| Description |
1 online resource : illustrations (some color) |
| Series |
Communications in computer and information science, 1865-0929 ; 299 |
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Communications in computer and information science ; 299.
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| Contents |
Part 1. Fuzzy Numbers and Their Applications -- Fuzzy Arithmetics for Fuzzy n-Poles: When Is Interactivity Irrelevant? / Andrea Sgarro and Laura Franzoi -- Possibility and Gradual Number Approaches to Ranking Methods for Random Fuzzy Intervals / Farid Aiche and Didier Dubois -- On Mean Value and Variance of Interval-Valued Fuzzy Numbers / Christer Carlsson, Robert Fullér and József Mezei -- Metric Properties of the Extended Weighted Semi-trapezoidal Approximations of Fuzzy Numbers and Their Applications / Adrian I. Ban, Alexandru A. Bica and Lucian Coroianu -- Uncertain Evidence in Bayesian Networks: Presentation and Comparison on a Simple Example / Ali Ben Mrad, Veronique Delcroix, Mohamed Amine Maalej, Sylvain Piechowiak and Mohamed Abid -- Weighted Semi-trapezoidal Approximation of a Fuzzy Number Preserving the Weighted Ambiguity / Adrian I. Ban and Lucian Coroianu -- On the Interval Approximation of Fuzzy Numbers / Przemysław Grzegorzewski -- Approximation of Fuzzy Numbers by F-Transform / Luciano Stefanini and Laerte Sorini -- Numerical Solution of Linear Fuzzy Fredholm Integral Equations of the Second Kind Using Fuzzy Haar Wavelet / Shokrollah Ziari, Reza Ezzati and Saeid Abbasbandy -- On a View of Zadeh's Z-Numbers / Ronald R. Yager -- Solving Real-World Fuzzy Quadratic Programming Problems by a Parametric Method / Carlos Cruz, Ricardo C. Silva and José Luis Verdegay |
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Part 2. Information Processing and Management of Uncertainty in Knowledge-Based Systems -- Jame N.K. Liu, Yulin He, Xizhao Wang and Yanxing Hu -- Five Weaknesses of ASPIC+ / Leila Amgoud -- A Feature Reduction Strategy for the Analysis of Voluminous Biomedical Patterns / Nick J. Pizzi -- Discovering the Preferences of Physicians with Regards to Rank-Ordered Medical Documents / Dympna O'Sullivan, Szymon Wilk, Wojtek Michalowski, Roman Słowiński and Roland Thomas, et al. -- Experiences with Eliciting Probabilities from Multiple Experts / Linda C. van der Gaag, Silja Renooij, Hermi J.M. Schijf, Armin R. Elbers and Willie L. Loeffen -- Discretisation Effects in Naive Bayesian Networks / Roel Bertens, Linda C. van der Gaag and Silja Renooij -- Fuzzy Concept Lattices with Incomplete Knowledge / Michal Krupka and Jan Laštovička -- Imperfect Information Fusion Using Rules with Bilattice Based Fixpoint Semantics / Daniel Stamate and Ida Pu -- Assimilation of Information in RDF-Based Knowledge Base / Marek Z. Reformat and Parisa D. Hossein Zadeh -- Quantitative Semantics for Uncertain Knowledge Bases / Daniel Stamate -- Weighted Attribute Combinations Based Similarity Measures / Marco Baioletti, Giulianella Coletti and Davide Petturiti -- Algorithms for Computation of Concept Trilattice of Triadic Fuzzy Context / Petr Osicka -- Classification of Uncertain Data: An Application in Nondestructive Testing / Jens Hülsmann and Werner Brockmann -- Ant Based Clustering of Two-Class Sets with Well Categorized Objects / Krzysztof Pancerz, Arkadiusz Lewicki and Ryszard Tadeusiewicz |
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Part 3. Aggregation Functions -- Construction Methods for Uninorms via Rotation, Rotation-Annihilation, and Twin Rotation / Sándor Jenei -- Natural Means of Indistinguishability Operators / Gabriel Mattioli and Jordi Recasens -- Aggregation Operators for Awareness of General Information / Doretta Vivona and Maria Divari -- On the Relation between Effort-Dominating and Symmetric Minitive Aggregation Operators / Marek Gagolewski -- On Migrative t-Conorms and Uninorms / M. Mas, M. Monserrat, Daniel Ruiz-Aguilera and Joan Torrens -- Fuzzy Relations between Two Universes: Soft Assessments of R-neighborhoods / Slavka Bodjanova and Martin Kalina -- Qualitative Integrals and Desintegrals: How to Handle Positive and Negative Scales in Evaluation / Didier Dubois, Henri Prade and Agnès Rico -- Stability in Aggregation Operators / Daniel Gómez, Javier Montero, J. Tinguaro Rodríguez and Karina Rojas -- Negations Generated by Bounded Lattices t-Norms / Benjamín Bedregal, Gleb Beliakov, Humberto Bustince, Javier Fernandez and Ana Pradera, et al. -- The Problem of Missing Data in LSP Aggregation / Jozo Dujmović -- General Interpolation by Polynomial Functions of Distributive Lattices / Miguel Couceiro, Didier Dubois, Henri Prade, Agnès Rico and Tamás Waldhauser -- Aggregation of Weakly Quasi-convex Fuzzy Sets / Vladimir Janiš, Susana Montes and Tania Iglesias -- The Bipolar Universal Integral / Salvatore Greco, Radko Mesiar and Fabio Rindone -- Web-Geometric View on Uninorms and Structure of Some Special Classes / Milan Petrík and Radko Mesiar -- Multi-polar Aggregation / Andrea Mesiarová-Zemánková and Khurshid Ahmad |
