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Author RSKT 2012 (2012 : Chengdu, China)

Title Rough sets and knowledge technology : 7th International Conference, RSKT 2012, Chengdu, China, August 17-20, 2012. Proceedings / Tianrui Li [and others] (eds.)
Published Berlin ; New York : Springer, ©2012

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Description 1 online resource (xviii, 526 pages) : illustrations
Series Lecture notes in computer science, 1611-3349 ; 7414. Lecture notes in artificial intelligence
LNCS sublibrary. SL 7, Artificial intelligence
Lecture notes in computer science ; 7414. 1611-3349
Lecture notes in computer science. Lecture notes in artificial intelligence
LNCS sublibrary. SL 7, Artificial intelligence.
Contents A Characterization of Rough Separability / Piotr Wasilewski and Andrzej Skowron -- Data-Driven Valued Tolerance Relation / Guoyin Wang and Lihe Guan -- Optimistic Multi-Granulation Fuzzy Rough Set Model Based on Triangular Norm / Weihua Xu, Wenxin Sun and Yufeng Liu -- Rough Set Model Based on Hybrid Tolerance Relation / Junyi Zhou and Xibei Yang -- Scalable Improved Quick Reduct: Sample Based / P.S.V.S. Sai Prasad and C. Raghavendra Rao -- Soft Rough Sets Based on Similarity Measures / Keyun Qin, Zhenming Song and Yang Xu -- Theory of Truth Degrees in Three Valued Formed System RSL / Huan Liu, Yingcang Ma and Xuezhen Dai -- Upper Approximation Reduction Based on Intuitionistic Fuzzy T Equivalence Information Systems / Weihua Xu, Yufeng Liu and Wenxin Sun -- A Fuzzy-Rough Sets Based Compact Rule Induction Method for Classifying Hybrid Data / Yang Liu, Qinglei Zhou, Elisabeth Rakus-Andersson and Guohua Bai -- A New Intuitionistic Fuzzy Rough Set Approach for Decision Support / Junyi Chai, James N.K. Liu and Anming Li -- A New Rule Induction Method from a Decision Table Using a Statistical Test / Tsukasa Matsubayashi, Yuichi Kato and Tetsuro Saeki -- A Rough Neurocomputing Approach for Illumination Invariant Face Recognition System / Singh Kavita, Zaveri Mukesh and Raghuwanshi Mukesh -- An Approximation Decision Entropy Based Decision Tree Algorithm and Its Application in Intrusion Detection / Hongbo Zhao, Feng Jiang and Chunping Wang -- Application of Rough Set Theory to Prediction of Antimicrobial Activity of Bis-quaternary Ammonium Chlorides / Łukasz Pałkowski, Jerzy Błaszczyński, Jerzy Krysiński, Roman Słowiński and Andrzej Skrzypczak, et al. -- Classification and Decision Based on Parallel Reducts and F-Rough Sets / Dayong Deng, Lin Chen and Dianxun Yan -- Evidential Clustering or Rough Clustering: The Choice Is Yours / Manish Joshi and Pawan Lingras -- Heuristic for Attribute Selection Using Belief Discernibility Matrix / Salsabil Trabelsi, Zied Elouedi and Pawan Lingras -- Incremental Rules Induction Based on Rule Layers / Shusaku Tsumoto and Shoji Hirano -- Optimization of Inhibitory Decision Rules Relative to Length and Coverage / Fawaz Alsolami, Igor Chikalov, Mikhail Moshkov and Beata Zielosko -- Parallelized Computing of Attribute Core Based on Rough Set Theory and MapReduce / Yong Yang and Zhengrong Chen
Semi-supervised Vehicle Recognition: An Approximate Region Constrained Approach / Rui Zhao, Zhihua Wei, Duoqian Miao, Yan Wu and Lin Mei -- A Color Image Segmentation Algorithm by Integrating Watershed with Region Merging / Shuangqun Li, Jiucheng Xu, Jinyu Ren and Tianhe Xu -- A Mixed Strategy Multi-Objective Coevolutionary Algorithm Based on Single-Point Mutation and Particle Swarm Optimization / Xin Zhang, Hongbin Dong, Xue Yang and Jun He -- A Novel Distributed Machine Learning Method for Classification: Parallel Covering Algorithm / Yanping Zhang, Yuehua Wang and Shu Zhao -- A Spatial Clustering Method for Points-with-Directions / Jing Wang and Xin Wang -- An Argumentation Framework for Non-monotonic Reasoning in Description Logic / Geng Wang and Zuoquan Lin -- Analysis of Symmetry Properties for Bayesian Confirmation Measures / Salvatore Greco, Roman Słowiński and Izabela Szczęch -- Applying Verbal Decision Analysis in Selecting Specific Practices of CMMI / Thais Cristina Sampaio Machado, Plácido Rogério Pinheiro, Adriano Bessa Albuquerque and Marcelo Marcony Leal de Lima -- Belief Networks in Classification of Laryngopathies Based on Speech Spectrum Analysis / Teresa Mroczek, Krzysztof Pancerz and Jan Warchoł -- Comparing Similarity of Concepts Identified by Temporal Patterns of Terms in Biomedical Research Documents / Shusaku Tsumoto and Hidenao Abe -- Extracting Incidental and Global Knowledge through Compact Pattern Trees in Distributed Environment / K. Swarupa Rani, V. Kamakshi Prasad and C. Raghavendra Rao -- Hierarchical Path-Finding Based on Decision Tree / Yan Li, Lan-Ming Su and Wen-Liang Li -- Human Activity Recognition with Trajectory Data in Multi-floor Indoor Environment / Xu Zhang, Goung-Bae Kim, Ying Xia and Hae-Young Bae -- Remote Sensing Image Data Storage and Search Method Based on Pyramid Model in Cloud / Ying Xia and Xuanlun Yang -- Learning to Classify Service Data with Latent Semantics / Le Luo, Li Li and Ying Wang -- Link Communities Detection via Local Approach / Lei Pan, Chongjun Wang and Junyuan Xie -- Maximizing Influence Spread in a New Propagation Model / Hongchao Yang, Chongjun Wang and Junyuan Xie -- Semi-supervised Clustering Ensemble Based on Multi-ant Colonies Algorithm / Yan Yang, Hongjun Wang, Chao Lin and Jinyuan Zhang -- Semi-supervised Hierarchical Co-clustering / Feifei Huang, Yan Yang, Tao Li, Jinyuan Zhang and Tonny Rutayisire, et al
