| Description |
1 online resource (xiv, 398 pages) : illustrations |
| Series |
Lecture notes in artificial intelligence, 0302-9743 ; 8170 |
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LNCS sublibrary. SL 7, Artificial intelligence |
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Lecture notes in computer science. Lecture notes in artificial intelligence ; 8170.
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LNCS sublibrary. SL 7, Artificial intelligence.
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| Contents |
Invited Keynote Lectures -- 30 Years of Rough Sets and Future Perspectives / Andrzej Skowron, Andrzej Jankowski and Roman Swiniarski -- Multi-granular Computing in Web Age / Bo Zhang and Ling Zhang -- Representations for Large-Scale Sequence Data Mining: A Tale of Two Vector Space Models / Vijay V. Raghavan [and others] -- Individual Approximate Clusters: Methods, Properties, Applications / Boris Mirkin -- Some New Progress in Analyzing and Mining Uncertain and Probabilistic Data for Big Data Analytics / Jian Pei -- Inconsistency, Incompleteness, Non-Determinism -- Three Approaches to Deal with Inconsistent Decision Tables -- Comparison of Decision Tree Complexity / Mohammad Azad, Igor Chikalov and Mikhail Moshkov -- Rough Set-Based Information Dilution by Non-deterministic Information / Hiroshi Sakai [and others] |
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Belief Discernibility Matrix and Function for Incremental or Large Data / Salsabil Trabelsi, Zied Elouedi and Pawan Lingras -- An Experimental Comparison of Three Interpretations of Missing Attribute Values Using Probabilistic Approximations / Patrick G. Clark and Jerzy W. Grzymała-Busse -- Efficient Algorithms for Attribute Reduction on Set-Valued Decision Tables / Sinh Hoa Nguyen and Thi Thu Hien Phung -- Metric Based Attribute Reduction in Incomplete Decision Tables / Long Giang Nguyen and Hung Son Nguyen -- The Completion Algorithm in Multiple Decision Tables Based on Rough Sets / Na Jiao -- Multi-label Classification Using Rough Sets / Ying Yu [and others] -- Fuzzy and Rough Hybridization -- Enhancing Rough Clustering with Outlier Detection Based on Evidential Clustering / Manish Joshi and Pawan Lingras -- On Dual Intuitionistic Fuzzy Rough Approximation Operators Determined by an Intuitionistic Fuzzy Implicator / Wei-Zhi Wu [and others] |
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Discernibility Matrix Based Attribute Reduction in Intuitionistic Fuzzy Decision Systems / Qinrong Feng and Rui Li -- A Fuzzy Rough Set Approach for Incrementally Updating Approximations in Hybrid Information Systems / Anping Zeng [and others] -- Implicator-Conjunctor Based Models of Fuzzy Rough Sets: Definitions and Properties / Lynn D'eer [and others] -- OWA-FRPS: A Prototype Selection Method Based on Ordered Weighted Average Fuzzy Rough Set Theory / Nele Verbiest, Chris Cornelis and Francisco Herrera -- Applications of IF Rough Relational Model to Deal with Diabetic Patients / Chhaya Gangwal, Rabi Nanda Bhaumik and Shishir Kumar -- Matrix Representation of Parameterised Fuzzy Petri Nets / Zbigniew Suraj -- A Mathematical Theory of Fuzzy Numbers / Tsau Young Lin -- Granular Computing and Covering-Based Rough Sets -- Network Performance Analysis Based on Quotient Space Theory / Ling Zhang [and others] |
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Comparative Study between Extension of Covering Approximation Space and Its Induction through Transversal Matroid / Yanfang Liu and William Zhu -- Multi-covering Based Rough Set Model / Lijuan Wang, Xibei Yang and Chen Wu -- Boolean Covering Approximation Space and Its Reduction / Tong-Jun Li and Wei-Zhi Wu -- Dynamic Analysis of IVFSs Based on Granularity Computing / Danqing Xu, Yanan Fu and Junjun Mao -- A Novel MGDM Method Based on Information Granularity under Linguistic Setting / Yanan Fu, Danqing Xu and Junjun Mao -- The Impacting Analysis on Multiple Species Competition / Han-Bing Yan and Xu-Qing Tang -- Topological Characterizations for Three Covering Approximation Operators / Aiping Huang and William Zhu -- Rough Set Granularity: Scott Systems Approach / Marcin Wolski and Anna Gomolińska -- Soft Clustering -- Incremental Possibilistic K-Modes / Asma Ammar, Zied Elouedi and Pawan Lingras -- Improving Semantic Clustering of EWID Reports by Using Heterogeneous Data Types / Andrzej Janusz, Adam Krasuski and Marcin Szczuka |
