Title Advances in computational intelligence : 14th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, IPMU 2012, Catania, Italy, July 9-13, 2012. Proceedings. Part I / [edited by] Salvatore Greco [and others]

Published Heidelberg ; New York : Springer, 2012

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Description 1 online resource : illustrations (some color) Series Communications in computer and information science, 1865-0929 ; 297 Communications in computer and information science ; 297. Contents Part 1. Fuzzy Machine Learning and On-Line Modeling -- Dynamic Quantification of Process Parameters in Viscose Production with Evolving Fuzzy Systems / Carlos Cernuda, Edwin Lughofer, Lisbeth Suppan, Thomas Röder and Roman Schmuck, et al. -- Statistical Dynamic Classification to Detect Changes in Temperature Time Series / Laurent Hartert, Danielle Nuzillard, Jean-Louis Nicolas and Jean-Philippe Jeannot -- A Possibilistic Rule-Based Classifier / Myriam Bounhas, Henri Prade, Mathieu Serrurier and Khaled Mellouli -- Uncertainty and Trust Estimation in Incrementally Learning Function Approximation / Andreas Buschermöhle, Jan Schoenke and Werner Brockmann -- On the VC-Dimension of the Choquet Integral / Eyke Hüllermeier and Ali Fallah Tehrani -- A Fuzzy Residuated Approach to Case-Based Reasoning / Sandra Sandri -- A Unifying Framework for Classification Procedures Based on Cluster Aggregation by Choquet Integral / Luigi Troiano -- Balancing Interpretability against Accuracy in Fuzzy Modeling by Means of ACO / Pablo Carmona, Juan Luis Castro and José Luis Herrero -- Towards a Fuzzy Extension of the López de Mántaras Distance / Eva Armengol, Pilar Dellunde and Àngel García-Cerdaña -- Optimal Piecewise Bilinear Modeling of Nonlinear Systems / Luka Eciolaza and Michio Sugeno -- Precise Vehicle Cruise Control System Based on On-Line Fuzzy Control Learning / Enrique Onieva, Jorge Godoy and Jorge Villagrá -- Robust Stabilization of Nonlinear Systems Modeled with Piecewise Bilinear Systems Based on Feedback Linearization / Tadanari Taniguchi and Michio Sugeno Part 2. Computing with Words and Decision Making -- Modeling Environmental Syndromes with Distinct Decision Attitudes / Gloria Bordogna, Mirco Boschetti, Pietro A. Brivio, Paola Carrara and Daniela Stroppiana, et al. -- On the Applicability of Multi-criteria Decision Making Techniques in Fuzzy Querying / Guy De Tré, Jozo Dujmović, Antoon Bronselaer and Tom Matthé -- Fuzzy Numbers as Utilities of Decision Making in Treatment of Radiation Cystitis / Elisabeth Rakus-Andersson and Janusz Frey -- A Linguistic Approach to Structural Analysis in Prospective Studies / Pablo J. Villacorta, Antonio D. Masegosa, Dagoberto Castellanos and Maria T. Lamata -- A Fuzzy Group Decision Support System for Projects Evaluation / Fahimeh Ramezani and Jie Lu -- Risk Prediction Framework and Model for Bank External Fund Attrition / Hua Lin and Guangquan Zhang -- Group Decision Making with Comparative Linguistic Terms / Rosa M. Rodríguez, Luis Martínez and Francisco Herrera -- An Extended Version of the Fuzzy Multicriteria Group Decision-Making Method in Evaluation Processes / Macarena Espinilla, Jie Lu, Jun Ma and Luis Martínez -- On Some Connections between Multidistances and Valued m-ary Adjacency Relations / Matteo Brunelli, Mario Fedrizzi, Michele Fedrizzi and Franco Molinari -- Logical Proportions -- Further Investigations / Henri Prade and Gilles Richard -- Duality between Addition and Removal: A Tool for Studying Change in Argumentation / Pierre Bisquert, Claudette Cayrol, Florence Dupin de Saint-Cyr and Marie-Christine Lagasquie-Schiex Part 3. Soft Computing in Computer Vision -- F1-transform Edge Detector Inspired by Canny's Algorithm / Irina Perfilieva, Petra