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Part 4. Imprecise Probabilities -- An Imprecise Probability Approach to Joint Extensions of Stochastic and Interval Orderings / Inés Couso and Didier Dubois -- Imprecise Bernoulli Processes / Jasper De Bock and Gert de Cooman -- Possibilistic KNN Regression Using Tolerance Intervals / Mohammad Ghasemi Hamed, Mathieu Serrurier and Nicolas Durand -- Classification Based on Possibilistic Likelihood / Mathieu Serrurier and Henri Prade -- Maximin and Maximal Solutions for Linear Programming Problems with Possibilistic Uncertainty / Erik Quaeghebeur, Nathan Huntley, Keivan Shariatmadar and Gert de Cooman -- Lower Previsions Induced by Filter Maps / Gert de Cooman and Enrique Miranda |
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Part 5. Probabilistic Graphical Models with Imprecision: Theory and Applications -- Conditioning in Evidence Theory from the Perspective of Multidimensional Models / Jiřina Vejnarová -- A New Method for Learning Imprecise Hidden Markov Models / Arthur Van Camp and Gert de Cooman -- Inference Using Compiled Product-Based Possibilistic Networks / Raouia Ayachi, Nahla Ben Amor and Salem Benferhat -- Dynamic Directed Evidential Networks with Conditional Belief Functions: Application to System Reliability / Wafa Laâmari, Boutheina Ben Yaghlane and Christophe Simon -- Likelihood-Based Robust Classification with Bayesian Networks / Alessandro Antonucci, Marco E.G.V. Cattaneo and Giorgio Corani |
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Part 6. Belief Function Theory: Basics and/or Applications -- Collecting Information Reported by Imperfect Information Sources / Laurence Cholvy -- Ranking Aggregation Based on Belief Function / Andrea Argentini and Enrico Blanzieri -- Evaluating the Uncertainty of a Boolean Formula with Belief Functions / Christelle Jacob, Didier Dubois and Janette Cardoso -- Introduction to an Algebra of Belief Functions on Three-Element Frame of Discernment -- A Quasi Bayesian Case / Milan Daniel -- Application of Evidence Theory and Discounting Techniques to Aerospace Design / Fiona Browne, David Bell, Weiru Liu, Yan Jin and Colm Higgins, et al. -- Constructing Rule-Based Models Using the Belief Functions Framework / Rui Jorge Almeida, Thierry Denoeux and Uzay Kaymak -- An Evidential Framework for Associating Sensors to Activities for Activity Recognition in Smart Homes / Yaxin Bi, Chris Nugent and Jing Liao -- Positive and Negative Dependence for Evidential Database Enrichment / Mouna Chebbah, Arnaud Martin and Boutheina Ben Yaghlane -- Handling Interventions with Uncertain Consequences in Belief Causal Networks / Imen Boukhris, Zied Elouedi and Salem Benferhat -- K-Modes Clustering Using Possibilistic Membership / Asma Ammar, Zied Elouedi and Pawan Lingras |
| 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 |
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computerwetenschappen |
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computer sciences |
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informatiesystemen |
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information systems |
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internet |
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informatieontsluiting |
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information retrieval |
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informatieopslag |
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information storage |
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kunstmatige intelligentie |
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artificial intelligence |
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wiskunde |
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mathematics |
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logica |
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logic |
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computational science |
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databasebeheer |
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database management |
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Information and Communication Technology (General) |
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Informatie- en communicatietechnologie (algemeen) |
| Bibliography |
Includes bibliographical references and index |
| Subject |
Database management.
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Information storage and retrieval systems.
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Artificial intelligence.
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Programming (Mathematics)
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Information Systems
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Artificial Intelligence
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artificial intelligence.
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Informatique.
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Artificial intelligence
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Database management
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Information storage and retrieval systems
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Programming (Mathematics)
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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 |
Greco, Salvatore.
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| ISBN |
9783642317187 |
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3642317189 |
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