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1.

電子ブック
ＥＢ
1. Discovery Science
Johannes; Hüllermeier, Eyke; Higuchi, Tomoyuki Fürnkranz, Johannes Fürnkranz, Tomoyuki Higuchi, Eyke Hüllermeier
出版情報: SpringerLink Books - AutoHoldings , Springer Berlin Heidelberg, 2013
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2.

電子ブック
ＥＢ
2. Case-Based Approximate Reasoning
Eyke Hüllermeier, Eyke Hüllermeier
出版情報: SpringerLink Books - AutoHoldings , Springer Netherlands, 2007
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Dedication
Foreword
Preface
Notation
Introduction / 1：
Similarity and case-based reasoning / 1.1：
Objective of this book / 1.2：
Making case-based inference more reliable / 1.2.1：
The important role of models / 1.2.2：
Formal models of case-based inference / 1.2.3：
Overview / 1.3：
Similarity and Case-Based Inference / 2：
Model-based and instance-based approaches / 2.1：
Model-based approaches / 2.1.1：
Instance-based approaches / 2.1.2：
Knowledge representation / 2.1.3：
Performance in generalization / 2.1.4：
Computational complexity / 2.1.5：
Similarity-based methods / 2.2：
Nearest neighbor (NN) estimation / 2.2.1：
Instance-based learning / 2.2.2：
Case-based reasoning / 2.2.3：
The concept of similarity / 2.3：
Similarity in case-based reasoning / 2.3.1：
Similarity and fuzzy sets / 2.3.2：
Aggregation of local similarity measures / 2.3.3：
Case-based inference / 2.4：
Deterministic inference problems / 2.4.1：
Non-deterministic inference problems / 2.4.2：
Summary and remarks / 2.4.3：
Constraint-Based Modeling of Case-Based Inference / 3：
Basic concepts / 3.1：
Similarity profiles and hypotheses / 3.1.1：
Generalized similarity profiles / 3.1.2：
Constraint-based inference / 3.2：
A constraint-based inference scheme / 3.2.1：
Non-deterministic problems / 3.2.2：
Case-based approximation / 3.3：
Properties of case-based approximation / 3.3.1：
Local similarity profiles / 3.3.2：
Learning similarity hypotheses / 3.4：
The learning task / 3.4.1：
A learning algorithm / 3.4.2：
Properties of case-based learning / 3.4.3：
Experimental results / 3.4.4：
Application to statistical inference / 3.5：
Case-based parameter estimation / 3.5.1：
Case-based prior elicitation / 3.5.2：
Probabilistic Modeling of Case-Based Inference / 3.6：
Basic probabilistic concepts / 4.1：
Probabilistic similarity profiles and hypotheses / 4.1.1：
Generalized probabilistic profiles / 4.1.2：
Case-based inference, probabilistic reasoning, and statistical inference / 4.2：
Learning probabilistic similarity hypotheses / 4.3：
Simple hypotheses and credible case-based inference / 4.3.1：
Extended case-based learning / 4.3.2：
Experiments with regression and label ranking / 4.4：
Regression: artificial data / 4.4.1：
Regression: real-world data / 4.4.2：
Label ranking / 4.4.3：
Case-based inference as evidential reasoning / 4.5：
Transformation of probabilistic evidence / 4.5.1：
Inference from individual cases / 4.5.2：
Combining evidence from several cases / 4.5.3：
Assessment of cases / 4.6：
Similarity-weighted approximation / 4.6.1：
More general criteria / 4.6.2：
Assessment of individual cases / 4.6.3：
Complex similarity hypotheses / 4.7：
Inference schemes of higher order / 4.7.1：
Partially admissible profiles / 4.7.2：
Approximate probabilistic inference / 4.8：
Generalized uncertainty measures and profiles / 4.8.1：
An approximate inference scheme / 4.8.2：
Fuzzy Set-Based Modeling of Case-Based Inference I / 4.9：
Background on possibility theory / 5.1：
Possibility distributions as generalized constraints / 5.1.1：
Possibility as evidential support / 5.1.2：
Fuzzy rule-based modeling of the CBI hypothesis / 5.2：
Possibility rules / 5.2.1：
Modeling the CBI hypothesis / 5.2.2：
Generalized possibilistic prediction / 5.3：
Control of compensation and accumulation of support / 5.3.1：
Possibilistic support and weighted NN estimation / 5.3.2：
Upper and lower possibility bounds / 5.3.3：
Fuzzy logical evaluation / 5.3.4：
Comparison of extrapolation principles / 5.3.5：
From predictions to decisions / 5.3.6：
An illustrative example / 5.3.7：
Complexity issues / 5.3.8：
Extensions of the basic model / 5.4：
Dealing with incomplete information / 5.4.1：
Discounting noisy and atypical instances / 5.4.2：
From instances to rules / 5.4.3：
Modified possibility rules / 5.4.4：
Combination of several rules / 5.4.5：
Locally restricted extrapolation / 5.4.6：
Incorporation of background knowledge / 5.4.7：
Experimental studies / 5.5：
Preliminaries / 5.5.1：
Classification accuracy / 5.5.2：
Statistical assumptions and robustness / 5.5.3：
Variation of the aggregation operator / 5.5.4：
Representation of uncertainty / 5.5.5：
Calibration of CBI models / 5.6：
Relations to other fields / 5.7：
Fuzzy and possibilistic data analysis / 5.7.1：
Fuzzy set-based approximate reasoning / 5.7.2：
Fuzzy Set-Based Modeling of Case-Based Inference II / 5.8：
Gradual inference rules / 6.1：
The basic model / 6.1.1：
Modification of gradual rules / 6.1.2：
Certainty rules / 6.2：
Cases as information sources / 6.3：
A probabilistic model / 6.3.1：
Combination of information sources / 6.3.2：
Exceptionality and assessment of cases / 6.4：
Local rules / 6.5：
Case-Based Decision Making / 6.6：
Case-based decision theory / 7.1：
Nearest Neighbor decisions / 7.2：
Nearest Neighbor classification and decision making / 7.2.1：
Nearest Neighbor decision rules / 7.2.2：
An axiomatic characterization / 7.2.3：