Hodáková and Petr Hurtík -- Coordinate-Based Pattern-Mining on Functional Neuroimaging Databases / Julian Caspers, Karl Zilles, Simon B. Eickhoff and Christoph Beierle -- WAPSI: Web Application for Plant Species Identification Using Fuzzy Image Retrieval / Carlos Caballero and M. Carmen Aranda -- Comparing the Efficiency of a Fuzzy Single-Stroke Character Recognizer with Various Parameter Values / Alex Tormási and László T. Kóczy Part 4. Rough Sets and Complex Data Analysis: Theory and Applications -- An Empirical Comparison of Rule Induction Using Feature Selection with the LEM2 Algorithm / Jerzy W. Grzymala-Busse -- Management of Information Incompleteness in Rough Non-deterministic Information Analysis / Hiroshi Sakai, Michinori Nakata and Dominik Ślęzak -- Rough-Granular Computing Based Relational Data Mining / Piotr Hońko -- On Different Ways of Handling Inconsistencies in Ordinal Classification with Monotonicity Constraints / Jerzy Błaszczyński, Weibin Deng, Feng Hu, Roman Słowiński and Marcin Szeląg, et al. -- Fuzzy-Rough MRMS Method for Relevant and Significant Attribute Selection / Pradipta Maji and Partha Garai -- Rough Derivatives as Dynamic Granules in Rough Granular Calculus / Andrzej Skowron, Jarosław Stepaniuk, Andrzej Jankowski and Jan G. Bazan -- A Rough Set Approach to Knowledge Discovery by Relation Approximation / Sinh Hoa Nguyen and Hung Son Nguyen Part 5. Intelligent Databases and Information System -- On Fuzzy Preference Queries Explicitly Handling Satisfaction Levels / Olivier Pivert and Grégory Smits -- On a Reinforced Fuzzy Inclusion and Its Application to Database Querying / Patrick Bosc and Olivier Pivert -- Implementable Representations of Level-2 Fuzzy Regions for Use in Databases and GIS / Jörg Verstraete -- Distinct Interpretations of Importance Query Weights in the Vector p -- norm Database Model / Gloria Bordogna, Alberto Marcellini and Giuseppe Psaila -- On Link Validity in Bibliographic Knowledge Bases / Madalina Croitoru, Léa Guizol and Michel Leclère -- Text Retrieval and Visualization in Databases Using Tag Clouds / Ursula Torres-Parejo, Jesús Roque Campaña, Maria-Amparo Vila and Miguel Delgado -- A Bipolar Approach to the Handling of User Preferences in Business Processes Retrieval / Katia Abbaci, Fernando Lemos, Allel Hadjali, Daniela Grigori and Ludovic Liétard, et al. -- Evaluating Possibilistic Valid-Time Queries / Christophe Billiet, José Enrique Pons, Olga Pons Capote and Guy De Tré -- A Possibilistic Valid-Time Model / José Enrique Pons, Christophe Billiet, Olga Pons Capote and Guy De Tré -- Fuzzy Ontologies for Specialized Knowledge Representation in WordNet / Fernando Bobillo, Juan Gómez-Romero and Pilar León Araúz -- Individual Link Model for Text Classification / Nam Do-Hoang Le, Thai-Son Tran and Minh-Triet Tran -- Coreference Detection of Low Quality Objects / Joachim Nielandt, Antoon Bronselaer and Guy De Tré -- Information Retrieval: Ranking Results According to Calendar Criteria / Delphine Battistelli, Marcel Cori, Jean-Luc Minel and Charles Teissèdre -- Towards an Efficient Processing of Outranking-Based Preference Queries / Olivier Pivert and Grégory Smits Part 6. Information Fusion Systems -- Robustness of Multiset Merge Functions / Antoon Bronselaer, Daan Van Britsom and Guy De Tré -- Semantic Beliefs Fusion / Amandine Bellenger, Xavier Lerouvreur, Habib Abdulrab and Jean-Philippe Kotowicz -- Weighted Fuzzy Aggregation for Metasearch: An Application of Choquet Integral / Arijit De, Elizabeth D. Diaz and Vijay V. Raghavan -- Encoding Preference Queries to an Uncertain Database in Possibilistic Answer Set Programming / Roberto Confalonieri and Henri Prade -- A Multi Level Evaluation for Fusion System Interaction Improvement / Abdellah Lamallem, Lionel Valet and Didier Coquin -- Choquet Integral Parameter Optimization for a Fusion System Devoted to Image Interpretation / Marcelo Beckmann, Lionel Valet and Beatriz S.L.P. De Lima Part 7. Philosophical and Methodological Aspects of Soft Computing -- Fuzzy Sets and Systems before the Fuzzy Boom / Rudolf Seising -- A New Characterization for n-Fold Positive Implicative BL-Logics / Esko Turunen, Nganteu Tchikapa and Celestin Lele -- A Pairwise Distance View of Cluster Validity / Mohammad Rawashdeh and Anca Ralescu -- On Modal Operators in Łukasiewicz' n-Valued Logics / Jorma K. Mattila Part 8. Basic Issues in Rough Sets -- Associated Near Sets of Merotopies / James F. Peters and Sheela Ramanna -- Roughness in Residuated Lattices / Jiří Rachůnek and Dana Šalounová -- A General Set Theoretic Approximation Framework / Zoltán Csajbók and Tamás Mihálydeák -- Label Ranking: A New Rule-Based Label Ranking Method / Massimo Gurrieri, Xavier Siebert, Philippe Fortemps, Salvatore Greco and Roman Słowiński -- Distinguishing Vagueness from Ambiguity by Means of Pawlak-Brouwer-Zadeh Lattices / Salvatore Greco, Benedetto Matarazzo and Roman Słowiński -- Relationships between Connectives in Three-Valued Logics / Davide Ciucci and Didier Dubois -- Ill-Known Set Approach to Disjunctive Variables: Calculations of Graded Ill-Known Intervals / Masahiro Inuiguchi Summary These four volumes (CCIS 297, 298, 299, 300) constitute the proceedings of the 14th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, IPMU 2012, held in Catania, Italy, in July 2012. The 258 revised full papers presented together with six invited talks were carefully reviewed and selected from numerous submissions. The papers are organized in topical sections on fuzzy machine learning and on-line modeling; computing with words and decision making; soft computing in computer vision; rough sets and complex data analysis: theory and applications; intelligent databases and information system; information fusion systems; philosophical and methodological aspects of soft computing; basic issues in rough sets; 40th anniversary of the measures of fuziness; SPS11 uncertainty in profiling systems and applications; handling uncertainty with copulas; formal methods to deal with uncertainty of many-valued events; linguistic summarization and description of data; fuzzy implications: theory and applications; sensing and data mining for teaching and learning; theory and applications of intuitionistic fuzzy sets; approximate aspects of data mining and database analytics; fuzzy numbers and their applications; information processing and management of uncertainty in knowledge-based systems; aggregation functions; imprecise probabilities; probabilistic graphical models with imprecision: theory and applications; belief function theory: basics and/or applications; fuzzy uncertainty in economics and business; new trends in De Finetti's approach; fuzzy measures and integrals; multicriteria decision making; uncertainty in privacy and security; uncertainty in the spirit of Pietro Benvenuti; coopetition; game theory; probabilistic approach Analysis Computation by Abstract Devices Bibliography Includes bibliographical references and index Subject Computational intelligence -- Congresses Database management -- Congresses Information storage and retrieval systems -- Congresses Informatique. Computational intelligence Database management Information storage and retrieval systems Genre/Form proceedings (reports) Conference papers and proceedings Conference papers and proceedings. Actes de congrès. Form Electronic book Author Greco, Salvatore. ISBN 9783642317095 364231709X

Other Titles IPMU 2012

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