dblp: Information Processing and Management of Uncertainty 2018 (original) (raw)

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17th IPMU 2018: Cádiz, Spain - Volume 1

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  • Advances on Explainable Artificial Intelligence
  • Aggregation Operators, Fuzzy Metrics and Applications
  • Belief Function Theory and Its Applications
  • Current Techniques to Model, Process and Describe Time Series
  • Discrete Models and Computational Intelligence
  • Formal Concept Analysis and Uncertainty
  • Fuzzy Implication Functions
  • Fuzzy Logic and Artificial Intelligence Problems
  • Fuzzy Mathematical Analysis and Applications

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    Jesús Medina, Manuel Ojeda-Aciego, José Luis Verdegay Galdeano, David A. Pelta, Inma P. Cabrera, Bernadette Bouchon-Meunier, Ronald R. Yager:
    Information Processing and Management of Uncertainty in Knowledge-Based Systems. Theory and Foundations - 17th International Conference, IPMU 2018, Cádiz, Spain, June 11-15, 2018, Proceedings, Part I. Communications in Computer and Information Science 853, Springer 2018, ISBN 978-3-319-91472-5

Advances on Explainable Artificial Intelligence

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    José Maria Alonso, Ciro Castiello, Corrado Mencar:
    A Bibliometric Analysis of the Explainable Artificial Intelligence Research Field. 3-15
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    Luis Magdalena:
    Do Hierarchical Fuzzy Systems Really Improve Interpretability? 16-26
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    Clemente Rubio-Manzano, Tomás Lermanda Senoceaín, Christian Vidal-Castro, Alejandra Andrea Segura Navarrete, Claudia Martinez-Araneda:
    Human Players Versus Computer Games Bots: A Turing Test Based on Linguistic Description of Complex Phenomena and Restricted Equivalence Functions. 27-39
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    Alejandro Ramos-Soto, Martin Pereira-Fariña:
    Reinterpreting Interpretability for Fuzzy Linguistic Descriptions of Data. 40-51
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    J. R. Sanchez, Manuel I. Capel, Celina Jiménez, Gonzalo Rodriguez-Fraile, Maria del Carmen Pegalajar:
    Personality Determination of an Individual Through Neural Networks. 52-61
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    Arnaud Grivet Sébert, Jean-Philippe Poli:
    Fuzzy Rule Learning for Material Classification from Imprecise Data. 62-73
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  Davide Colla, Enrico Mensa, Daniele Paolo Radicioni, Antonio Lieto:
  Tell Me Why: Computational Explanation of Conceptual Similarity Judgments. 74-85
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    Vera Shalaeva, Sami Alkhoury, Julien Marinescu, Cécile Amblard, Gilles Bisson:
    Multi-operator Decision Trees for Explainable Time-Series Classification. 86-99
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    Thibault Laugel, Marie-Jeanne Lesot, Christophe Marsala, Xavier Renard, Marcin Detyniecki:
    Comparison-Based Inverse Classification for Interpretability in Machine Learning. 100-111