Fuzzy modeling of case-based decisions / 7.3：
Basic measures for act evaluation / 7.3.1：
Modification of the basic measures / 7.3.2：
Interpretation of the decision criteria / 7.3.3：
Fuzzy quantification in act evaluation / 7.4：
A CBI framework of CBDM / 7.5：
Generalized decision-theoretic setups / 7.5.1：
Decision making using belief functions / 7.5.2：
Possibilistic decision making / 7.5.3：
CBDM models: A discussion of selected issues / 7.6：
The relation between similarity, preference, and belief / 7.6.1：
The effect of observed cases / 7.6.2：
Dynamic aspects of decision making / 7.6.3：
Experience-based decision making / 7.7：
Compiled decision models / 7.7.1：
Satisficing decision trees / 7.7.2：
Experimental evaluation / 7.7.3：
Conclusions and Outlook / 7.8：
Possibilistic Dominance in Qualitative Decisions / A：
Implication-Based Fuzzy Rules as Randomized Gradual Rules / B：
Implication-based fuzzy rules / B.1：
Gradual rules / B.1.1：
Other implication-based rules / B.1.2：
Randomized gradual rules / B.2：
A probabilistic representation of implication-based fuzzy rules / B.3：
Similarity-Based Reasoning as Logical Inference / C：
Simulation Results of Section 3.4.4 / D：
Experimental Results of Section 5.5.4 / E：
Simulation Results of Section 7.4 / F：
Computation of an Extended Splitting Measures / G：
Experimental Results of Section 7.7.2 / H：
References
Index
Dedication
Foreword
Preface
3.

電子ブック
ＥＢ
3. Computational Intelligence for Knowledge-Based Systems Design
Eyke Hüllermeier, Frank Hoffmann, Takeo Kanade, Rudolf Kruse
出版情報: SpringerLink Books - AutoHoldings , Springer Berlin Heidelberg, 2010
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Machine Learning and Data Mining
Similarity and Instinguishability
Towards a Conscious Choice of a Fuzzy Similarity Measure: A Qualitative Point of View / Bernadette Bouchon-Meunier ; Giulianella Coletti ; Marie-Jeanne Lesot ; Maria Rifqi
A Stochastic Treatment of Similarity / Anca Ralescu ; Sofia Visa ; Stefana Popovici
Order-Based Equivalence Degrees for Similarity and Distance Measures
Comparing Partitions by Subset Similarities / Thomas A. Runkler
Finitely Valued Indistinguishability Operators / Gaspar Mayor ; Jordi Recasens
Discovering Rules-Based Similarity in Microarray Data / Andrzej Janusz
Clustering and Classification
Fuzzy Clustering of Incomplete Data Based on Cluster Dispersion / Ludmila Himmelspach ; Stefan Conrad
Automatic Detection of Active Region on EUV Solar Images Using Fuzzy Clustering / M. Carmen Aranda ; Carlos Caballero
On Dynamic Soft Dimension Reduction in Evolving Fuzzy Classifiers / Edwin Lughofer
Multi-class Imbalanced Data-Sets with Linguistic Fuzzy Rule Based Classification Systems Based on Pairwise Learning / Alberto Fernández ; Mara José del Jesus ; Francisco Herrera
Probabilistic Rough Set Approaches to Ordinal Classification with Monotonicity Constraints / Jerzy Blaszczynski ; Roman Slowinski ; Marcin Szelag
Web Page Classification: A Probabilistic Model with Relational Uncertainty / Elisabetta Fersini ; Enza Messina ; Francesco Archetti
Evidential Multi-Label Classification Approach to Learning from Data with Imprecise Labels / Zoulficar Younes ; Fahed Abdallah ; Thierry Denœux
A K-Neareat Neighbours Method Based on Lower Previsions / Sebastien Destercke
Statistics with Imprecise Data
Fuzzy Probabilities: Tentative Discussions on the Mathematical Concepts / Enric Trillas ; Takehiko Nakama ; Itziar García-Honrado
On Dealing with Imprecise Information in a Content Based Image Retrieval System / Tatiana Jaworska ; Janusz Kacprzyk ; Nicolas Marín ; Stawomir Zadrozny
Au Extension of Stochastic Dominance to Fuzzy Random Variables / Farid Aiche ; Didier Dubois
Correlation of Intuitionistic Fuzzy Sets / Eulalia Szmidt
A Correlation Ratio for Possibility Distributions / Robert Pullér ; József Mezei ; Péter Várlaki
Data Analysis
On Nonparametric Predictive Inference for Ordinal Data / Frank P.A. Coolen ; Pauline Coolen-Schrijner ; Tahani A. Maturi
Using Cloudy Kernels for Imprecise Linear Filtering / Olivier Strauss
Peakedness and Generalized Entropy for Continuous Density Functions / Inés Couso
The Most Representative Utility Function for Non-Additive Robust Ordinal Regression / Silvia Angilella ; Salvatore Greco ; Benedetto Matarazzo
Alternative Normalization Schemas for Bayesian Confirmation Measures / Roman Stowinski ; Izabela Szczech
Feature Analysis
Gender and Age Estimation from Synthetic Face Images / Alberto N. Escalante ; B. Laurenz Wiskott
Attribute Value Selection Considering the Minimum Description Length Approach and Feature Granularity / Kemal Ince ; Frank Klawonn
Concept Analysis
Possibility Theory and Formal Concept Analysis: Context Decomposition and Uncertainty Handling / Yassine Djouadi ; Henri Prade
A Parallel between Extended Formal Concept Analysis and Bipartite Graphs Analysis / Bruno Gaume ; Emmanuel Navarro
Negotiation as Creative Social Interaction Using Concept Hierarchies / Frederick E. Petry ; Ronald R. Yager
Temporal Data Mining
Estimating Top-k Destinations in Data Streams / Nuno Homem ; Joao Paulo Carvalho
A Data Mining Algorithm for Inducing Temporal Constraint Networks / Miguel R. Álvarez ; Paulo Félix ; Purificación Carineña ; Abraham Otero
Analysis of the Time Evolution of Scientograms Using the Subdue Graph Mining Algorithm / Arnaud Quirin ; Oscar Gordón ; Prakash Shelokar ; Carmen Zarco
