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8. RSKT 2013: Halifax, NS, Canada
- Pawan Lingras, Marcin Wolski
, Chris Cornelis, Sushmita Mitra, Piotr Wasilewski
Rough Sets and Knowledge Technology - 8th International Conference, RSKT 2013, Halifax, NS, Canada, October 11-14, 2013, Proceedings. Lecture Notes in Computer Science 8171, Springer 2013, ISBN 978-3-642-41298-1
Tutorial
- Marcin S. Szczuka
Using Domain Knowledge in Initial Stages of Knowledge Discovery in Databases - Tutorial Description. 1-6
History and Future of Rough Sets
- Hiroshi Sakai, Mao Wu, Naoto Yamaguchi, Michinori Nakata:
Non-deterministic Information in Rough Sets: A Survey and Perspective. 7-15 - Yiyu Yao:
Granular Computing and Sequential Three-Way Decisions. 16-27 - Jingtao Yao, Yan Zhang
A Scientometrics Study of Rough Sets in Three Decades. 28-40 - Patrick G. Clark, Jerzy W. Grzymala-Busse, Wojciech Rzasa:
Generalizations of Approximations. 41-52 - Guoyin Wang
Expression and Processing of Uncertain Information. 53-65 - S. K. Michael Wong:
Early Development of Rough Sets - From a Personal Perspective. 66-74
Foundations and Probabilistic Rough Sets
- Jingqian Wang, William Zhu
Contraction to Matroidal Structure of Rough Sets. 75-86 - Ryszard Janicki, Adam Lenarcic:
Optimal Approximations with Rough Sets. 87-98 - Tamás Mihálydeák
Partial Approximation of Multisets and Its Applications in Membrane Computing. 99-108 - Meizheng Li, Guoyin Wang
A Formal Concept Analysis Based Approach to Minimal Value Reduction. 109-120 - Bing Zhou, Yiyu Yao:
Comparison of Two Models of Probabilistic Rough Sets. 121-132 - Yoshifumi Kusunoki
Empirical Risk Minimization for Variable Precision Dominance-Based Rough Set Approach. 133-144 - Nouman Azam, Jingtao Yao:
Formulating Game Strategies in Game-Theoretic Rough Sets. 145-153
Rules, Reducts, Ensembles
- Fawaz Alsolami
Sequential Optimization of Approximate Inhibitory Rules Relative to the Length, Coverage and Number of Misclassifications. 154-165 - Motoyuki Ohki, Masahiro Inuiguchi:
Robustness Measure of Decision Rules. 166-177 - Leijun Li, Qinghua Hu, Xiangqian Wu, Daren Yu:
Exploring Margin for Dynamic Ensemble Selection. 178-187 - Shusaku Tsumoto, Shoji Hirano:
Evaluation of Incremental Change of Set-Based Indices. 188-199 - Sebastian Stawicki, Dominik Slezak:
Recent Advances in Decision Bireducts: Complexity, Heuristics and Streams. 200-212 - Yuichi Kato, Tetsuro Saeki, Shoutarou Mizuno:
Studies on the Necessary Data Size for Rule Induction by STRIM. 213-220 - Jin Wang, Bo Yun, Pingli Huang, Yu-Ao Liu:
Applying Threshold SMOTE Algoritwith Attribute Bagging to Imbalanced Datasets. 221-228
New Trends in Computing
- Minghua Pei, Dayong Deng, Houkuan Huang:
Parallel Reducts: A Hashing Approach. 229-239 - Junbo Zhang, Yun Zhu, Yi Pan
A Parallel Implementation of Computing Composite Rough Set Approximations on GPUs. 240-250 - Tariq Alusaifeer, Sheela Ramanna, Christopher J. Henry, James F. Peters:
GPU Implementation of MCE Approach to Finding Near Neighbourhoods. 251-262 - Tomasz Grzes
FPGA in Rough Set Based Core and Reduct Computation. 263-270 - Ping Li, Jianyang Wu, Lin Shang:
Fast Approximate Attribute Reduction with MapReduce. 271-278
Three-Way Decision Rough Sets
- Youli Liu, Lei Pan, Xiuyi Jia, Chongjun Wang, Junyuan Xie:
Three-Way Decision Based Overlapping Community Detection. 279-290 - Dun Liu, Tianrui Li
Three-Way Decisions in Dynamic Decision-Theoretic Rough Sets. 291-301 - Hong Yu, Qingfeng Zhou:
A Cluster Ensemble Framework Based on Three-Way Decisions. 302-312 - Jianlin Li, Xiaofei Deng, Yiyu Yao:
Multistage Email Spam Filtering Based on Three-Way Decisions. 313-324 - Huaxiong Li, Xianzhong Zhou, Bing Huang, Dun Liu:
Cost-Sensitive Three-Way Decision: A Sequential Strategy. 325-337 - Weiwei Li, Zhiqiu Huang, Xiuyi Jia:
Two-Phase Classification Based on Three-Way Decisions. 338-345 - Yanping Zhang, Hang Xing, Huijin Zou, Shu Zhao, Xiangyang Wang:
A Three-Way Decisions Model Based on Constructive Covering Algorithm. 346-353
Learning, Predicting, Modeling
- Weijia Su, Djemel Ziou, Nizar Bouguila:
A Hierarchical Statistical Framework for the Extraction of Semantically Related Words in Textual Documents. 354-363 - Wentao Fan
Anomaly Intrusion Detection Using Incremental Learning of an Infinite Mixture Model with Feature Selection. 364-373 - Khalid Shaker, Salwani Abdullah, Arwa Alqudsi
Hybridizing Meta-heuristics Approaches for Solving University Course Timetabling Problems. 374-384 - Wojciech Swieboda, Michal Meina, Hung Son Nguyen
Weight Learning for Document Tolerance Rough Set Model. 385-396 - Xuan Zou, Guoyin Wang
A Divide-and-Conquer Method Based Ensemble Regression Model for Water Quality Prediction. 397-404 - Hongming Zuo, Julia Ann Johnson
A Self-learning Audio Player That Uses a Rough Set and Neural Net Hybrid Approach. 405-412
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