Aggregation Operators, Fuzzy Metrics and Applications

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    Muhammad Aminul Islam, Derek T. Anderson, Xiaoxiao Du, Timothy C. Havens, Christian Wagner:
    Efficient Binary Fuzzy Measure Representation and Choquet Integral Learning. 115-126
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    Thomas A. Runkler:
    Mapping Utilities to Transitive Preferences. 127-139
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    Samuel Hudec, Jana Spirková:
    Mortality Rates Smoothing Using Mixture Function. 140-150
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    Marián Decký, Radko Mesiar, Andrea Stupnanová:
    Aggregation Functions Based on Deviations. 151-159
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    Slavka Bodjanova, Martin Kalina:
    Nullnorms and T-Operators on Bounded Lattices: Coincidence and Differences. 160-170
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    Anca Dinu, Liviu P. Dinu, Laura Franzoi, Andrea Sgarro:
    Steinhaus Transforms of Fuzzy String Distances in Computational Linguistics. 171-182
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    Guillaume Petiot:
    Merging Information Using Uncertain Gates: An Application to Educational Indicators. 183-194
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    José Guerrero, Juan-José Miñana, Óscar Valero:
    On the Use of Fuzzy Preorders in Multi-robot Task Allocation Problem. 195-206
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    Tomasa Calvo Sánchez, Pilar Fuster-Parra, Óscar Valero:
    On the Problem of Aggregation of Partial T-Indistinguishability Operators. 207-218
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    Jana Borzová, Lenka Halcinová, Jaroslav Supina:
    Size-Based Super Level Measures on Discrete Space. 219-230
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    Juan-José Miñana, Óscar Valero:
    What Is the Aggregation of a Partial Metric and a Quasi-metric? 231-243
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    Anna Kolesárová, Radko Mesiar, Susanne Saminger-Platz:
    Generalized Farlie-Gumbel-Morgenstern Copulas. 244-252
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    Quentin Brabant, Miguel Couceiro, Didier Dubois, Henri Prade, Agnès Rico:
    Extracting Decision Rules from Qualitative Data via Sugeno Utility Functionals. 253-265
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    Cédric Marco-Detchart, Carlos Lopez-Molina, Javier Fernández, Miguel Pagola, Humberto Bustince:
    Image Feature Extraction Using OD-Monotone Functions. 266-277
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    Robin De Mol, Guy De Tré:
    Applying Suitability Distributions in a Geological Context. 278-288
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    Ursula Torres-Parejo, Jesús R. Campaña, María Amparo Vila Miranda, Miguel Delgado:
    Metrics for Tag Cloud Evaluation. 289-296
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    Nicolas Sutton-Charani, Abdelhak Imoussaten, Sébastien Harispe, Jacky Montmain:
    Evidential Bagging: Combining Heterogeneous Classifiers in the Belief Functions Framework. 297-309
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    Gül Deniz Çayli:
    Uninorms That Are Neither Conjunctive Nor Disjunctive on Bounded Lattices. 310-318
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    Emel Asici:
    On the Migrativity Property for Uninorms and Nullnorms. 319-328
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    Utkarsh Agrawal, Anthony J. Pinar, Christian Wagner, Timothy C. Havens, Daniele Soria, Jonathan M. Garibaldi:
    Comparison of Fuzzy Integral-Fuzzy Measure Based Ensemble Algorithms with the State-of-the-Art Ensemble Algorithms. 329-341
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    Gabriella Pasi, Marco Viviani:
    Application of Aggregation Operators to Assess the Credibility of User-Generated Content in Social Media. 342-353

Belief Function Theory and Its Applications

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    Rosario Delgado, Xavier-Andoni Tibau:
    Measuring Features Strength in Probabilistic Classification. 357-369
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    Safa Ben Ayed, Zied Elouedi, Eric Lefevre:
    DETD: Dynamic Policy for Case Base Maintenance Based on EK-NNclus Algorithm and Case Types Detection. 370-382
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    Asma Trabelsi, Zied Elouedi, Eric Lefevre:
    Ensemble Enhanced Evidential k-NN Classifier Through Rough Set Reducts. 383-394
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    Raoua Abdelkhalek, Imen Boukhris, Zied Elouedi:
    Towards a Hybrid User and Item-Based Collaborative Filtering Under the Belief Function Theory. 395-406
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    Fatma Ezzahra Bousnina, Mouna Chebbah, Mohamed Anis Bach Tobji, Allel Hadjali, Boutheina Ben Yaghlane:
    Evidential Top-k Queries Evaluation: Algorithms and Experiments. 407-417
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    Manel Chehibi, Mouna Chebbah, Arnaud Martin:
    Independence of Sources in Social Networks. 418-428