Short-Time Prediction Based on Recognition of Fuzzy Time Series Patterns / Gernot Herbst ; Steffen F. Bocklisch
Time Series Comparison Using Linguistic Fuzzy Techniques / Rita Castillo-Ortega ; Nicolás Marín ; Daniel Sánchez
Granular Approach for Evolving System Modeling / Daniel Leite ; Pyramoi Costa Jr. ; Fernando Gomide
Data Mining Applications
Data Mining in Precision Agriculture: Management of Spatial Information / Georg Ru? ; Alexander Brenning
Fuzzy Multivariable Gaussian Evolving Approach for Fault Detection and Diagnosis / André Lemos ; Walmir Gaminhas
Dispersion Estimates for Telecommunications Fraud / João Paulo Carvalho
The Link Prediction Problem in Bipartite Networks / Jérôme Kunegis ; Ernesto W. De Luca ; Sahin Albayrak
Aggregation and Fusion
Aggregation
Symmetrization of Modular Aggregation Functions / Radko Mesiar ; Andrea Mesiarová-Zemánková
Smooth Aggregation Functions on Finite Scales / Margalida Mas ; Miquel Monserrat ; Joan Torrens
Dual Representable Aggregation Functions and Their Derived S-Implications / Isabel Aguiló ; Marc Carbonell ; Jaume Suñer
Aggregation Functions with Stronger Types of Monotonicity / Erich Peter Klement ; Maddalena Manzi
Some Remarks on the Characterization of Idempotent Uninorms / Daniel Ruiz-Aguilera ; Bernard De Baets ; Janos Fodor
On the Median and Its Extensions / Gleb Beliakov ; Humberto Bustince ; Javier Fernandez
Information Fusion
Evidential Combination of Multiple HMM Classifiers for Multi-script Handwritting Recognition / Yousri Kessentini ; Thomas Burger ; Thierry Paquet
Using Uncertainty Information to Combine Soft Classifications / Luisa M.S. Goncalves ; Cidália C. Fonte ; Mario Caetano
Performance Evaluation of a Fusion System Devoted to Image Interpretation / Abdellah Lamallem ; Lionel Valet ; Didier Coquin
A New Adaptive Consensus Reaching Process Based on the Experts' Importance / Ignacio J. Pérez ; F.J. Cabrerizo ; S. Alonso ; E. Herrera-Viedma
Integrals
On the Robustness for the Choquet Integral / Christophe Labreuche
Explicit Descriptions of Bisymmetric Sugeno Integrals / Miguel Couceiro ; Erkko Lehtonen
Learning Fuzzy-Valued Fuzzy Measures for the Fuzzy-Valued Sugeno Fuzzy Integral / Derek T. Anderson ; James M. Keller ; Timothy C. Havens
Choquet Integration on Set Systems / U. Faigle ; M. Grabisch ; M. Heyne
Necessity-Based Choquet Integrals for Sequential Decision Making under Uncertainty / Nahla Ben Amor ; Hélène Fargier ; Wided Guezguez
Preference Modeling
A Fuzzy-Rule-Based Approach to Contextual Preference Queries / Allel Hadjali ; Amine Mokhtari ; Olivier Pivert
Extracting and Modelling Preferences from Dialogue / Nicholas Asher ; Elise Bonzon ; Alex Lascarides
Argumentation Framework with Fuzzy Preference Relations / Souhila Kaci
An Algorithm for Generating Consistent and Transitive Approximations of Reciprocal Preference Relations / Steven Freson ; Hans De Meyer
Preference Modeling and Model Management for Interactive Multi-objective Evolutionary Optimization / Johannes Krettek ; Jan Braun ; Frank Hoffmann ; Torsten Bertram
Dominance-Based Rough Set Approach to Preference Learning from Pairwise Comparisons in Case of Decision under Uncertainty
Uncertainty Handling
Fuzzy Methods
Trimming Plethoric Answers to Fuzzy Queries: An Approach Based on Predicate Correlation / Patrick Bosc ; Grégory Smits
Searching Aligned Groups of Objects with Fuzzy Criteria / Maria Carolina Vanegas ; Isabelle Bloch ; Jordi Inglada
How to Translate Words into Numbers? A Fuzzy Approach for the Numerical Translation of Verbal Probabilities / Franziska Bocklisch ; Josef F. Krems
Plateau Regions: An Implementation Concept for Fuzzy Regions in Spatial Databases and GIS / Virupaksha Kanjilal ; Hecken Liu ; Markus Schneider
Genuine Linguistic Fuzzy Logic Control: Powerful and Successful Control Method / Vilém Novák
Cytoplasm Contour Approximation Based on Color Fuzzy Sets and Color Gradient / Santiago Romani ; Belen Prados-Suárez ; Pilar Sobrevilla ; Eduard Montseny
Keeping Secrets in Possibilistic Knowledge Bases with Necessity-Valued Privacy Policies / Lena Wiese
Inference with Fuzzy and Probabilistic Information / Barbara Vantaggi
Bayesian Networks
Modelling Patterns of Evidence in Bayesian Networks: A Case-Study in Classical Swine Fever / Linda C. van der Gaag ; Janneke Bolt ; Willie Loeffen ; Armin Elbers
An Importance Sampling Approach to Integrate Expert Knowledge When Learning Bayesian Networks from Data / Andrés Cano ; Andrés R. Masegosa ; Serafín Moral
Belief Functions
Conflicts within and between Belief Functions / Milan Daniel
Consonant Continuous Belief Functions Conflicts Calculation / Jean-Marc Vannobel
Credal Sets Approximation by Lower Probabilities: Application to Credal Networks / Alessandro Antonucci ; Fabio Cuzzolin
Rule Discovery Process Based on Rough Sets under the Belief Function Framework / Salsabil Trabelsi ; Zied Elouedi ; Pawan Lingras
Independent Natural Extension / Gert de Cooman ; Enrique Miranda ; Marco Zaffalon
Logics
On Elementary Extensions in Fuzzy Predicate Logics / Pilar Dellunde ; Francesc Esteva
Logical Proportions - Typology and Roadmap / Gilles Richard
Author Index
Machine Learning and Data Mining
Similarity and Instinguishability
Towards a Conscious Choice of a Fuzzy Similarity Measure: A Qualitative Point of View / Bernadette Bouchon-Meunier ; Giulianella Coletti ; Marie-Jeanne Lesot ; Maria Rifqi
4.