A Granular Computing Perspective on Image Organization within an Image Retrieval Context / Orland Hoeber and Minglun Gong -- Granular Computing in Opinion Target Extraction / Jianyang Wu, Haipeng Wang, Xiaojun Xiang and Lin Shang -- Granular Covering Selection Methods Dependent on the Granule Size / Piotr Artiemjew -- Rough Set Approximations in Incomplete Multi-scale Information Systems / Shen-Ming Gu, Xiao-Hui Sun and Wei-Zhi Wu -- Three Granular Structure Models in Graphs / Guang Chen and Ning Zhong -- A Competition Strategy to Cost-Sensitive Decision Trees / Fan Min and William Zhu -- An Information-Theoretic Interpretation of Thresholds in Probabilistic Rough Sets / Xiaofei Deng and Yiyu Yao -- Cost-Sensitive Classification Based on Decision-Theoretic Rough Set Model / Huaxiong Li, Xianzhong Zhou, Jiabao Zhao and Bing Huang -- Decision-Theoretic Rough Sets with Probabilistic Distribution / Dun Liu, Tianrui Li and Decui Liang -- Multiple Criteria Decision Analysis with Game-Theoretic Rough Sets / Nouman Azam and JingTao Yao -- Granularity Analysis of Fuzzy Soft Set / Dengbao Yao, Cuicui Wang, Junjun Mao and Yanping Zhang -- Granular Approach in Knowledge Discovery: Real Time Blockage Management in Fire Service / Adam Krasuski, Karol Kreński, Piotr Wasilewski and Stanisław Łazowy -- Hybrid: A New Multigranulation Rough Set Approach / Xibei Yang, Cheng Yan, Cai Chen and Jingyu Yang -- Inclusion Degrees of Graded Ill-Known Sets / Masahiro Inuiguchi -- Information Granularity and Granular Structure in Decision Making / Baoli Wang, Jiye Liang and Yuhua Qian -- Semi-supervised Clustering Ensemble Based on Collaborative Training / Jinyuan Zhang, Yan Yang, Hongjun Wang, Amjad Mahmood and Feifei Huang -- Soft Set Approaches to Decision Making Problems / Keyun Qin, Jilin Yang and Xiaohong Zhang -- The Models of Variable Precision Multigranulation Rough Sets / Huili Dou, Xibei Yang, Jiyue Fan and Suping Xu -- Topological Properties of the Pessimistic Multigranulation Rough Set Model / Yanhong She and Xiaoli He -- Axiomatic Granular Approach to Knowledge Correspondences / A. Mani -- Definable and Rough Sets in Covering-Based Approximation Spaces / Arun Kumar and Mohua Banerjee -- Intuitionistic Fuzzy Topologies in Crisp Approximation Spaces / You-Hong Xu and Wei-Zhi Wu -- Oppositions in Rough Set Theory / Davide Ciucci, Didier Dubois and Henri Prade -- Partial First-order Logic with Approximative Functors Based on Properties / Tamás Mihálydeák
Summary This book constitutes the refereed proceedings of the 7th International Conference on Rough Sets and Knowledge Technology, RSKT 2012, held in Chengdu, China during August 2012, as one of the co-located conferences of the 2012 Joint Rough Set Symposium, JRS 2012. The 63 revised papers (including 42 regular and 21 short papers) were carefully reviewed and selected from numerous submissions. The papers are organized in topical sections on rough sets and its generalizations, rough sets in data and knowledge processing, knowledge technology, advances in granular computing (AGC 2012 workshop), decision-theoretic rough set model and applications (special session), intelligent decision making and granular computing (special session), rough set foundations (special session)
Analysis Computer science
Electronic data processing
Data mining
Artificial intelligence
Computer vision
Mathematical Logic and Formal Languages
Computer Imaging, Vision, Pattern Recognition and Graphics
Numeric Computing
Information Systems Applications (incl. Internet)
computerwetenschappen
computer sciences
numerieke methoden
numerical methods
computertechnieken
computer techniques
informatiesystemen
information systems
internet
patroonherkenning
pattern recognition
machine vision
kunstmatige intelligentie
wiskunde
mathematics
logica
logic
datamining
Information and Communication Technology (General)
Informatie- en communicatietechnologie (algemeen)
Bibliography Includes bibliographical references and index
Notes Online resource; title from PDF title page (SpringerLink, viewed August 27, 2012)
In Springer eBooks
Subject Artificial intelligence -- Congresses
Rough sets -- Congresses
Data mining -- Congresses
Informatique.
Artificial intelligence
Data mining
Rough sets
Genre/Form proceedings (reports)
Conference papers and proceedings
Conference papers and proceedings.
Actes de congrès.
Form Electronic book
Author Li, Tianrui.
ISBN 9783642319006
3642319009
3642318991
9783642318993
Other Titles RSKT 2012