دانلود کتاب 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

فهرست مطالب :

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