Trends and Applications in Knowledge Discovery and Data Mining: PAKDD 2017 Workshops, MLSDA, BDM, DM-BPM Jeju, South Korea, May 23, 2017, Revised Selected Papers

Front Matter ....Pages I-XIV
Front Matter ....Pages 1-1
 Early Classification of Multivariate Time Series on Distributed and In-Memory Platforms  (Vincent S. Tseng, Huai-Shuo Huang, Chia-Wei Huang, Ping-Feng Wang, Chu-Feng Li)....Pages 3-14
 Behavior Classification of Dairy Cows Fitted with GPS Collars  (Robert Dunne, Dave Henry, Richard Rawnsley, Ashfaqur Rahman)....Pages 15-25
 Dynamic Real-Time Segmentation and Recognition of Activities Using a Multi-feature Windowing Approach  (Ahmad Shahi, Brendon J. Woodford, Hanhe Lin)....Pages 26-38
 Feature Extraction from EEG Data for a P300 Based Brain-Computer Interface  (Ali Hajian, Suet-Peng Yong)....Pages 39-50
 Thermal Stratification Prediction at Lake Trevallyn  (Ashfaqur Rahman, Philip Smethurst, Michael Attard, Rob Dunne)....Pages 51-55
Front Matter ....Pages 57-57
 Development of a Software Vulnerability Prediction Web Service Based on Artificial Neural Networks   (Cagatay Catal, Akhan Akbulut, Ecem Ekenoglu, Meltem Alemdaroglu)....Pages 59-67
 Diversification Heuristics in Bees Swarm Optimization for Association Rules Mining  (Youcef Djenouri, Zineb Habbas, Djamel Djenouri, Marco Comuzzi)....Pages 68-78
 Improved CFDP Algorithms Based on Shared Nearest Neighbors and Transitive Closure  (Li Ni, Wenjian Luo, Chenyang Bu, Yamin Hu)....Pages 79-93
 CNN-Based Sequence Labeling for Fine-Grained Opinion Mining of Microblogs  (Jiajun Cheng, Pei Li, Xin Zhang, Zhaoyun Ding, Hui Wang)....Pages 94-103
 A Genetic Algorithm for Interpretable Model Extraction from Decision Tree Ensembles  (Gilles Vandewiele, Kiani Lannoye, Olivier Janssens, Femke Ongenae, Filip De Turck, Sofie Van Hoecke)....Pages 104-115
 Self-adaptive Weighted Extreme Learning Machine for Imbalanced Classification Problems  (Hao Long, Yulin He, Joshua Zhexue Huang, Qiang Wang)....Pages 116-128
 Estimating Word Probabilities with Neural Networks in Latent Dirichlet Allocation  (Tomonari Masada)....Pages 129-137
 GA-Apriori: Combining Apriori Heuristic and Genetic Algorithms for Solving the Frequent Itemsets Mining Problem  (Youcef Djenouri, Marco Comuzzi)....Pages 138-148
Front Matter ....Pages 149-149
 Shelf Time Analysis in CTP Insurance Claims Processing  (Robert Andrews, Moe Wynn)....Pages 151-162
 Automated Product-Attribute Mapping  (Karamjit Singh, Garima Gupta, Gautam Shroff, Puneet Agarwal)....Pages 163-175
 A Novel Extreme Learning Machine-Based Classification Algorithm for Uncertain Data  (Xianchao Zhang, Daoyuan Sun, Yuangang Li, Han Liu, Wenxin Liang)....Pages 176-188
 SPGLAD: A Self-paced Learning-Based Crowdsourcing Classification Model  (Xianchao Zhang, Heng Shi, Yuangang Li, Wenxin Liang)....Pages 189-201
Back Matter ....Pages 203-203