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ORCID8th RSCTC 2012: Chengdu, China
- Jingtao Yao, Yan Yang, Roman Slowinski, Salvatore Greco
, Huaxiong Li, Sushmita Mitra, Lech Polkowski:
Rough Sets and Current Trends in Computing - 8th International Conference, RSCTC 2012, Chengdu, China, August 17-20, 2012. Proceedings. Lecture Notes in Computer Science 7413, Springer 2012, ISBN 978-3-642-32114-6
Keynote
- Yiyu Yao:
An Outline of a Theory of Three-Way Decisions. 1-17
Part I: Rough Sets and Its Applications
- Shaoyong Li, Tianrui Li, Chuan Luo:
A Multi-granulation Model under Dominance-Based Rough Set Approach. 18-25 - Hailiang Wang, Mingtian Zhou:
A Refined Rough k-Means Clustering with Hybrid Threshold. 26-35 - Anping Zeng, Tianrui Li, Junbo Zhang, Dun Liu:
An Incremental Approach for Updating Approximations of Rough Fuzzy Sets under the Variation of the Object Set. 36-45 - Patrick G. Clark, Jerzy W. Grzymala-Busse, Zdzislaw S. Hippe:
How Good Are Probabilistic Approximations for Rule Induction from Data with Missing Attribute Values? 46-55 - Jerzy Blaszczynski, Roman Slowinski, Marcin Szelag:
Induction of Ordinal Classification Rules from Incomplete Data. 56-65 - Hai-Long Yang:
Interval Valued Fuzzy Rough Set Model on Two Different Universes and Its Application. 66-72 - Chien-Chung Chan:
Maximal Characteristic Sets and Neighborhoods Approach to Incomplete Information Systems. 73-82 - Bingzhen Sun, Weimin Ma, Haiyan Zhao, Xinxin Wang:
Probabilistic Fuzzy Rough Set Model over Two Universes. 83-93 - Dominik Slezak, Piotr Synak, Jakub Wroblewski, Janusz Borkowski, Graham Toppin:
Rough Optimizations of Complex Expressions in Infobright's RDBMS. 94-99 - Yang Liu, Guohua Bai, Qinglei Zhou, Elisabeth Rakus-Andersson:
Rough Sets Based Inequality Rule Learner for Knowledge Discovery. 100-105
Part II: Current Trends in Computing
- Omar S. Soliman, Aboul Ella Hassanien:
A Computer Aided Diagnosis System for Breast Cancer Using Support Vector Machine. 106-115 - Yong Yang, Yunxia Lu:
A New Method of the Accurate Eye Corner Location. 116-125 - Isabelle Tamanini, Plácido Rogério Pinheiro, Cícero Nogueira dos Santos:
A Hybrid Approach of Verbal Decision Analysis and Machine Learning. 126-131 - Long Chen, Banglan Liu, Wei Song:
An Efficient Data Integrity Verification Method Supporting Multi-granular Operation with Commutative Hash. 132-141 - Tomasz Xieski, Agnieszka Nowak-Brzezinska, Alicja Wakulicz-Deja:
Density-Based Method for Clustering and Visualization of Complex Data. 142-149 - Agnieszka Nowak-Brzezinska, Tomasz Jach, Alicja Wakulicz-Deja:
Inference Processes Using Incomplete Knowledge in Decision Support Systems - Chosen Aspects. 150-155 - Andrzej Janusz, Wojciech Swieboda, Adam Krasuski, Hung Son Nguyen:
Interactive Document Indexing Method Based on Explicit Semantic Analysis. 156-165 - Bo Huang, Yan Yang, Amjad Mahmood, Hongjun Wang:
Microblog Topic Detection Based on LDA Model and Single-Pass Clustering. 166-171 - Marcin S. Szczuka, Pawel Betlinski, Kamil Herba:
Named Entity Matching in Publication Databases - A Case Study of PubMed in SONCA. 172-179 - Vladimir Nikulin:
On the Homogeneous Ensembling with Balanced Random Sets and Boosting. 180-189 - Igor Chikalov, Shahid Hussain, Mikhail Moshkov:
On Cost and Uncertainty of Decision Trees. 190-197 - Xiang Yin, Ryszard Janicki:
Optimization of Quadtree Representation and Compression. 198-205 - Agnieszka Nowak-Brzezinska:
Outlier Mining in Rule-Based Knowledge Bases. 206-211 - Igor Chikalov, Shahid Hussain, Mikhail Moshkov:
Relationships between Number of Nodes and Number of Misclassifications for Decision Trees. 212-218 - Xiao Wu, Chengde Zhang, Qiang Peng:
Study on Feature Trajectory for Web Video Event Mining. 219-228 - Marzena Kryszkiewicz:
The Triangle Inequality versus Projection onto a Dimension in Determining Cosine Similarity Neighborhoods of Non-negative Vectors. 229-236 - Mona M. Soliman, Aboul Ella Hassanien, Hoda M. Onsi:
The Way of Improving PSO Performance: Medical Imaging Watermarking Case Study. 237-242 - Krzysztof Pancerz:
Toward Information Systems over Ontological Graphs. 243-248 - Chuanjiang Luo, Guoyin Wang, Feng Hu:
Two-Step Gene Feature Selection Algorithm Based on Permutation Test. 249-258
Part III: Special Session: Decision-Theoretic Rough Set Model and Applications
- Jiabin Liu, Fan Min, Shujiao Liao, William Zhu:
Minimal Test Cost Feature Selection with Positive Region Constraint. 259-266 - Xi'ao Ma, Guoyin Wang, Hong Yu:
Multiple-Category Attribute Reduct Using Decision-Theoretic Rough Set Model. 267-276 - Hong Yu, Ying Wang:
Three-Way Decisions Method for Overlapping Clustering. 277-286 - Xiuyi Jia, Kan Zheng, Weiwei Li, Tingting Liu, Lin Shang:
Three-Way Decisions Solution to Filter Spam Email: An Empirical Study. 287-296
Part IV: Special Session: Formal Concept Analysis and Granular Computing
- Bo Shan, Jianjun Qi, Wei Liu:
A CUDA-Based Algorithm for Constructing Concept Lattices. 297-302 - Jinhai Li, Changlin Mei, Yuejin Lv, Xiao Zhang:
A Heuristic Knowledge Reduction Algorithm for Real Decision Formal Contexts. 303-312 - Guoyin Wang, Changlin Xu, Qinghua Zhang, Xiaorong Wang:
A Multi-step Backward Cloud Generator Algorithm. 313-322 - Lidong Wang, Xiaodong Liu, Xin Wang:
AFS-Based Formal Concept Analysis within the Logic Description of Granules. 323-331 - Ling Wei, Qing Wan:
Approximate Concepts Based on N-Scale Relation. 332-340 - Ling Wei, Min-Qian Liu:
Attribute Characteristics of Object (Property) Oriented Concept Lattices. 341-348 - Jianmin Ma:
Dependence Space-Based Model for Constructing Dual Concept Lattice in Sub-formal Context. 349-356 - Wei Liu, Jianjun Qi, Bing Liang:
XDCKS: A RCP-Based Prototype for Formal Concept Analysis. 357-362
Part V: Special Session: Mining Complex Data with Granular Computing
- Chuan Luo, Tianrui Li, Hongmei Chen, Dun Liu:
An Incremental Approach for Updating Approximations Based on Set-Valued Ordered Information Systems. 363-369 - Hong Shi, Xiaoyun Zhang:
Comparative Analysis on Margin and Fuzzy Rough Sets Based Feature Selection. 370-379 - Bin Liu, Yuefeng Li, Yu-Chu Tian:
Discovering Novel Knowledge Using Granule Mining. 380-387 - Wei Pan, Peijun Ma, Xiaohong Su:
Feature Weighting Algorithm Based on Margin and Linear Programming. 388-396 - Shuang An, Qinghua Hu:
Fuzzy Rough Decision Trees. 397-404 - Xu Tan, Baowen Chen:
Generalized Granulation Model for Data with Multi-complex Values. 405-413 - Ying Xie, Jonathan Fisher, Vijay V. Raghavan, Tom Johnsten, Can Akkoç:
Granular Approach for Protein Sequence Analysis. 414-421
Part VI: Special Session: Data Mining Competition
- Andrzej Janusz, Hung Son Nguyen, Dominik Slezak, Sebastian Stawicki, Adam Krasuski:
JRS'2012 Data Mining Competition: Topical Classification of Biomedical Research Papers. 422-431 - Alexander D'yakonov:
A Blending of Simple Algorithms for Topical Classification. 432-438 - Weiwei Cheng, Krzysztof Dembczynski, Eyke Hüllermeier, Adrian Jaroszewicz, Willem Waegeman:
F-Measure Maximization in Topical Classification. 439-446 - Vincent Claveau:
IRISA Participation in JRS 2012 Data-Mining Challenge: Lazy-Learning with Vectorization. 447-454 - Vladimir Nikulin:
On the Homogeneous Ensembling via Balanced Subsets Combined with Wilcoxon-Based Feature Selection. 455-462 - Ryan Kiros, Axel J. Soto, Evangelos E. Milios, Vlado Keselj:
Representation Learning for Sparse, High Dimensional Multi-label Classification. 463-470 - Jure Zbontar, Marinka Zitnik, Miha Zidar, Gregor Majcen, Matic Potocnik, Blaz Zupan:
Team ULjubljana's Solution to the JRS 2012 Data Mining Competition. 471-478
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