Current Techniques to Model, Process and Describe Time Series

Discrete Models and Computational Intelligence

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    Omar A. Ibrahim, Yizhuo Du, James Keller:
    Robust On-Line Streaming Clustering. 467-478
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    Hugo Zapata, Graçaliz Pereira Dimuro, Javier Fernández, Humberto Bustince:
    T-Overlap Functions: A Generalization of Bivariate Overlap Functions by t-Norms. 479-489
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    István Á. Harmati, Miklós F. Hatwágner, László T. Kóczy:
    On the Existence and Uniqueness of Fixed Points of Fuzzy Cognitive Maps. 490-500
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    Alexander V. Bozhenyuk, Stanislav L. Belyakov, Margarita Knyazeva, Igor N. Rozenberg:
    Searching Method of Fuzzy Internally Stable Set as Fuzzy Temporal Graph Invariant. 501-510
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    Rita N. Amro, Saransh Dhama, Muhanna A. Muhanna, László T. Kóczy:
    Prioritisation of Nielsen's Usability Heuristics for User Interface Design Using Fuzzy Cognitive Maps. 511-522
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    Boldizsár Tüü-Szabó, Péter Földesi, László T. Kóczy:
    Discrete Bacterial Memetic Evolutionary Algorithm for the Time Dependent Traveling Salesman Problem. 523-533

Formal Concept Analysis and Uncertainty

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    Cristina Alcalde, Ana Burusco:
    Study of the Relevance of Objects and Attributes of L-fuzzy Contexts Using Overlap Indexes. 537-548
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    María José Benítez-Caballero, Jesús Medina, Eloísa Ramírez-Poussa:
    FCA Attribute Reduction in Information Systems. 549-561
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    Pascale Montreer, Stefan Janaqi, Stéphane Cariou, Mathilde Chaignaud, Isabelle Betremieux, Philippe Ricoux, Frédéric Picard, Sabine Sirol, Budagwa Assumani, Jean-Louis Fanlo:
    Reliability Improvement of Odour Detection Thresholds Bibliographic Data. 562-573
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    Ondrej Kridlo, Manuel Ojeda-Aciego:
    Formal Concept Analysis and Structures Underlying Quantum Logics. 574-584
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    Pablo Cordero, Manuel Enciso, Ángel Mora:
    Directness in Fuzzy Formal Concept Analysis. 585-595
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    Francisco J. Valverde-Albacete, Carmen Peláez-Moreno, Inma P. Cabrera, Pablo Cordero, Manuel Ojeda-Aciego:
    Formal Independence Analysis. 596-608

Fuzzy Implication Functions

Fuzzy Logic and Artificial Intelligence Problems

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    Imo Eyoh, Robert I. John, Geert De Maere:
    Interval Type-2 Intuitionistic Fuzzy Logic Systems - A Comparative Evaluation. 687-698
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    Maria del Carmen Pegalajar, Manuel Sánchez-Marañón, Luis G. Baca Ruíz, Luis Mansilla, Miguel Delgado:
    Artificial Neural Networks and Fuzzy Logic for Specifying the Color of an Image Using Munsell Soil-Color Charts. 699-709
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    Didier Dubois, Henri Prade, Agnès Rico:
    Fuzzy Extensions of Conceptual Structures of Comparison. 710-722
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    Carmen Torres-Blanc, Susana Cubillo, Pablo Hernández-Varela:
    New Negations on the Type-2 Membership Degrees. 723-735
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    Vilém Novák:
    First Steps Towards Harnessing Partial Functions in Fuzzy Type Theory. 736-748
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    Noussaiba Benadjimi, Walid Hidouci, Allel Hadjali:
    On Hash Bipolar Division: An Enhanced Processing of Novel and Conventional Forms of Bipolar Division. 749-761
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    Daniel Machanje, Joseph Onderi Orero, Christophe Marsala:
    A 2D-Approach Towards the Detection of Distress Using Fuzzy K-Nearest Neighbor. 762-773

Fuzzy Mathematical Analysis and Applications

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    Antonio Carlos de Souza Sampaio Filho, Marley M. B. R. Vellasco, Ricardo Tanscheit:
    Modified Methods of Capital Budgeting Under Uncertainties: An Approach Based on Fuzzy Numbers and Interval Arithmetic. 777-789
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    Camilo Alejandro Bustos-Tellez, Jhoan Sebastian Tenjo-García, Juan Carlos Figueroa-García:
    Solving Job-Shop Scheduling Problems with Fuzzy Processing Times and Fuzzy Due Dates. 790-799

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