電子ブック
ＥＢ
4. Scalable Uncertainty Management
David Hutchison, Takeo Kanade, Thomas Fober, Eyke Hüllermeier, Sebastian Link, Bernhard Seeger
出版情報: SpringerLink Books - AutoHoldings , Springer Berlin Heidelberg, 2012
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5.

電子ブック
ＥＢ
5. Preference Learning
Johannes Fürnkranz, Johannes Fürnkranz, Eyke Hüllermeier, Eyke Hüllermeier
出版情報: SpringerLink Books - AutoHoldings , Springer Berlin Heidelberg, 2011
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Preference Learning: An Introduction / Johannes Fürnkranz ; Eyke Hüllermeier
A Preference Optimization Based Unifying Framework for Supervised Learning Problems / Fabio Aiolli ; Alessandro Sperduti
Label Ranking / Part I：
Label Ranking Algorithms: A Survey / Shankar Vembu ; Thomas Gärtner
Preference Learning and Ranking by Pairwise Comparison
Decision Tree Modeling for Ranking Data / Philip L.H. Yu ; Wai Ming Wan ; Paul H. Lee
Co-Regularized Least-Squares for Label Ranking / Evgeni Tsivtsivadze ; Tapio Pahikkala ; Jorma Boberg ; Tapio Salakoski ; Tom Heskes
Instance Ranking / Part II：
A Survey on ROC-Based Ordinal Regression / Willem Waegeman ; Bernard De Baets
Ranking Cases with Classification Rules / Jianping Zhang ; Jerzy W. Bala ; Ali Hadjarian ; Brent Han
Object Ranking / Part III：
A Survey and Empirical Comparison of Object Ranking Methods / Toshihiro Kamishima ; Hideto Kazawa ; Shotaro Akaho
Dimension Reduction for Object Ranking
Learning of Rule Ensembles for Multiple Attribute Ranking Problems / Krzysztof Dembczynski ; Wojciech Kotlowski ; Roman Slowinski ; Marcin Szelag
Preferences in Multi-Attribute Domains / Part IV：
Learning Lexicographic Preference Models / Fusun Yaman ; Thomas J. Walsh ; Michael L. Littman ; Marie desJardins
Learning Ordinal Preferences on Multiattribute Domains: The Case of CP-nets / Yann Chevaleyre ; Frédéric Koriche ; Jérome Lang ; Jérome Mengin ; Bruno Zanuttini
Choice-Based Conjoint Analysis: Classification vs. Discrete Choice Models / Joachim Giesen ; Klaus Mueller ; Bilyana Taneva ; Peter Zolliker
Learning Aggregation Operators for Preference Modeling / Vicenç Torra
Preferences in Information Retrieval / Part V：
Evaluating Search Engine Relevance with Click-Based Metrics / Filip Radlinski ; Madhu Kurup ; Thorsten Joachims
Learning SVM Ranking Functions from User Feedback Using Document Metadata and Active Learning in the Biomedical Domain / Robert Arens
Preferences in Recommender Systems / Part VI：
Learning Preference Models in Recommender Systems / Marco de Gemmis ; Leo Iaquinta ; Pasquale Lops ; Cataldo Musto ; Fedelucio Narducci ; Giovanni Semeraro
Collaborative Preference Learning / Alexandros Karatzoglou ; Markus Weimer
Discerning Relevant Model Features in a Content-Based Collaborative Recommender System / Alejandro Bellogín ; Iván Cantador ; Pablo Castells ; Álvaro Ortigosa
Subject Index
Author Index
Preference Learning: An Introduction / Johannes Fürnkranz ; Eyke Hüllermeier
A Preference Optimization Based Unifying Framework for Supervised Learning Problems / Fabio Aiolli ; Alessandro Sperduti
Label Ranking / Part I：
6.

