed J. Zaki:
A Survey of Figurative Language and Its Computational Detection in Online Social Networks. ACM Trans. Web 14(1): 3:1-3:52 (2020) - [c116]Yu Chen, Ching-Hua Chen, Mohammed J. Zaki:
Combining User Preferences and Health Needs in Personalized Food Recommendation. AMIA 2020 - [c115]Yu Chen, Lingfei Wu, Mohammed J. Zaki:
Reinforcement Learning Based Graph-to-Sequence Model for Natural Question Generation. ICLR 2020 - [c114]Yu Chen, Lingfei Wu, Mohammed J. Zaki:
GraphFlow: Exploiting Conversation Flow with Graph Neural Networks for Conversational Machine Comprehension. IJCAI 2020: 1230-1236 - [c113]Diya Li, Mohammed J. Zaki:
RECIPTOR: An Effective Pretrained Model for Recipe Representation Learning. KDD 2020: 1719-1727 - [c112]Yu Chen, Lingfei Wu, Mohammed J. Zaki:
Iterative Deep Graph Learning for Graph Neural Networks: Better and Robust Node Embeddings. NeurIPS 2020 - [c111]Vipula Rawte, Aparna Gupta, Mohammed J. Zaki:
A Comparative Analysis of Temporal Long Text Similarity: Application to Financial Documents. MIDAS@PKDD/ECML 2020: 77-91 - [d3]Arlei Silva, Wagner Meira Jr., Mohammed J. Zaki:
Graphs and Attributes used for the attribute-structure correlation pattern mining. Zenodo, 2020
- [d2]Mohammed J. Zaki:
Datasets for Itemset, Sequence and Tree Mining. Zenodo, 2020 - [d1]Mohammed J. Zaki, Nilothpal Talukder:
Protein Graphs Dataset from PDB. Zenodo, 2020 - [i15]Jonathan J. Harris, Ching-Hua Chen, Mohammed J. Zaki:
A Framework for Generating Explanations from Temporal Personal Health Data. CoRR abs/2003.09530 (2020) - [i14]Nidhi Rastogi, Mohammed J. Zaki:
Personal Health Knowledge Graphs for Patients. CoRR abs/2004.00071 (2020) - [i13]Yu Chen, Lingfei Wu, Mohammed J. Zaki:
Toward Subgraph Guided Knowledge Graph Question Generation with Graph Neural Networks. CoRR abs/2004.06015 (2020) - [i12]Nidhi Rastogi, Sharmishtha Dutta, Mohammed J. Zaki, Alex Gittens, Charu C. Aggarwal:
MALOnt: An Ontology for Malware Threat Intelligence. CoRR abs/2006.11446 (2020) - [i11]Yu Chen, Lingfei Wu, Mohammed J. Zaki:
Iterative Deep Graph Learning for Graph Neural Networks: Better and Robust Node Embeddings. CoRR abs/2006.13009 (2020)
2010 – 2019
- 2019
- [c110]Rodrigo L. Cardoso, Wagner Meira Jr., Virgílio A. F. Almeida, Mohammed J. Zaki:
A Framework for Benchmarking Discrimination-Aware Models in Machine Learning. AIES 2019: 437-444 - [c109]Yu Chen, Lingfei Wu, Mohammed J. Zaki:
Bidirectional Attentive Memory Networks for Question Answering over Knowledge Bases. NAACL-HLT (1) 2019: 2913-2923 - [c108]Steven Haussmann, Oshani Seneviratne, Yu Chen, Yarden Ne'eman, James V. Codella, Ching-Hua Chen, Deborah L. McGuinness, Mohammed J. Zaki:
FoodKG: A Semantics-Driven Knowledge Graph for Food Recommendation. ISWC (2) 2019: 146-162 - [c107]Steven Haussmann, Yu Chen, Oshani Seneviratne, Nidhi Rastogi, James V. Codella, Ching-Hua Chen, Deborah L. McGuinness, Mohammed J. Zaki:
FoodKG Enabled Q&A Application. ISWC (Satellites) 2019: 273-276 - [i10]Yu Chen, Lingfei Wu, Mohammed J. Zaki:
Bidirectional Attentive Memory Networks for Question Answering over Knowledge Bases. CoRR abs/1903.02188 (2019) - [i9]Yu Chen, Lingfei Wu, Mohammed J. Zaki:
GraphFlow: Exploiting Conversation Flow with Graph Neural Networks for Conversational Machine Comprehension. CoRR abs/1908.00059 (2019) - [i8]Yu Chen, Lingfei Wu, Mohammed J. Zaki:
Reinforcement Learning Based Graph-to-Sequence Model for Natural Question Generation. CoRR abs/1908.04942 (2019) - [i7]Yu Chen, Lingfei Wu, Mohammed J. Zaki:
Natural Question Generation with Reinforcement Learning Based Graph-to-Sequence Model. CoRR abs/1910.08832 (2019) - [i6]Yu Chen, Lingfei Wu, Mohammed J. Zaki:
Deep Iterative and Adaptive Learning for Graph Neural Networks. CoRR abs/1912.07832 (2019) - 2018
- [j74]Xin Gao, Jake Y. Chen, Mohammed J. Zaki:
Multiscale and Multimodal Analysis for Computational Biology. IEEE ACM Trans. Comput. Biol. Bioinform. 15(6): 1951-1952 (2018) - [c106]Mohamed Elshrif, Stefano Giovanni Rizzo, Franz D. Betz, Dragos D. Margineantu, Mohammed J. Zaki, Saniav Chawla:
Embeddings for the Identification of Aircraft Faults (MERIT). ICPHM 2018: 1-8 - [c105]Vipula Rawte, Aparna Gupta, Mohammed J. Zaki:
Analysis of year-over-year changes in Risk Factors Disclosure in 10-K filings. DSMM@SIGMOD 2018: 8:1-8:4 - [c104]Louiqa Raschid, Douglas Burdick, John Grant, Joe Langsam, Jay Pujara, Elizabeth Roman, Ian Soboroff, Mohammed J. Zaki, Elena Zotkina:
Financial Entity Identification and Information Integration (FEIII) 2018 Challenge: The Report of the Organizing Committee. DSMM@SIGMOD 2018: 9:1-9:3 - [c103]Vipula Rawte, Aparna Gupta, Mohammed J. Zaki:
Using supervised learning techniques for entity relationships. DSMM@SIGMOD 2018: 13:1-13:2 - [e26]Alfredo Cuzzocrea, James Allan, Norman W. Paton, Divesh Srivastava, Rakesh Agrawal, Andrei Z. Broder, Mohammed J. Zaki, K. Selçuk Candan, Alexandros Labrinidis, Assaf Schuster, Haixun Wang:
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, CIKM 2018, Torino, Italy, October 22-26, 2018. ACM 2018, ISBN 978-1-4503-6014-2 [contents] - [r2]Mohammed J. Zaki:
Closed Itemset Mining and Nonredundant Association Rule Mining. Encyclopedia of Database Systems (2nd ed.) 2018 - 2017
- [j73]Abdoulaye Baniré Diallo, Engelbert Mephu Nguifo, Mohammed J. Zaki:
Preface: Selected Papers from the Workshop Bioinformatics and Artificial Intelligence Joined with the International Joint Conference on Artificial Intelligence. J. Comput. Biol. 24(8): 733 (2017) - [c102]Yu Chen, Mohammed J. Zaki:
KATE: K-Competitive Autoencoder for Text. KDD 2017: 85-94 - [c101]Eslam Hussein, Abdurrahman Ghanem, Vinícius Vitor dos Santos Dias, Carlos H. C. Teixeira, Ghadeer AbuOda, Marco Serafini, Georgos Siganos, Gianmarco De Francisci Morales, Ashraf Aboulnaga, Mohammed J. Zaki:
Graph Data Mining with Arabesque. SIGMOD Conference 2017: 1647-1650 - [c100]Yu Chen, Rhaad M. Rabbani, Aparna Gupta, Mohammed J. Zaki:
Comparative text analytics via topic modeling in banking. SSCI 2017: 1-8 - [e25]Wajdi Dhifli, Abdoulaye Baniré Diallo, Engelbert Mephu Nguifo, Mohammed Javeed Zaki:
Proceedings of the Workshop on Advances in Bioinformatics and Artificial Intelligence: Bridging the Gap co-located with 26th International Joint Conference on Artificial Intelligence (IJCAI 2017), Melbourne, Australia, August 20, 2017. CEUR Workshop Proceedings 1942, CEUR-WS.org 2017 [contents] - [i5]Yu Chen, Mohammed J. Zaki:
KATE: K-Competitive Autoencoder for Text. CoRR abs/1705.02033 (2017) - 2016
- [j72]Geng Li, Mohammed J. Zaki:
Sampling frequent and minimal boolean patterns: theory and application in classification. Data Min. Knowl. Discov. 30(1): 181-225 (2016) - [j71]Nilothpal Talukder, Mohammed J. Zaki:
A distributed approach for graph mining in massive networks. Data Min. Knowl. Discov. 30(5): 1024-1052 (2016) - [c99]Nilothpal Talukder, Mohammed J. Zaki:
Parallel graph mining with dynamic load balancing. IEEE BigData 2016: 3352-3359 - [c98]Divy Agrawal, Sanjay Chawla, Ahmed K. Elmagarmid, Zoi Kaoudi, Mourad Ouzzani, Paolo Papotti, Jorge-Arnulfo Quiané-Ruiz, Nan Tang, Mohammed J. Zaki:
Road to Freedom in Big Data Analytics. EDBT 2016: 479-484 - [c97]Divy Agrawal, Mouhamadou Lamine Ba, Laure Berti-Équille, Sanjay Chawla, Ahmed K. Elmagarmid, Hossam Hammady, Yasser Idris, Zoi Kaoudi, Zuhair Khayyat, Sebastian Kruse, Mourad Ouzzani, Paolo Papotti, Jorge-Arnulfo Quiané-Ruiz, Nan Tang, Mohammed J. Zaki:
Rheem: Enabling Multi-Platform Task Execution. SIGMOD Conference 2016: 2069-2072 - [c96]Aparna Gupta, Majeed Simaan, Mohammed J. Zaki:
Investigating bank failures using text mining. SSCI 2016: 1-8 - [c95]Luam C. Totti, Prasenjit Mitra, Mourad Ouzzani, Mohammed J. Zaki:
A Query-oriented Approach for Relevance in Citation Networks. WWW (Companion Volume) 2016: 401-406 - [e24]Abdoulaye Baniré Diallo, Engelbert Mephu Nguifo, Mohammed J. Zaki:
Proceedings of the Workshop on Advances in Bioinformatics and Artificial Intelligence: Bridging the Gap co-located with 25th International Joint Conference on Artificial Intelligence (IJCAI 2016), New-York, USA, July 11, 2016. CEUR Workshop Proceedings 1718, CEUR-WS.org 2016 [contents] - 2015
- [j70]Gessé Dafé, Adriano Veloso, Mohammed J. Zaki, Wagner Meira Jr.:
Learning sequential classifiers from long and noisy discrete-event sequences efficiently. Data Min. Knowl. Discov. 29(6): 1685-1708 (2015) - [j69]Sarath Chandra Janga, Dongxiao Zhu, Jake Y. Chen, Mohammed J. Zaki:
Knowledge Discovery Using Big Data in Biomedical Systems. IEEE ACM Trans. Comput. Biol. Bioinform. 12(4): 726-728 (2015) - [c94]Carlos H. C. Teixeira, Alexandre J. Fonseca, Marco Serafini, Georgos Siganos, Mohammed J. Zaki, Ashraf Aboulnaga:
Arabesque: a system for distributed graph mining. SOSP 2015: 425-440 - [e23]Jake Yue Chen, Mohammed J. Zaki, Tamer Kahveci, Saeed Salem, Mehmet Koyutürk:
Proceedings of the Eighth International C* Conference on Computer Science & Software Engineering, Yokohama, Japan, July 13-15, 2015. ACM 2015, ISBN 978-1-4503-3419-8 [contents] - [i4]Carlos H. C. Teixeira, Alexandre J. Fonseca, Marco Serafini, Georgos Siganos, Mohammed J. Zaki, Ashraf Aboulnaga:
Arabesque: A System for Distributed Graph Mining - Extended version. CoRR abs/1510.04233 (2015) - 2014
- [b1]Mohammed J. Zaki, Wagner Meira Jr.:
Data Mining and Analysis: Fundamental Concepts and Algorithms. Cambridge University Press 2014, ISBN 9780521766333 - [c93]Renê Rodrigues Veloso, Loïc Cerf, Wagner Meira Jr., Mohammed J. Zaki:
Reachability Queries in Very Large Graphs: A Fast Refined Online Search Approach. EDBT 2014: 511-522 - [c92]Robert Kessl, Nilothpal Talukder, Pranay Anchuri, Mohammed J. Zaki:
Parallel Graph Mining with GPUs. BigMine 2014: 1-16 - [e22]Mohammed Javeed Zaki, Zoran Obradovic, Pang-Ning Tan, Arindam Banerjee, Chandrika Kamath, Srinivasan Parthasarathy:
Proceedings of the 2014 SIAM International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014. SIAM 2014, ISBN 978-1-61197-344-0 [contents] - 2013
- [j68]Apirak Hoonlor, Boleslaw K. Szymanski, Mohammed J. Zaki:
Trends in computer science research. Commun. ACM 56(10): 74-83 (2013) - [c91]Arlei Silva, Sara Guimarães, Wagner Meira Jr., Mohammed Javeed Zaki:
ProfileRank: finding relevant content and influential users based on information diffusion. SNAKDD 2013: 2:1-2:9 - [c90]Pranay Anchuri, Mohammed J. Zaki, Omer Barkol, Shahar Golan, Moshe Shamy:
Approximate graph mining with label costs. KDD 2013: 518-526 - [c89]Geng Li, Stephan Günnemann, Mohammed J. Zaki:
Stochastic subspace search for top-k multi-view clustering. MultiClust@KDD 2013: 3 - [p5]Chandan K. Reddy, Mohammad Al Hasan, Mohammed J. Zaki:
Clustering Biological Data. Data Clustering: Algorithms and Applications 2013: 381-414 - [e21]Gaurav Pandey, Huzefa Rangwala, George Karypis, Jake Yue Chen, Mohammed Javeed Zaki:
Proceedings of the 12th International Workshop on Data Mining in Bioinformatics, BioKDD 2013, Chicago, IL, USA, August 11, 2013. ACM 2013, ISBN 978-1-4503-2327-7 [contents] - [i3]Hilmi Yildirim, Vineet Chaoji, Mohammed J. Zaki:
DAGGER: A Scalable Index for Reachability Queries in Large Dynamic Graphs. CoRR abs/1301.0977 (2013) - 2012
- [j67]Hélio Marcos Paz de Almeida, Dorgival Olavo Guedes Neto, Wagner Meira Jr., Mohammed J. Zaki:
Towards a Better Quality Metric for Graph Cluster Evaluation. J. Inf. Data Manag. 3(3): 378-393 (2012) - [j66]Pranay Anchuri, Mohammed J. Zaki, Omer Barkol, Ruth Bergman, Yifat Felder, Shahar Golan, Arik Sityon:
Graph mining for discovering infrastructure patterns in configuration management databases. Knowl. Inf. Syst. 33(3): 491-522 (2012) - [j65]Arlei Silva, Wagner Meira Jr., Mohammed J. Zaki:
Mining Attribute-structure Correlated Patterns in Large Attributed Graphs. Proc. VLDB Endow. 5(5): 466-477 (2012) - [j64]Geng Li, Murat Semerci, Bülent Yener, Mohammed J. Zaki:
Effective graph classification based on topological and label attributes. Stat. Anal. Data Min. 5(4): 265-283 (2012) - [j63]Mohammad Al Hasan, Jun Huan, Jake Yue Chen, Mohammed J. Zaki:
Biological knowledge discovery and data mining. Sci. Program. 20(1): 1-2 (2012) - [j62]Hilmi Yildirim, Vineet Chaoji, Mohammed J. Zaki:
GRAIL: a scalable index for reachability queries in very large graphs. VLDB J. 21(4): 509-534 (2012) - [c88]Glívia Angélica Rodrigues Barbosa, Ismael Santana Silva, Mohammed Javeed Zaki, Wagner Meira Jr., Raquel O. Prates, Adriano Veloso:
Characterizing the effectiveness of twitter hashtags to detect and track online population sentiment. CHI Extended Abstracts 2012: 2621-2626 - [c87]Geng Li, Mohammed J. Zaki:
Sampling minimal frequent boolean (DNF) patterns. KDD 2012: 87-95 - [p4]Mohammed J. Zaki:
A Journey in Pattern Mining. Journeys to Data Mining 2012: 231-241 - [e20]Xue-wen Chen, Guy Lebanon, Haixun Wang, Mohammed J. Zaki:
21st ACM International Conference on Information and Knowledge Management, CIKM'12, Maui, HI, USA, October 29 - November 02, 2012. ACM 2012, ISBN 978-1-4503-1156-4 [contents] - [e19]Mohammed Javeed Zaki, Arno Siebes, Jeffrey Xu Yu, Bart Goethals, Geoffrey I. Webb, Xindong Wu:
12th IEEE International Conference on Data Mining, ICDM 2012, Brussels, Belgium, December 10-13, 2012. IEEE Computer Society 2012, ISBN 978-1-4673-4649-8 [contents] - [e18]Jilles Vreeken, Charles Ling, Mohammed Javeed Zaki, Arno Siebes, Jeffrey Xu Yu, Bart Goethals, Geoffrey I. Webb, Xindong Wu:
12th IEEE International Conference on Data Mining Workshops, ICDM Workshops, Brussels, Belgium, December 10, 2012. IEEE Computer Society 2012, ISBN 978-1-4673-5164-5 [contents] - [e17]Tamer Kahveci, Saeed Salem, Mehmet Koyutürk, Jake Yue Chen, Mohammed J. Zaki:
Proceedings of the 11th International Workshop on Data Mining in Bioinformatics, BIOKDD 2012, Beijing, China, August 12, 2012. ACM 2012, ISBN 978-1-4503-1552-4 [contents] - [i2]Arlei Silva, Wagner Meira Jr., Mohammed J. Zaki:
Mining Attribute-structure Correlated Patterns in Large Attributed Graphs. CoRR abs/1201.6568 (2012) - [i1]Medha Atre, Vineet Chaoji, Mohammed J. Zaki:
BitPath -- Label Order Constrained Reachability Queries over Large Graphs. CoRR abs/1203.2886 (2012) - 2011
- [j61]Adriano Veloso, Wagner Meira Jr., Marcos André Gonçalves, Humberto Mossri de Almeida, Mohammed Javeed Zaki:
Calibrated lazy associative classification. Inf. Sci. 181(13): 2656-2670 (2011) - [j60]Mohammad Al Hasan, Saeed Salem, Mohammed J. Zaki:
SimClus: an effective algorithm for clustering with a lower bound on similarity. Knowl. Inf. Syst. 28(3): 665-685 (2011) - [c86]Pranay Anchuri, Mohammed J. Zaki, Omer Barkol, Ruth Bergman, Yifat Felder, Shahar Golan, Arik Sityon:
Infrastructure Pattern Discovery in Configuration Management Databases via Large Sparse Graph Mining. ICDM 2011: 11-20 - [c85]Hélio Marcos Paz de Almeida, Dorgival Olavo Guedes Neto, Wagner Meira Jr., Mohammed J. Zaki:
Is There a Best Quality Metric for Graph Clusters? ECML/PKDD (1) 2011: 44-59 - [c84]Elisa Boari de Lima, Raquel Cardoso de Melo Minardi, Wagner Meira Jr., Mohammed Javeed Zaki:
Data Integration via Constrained Clustering: An Application to Enzyme Clustering. SDM 2011: 83-94 - [c83]Vineet Chaoji, Geng Li, Hilmi Yildirim, Mohammed Javeed Zaki:
ABACUS: Mining Arbitrary Shaped Clusters from Large Datasets based on Backbone Identification. SDM 2011: 295-306 - [p3]Mohammad Al Hasan, Mohammed J. Zaki:
A Survey of Link Prediction in Social Networks. Social Network Data Analytics 2011: 243-275 - [e16]Fang-Xiang Wu, Mohammed Javeed Zaki, Shinichi Morishita, Yi Pan, Stephen Wong, Anastasia Christianson, Xiaohua Hu:
IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2011, Atlanta, GA, USA, November 12-15, , 2011. IEEE Computer Society 2011, ISBN 978-1-4577-1799-4 [contents] - [e15]Mohammed J. Zaki, Jake Yue Chen, Mohammad Al Hasan, Jun Huan:
Proceedings of the Tenth International Workshop on Data Mining in Bioinformatics, BIOKDD '11, San Diego, California, USA, August 21, 2011. ACM 2011, ISBN 978-1-4503-0839-7 [contents] - 2010
- [j59]Saeed Salem, Mohammed J. Zaki, Chris Bystroff:
FlexSnap: Flexible Non-sequential Protein Structure Alignment. Algorithms Mol. Biol. 5: 12 (2010) - [j58]Mohammed Javeed Zaki, Naren Ramakrishnan, Lizhuang Zhao:
Mining Frequent Boolean Expressions: Application to Gene Expression and Regulatory Modeling. Int. J. Knowl. Discov. Bioinform. 1(3): 68-96 (2010) - [j57]Karam Gouda, Mosab Hassaan, Mohammed J. Zaki:
Prism: An effective approach for frequent sequence mining via prime-block encoding. J. Comput. Syst. Sci. 76(1): 88-102 (2010) - [j56]Hilmi Yildirim, Vineet Chaoji, Mohammed Javeed Zaki:
GRAIL: Scalable Reachability Index for Large Graphs. Proc. VLDB Endow. 3(1): 276-284 (2010) - [j55]Mohammed J. Zaki, Christopher D. Carothers, Boleslaw K. Szymanski:
VOGUE: A variable order hidden Markov model with duration based on frequent sequence mining. ACM Trans. Knowl. Discov. Data 4(1): 5:1-5:31 (2010) - [c82]Neha Goel, Michael S. Hsiao, Naren Ramakrishnan, Mohammed J. Zaki:
Mining Complex Boolean Expressions for Sequential Equivalence Checking. Asian Test Symposium 2010: 442-447 - [c81]Mohammed Javeed Zaki:
Pattern mining : the past, present, and future. EGC 2010: 17-18 - [c80]Mohammed J. Zaki:
Practical Graph Mining. ICCS 2010: 13 - [c79]Hilmi Yildirim, Mohammed Javeed Zaki:
Graph indexing for reachability queries. ICDE Workshops 2010: 321-324 - [c78]Arlei Silva, Wagner Meira Jr., Mohammed J. Zaki:
Structural correlation pattern mining for large graphs. MLG@KDD 2010: 119-126 - [c77]Medha Atre, Vineet Chaoji, Mohammed J. Zaki, James A. Hendler:
Matrix "Bit" loaded: a scalable lightweight join query processor for RDF data. WWW 2010: 41-50 - [c76]Jierui Xie, Boleslaw K. Szymanski, Mohammed J. Zaki:
Learning Dissimilarities for Categorical Symbols. FSDM 2010: 97-106 - [e14]Mohammed Javeed Zaki, Jeffrey Xu Yu, Balaraman Ravindran, Vikram Pudi:
Advances in Knowledge Discovery and Data Mining, 14th Pacific-Asia Conference, PAKDD 2010, Hyderabad, India, June 21-24, 2010. Proceedings. Part I. Lecture Notes in Computer Science 6118, Springer 2010, ISBN 978-3-642-13656-6 [contents] - [e13]Mohammed Javeed Zaki, Jeffrey Xu Yu, Balaraman Ravindran, Vikram Pudi:
Advances in Knowledge Discovery and Data Mining, 14th Pacific-Asia Conference, PAKDD 2010, Hyderabad, India, June 21-24, 2010. Proceedings. Part II. Lecture Notes in Computer Science 6119, Springer 2010, ISBN 978-3-642-13671-9 [contents]
2000 – 2009
- 2009
- [j54]Saeed Salem, Mohammed J. Zaki, Christopher Bystroff:
Iterative Non-Sequential protein Structural Alignment. J. Bioinform. Comput. Biol. 7(3): 571-596 (2009) - [j53]Vineet Chaoji, Mohammad Al Hasan, Saeed Salem, Mohammed J. Zaki:
SPARCL: an effective and efficient algorithm for mining arbitrary shape-based clusters. Knowl. Inf. Syst. 21(2): 201-229 (2009) - [j52]Mohammad Al Hasan, Vineet Chaoji, Saeed Salem, Mohammed J. Zaki:
Robust partitional clustering by outlier and density insensitive seeding. Pattern Recognit. Lett. 30(11): 994-1002 (2009) - [j51]Mohammad Al Hasan, Mohammed J. Zaki:
Output Space Sampling for Graph Patterns. Proc. VLDB Endow. 2(1): 730-741 (2009) - [j50]Adriano Veloso, Mohammed Javeed Zaki, Wagner Meira Jr., Marcos André Gonçalves:
Competence-conscious associative classification. Stat. Anal. Data Min. 2(5-6): 361-377 (2009) - [j49]Peter A. Flach, Sebastian Spiegler, Bruno Golénia, Simon Price, John Guiver, Ralf Herbrich, Thore Graepel, Mohammed J. Zaki:
Novel tools to streamline the conference review process: experiences from SIGKDD'09. SIGKDD Explor. 11(2): 63-67 (2009) - [c75]Stephen Kelley, Mark K. Goldberg, Malik Magdon-Ismail, Konstantin Mertsalov, William A. Wallace, Mohammed Javeed Zaki:
graphOnt: An ontology based library for conversion from semantic graphs to JUNG. ISI 2009: 170-172 - [c74]Mohammad Al Hasan, Saeed Salem, Benjarath Pupacdi, Mohammed J. Zaki:
Clustering with Lower Bound on Similarity. PAKDD 2009: 122-133 - [c73]Mohammad Al Hasan, Mohammed Javeed Zaki:
MUSK: Uniform Sampling of k Maximal Patterns. SDM 2009: 650-661 - [c72]Adriano Veloso, Mohammed Javeed Zaki, Wagner Meira Jr., Marcos André Gonçalves:
The Metric Dilemma: Competence-Conscious Associative Classification. SDM 2009: 918-929 - [c71]Saeed Salem, Mohammed J. Zaki, Chris Bystroff:
FlexSnap: Flexible Non-sequential Protein Structure Alignment. WABI 2009: 273-285 - [e12]John F. Elder IV, Françoise Fogelman-Soulié, Peter A. Flach, Mohammed Javeed Zaki:
Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28 - July 1, 2009. ACM 2009, ISBN 978-1-60558-495-9 [contents] - [r1]Mohammed J. Zaki:
Closed Itemset Mining and Non-redundant Association Rule Mining. Encyclopedia of Database Systems 2009: 365-368 - 2008
- [j48]Vineet Chaoji, Mohammad Al Hasan, Saeed Salem, Mohammed Javeed Zaki:
An integrated, generic approach to pattern mining: data mining template library. Data Min. Knowl. Discov. 17(3): 457-495 (2008) - [j47]Renata Braga Araújo, Guilherme Henrique Trielli Ferreira, Gustavo Henrique Orair, Wagner Meira Jr., Renato Antônio Celso Ferreira, Dorgival Olavo Guedes Neto, Mohammed Javeed Zaki:
The ParTriCluster Algorithm for Gene Expression Analysis. Int. J. Parallel Program. 36(2): 226-249 (2008) - [j46]Feng Gao, Mohammed Javeed Zaki:
PSIST: A scalable approach to indexing protein structures using suffix trees. J. Parallel Distributed Comput. 68(1): 54-63 (2008) - [j45]Vineet Chaoji, Mohammad Al Hasan, Saeed Salem, Jérémy Besson, Mohammed J. Zaki:
ORIGAMI: A Novel and Effective Approach for Mining Representative Orthogonal Graph Patterns. Stat. Anal. Data Min. 1(2): 67-84 (2008) - [j44]Mohammed J. Zaki, Ke Wang:
Special Issue on the Best Papers of SDM'08. Stat. Anal. Data Min. 1(3): 109-110 (2008) - [j43]Jake Y. Chen, Mohammed Javeed Zaki, Stefano Lonardi:
BIOKDD 2008: a workshop report on data mining in bioinformatics. SIGKDD Explor. 10(2): 51-53 (2008) - [j42]Mohammed Javeed Zaki, Naren Ramakrishnan, Srinivasan Parthasarathy:
Biological data mining. Sci. Program. 16(1): 3 (2008) - [j41]Mohammed J. Zaki, George Karypis, Jiong Yang, Wei Wang:
Introduction to special issue on bioinformatics. ACM Trans. Knowl. Discov. Data 2(1): 1:1 (2008) - [c70]Vineet Chaoji, Mohammad Al Hasan, Saeed Salem, Mohammed J. Zaki:
SPARCL: Efficient and Effective Shape-Based Clustering. ICDM 2008: 93-102 - [c69]Benjarath Phoophakdee, Mohammed Javeed Zaki:
TRELLIS+: An Effective Approach for Indexing Genome-Scale Sequences Using Suffix Trees. Pacific Symposium on Biocomputing 2008: 90-101 - [c68]Adriano Veloso, Wagner Meira Jr., Mohammed Javeed Zaki:
Calibrated Lazy Associative Classification. SBBD 2008: 135-149 - 2007
- [j40]Mohammed J. Zaki, George Karypis, Jiong Yang:
Data Mining in Bioinformatics (BIOKDD). Algorithms Mol. Biol. 2 (2007) - [j39]Mohammed J. Zaki, Markus Peters, Ira Assent, Thomas Seidl:
Clicks: An effective algorithm for mining subspace clusters in categorical datasets. Data Knowl. Eng. 60(1): 51-70 (2007) - [c67]Mohammad Al Hasan, Vineet Chaoji, Saeed Salem, Jérémy Besson, Mohammed Javeed Zaki:
ORIGAMI: Mining Representative Orthogonal Graph Patterns. ICDM 2007: 153-162 - [c66]Karam Gouda, Mosab Hassaan, Mohammed Javeed Zaki:
Prism: A Primal-Encoding Approach for Frequent Sequence Mining. ICDM 2007: 487-492 - [c65]Charu C. Aggarwal, Na Ta, Jianyong Wang, Jianhua Feng, Mohammed Javeed Zaki:
Xproj: a framework for projected structural clustering of xml documents. KDD 2007: 46-55 - [c64]Adriano Veloso, Wagner Meira Jr., Marcos André Gonçalves, Mohammed Javeed Zaki:
Multi-label Lazy Associative Classification. PKDD 2007: 605-612 - [c63]Wagner Meira Jr., Mohammed J. Zaki:
Data Clustering Paradigms. SBBD 2007: 387 - [c62]Benjarath Phoophakdee, Mohammed J. Zaki:
Genome-scale disk-based suffix tree indexing. SIGMOD Conference 2007: 833-844 - 2006
- [j38]Yongqiang Zhang, Mohammed J. Zaki:
EXMOTIF: efficient structured motif extraction. Algorithms Mol. Biol. 1 (2006) - [j37]Yongqiang Zhang, Mohammed J. Zaki:
SMOTIF: efficient structured pattern and profile motif search. Algorithms Mol. Biol. 1 (2006) - [j36]Shichao Zhang, Mohammed Javeed Zaki:
Mining Multiple Data Sources: Local Pattern Analysis. Data Min. Knowl. Discov. 12(2-3): 121-125 (2006) - [j35]Mohammed Javeed Zaki, Charu C. Aggarwal:
XRules: An effective algorithm for structural classification of XML data. Mach. Learn. 62(1-2): 137-170 (2006) - [j34]Lane A. Hemaspaandra, Mitsunori Ogihara, Mohammed J. Zaki, Marius Zimand:
The Complexity of Finding Top-Toda-Equivalence-Class Members. Theory Comput. Syst. 39(5): 669-684 (2006) - [j33]Gregory Piatetsky-Shapiro, Chabane Djeraba, Lise Getoor, Robert Grossman, Ronen Feldman, Mohammed Javeed Zaki:
What are the grand challenges for data mining?: KDD-2006 panel report. SIGKDD Explor. 8(2): 70-77 (2006) - [j32]Mohammed J. Zaki, George Karypis, Jiong Yang:
BIOKDD06: data mining in Bioinformatics. SIGKDD Explor. 8(2): 78 (2006) - [c61]Adriano Veloso, Wagner Meira Jr., Marco Cristo, Marcos André Gonçalves, Mohammed Javeed Zaki:
Multi-evidence, multi-criteria, lazy associative document classification. CIKM 2006: 218-227 - [c60]Adriano Veloso, Wagner Meira Jr., Mohammed J. Zaki:
Lazy Associative Classification. ICDM 2006: 645-654 - [c59]Jeffrey Baumes, Mark K. Goldberg, Mykola Hayvanovych, Malik Magdon-Ismail, William A. Wallace, Mohammed Javeed Zaki:
Finding Hidden Group Structure in a Stream of Communications. ISI 2006: 201-212 - [c58]Lizhuang Zhao, Mohammed J. Zaki, Naren Ramakrishnan:
BLOSOM: a framework for mining arbitrary boolean expressions. KDD 2006: 827-832 - [c57]Gregory Piatetsky-Shapiro, Robert Grossman, Chabane Djeraba, Ronen Feldman, Lise Getoor, Mohammed Javeed Zaki:
Is there a grand challenge or X-prize for data mining? KDD 2006: 954-956 - [c56]Bouchra Bouqata, Christopher D. Carothers, Boleslaw K. Szymanski, Mohammed Javeed Zaki:
VOGUE: A Novel Variable Order-Gap State Machine for Modeling Sequences. PKDD 2006: 42-54 - [e11]Richi Nayak, Mohammed Javeed Zaki:
Knowledge Discovery from XML Documents, First International Workshop, KDXD 2006, Singapore, April 9, 2006, Proceedings. Lecture Notes in Computer Science 3915, Springer 2006, ISBN 3-540-33180-8 [contents] - 2005
- [j31]Karam Gouda, Mohammed Javeed Zaki:
GenMax: An Efficient Algorithm for Mining Maximal Frequent Itemsets. Data Min. Knowl. Discov. 11(3): 223-242 (2005) - [j30]Lizhuang Zhao, Mohammed Javeed Zaki:
MicroCluster: Efficient Deterministic Biclustering of Microarray Data. IEEE Intell. Syst. 20(6): 40-49 (2005) - [j29]Mohammed Javeed Zaki:
Efficiently Mining Frequent Embedded Unordered Trees. Fundam. Informaticae 66(1-2): 33-52 (2005) - [j28]Karlton Sequeira, Mohammed Javeed Zaki:
SCHISM: a new approach to interesting subspace mining. Int. J. Bus. Intell. Data Min. 1(2): 137-160 (2005) - [j27]Srinivasan Parthasarathy, Wei Wang, Mohammed Javeed Zaki:
BIOKDD 2005 workshop report. SIGKDD Explor. 7(2): 129-131 (2005) - [j26]Bart Goethals, Siegfried Nijssen, Mohammed Javeed Zaki:
Open source data mining: workshop report. SIGKDD Explor. 7(2): 143-144 (2005) - [j25]Mohammed Javeed Zaki, Ching-Jui Hsiao:
Efficient Algorithms for Mining Closed Itemsets and Their Lattice Structure. IEEE Trans. Knowl. Data Eng. 17(4): 462-478 (2005) - [j24]Mohammed Javeed Zaki:
Efficiently Mining Frequent Trees in a Forest: Algorithms and Applications. IEEE Trans. Knowl. Data Eng. 17(8): 1021-1035 (2005) - [c55]Feng Gao, Mohammed Javeed Zaki:
PSIST: Indexing Protein Structures Using Suffix Trees. CSB 2005: 212-222 - [c54]Mohammed Javeed Zaki, Markus Peters:
CLICKS: Mining Subspace Clusters in Categorical Data via K-partite Maximal Cliques. ICDE 2005: 355-356 - [c53]Mohammed Javeed Zaki, Nagender Parimi, Nilanjana De, Feng Gao, Benjarath Phoophakdee, Joe Urban, Vineet Chaoji, Mohammad Al Hasan, Saeed Salem:
Towards Generic Pattern Mining. ICFCA 2005: 1-20 - [c52]Ganesh Ramesh, Mohammed Javeed Zaki, William Maniatty:
Distribution-Based Synthetic Database Generation Techniques for Itemset Mining. IDEAS 2005: 307-316 - [c51]Mohammed Javeed Zaki, Naren Ramakrishnan:
Reasoning about sets using redescription mining. KDD 2005: 364-373 - [c50]Mohammed Javeed Zaki, Markus Peters, Ira Assent, Thomas Seidl:
CLICKS: an effective algorithm for mining subspace clusters in categorical datasets. KDD 2005: 736-742 - [c49]Mohammed Javeed Zaki, Nilanjana De, Feng Gao, Nagender Parimi, Benjarath Phoophakdee, Joe Urban, Vineet Chaoji, Mohammad Al Hasan, Saeed Salem:
Towards Generic Pattern Mining. PReMI 2005: 91-97 - [c48]Lizhuang Zhao, Mohammed Javeed Zaki:
TriCluster: An Effective Algorithm for Mining Coherent Clusters in 3D Microarray Data. SIGMOD Conference 2005: 694-705 - [p2]Jason Tsong-Li Wang, Mohammed Javeed Zaki, Hannu Toivonen, Dennis E. Shasha:
Introduction to Data Mining in Bioinformatics. Data Mining in Bioinformatics 2005: 3-8 - [p1]Mohammed Javeed Zaki, Vinay Nadimpally, Deb Bardhan, Chris Bystroff:
Predicting Protein Folding Pathways. Data Mining in Bioinformatics 2005: 127-141 - [e10]Jason Tsong-Li Wang, Mohammed Javeed Zaki, Hannu Toivonen, Dennis E. Shasha:
Data Mining in Bioinformatics. Springer 2005, ISBN 1-85233-671-4 [contents] - [e9]Roberto J. Bayardo Jr., Bart Goethals, Mohammed Javeed Zaki:
FIMI '04, Proceedings of the IEEE ICDM Workshop on Frequent Itemset Mining Implementations, Brighton, UK, November 1, 2004. CEUR Workshop Proceedings 126, CEUR-WS.org 2005 [contents] - [e8]Srinivasan Parthasarathy, Wei Wang, Mohammed J. Zaki:
Proceedings of the 5th international workshop on Bioinformatics, BIOKDD 2005, Chicago, Illinois, USA, August 21, 2005. ACM 2005 [contents] - 2004
- [j23]Mohammed Javeed Zaki:
Mining Non-Redundant Association Rules. Data Min. Knowl. Discov. 9(3): 223-248 (2004) - [j22]Bart Goethals, Mohammed Javeed Zaki:
Advances in frequent itemset mining implementations: report on FIMI'03. SIGKDD Explor. 6(1): 109-117 (2004) - [j21]Mohammed Javeed Zaki, Shinichi Morishita, Isidore Rigoutsos:
Report on BIOKDD04: workshop on data mining in Bioinformatics. SIGKDD Explor. 6(2): 153-154 (2004) - [c47]Mohammed Javeed Zaki, Nilanjana De, Feng Gao, Paolo Palmerini, Nagender Parimi, Jeevan Pathuri, Benjarath Phoophakdee, Joe Urban:
Generic Pattern Mining Via Data Mining Template Library. Constraint-Based Mining and Inductive Databases 2004: 362-379 - [c46]Mohammed Javeed Zaki, David A. Bader, Johan Montagnat, Concettina Guerra:
Topic 17: High Performance Bioinformatics. Euro-Par 2004: 988 - [c45]Karlton Sequeira, Mohammed Javeed Zaki:
SCHISM: A New Approach for Interesting Subspace Mining. ICDM 2004: 186-193 - [c44]Mohammed Javeed Zaki, Vinay Nadimpally, Deb Bardhan, Chris Bystroff:
Predicting protein folding pathways. ISMB/ECCB (Supplement of Bioinformatics) 2004: 386-393 - [c43]Lane A. Hemaspaandra, Mitsunori Ogihara, Mohammed Javeed Zaki, Marius Zimand:
The Complexity of Finding Top-Toda-Equivalence-Class Members. LATIN 2004: 90-99 - [c42]Amir H. Youssefi, David J. Duke, Mohammed Javeed Zaki:
Visual web mining. WWW (Alternate Track Papers & Posters) 2004: 394-395 - [e7]Mohammed Javeed Zaki, Shinichi Morishita, Isidore Rigoutsos:
Proceedings of the 4th ACM SIGKDD Workshop on Data Mining in Bioinformatics (BIOKDD 2004), August 22th, 2004, Seattle, Washington, USA. 2004 [contents] - 2003
- [j20]Mohammed Javeed Zaki, Jason Tsong-Li Wang:
Special issue on data management in bioinformatics. Inf. Syst. 28(4): 241-242 (2003) - [j19]Vinay Nadimpally, Mohammed Javeed Zaki:
A novel approach to determine normal variation in gene expression data. SIGKDD Explor. 5(2): 6-15 (2003) - [j18]Mohammed Javeed Zaki, Jason Tsong-Li Wang, Hannu Toivonen:
Data mining in bioinformatics: report on BIOKDD'03. SIGKDD Explor. 5(2): 198-199 (2003) - [j17]Mohammed Javeed Zaki, Shan Jin, Chris Bystroff:
Mining residue contacts in proteins using local structure predictions. IEEE Trans. Syst. Man Cybern. Part B 33(5): 789-801 (2003) - [c41]Bart Goethals, Mohammed Javeed Zaki:
Advances in Frequent Itemset Mining Implementations: Introduction to FIMI03. FIMI 2003 - [c40]Mohammed Javeed Zaki, Charu C. Aggarwal:
XRules: an effective structural classifier for XML data. KDD 2003: 316-325 - [c39]Mohammed Javeed Zaki, Karam Gouda:
Fast vertical mining using diffsets. KDD 2003: 326-335 - [c38]Feng Pan, Gao Cong, Anthony K. H. Tung, Jiong Yang, Mohammed Javeed Zaki:
Carpenter: finding closed patterns in long biological datasets. KDD 2003: 637-642 - [c37]Karlton Sequeira, Mohammed Javeed Zaki, Boleslaw K. Szymanski, Christopher D. Carothers:
Improving spatial locality of programs via data mining. KDD 2003: 649-654 - [c36]Mohammed Javeed Zaki, Jason Tsong-Li Wang, Hannu Toivonen:
Opening Remarks. BIOKDD 2003 - [c35]Ganesh Ramesh, William Maniatty, Mohammed Javeed Zaki:
Feasible itemset distributions in data mining: theory and application. PODS 2003: 284-295 - [e6]Mohammed Javeed Zaki, Charu C. Aggarwal:
Proceedings of the 8th ACM SIGMOD workshop on Research issues in data mining and knowledge discovery, DMKD 2003, San Diego, California, USA, June 13, 2003. ACM 2003 [contents] - [e5]Bart Goethals, Mohammed Javeed Zaki:
FIMI '03, Frequent Itemset Mining Implementations, Proceedings of the ICDM 2003 Workshop on Frequent Itemset Mining Implementations, 19 December 2003, Melbourne, Florida, USA. CEUR Workshop Proceedings 90, CEUR-WS.org 2003 [contents] - [e4]Mohammed Javeed Zaki, Jason Tsong-Li Wang, Hannu Toivonen:
Proceedings of the 3nd ACM SIGKDD Workshop on Data Mining in Bioinformatics (BIOKDD 2003), August 27th, 2003, Washington, DC, USA. 2003 [contents] - 2002
- [j16]Mohammed Javeed Zaki, Yi Pan:
Introduction: Recent Developments in Parallel and Distributed Data Mining. Distributed Parallel Databases 11(2): 123-127 (2002) - [j15]Mohammed Javeed Zaki:
Editorial: Online, Interactive, and Anytime Data Mining. SIGKDD Explor. 3(2) (2002) - [j14]Mohammed Javeed Zaki, Jason Tsong-Li Wang, Hannu Toivonen:
BIOKDD01: Workshop on Data Mining in Bioinformatics. SIGKDD Explor. 3(2): 71-73 (2002) - [j13]Mohammed Javeed Zaki, Jason Tsong-Li Wang, Hannu Toivonen:
BIOKDD 2002: Recent Advanced in Data Minig for Bioinformatics. SIGKDD Explor. 4(2): 112-114 (2002) - [c34]Ganesh Ramesh, William Maniatty, Mohammed Javeed Zaki:
Indexing and Data Access Methods for Database Mining. DMKD 2002 - [c33]Christopher D. Carothers, Boleslaw K. Szymanski, Mohammed Javeed Zaki:
Performance Mining of Large-Scale Data-Intensive Applications. IPDPS 2002 - [c32]Jingjing Hu, Xiaolan Shen, Yu Shao, Chris Bystroff, Mohammed Javeed Zaki:
Mining Protein Contact Maps. BIOKDD 2002: 3-10 - [c31]Mohammed Javeed Zaki:
Efficiently mining frequent trees in a forest. KDD 2002: 71-80 - [c30]Karlton Sequeira, Mohammed Javeed Zaki:
ADMIT: anomaly-based data mining for intrusions. KDD 2002: 386-395 - [c29]Mohammed Javeed Zaki, Jason Tsong-Li Wang, Hannu Toivonen:
Foreword. BIOKDD 2002 - [c28]Adriano Veloso, Bruno Gusmão Rocha, Wagner Meira Jr., Márcio de Carvalho, Srinivasan Parthasarathy, Mohammed Javeed Zaki:
Efficiently Mining Approximate Models of Associations in Evolving Databases. PKDD 2002: 435-448 - [c27]Mohammed Javeed Zaki, Ching-Jiu Hsiao:
CHARM: An Efficient Algorithm for Closed Itemset Mining. SDM 2002: 457-473 - [c26]Adriano Veloso, Wagner Meira Jr., Márcio de Carvalho, Bruno Pôssas, Srinivasan Parthasarathy, Mohammed Javeed Zaki:
Mining Frequent Itemsets in Evolving Databases. SDM 2002: 494-510 - [e3]Mohammed Javeed Zaki, Jason Tsong-Li Wang, Hannu Toivonen:
Proceedings of the 2nd ACM SIGKDD Workshop on Data Mining in Bioinformatics (BIOKDD 2002), July 23rd, 2002, Edmonton, Alberta, Canada. 2002 [contents] - 2001
- [j12]Mohammed Javeed Zaki:
Parallel Sequence Mining on Shared-Memory Machines. J. Parallel Distributed Comput. 61(3): 401-426 (2001) - [j11]Srinivasan Parthasarathy, Mohammed Javeed Zaki, Mitsunori Ogihara, Wei Li:
Parallel Data Mining for Association Rules on Shared-Memory Systems. Knowl. Inf. Syst. 3(1): 1-29 (2001) - [j10]Mohammed Javeed Zaki:
SPADE: An Efficient Algorithm for Mining Frequent Sequences. Mach. Learn. 42(1/2): 31-60 (2001) - [c25]Karam Gouda, Mohammed Javeed Zaki:
Efficiently Mining Maximal Frequent Itemsets. ICDM 2001: 163-170 - [c24]John R. Punin, Mukkai S. Krishnamoorthy, Mohammed Javeed Zaki:
LOGML: Log Markup Language for Web Usage Mining. WEBKDD 2001: 88-112 - [c23]Mohammed Javeed Zaki:
Sequence Mining in Categorical Domains: Algorithms and Applications. Sequence Learning 2001: 162-187 - [c22]John R. Punin, Mukkai S. Krishnamoorthy, Mohammed Javeed Zaki:
LOGML - XML Language for Web Usage Mining. WWW Posters 2001 - [e2]Mohammed Javeed Zaki, Hannu Toivonen, Jason Tsong-Li Wang:
Proceedings of the ACM SIGKDD Workshop on Data Mining in Bioinformatics (BIOKDD 2001). 2001 [contents] - 2000
- [j9]Mohammed Javeed Zaki, Neal Lesh, Mitsunori Ogihara:
PlanMine: Predicting Plan Failures Using Sequence Mining. Artif. Intell. Rev. 14(6): 421-446 (2000) - [j8]Neal Lesh, Mohammed Javeed Zaki, Mitsunori Ogihara:
Scalable Feature Mining for Sequential Data. IEEE Intell. Syst. 15(2): 48-56 (2000) - [j7]Mohammed Javeed Zaki, Ching-Tien Ho:
KDD-99 Workshop on Large-Scale Parallel KDD Systems. SIGKDD Explor. 1(2): 112-114 (2000) - [j6]William Maniatty, Mohammed Javeed Zaki:
Systems Support for Scalable Data Mining. SIGKDD Explor. 2(2): 56-65 (2000) - [j5]Mohammed Javeed Zaki:
Scalable Algorithms for Association Mining. IEEE Trans. Knowl. Data Eng. 12(3): 372-390 (2000) - [c21]Mohammed Javeed Zaki, Shan Jin, Chris Bystroff:
Mining Residue Contacts in Proteins. BIBE 2000: 168-175 - [c20]Mohammed Javeed Zaki:
Sequence Mining in Categorical Domains: Incorporating Constraints. CIKM 2000: 422-429 - [c19]William Maniatty, Mohammed Javeed Zaki:
A Requirements Analysis for Parallel KDD Systems. IPDPS Workshops 2000: 358-365 - [c18]Mohammed Javeed Zaki:
Generating non-redundant association rules. KDD 2000: 34-43 - [c17]Vipin Kumar, Mohammed J. Zaki:
High performance data mining (tutorial PM-3). KDD Tutorial Notes 2000: 309-425 - [e1]Mohammed Javeed Zaki, Ching-Tien Ho:
Large-Scale Parallel Data Mining, Workshop on Large-Scale Parallel KDD Systems, SIGKDD, August 15, 1999, San Diego, CA, USA, revised papers. Lecture Notes in Computer Science 1759, Springer 2000, ISBN 3-540-67194-3 [contents]
1990 – 1999
- 1999
- [j4]Mohammed J. Zaki:
Parallel and distributed association mining: a survey. IEEE Concurr. 7(4): 14-25 (1999) - [c16]Srinivasan Parthasarathy, Mohammed Javeed Zaki, Mitsunori Ogihara, Sandhya Dwarkadas:
Incremental and Interactive Sequence Mining. CIKM 1999: 251-258 - [c15]Mohammed Javeed Zaki, Ching-Tien Ho, Rakesh Agrawal:
Parallel Classification for Data Mining on Shared-Memory Multiprocessors. ICDE 1999: 198-205 - [c14]Mohammed Javeed Zaki:
Parallel and Distributed Data Mining: An Introduction. Large-Scale Parallel Data Mining 1999: 1-23 - [c13]Mohammed Javeed Zaki:
Parallel Sequence Mining on Shared-Memory Machines. Large-Scale Parallel Data Mining 1999: 161-189 - [c12]Neal Lesh, Mohammed Javeed Zaki, Mitsunori Ogihara:
Mining Features for Sequence Classification. KDD 1999: 342-346 - 1998
- [c11]Mohammed Javeed Zaki:
Efficient Enumeration of Frequent Sequences. CIKM 1998: 68-75 - [c10]Srinivasan Parthasarathy, Mohammed Javeed Zaki, Wei Li:
Memory Placement Techniques for Parallel Association Mining. KDD 1998: 304-308 - [c9]Mohammed Javeed Zaki, Neal Lesh, Mitsunori Ogihara:
PlanMine: Sequence Mining for Plan Failures. KDD 1998: 369-374 - 1997
- [j3]Michal Cierniak, Mohammed Javeed Zaki, Wei Li:
Compile-Time Scheduling Algorithms for a Heterogeneous Network of Workstations. Comput. J. 40(6): 356-372 (1997) - [j2]Mohammed Javeed Zaki, Srinivasan Parthasarathy, Mitsunori Ogihara, Wei Li:
Parallel Algorithms for Discovery of Association Rules. Data Min. Knowl. Discov. 1(4): 343-373 (1997) - [j1]Mohammed Javeed Zaki, Wei Li, Srinivasan Parthasarathy:
Customized Dynamic Load Balancing for a Network of Workstations. J. Parallel Distributed Comput. 43(2): 156-162 (1997) - [c8]Vineet Gupta, Srinivasan Parthasarathy, Mohammed J. Zaki:
Arithmetic and logic operations with DNA. DNA Based Computers 1997: 149-159 - [c7]Mohammed Javeed Zaki, Srinivasan Parthasarathy, Mitsunori Ogihara, Wei Li:
New Algorithms for Fast Discovery of Association Rules. KDD 1997: 283-286 - [c6]Mohammed Javeed Zaki, Srinivasan Parthasarathy, Wei Li, Mitsunori Ogihara:
Evaluation of Sampling for Data Mining of Association Rules. RIDE 1997: 42-50 - [c5]Mohammed Javeed Zaki, Srinivasan Parthasarathy, Wei Li:
A Localized Algorithm for Parallel Association Mining. SPAA 1997: 321-330 - 1996
- [c4]Mohammed Javeed Zaki, Wei Li, Srinivasan Parthasarathy:
Customized Dynamic Load Balancing for a Network of Workstations. HPDC 1996: 282-291 - [c3]Mohammed Javeed Zaki, Mitsunori Ogihara, Srinivasan Parthasarathy, Wei Li:
Parallel Data Mining for Association Rules on Shared-Memory Multi-Processors. SC 1996: 43 - [c2]Srinivasan Parthasarathy, Wei Li, Michal Cierniak, Mohammed Javeed Zaki:
Compile-time inter-query dependence analysis. SPDP 1996: 522-529 - 1995
- [c1]Michal Cierniak, Wei Li, Mohammed Javeed Zaki:
Loop Scheduling for Heterogeneity. HPDC 1995: 78-85
Coauthor Index
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