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Author RSCTC (Conference) (8th : 2012 : Chengdu, China)

Title Rough sets and current trends in computing : 8th International Conference, RSCTC 2012, Chengdu, China, August 17-20, 2012. Proceedings / JingTao Yao [and others] (eds.)
Published Berlin ; New York : Springer, ©2012

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Description 1 online resource (xvii, 480 pages) : illustrations
Series Lecture notes in computer science, 1611-3349 ; 7413. Lecture notes in artificial intelligence
LNCS sublibrary. SL 7, Artificial intelligence
Lecture notes in computer science ; 7413. 1611-3349
Lecture notes in computer science. Lecture notes in artificial intelligence
LNCS sublibrary. SL 7, Artificial intelligence.
Contents An Outline of a Theory of Three-Way Decisions / Yiyu Yao -- A Multi-granulation Model under Dominance-Based Rough Set Approach / Shaoyong Li, Tianrui Li and Chuan Luo -- A Refined Rough k-Means Clustering with Hybrid Threshold / Hailiang Wang and Mingtian Zhou -- An Incremental Approach for Updating Approximations of Rough Fuzzy Sets under the Variation of the Object Set / Anping Zeng, Tianrui Li, Junbo Zhang and Dun Liu -- How Good Are Probabilistic Approximations for Rule Induction from Data with Missing Attribute Values? / Patrick G. Clark, Jerzy W. Grzymala-Busse and Zdzislaw S. Hippe -- Induction of Ordinal Classification Rules from Incomplete Data / Jerzy Błaszczyński, Roman Słowiński and Marcin Szeląg -- Interval Valued Fuzzy Rough Set Model on Two Different Universes and Its Application / Hai-Long Yang -- Maximal Characteristic Sets and Neighborhoods Approach to Incomplete Information Systems / Chien-Chung Chan -- Probabilistic Fuzzy Rough Set Model over Two Universes / Bingzhen Sun, Weimin Ma, Haiyan Zhao and Xinxin Wang -- Rough Optimizations of Complex Expressions in Infobright's RDBMS / Dominik Ślęzak, Piotr Synak, Jakub Wróblewski, Janusz Borkowski and Graham Toppin -- Rough Sets Based Inequality Rule Learner for Knowledge Discovery / Yang Liu, Guohua Bai, Qinglei Zhou and Elisabeth Rakus-Andersson -- A Computer Aided Diagnosis System for Breast Cancer Using Support Vector Machine / Omar S. Soliman and Aboul Ella Hassanien -- A New Method of the Accurate Eye Corner Location / Yong Yang and Yunxia Lu
A Hybrid Approach of Verbal Decision Analysis and Machine Learning / Isabelle Tamanini, Plácido Rogério Pinheiro and Cícero Nogueira dos Santos -- An Efficient Data Integrity Verification Method Supporting Multi-granular Operation with Commutative Hash / Long Chen, Banglan Liu and Wei Song -- Density-Based Method for Clustering and Visualization of Complex Data / Tomasz Xięski, Agnieszka Nowak-Brzezińska and Alicja Wakulicz-Deja -- Inference Processes Using Incomplete Knowledge in Decision Support Systems -- Chosen Aspects / Agnieszka Nowak-Brzezińska, Tomasz Jach and Alicja Wakulicz-Deja -- Interactive Document Indexing Method Based on Explicit Semantic Analysis / Andrzej Janusz, Wojciech Świeboda, Adam Krasuski and Hung Son Nguyen -- Microblog Topic Detection Based on LDA Model and Single-Pass Clustering / Bo Huang, Yan Yang, Amjad Mahmood and Hongjun Wang -- Named Entity Matching in Publication Databases / A Case Study of PubMed in SONCA / Marcin Szczuka, Paweł Betliński and Kamil Herba -- On the Homogeneous Ensembling with Balanced Random Sets and Boosting / Vladimir Nikulin -- On Cost and Uncertainty of Decision Trees / Igor Chikalov, Shahid Hussain and Mikhail Moshkov -- Optimization of Quadtree Representation and Compression / Xiang Yin and Ryszard Janicki -- Outlier Mining in Rule-Based Knowledge Bases / Agnieszka Nowak-Brzezińska -- Relationships between Number of Nodes and Number of Misclassifications for Decision Trees / Igor Chikalov, Shahid Hussain and Mikhail Moshkov -- Study on Feature Trajectory for Web Video Event Mining / Xiao Wu, Chengde Zhang and Qiang Peng