電子ブック
ＥＢ
6. Information Processing and Management of Uncertainty in Knowledge-Based Systems. Applications
Eyke Hüllermeier, Frank Hoffmann, Rudolf Kruse
出版情報: SpringerLink Books - AutoHoldings , Springer Berlin Heidelberg, 2010
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Data Analysis Applications
Data-Driven Design of Takagi-Sugeno Fuzzy Systems for Predicting NOx Emissions / Edwin Lughofer ; Vicente Macián ; Carlos Guardiola ; Erich Peter Klement
Coping with Uncertainty in Temporal Gene Expressions Using Symbolic Representations / Silvana Badaloni ; Marco Falda
Olive Trees Detection in Very High Resolution Images / Juan Moreno-Garcia ; Luis Jimenez Linares ; Luis Rodriguez-Benitez ; Cayetano J. Solana-Cipres
A Fast Recursive Approach to Autonomous Detection, Identification and Tracking of Multiple Objects in Video Streams under Uncertainties / Pouria Sadeghi-Tehran ; Plamen Angelov ; Ramin Ramezani
Soft Concept Hierarchies to Summarise Data Streams and Highlight Anomalous Changes / Trevor Martin ; Yun Shen ; Andrei Majidian
Using Enriched Ontology Structure for Improving Statistical Models of Gene Annotation Sets / Frank Rügheimer
Predicting Outcomes of Septic Shock Patients Using Feature Selection Based on Soft Computing Techniques / André S. Fialho ; Federico Cismondi ; Susana M. Vieira ; João M.C. Sousa ; Shane R. Reti ; Michael D. Howell ; Stan N. Finkelstein
Obtaining the Compatibility between Musicians Using Soft Computing / Teresa Leon ; Vicente Liern
Consistently Handling Geographical User Data: Context-Dependent Detection of Co-located POIs / Guy De Tré ; Antoon Bronselaer ; Tom Matthé ; Nico Van de Weghe ; Philippe De Maeyer
Intelligent Databases
A Model Based on Outranking for Database Preference Queries / Patrick Bosc ; Olivier Pivert ; Grégory Smits
Incremental Membership Function Updates / Narjes Hachani ; Imen Derbel ; Habib Ounelli
A New Approach for Comparing Fuzzy Objects / Yasmina Bashon ; Daniel Neagu ; Mick J. Ridley
Generalized Fuzzy Comparators for Complex Data in a Fuzzy Object-Relational Database Management System / Juan Miguel Medina ; Carlos D. Barranco ; Jesús R. Campaña ; Sergio Jaime-Castillo
The Bipolar Semantics of Querying Null Values in Regular and Fuzzy Databases: Dealing with Inapplicability
Describing Fuzzy DB Schemas as Ontologies: A System Architecture View / Carmen Martínez-Cruz ; Ignacio J. Blanco ; M. Amparo Vila
Using Textual Dimensions in Data Warehousing Processes / M.J. Martín-Bautista ; C. Molina ; E. Tejeda
Information Fusion
Uncertainty Estimation in the Fusion of Text-Based Information for Situation Awareness / Kellyn Rein ; Ulrich Schade ; Silverius Kawaletz
Aggregation of Partly Inconsistent Preference Information / Rudolf Felix
Risk Neutral Valuations Based on Partial Probabilistic Information / Andrea Capotorti ; Giuliana Regoli ; Francesca Vattari
A New Contextual Discounting Rule for Lower Probabilities / Sebastien Destercke
The Power Average Operator for Information Fusion / Ronald R. Yager ; 208
Performance Comparison of Fusion Operators in Bimodal Remote Sensing Snow Detection / Aureli Soria-Frisch ; Antonio Repucci ; Laura Moreno ; Marco Caparrini
Color Recognition Enhancement by Fuzzy Merging / Vincent Bombardier ; Emmanuel Schmitt ; Patrick Charpentier
Towards a New Generation of Indicators for Consensus Reaching Support Using Type-2 Fuzzy Sets / Witold Pedrycz ; Janusz Kacprzyk ; Stawomir Zadrozny
Decision Support
Modelling Collective Choices
Multiagent Decision Making, Fuzzy Prevision, and Consensus / Antonio Maturo ; Aldo G.S. Ventre
A Categorical Approach to the Extension of Social Choice Functions / Patrik Eklund ; Mario Fedrizzi ; Hannu Nurmi
Signatures for Assessment, Diagnosis and Decision-Making in Ageing
Fuzzy Decision Theory
A Default Risk Model in a Fuzzy Framework / Hiroshi Inoue ; Masatoshi Miyake
On a Fuzzy Weights Representation for Inner Dependence AHP / Shin-ichi Ohnishi ; Takahiro Yamanoi ; Hideyuki Imai
Different Models with Fuzzy Random Variables in Single-Stage Decision Problems / Luis J. Rodríguez-Muñiz ; Miguel López-Díaz
Applications in Finance
A Neuro-Fuzzy Decision Support System for Selection of Small Scale Business / Rajendra Akerkar ; Priti Srinivas Sajja
Bond Management: An Application to the European Market / José Manuel Brotons
Estimating the Brazilian Central Bank's Reaction Function by Fuzzy Inference System / Ivette Luna ; Leandro Maciel ; Rodrigo Lanna F. da Silveira ; Rosangela Ballini
Fuzzy Systems
Philosophical Aspects
Do Uncertainty and Fuzziness Present Themselves (and Behave) in the Same Way in Hard and Human Sciences? / Settimo Termini
Some Notes on the Value of Vagueness in Everyday Communication / Nora Kluck
On Zadeh's "The Birth and Evolution of Fuzzy Logic" / Yücel Yüksel
Complexity and Fuzziness in 20th Century Science and Technology / Rudolf Seising
Educational Software of Fuzzy Logic and Control / José Galindo ; Enrique León-González
Fuzzy Numbers
A Fuzzy Distance between Two Fuzzy Numbers / Saeid Abbasbandy ; Saeide Hajighasemi