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Rough Clustering Generated by Correlation Clustering / László Aszalós and Tamás Mihálydeák -- Recursive Profiles of Businesses and Reviewers on Yelp.com / Matt Triff and Pawan Lingras -- An Illustrative Comparison of Rough k-Means to Classical Clustering Approaches / Georg Peters and Fernando Crespo -- Image and Medical Data Analysis -- A Kidnapping Detection Scheme Using Frame-Based Classification for Intelligent Video Surveillance / Ryu-Hyeok Gwon [and others] -- Global Decisions Taking on the Basis of Dispersed Medical Data / Małgorzata Przybyła-Kasperek and Alicja Wakulicz-Deja -- Soft Clustering to Determine Ambiguous Regions during Medical Images Segmentation / Manish Joshi and Monica Mundada -- Domain Adaptation for Pathologic Oscillations / Rory Lewis [and others] -- Discernibility in the Analysis of Binary Card Sort Data / Daryl H. Hepting and Emad H. Almestadi -- An Unsupervised Deep-Learning Architecture That Can Reconstruct Paired Images / Ti Wang, Mohammed Shameer Iqbal and Daniel L. Silver |
| Summary |
This book constitutes the thoroughly refereed conference proceedings of the 14th International Conference on Rough Sets, Fuzzy Sets, Data Mining and Granular Computing, RSFDGrC 2013, held in Halifax, Canada in October 2013 as one of the co-located conference of the 2013 Joint Rough Set Symposium, JRS 2013. The 69 papers (including 44 regular and 25 short papers) included in the JRS proceedings (LNCS 8170 and LNCS 8171) were carefully reviewed and selected from 106 submissions. The papers in this volume cover topics such as inconsistency, incompleteness, non-determinism; fuzzy and rough hybridization; granular computing and covering-based rough sets; soft clustering; image and medical data analysis |
| Analysis |
computerwetenschappen |
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computer sciences |
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patroonherkenning |
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pattern recognition |
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kunstmatige intelligentie |
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artificial intelligence |
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computational science |
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datamining |
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data mining |
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Information and Communication Technology (General) |
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Informatie- en communicatietechnologie (algemeen) |
| Notes |
Includes author index |
| Bibliography |
With bibliographical references and index |
| Notes |
Online resource; title from PDF title page (SpringerLink, viewed October 7, 2013) |
| Subject |
Computer science -- Congresses
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Fuzzy sets -- Congresses
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Data mining -- Congresses
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Soft computing -- Congresses
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Computer systems.
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Data mining.
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Computer Systems
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Fuzzy Logic
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Data Mining
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Computer systems
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Computer science
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Data mining
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Fuzzy sets
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Soft computing
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Mechanical Engineering.
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Engineering & Applied Sciences.
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Computer Science.
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Mechanical Engineering - General.
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| Genre/Form |
proceedings (reports)
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Conference papers and proceedings
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Conference papers and proceedings.
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Actes de congrès.
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| Form |
Electronic book
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| Author |
Ciucci, Davide, editor
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| ISBN |
9783642412189 |
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3642412181 |
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3642412173 |
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9783642412172 |
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