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ORCIDBigData Congress 2018: Seattle, WA, USA
- Francis Y. L. Chin, C. L. Philip Chen, Latifur Khan, Kisung Lee, Liang-Jie Zhang:
Big Data - BigData 2018 - 7th International Congress, Held as Part of the Services Conference Federation, SCF 2018, Seattle, WA, USA, June 25-30, 2018, Proceedings. Lecture Notes in Computer Science 10968, Springer 2018, ISBN 978-3-319-94300-8
Research Track: BigData Modeling
- Jimin Wang, Qi Liu, Pengcheng Zhang:
Time Series Similarity Search Based on Positive and Negative Query. 3-16 - Yuming Wang, Jun Huang, Yun Liu, Lai Tu, Ling Liu:
Inter-Category Distribution Enhanced Feature Extraction for Efficient Text Classification. 17-25 - Chao Li
, Balaji Palanisamy, Prashant Krishnamurthy:
Reversible Data Perturbation Techniques for Multi-level Privacy-Preserving Data Publication. 26-42 - John Yoon, Michael DeBiase:
Real-Time Analysis of Big Network Packet Streams by Learning the Likelihood of Trusted Sequences. 43-56 - Hao Peng, Santosh U. Bobade, Michael E. Cotterell, John A. Miller:
Forecasting Traffic Flow: Short Term, Long Term, and When It Rains. 57-71 - Abhijit Suprem, Duen Horng Chau, Calton Pu:
Approximate Query Matching for Graph-Based Holistic Image Retrieval. 72-84
Research Track: BigData Analysis
- Sanghyun Hong, Noseong Park, Tanmoy Chakraborty, Hyunjoong Kang, Soonhyun Kwon:
PAGE: Answering Graph Pattern Queries via Knowledge Graph Embedding. 87-99 - Venkat Tipparam, Belinda Liu, Yifei Chen, Ziyu Lang, Gang Ye, Diana Li, Hong-Yen Nguyen, CP Lai, Steve Chan:
Distributed Big Data Ingestion at Scale for Extremely Large Community of Users. 100-109 - Oxana Korzh, Mikel Joaristi, Edoardo Serra:
Convolutional Neural Network Ensemble Fine-Tuning for Extended Transfer Learning. 110-123 - Yunpeng Xiao, Liangyun Liu, Ming Xu, Haohan Wang, Yanbing Liu:
GLDA-FP: Gaussian LDA Model for Forward Prediction. 124-139 - Bryan Pauken, Mudit Pradyumn, Nasseh Tabrizi:
Tracking Happiness of Different US Cities from Tweets. 140-148 - Alfredo Cuzzocrea, Rim Moussa, Gianni Viardo Vercelli:
An Innovative Lambda-Architecture-Based Data Warehouse Maintenance Framework for Effective and Efficient Near-Real-Time OLAP over Big Data. 149-165
Application Track: BigData Algorithms
- Guixia Kang, Bo Yang, Dongli Wei, Ling Li:
The Application of Machine Learning Algorithm Applied to 3Hs Risk Assessment. 169-181 - Chien-Heng Wu, Chiao-Ning Chuang, Wen-Yi Chang, Whey-Fone Tsai:
Development of Big Data Multi-VM Platform for Rapid Prototyping of Distributed Deep Learning. 182-193 - Zhi Qiao, Jacob Hochstetler, Shuwen Liang, Song Fu, Hsing-bung Chen, Bradley W. Settlemyer:
Developing Cost-Effective Data Rescue Schemes to Tackle Disk Failures in Data Centers. 194-208 - Ameen Abdel Hai, Babak Forouraghi:
On Scalability of Distributed Machine Learning with Big Data on Apache Spark. 209-219 - Intaek Jung, Kyusoo Chong:
Development of a Big Data Platform for Analysis of Road Driving Environment Using Vehicle Sensing Data and Public Data. 220-234
Application Track: BigData Practices
- Daya Ram Budhathoki, Dipankar Dasgupta, Pankaj Jain:
Big Data Framework for Finding Patterns in Multi-market Trading Data. 237-250 - Jessica Frierson, Dong Si:
Who's Next: Evaluating Attrition with Machine Learning Algorithms and Survival Analysis. 251-259 - Qi An, Morten Grimmig Christensen, Annith Ramachandran, Raghava Rao Mukkamala, Ravi Vatrapu:
Volkswagen's Diesel Emission Scandal: Analysis of Facebook Engagement and Financial Outcomes. 260-276 - Jing Zeng, Jin Che, Chunxiao Xing, Liang-Jie Zhang:
LeadsRobot: A Sales Leads Generation Robot Based on Big Data Analytics. 277-290 - Liping Deng, Huan Chen, Liang-Jie Zhang, Xin-Nan Li:
Research on the High and New Technology Development Potential of China City Clusters Based on China's New OTC Market. 291-303
Short Paper Track: BigData Analysis
- Kwang Sub Lee, Jin Ki Eom, Jun Lee, Dae-Seop Moon:
Analysis of Activity Population and Mobility Impacts of a New Shopping Mall Using Mobile Phone Bigdata. 307-311 - Jin Ki Eom, Kwang Sub Lee, Jun Lee, Dae-Seop Moon:
Activity-Based Traveler Analyzer Using Mobile and Socioeconomic Bigdata: Case Study of Seoul in Korea. 312-318 - Xinyue Zhang, Yanmin Han, Wei Ge, Daqiang Yan, Yiming Chen:
Design and Application of a Visual System for the Supply Chain of Thermal Coal Based on Big Data. 319-325 - Mudit Pradyumn, Akshat Kapoor, Nasseh Tabrizi:
Big Data Analytics on Twitter - A Systematic Review of Applications and Methods. 326-333 - Rosa Quelal, Mónica Villavicencio:
A Survey of Big Data Use in Large and Medium Ecuadorian Companies. 334-342
Short Paper Track: BigData Modeling
- Jianqiu Ge, Ning Guo, Jintao Meng, Bingqiang Wang, Pavan Balaji, Shengzhong Feng, Jiaxiu Zhou, Yanjie Wei:
K-mer Counting for Genomic Big Data. 345-351 - Huiling Zhang, Ning Guo, Guangyuan Liu, Junhao Hu, Jiaxiu Zhou, Shengzhong Feng, Yanjie Wei:
Ensemble Learning Based Gender Recognition from Physiological Signals. 352-359 - Xiaowei Xu, Li Hou, Zhen Guo, Ju Wang, Jiao Li:
Developing a Chinese Food Nutrient Data Analysis System for Precise Dietary Intake Management. 360-366 - Lu Qin, Xiaowei Xu, Jiao Li:
A Real-Time Professional Content Recommendation System for Healthcare Providers' Knowledge Acquisition. 367-371 - Gang Liu, Yi Su:
Study on Big Data Visualization of Joint Operation Command and Control System. 372-380
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