On the Jaccard Index with Degree of Optimism in Ranking Fuzzy Numbers / Nazirah Ramli ; Daud Mohamad
Negation Functions in the Set of Discrete Fuzzy Numbers / Jaume Casasnovas ; J. Vicente Riera
Trapezoidal Approximation of Fuzzy Numbers Based on Sample Data / Przemyslaw Grzegorzewski
Multiple Products and Implications in Interval-Valued Fuzzy Set Theory / Glad Deschrijver
Fuzzy Ontology and Information Granulation: An Approach to Knowledge Mobilisation / Christer Carlsson ; Matteo Brunelli ; Jozsef Mezei
Adjoint Pairs on Interval-Valued Fuzzy Sets / Jesús Medina
Fuzzy Arithmetic
Optimistic Arithmetic Operators for Fuzzy and Gradual Intervals - Part I: Interval Approach / Reda Boukezzoula ; Sylvie Galichet
Optimistic Arithmetic Operators for Fuzzy and Gradual Intervals - Part II: Fuzzy and Gradual Interval Approach
Model Assessment Using Inverse Fuzzy Arithmetic / Thomas Haag ; Michael Hanss
New Tools in Fuzzy Arithmetic with Fuzzy Numbers / Luciano Stefanini
Fuzzy Equations
Application of Gaussian Quadratures in Solving Fuzzy Fredholm Integral Equations / M. Khezerloo ; Tofigh Allahviranloo ; Soheil Salahshour ; M. Khorasani Kiasari ; S. Haji Ghasemi
Existence and Uniqueness of Solutions of Fuzzy Volterra Integro-differential Equations / M. Khorasany
Expansion Method for Solving Fuzzy Fredholm-Volterra Integral Equations / S. Khezerloo ; M. Khorasan Kiasary
Solving Fuzzy Heat Equation by Fuzzy Laplace Transforms / Elnaz Haghi
A New Approach for Solving First Order Fuzzy Differential Equation
Soft Computing Applications
Image Processing
A Comparison Study of Different Color Spaces in Clustering Based Image Segmentation / Aranzazu Jurio ; Miguel Pagola ; Mikel Galar ; Carlos Lopez-Molina ; Daniel Paternain
Retrieving Texture Images Using Coarseness Fuzzy Partitions / Jesús Chamorro-Martínez ; Pedro Manuel Martínez-Jiménez ; Jose Manuel Soto-Hidalgo
A Fuzzy Regional-Based Approach for Detecting Cerebrospinal Fluid Regions in Presence of Multiple Sclerosis Lesions / Francesc Xavier Aymerich ; Eduard Montseny ; Pilar Sobrevilla ; Alex Rovira
Probabilistic Scene Models for Image Interpretation / Alexander Bauer
Motion Segmentation Algorithm for Dynamic Scenes over H.264 Video / L. Jimenez-Linares
Using Stereo Vision and Fuzzy Systems for Detecting and Tracking People / Rui Paúl ; Eugenia Aguirre ; Miguel García-Silvente ; Rafael Muñoz-Salinas
Privacy and Security
Group Anonymity / Oleg Chertov ; Dan Tavrov
Anonymizing Categorical Data with a Recoding Method Based on Semantic Similarity / Sergio Martínez ; Aida Valls ; David Sánchez
Addressing Complexity in a Privacy Expert System / Siani Pearson
Privacy-Protected Camera for the Sensing Web / Ikuhisa Mitsugami ; Masayuki Mukunoki ; Yasutomo Kawanishi ; Hironori Hattori ; Michihiko Minoh
Bayesian Network-Based Approaches for Severe Attack Prediction and Handling IDSs' Reliability / Karim Tabia ; Philippe Leray
The Sensing Web
Structuring and Presenting the Distributed Sensory Information in the Sensing Web / Rin-ichiro Taniguchi ; Atsushi Shimada ; Yuji Kawaguchi ; Yousuke Miyata ; Satoshi Yoshinaga
Evaluation of Privacy Protection Techniques for Speech Signals / Kazumasa Yamamoto ; Seiichi Nakagawa
Digital Diorama: Sensing-Based Real-World Visualization / Takumi Takehara ; Yuta Nakashima ; Naoko Nitta ; Noboru Babaguchi
Personalizing Public and Privacy-Free Sensing Information with a Personal Digital Assistant / Takuya Kitade ; Yasushi Hirano ; Shoji Kajita ; Kenji Mase
The Open Data Format and Query System of the Sensing Web / Naruki Mitsuda ; Tsuneo Ajisaka
See-Through Vision: A Visual Augmentation Method for Sensing-Web / Yuichi Ohta ; Yoshinari Kameda ; Itaru Kitahara ; Masayuki Hayashi ; Shinya Yamazaki
Manufacturing and Scheduling
Manufacturing Virtual Sensors at Caterpillar, Inc. / Timothy J. Felty ; James R. Mason ; Anthony J. Grichnik
Modelling Low-Carbon UK Energy System Design through 2050 in a Collaboration of Industry and the Public Sector / Christopher Heaton ; Rod Davies
A Remark on Adaptive Scheduling of Optimization Algorithms / Krisztián Balázs ; László T. Kóczy
An Adaptive Fuzzy Model Predictive Control System for the Textile Fiber Industry / Stefan Berlik ; Maryam Nasiri
Methodology for Evaluation of Linked Multidimensional Measurement System with Balanced Scorecard / Yutaka Kigawa ; Kiyoshi Nagata ; Fuyume Sai ; Michio Amagasa
Predictive Probabilistic and Possibilistic Models Used for Risk Assessment of SLAs in Grid Computing / Robert Fullér
Author Index
Data Analysis Applications
Data-Driven Design of Takagi-Sugeno Fuzzy Systems for Predicting NOx Emissions / Edwin Lughofer ; Vicente Macián ; Carlos Guardiola ; Erich Peter Klement
Coping with Uncertainty in Temporal Gene Expressions Using Symbolic Representations / Silvana Badaloni ; Marco Falda
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電子ブック
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7. Information Processing and Management of Uncertainty in Knowledge-Based Systems. Theory and Methods
Eyke Hüllermeier, Frank Hoffmann, Rudolf Kruse