The Triangle Inequality versus Projection onto a Dimension in Determining Cosine Similarity Neighborhoods of Non-negative Vectors / Marzena Kryszkiewicz -- The Way of Improving PSO Performance: Medical Imaging Watermarking Case Study / Mona M. Soliman, Aboul Ella Hassanien and Hoda M. Onsi -- Toward Information Systems over Ontological Graphs / Krzysztof Pancerz -- Two-Step Gene Feature Selection Algorithm Based on Permutation Test / Chuanjiang Luo, Guoyin Wang and Feng Hu -- Minimal Test Cost Feature Selection with Positive Region Constraint / Jiabin Liu, Fan Min, Shujiao Liao and William Zhu -- Multiple-Category Attribute Reduct Using Decision-Theoretic Rough Set Model / Xi'ao Ma, Guoyin Wang and Hong Yu -- Three-Way Decisions Method for Overlapping Clustering / Hong Yu and Ying Wang -- Three-Way Decisions Solution to Filter Spam Email: An Empirical Study / Xiuyi Jia, Kan Zheng, Weiwei Li, Tingting Liu and Lin Shang -- A CUDA-Based Algorithm for Constructing Concept Lattices / Bo Shan, Jianjun Qi and Wei Liu -- A Heuristic Knowledge Reduction Algorithm for Real Decision Formal Contexts / Jinhai Li, Changlin Mei, Yuejin Lv and Xiao Zhang -- A Multi-step Backward Cloud Generator Algorithm / Guoyin Wang, Changlin Xu, Qinghua Zhang and Xiaorong Wang -- AFS-Based Formal Concept Analysis within the Logic Description of Granules / Lidong Wang, Xiaodong Liu and Xin Wang -- Approximate Concepts Based on N-Scale Relation / Ling Wei and Qing Wan -- Attribute Characteristics of Object (Property) Oriented Concept Lattices / Ling Wei and Min-Qian Liu -- Dependence Space-Based Model for Constructing Dual Concept Lattice in Sub-formal Context / Jian-Min Ma
XDCKS: A RCP-Based Prototype for Formal Concept Analysis / Wei Liu, Jianjun Qi and Bing Liang -- An Incremental Approach for Updating Approximations Based on Set-Valued Ordered Information Systems / Chuan Luo, Tianrui Li, Hongmei Chen and Dun Liu -- Comparative Analysis on Margin and Fuzzy Rough Sets Based Feature Selection / Hong Shi and Xiaoyun Zhang -- Discovering Novel Knowledge Using Granule Mining / Bin Liu, Yuefeng Li and Yu-Chu Tian -- Feature Weighting Algorithm Based on Margin and Linear Programming / Wei Pan, Peijun Ma and Xiaohong Su -- Fuzzy Rough Decision Trees / Shuang An and Qinghua Hu -- Generalized Granulation Model for Data with Multi-complex Values / Xu Tan and Baowen Chen -- Granular Approach for Protein Sequence Analysis / Ying Xie, Jonathan Fisher, Vijay V. Raghavan, Tom Johnsten and Can Akkoc -- JRS'2012 Data Mining Competition: Topical Classification of Biomedical Research Papers / Andrzej Janusz, Hung Son Nguyen, Dominik Ślęzak, Sebastian Stawicki and Adam Krasuski -- A Blending of Simple Algorithms for Topical Classification / Alexander D'yakonov -- F-Measure Maximization in Topical Classification / Weiwei Cheng, Krzysztof Dembczyński, Eyke Hüllermeier, Adrian Jaroszewicz and Willem Waegeman -- IRISA Participation in JRS 2012 Data-Mining Challenge: Lazy-Learning with Vectorization / Vincent Claveau -- On the Homogeneous Ensembling via Balanced Subsets Combined with Wilcoxon-Based Feature Selection / Vladimir Nikulin -- Representation Learning for Sparse, High Dimensional Multi-label Classification / Ryan Kiros, Axel J. Soto, Evangelos Milios and Vlado Keselj -- Team ULjubljana's Solution to the JRS 2012 Data Mining Competition / Jure Zbontar, Marinka Zitnik, Miha Zidar, Gregor Majcen and Matic Potocnik, et al
Summary This book constitutes the refereed proceedings of the 8th International Conference on Rough Sets and Current Trends in Computing, RSCTC, held in Chengdu, China, in August 2012, as one of the co-located conferences of the 2012 Joint Rough Set Symposium, JRS 2012. The 55 revised full papers presented together with one keynote paper were carefully reviewed and selected from numerous submissions. The papers are organized in topical sections on rough sets and its applications; current trends in computing; decision-theoretic rough set model and applications; formal concept analysis and granular computing; mining complex data with granular computing; data mining competition
Analysis Computer science
Electronic data processing
Data mining
Information storage and retrieval systems
Artificial intelligence
Mathematical Logic and Formal Languages
Numeric Computing
Information Systems Applications (incl. Internet)
Information Storage and Retrieval
Notes International conference proceedings
Bibliography Includes bibliographical references and author index
Notes Online resource; title from PDF title page (SpringerLink, viewed August 27, 2012)
Subject Rough sets -- Congresses
Computer science -- Congresses
Informatique.
Computer science
Rough sets
Genre/Form proceedings (reports)
Conference papers and proceedings
Conference papers and proceedings.
Actes de congrès.
Form Electronic book
Author Yao, JingTao.
ISBN 9783642321153
3642321151
Other Titles RSCTC 2012