出版情報: SpringerLink Books - AutoHoldings , Springer Berlin Heidelberg, 2010
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目次情報: 続きを見る
Reasoning with Uncertainty
Decomposable Models
An Algorithm to Find a Perfect Map for Graphoid Structures / Marco Baioletti ; Giuseppe Busanello ; Barbara Vantaggi
An Empirical Study of the Use of the Noisy-Or Model in a Real-Life Bayesian Network / Janneke H. Bolt ; Linda C. van der Gaag
Possibilistic Graphical Models and Compositional Models / Jirina Vejnarová
Bayesian Networks vs. Evidential Networks: An Application to Convoy Detection / Evangeline Pollard ; Michèle Rombaut ; Benjamin Pannetier
Approximation of Data by Decomposable Belief Models / Radim Jiroušek
Imprecise Probabilities
A Gambler's Gain Prospects with Coherent Imprecise Previsions / Paolo Vicig
Infinite Exchangeability for Sets of Desirable Gambles / Gert de Cooman ; Erik Quaeghebeur
Ergodicity Conditions for Upper Transition Operators / Filip Hermans
An Empirical Comparison of Bayesian and Credal Set Theory for Discrete State Estimation / Alexander Karlsson ; Ronnie Johansson ; Sten F. Andler
On the Complexity of Non-reversible Betting Games on Many-Valued Events / Martina Fedel ; Tommaso Flaminio
Sequential Decision Processes under Act-State Independence with Arbitrary Choice Functions / Matthias C.M. Troffaes ; Nathan Huntley ; Ricardo Shirota Filho
Logics for Reasoning
Similarity-Based Equality with Lazy Evaluation / Ginés Moreno
Progressive Reasoning for Complex Dialogues among Agents / Josep Puyol-Gruart ; Mariela Morveli-Espinoza
Measuring Instability in Normal Residuated Logic Programs: Discarding Information / Nicolás Madrid ; Manuel Ojeda-Aciego
Implementing Prioritized Merging with ASP / Julien Hue ; Odile Papini ; Eric Würbel
Preference Modeling
An Interactive Algorithm to Deal with Inconsistencies in the Representation of Cardinal Information / Brice Mayag ; Michel Grabisch ; Christophe Labreuche
Characterization of Complete Fuzzy Preorders Defined by Archimedean t-Norms / Ignacio Montes ; Davide Martinetti ; Susana Díaz ; Susana Montes
Rectification of Preferences in a Fuzzy Environment / Camilo Franco de los Ríos ; Javier Montero ; J. Tinguaro Rodríguez
Data Analysis and Knowledge Processing
Belief Functions
Identification of Speakers by Name Using Belief Functions / Simon Petitrenaud ; Vincent Jousse ; Sylvain Meignier ; Yannick Estéve
Constructing Multiple Frames of Discernment for Multiple Subproblems / Johan Schubert
Conflict Interpretation in a Belief Interval Based Framework / Clément Solau ; Anne-Marie Jolly ; Laurent Delahoche ; Bruno Marhic ; David Menga
Evidential Data Association Filter / Ahmed Dallil ; Mourad Oussalah ; Abdelaziz Ouldali
Maintaining Evidential Frequent Itemsets in Case of Data Deletion / Mohamed Anis Bach Tobji ; Boutheina Ben Yaghlane
TS-Models from Evidential Clustering / Rui Jorge Almeida ; Uzay Kaymak
Measuring Impact of Diversity of Classifiers on the Accuracy of Evidential Ensemble Classifiers / Yaxin Bi ; Shengli Wu
Multiplication of Multinomial Subjective Opinions / Audun Jøsang ; Stephen O'Hara
Evaluation of Information Reported: A Model in the Theory of Evidence / Laurence Cholvy
Rough Sets
Gradual Evaluation of Granules of a Fuzzy Relation: R-related Sets / Slavka Bodjanova ; Martin Kalina
Combined Bayesian Networks and Rough-Granular Approaches for Discovery of Process Models Based on Vehicular Traffic Simulation / Mateusz Adamczyk ; Pawel Betlinski ; Pawel Gora
On Scalability of Rough Set Methods / Piotr Kwiatkowski ; Sinh Hoa Nguyen ; Hung Son Nguyen
Machine Learning
Interestingness Measures for Association Rules within Groups / Aída Jiménez ; Fernando Berzal ; Juan-Carlos Cubero
Data Mining in RL-Bags / M. Dolores Ruiz ; Miguel Delgado ; Daniel Sánchez
Feature Subset Selection for Fuzzy Classification Methods / Marcos E. Cintra ; Heloisa A. Camargo
Restricting the IDM for Classification / Giorgio Corani ; Alessio Benavoli
Probabilistic Methods
Estimation of Possibility-Probability Distributions / Balapuwaduge Sumudu Udaya Mendis ; Tom D. Gedeon
Bayesian Assaying of GUHA Nuggets / Robert Piché ; Esko Turunen
Rank Correlation Coefficient Correction by Removing Worst Cases / Martin Krone ; Frank Klawonn
Probabilistic Relational Learning for Medical Diagnosis Based on Ion Mobility Spectrometry / Marc Finthammer ; Christoph Beierle ; Jens Fisseler ; Gabriele Kern-Isberner ; Bülent Möller ; Jörg I. Baumbach
Automated Gaussian Smoothing and Peak Detection Based on Repeated Averaging and Properties of a Spectrum's Curvature / Hyung-Won Koh ; Lars Hildebrand
Uncertainty Interval Expression of Measurement: Possibility Maximum Specificity versus Probability Maximum Entropy Principles / Gilles Mauris
Fuzzy Methods
Lazy Induction of Descriptions Using Two Fuzzy Versions of the Rand Index / Eva Armengol ; Ángel García-Cerdana
Fuzzy Clustering-Based Filter / Luiz F.S. Coletta ; Eduardo R. Hruschka ; Thiago F. Covoes ; Ricardo J.G.B. Campello
Fuzzy Classification of Nonconvex Data-Inherent Structures / Arne-Jens Hempel ; Steffen F. Bocklisch
Fuzzy-Pattern-Classifier Training with Small Data Sets / Uwe Mönks ; Denis Petker ; Volker Lohweg
Temporal Linguistic Summaries of Time Series Using Fuzzy Logic / Janusz Kacprzyk ; Anna Wilbik
A Comparison of Five Fuzzy Rand Indices / Derek T. Anderson ; James C. Bezdek ; James M. Keller ; Mihail Popescu
Identifying the Risk of Attribute Disclosure by Mining Fuzzy Rules / Irene Díaz ; José Ranilla ; Luis J. Rodríguez-Muniz ; Luigi Troiano
Fuzzy Sets and Fuzzy Logic
Fuzzy Measures and Integrals
Explicit Descriptions of Associative Sugeno Integrals / Miguel Couceiro ; Jean-Luc Marichal
Continuity of Choquet Integrals of Supermodular Capacities / Nobusumi Sagara
Inclusion-Exclusion Integral and Its Application to Subjective Video Quality Estimation / Aoi Honda ; Jun Okamoto
Fuzzy Measure Spaces Generated by Fuzzy Sets / Antonín Dvorák ; Michal Holcapek
Absolute Continuity of Monotone Measure and Convergence in Measure / Jun Li ; Radko Mesiar ; Qiang Zhang
An Axiomatic Approach to Fuzzy Measures Like Set Cardinality for Finite Fuzzy Sets
Choquet-integral-Based Evaluations by Fuzzy Rules: Methods for Developing Fuzzy Rule Tables on the Basis of Weights and Interaction Degrees / Eiichiro Takahagi
Fuzzy Inference
On a New Class of Implications in Fuzzy Logic / Yun Shi ; Bart Van Gasse ; Da Ruan ; Etienne Kerre
Diagrams of Fuzzy Orderings / Branimir Šešelja ; Andreja Tepavcevic
Fuzzy Relation Equations in Semilinear Spaces / Irina Perfilieva
Adaptive Rule Based-Reasoning by Qualitative Analysis / Marius Mircea Balas ; Valentina Emilia Balas
Fuzzy Regions: Adding Subregions and the Impact on Surface and Distance Calculation / Jörg Verstraete
On Liu's Inference Rules for Fuzzy Inference Systems / Xin Gao ; Dan A. Ralescu ; Yuan Gao
Intuitionistic Fuzzy Sets
A New Approach to the Distances between Intuitionistic Fuzzy Sets / Krassimir Atanassov
Atanassov's Intuitionistic Contractive Fuzzy Negations / Benjamin Bedregal ; Humberto Bustince ; Javier Fernandez ; Glad Deschrijver
Trust Propagation Based on Group Opinion / Anna Stachowiak
Application of IF-Sets to Modeling of Lip Shapes Similarities / Krzysztof Dyczkowski
A Random Set and Prototype Theory Interpretation of Intuitionistic Fuzzy Sets / Jonathan Lawry
Hesitation Degrees as the Size of Ignorance Combined with Fuzziness / Maciej Wygralak
On the Distributivity of Implication Operations over t-Representable t-Norms Generated from Strict t-Norms in Interval-Valued Fuzzy Sets Theory / Michal Baczynski
Properties of Interval-Valued Fuzzy Relations, Atanassov's Operators and Decomposable Operations / Barbara Pekala
Cardinality and Entropy for Bifuzzy Sets / Vasile Patrascu
Aggregation Functions
Some Remarks on the Solutions to the Functional Equation I(x, y) = I(x, I(x, y)) for D-Operations / Sebastià Massanet ; Joan Torrens
On an Open Problem of U. Höhle - A Characterization of Conditionally Cancellative T-Subnorms / Balasubramaniam Jayaram
Triangular Norms and Conorms on the Set of Discrete Fuzzy Numbers / Jaume Casasnovas ; J. Vicente Riera
Arity-Monotonic Extended Aggregation Operators / Marek Gagolewski ; Przemyslaw Grzegorzewski
Some Properties of Multi-argument Distances and Fermat Multidistance / Javier Martín ; Gaspar Mayor
Mixture Utility in General Insurance / Jana Špirková
Evolutionary Agorithms
Application of Evolutionary Algorithms to the Optimization of the Flame Position in Coal-Fired Utility Steam Generators / W. Kästner ; R. Hampel ; T. Förster ; M. Freund ; M. Wagenknecht ; D. Haake ; H. Kanisch ; U.-S. Altmann ; F. Müller
Measurement of Ground-Neutral Currents in Three Phase Transformers Using a Genetically Evolved Shaping Filter / Luciano Sánchez ; Inés Couso
A Genetic Algorithm for Feature Selection and Granularity Learning in Fuzzy Rule-Based Classification Systems for Highly Imbalanced Data-Sets / Pedro Villar ; Alberto Fernández ; Francisco Herrera
Learning of Fuzzy Rule-Based Meta-schedulers for Grid Computing with Differential Evolution / R.P. Prado ; S. García-Galán ; J.E. Muñoz Expósito ; A.J. Yuste ; S. Bruque
Author Index
Reasoning with Uncertainty
Decomposable Models
An Algorithm to Find a Perfect Map for Graphoid Structures / Marco Baioletti ; Giuseppe Busanello ; Barbara Vantaggi
8.

電子ブック
ＥＢ
8. Machine Learning and Knowledge Discovery in Databases
Calders, Floriana Esposito, Eyke Hüllermeier, Rosa Meo
出版情報: SpringerLink Books - AutoHoldings , Springer Berlin Heidelberg, 2014
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9.

電子ブック
ＥＢ
9. Machine Learning and Knowledge Discovery in Databases
Calders, Floriana Esposito, Eyke Hüllermeier, Rosa Meo
出版情報: SpringerLink Books - AutoHoldings , Springer Berlin Heidelberg, 2014
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10.

電子ブック
ＥＢ
10. Machine Learning and Knowledge Discovery in Databases
Calders, Floriana Esposito, Eyke Hüllermeier, Rosa Meo
出版情報: SpringerLink Books - AutoHoldings , Springer Berlin Heidelberg, 2014
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