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17th IPMU 2018: Cádiz, Spain - Volume 1
- 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
- José Maria Alonso
, Ciro Castiello
, Corrado Mencar
:
A Bibliometric Analysis of the Explainable Artificial Intelligence Research Field. 3-15 - Luis Magdalena
:
Do Hierarchical Fuzzy Systems Really Improve Interpretability? 16-26 - 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 - Alejandro Ramos-Soto
, Martin Pereira-Fariña:
Reinterpreting Interpretability for Fuzzy Linguistic Descriptions of Data. 40-51 - 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 - Arnaud Grivet Sébert
, Jean-Philippe Poli:
Fuzzy Rule Learning for Material Classification from Imprecise Data. 62-73 - Davide Colla
, Enrico Mensa, Daniele Paolo Radicioni
, Antonio Lieto
:
Tell Me Why: Computational Explanation of Conceptual Similarity Judgments. 74-85 - Vera Shalaeva, Sami Alkhoury, Julien Marinescu, Cécile Amblard, Gilles Bisson:
Multi-operator Decision Trees for Explainable Time-Series Classification. 86-99 - 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
- Muhammad Aminul Islam, Derek T. Anderson, Xiaoxiao Du
, Timothy C. Havens, Christian Wagner:
Efficient Binary Fuzzy Measure Representation and Choquet Integral Learning. 115-126 - Thomas A. Runkler
:
Mapping Utilities to Transitive Preferences. 127-139 - Samuel Hudec, Jana Spirková
:
Mortality Rates Smoothing Using Mixture Function. 140-150 - Marián Decký, Radko Mesiar, Andrea Stupnanová:
Aggregation Functions Based on Deviations. 151-159 - Slavka Bodjanova, Martin Kalina
:
Nullnorms and T-Operators on Bounded Lattices: Coincidence and Differences. 160-170 - Anca Dinu, Liviu P. Dinu, Laura Franzoi
, Andrea Sgarro
:
Steinhaus Transforms of Fuzzy String Distances in Computational Linguistics. 171-182 - Guillaume Petiot:
Merging Information Using Uncertain Gates: An Application to Educational Indicators. 183-194 - José Guerrero, Juan-José Miñana
, Óscar Valero
:
On the Use of Fuzzy Preorders in Multi-robot Task Allocation Problem. 195-206 - Tomasa Calvo Sánchez
, Pilar Fuster-Parra
, Óscar Valero
:
On the Problem of Aggregation of Partial T-Indistinguishability Operators. 207-218 - Jana Borzová
, Lenka Halcinová
, Jaroslav Supina:
Size-Based Super Level Measures on Discrete Space. 219-230 - Juan-José Miñana
, Óscar Valero
:
What Is the Aggregation of a Partial Metric and a Quasi-metric? 231-243 - Anna Kolesárová, Radko Mesiar, Susanne Saminger-Platz:
Generalized Farlie-Gumbel-Morgenstern Copulas. 244-252 - Quentin Brabant, Miguel Couceiro
, Didier Dubois, Henri Prade, Agnès Rico:
Extracting Decision Rules from Qualitative Data via Sugeno Utility Functionals. 253-265 - Cédric Marco-Detchart
, Carlos Lopez-Molina
, Javier Fernández
, Miguel Pagola
, Humberto Bustince:
Image Feature Extraction Using OD-Monotone Functions. 266-277 - Robin De Mol, Guy De Tré
:
Applying Suitability Distributions in a Geological Context. 278-288 - Ursula Torres-Parejo
, Jesús R. Campaña
, María Amparo Vila Miranda
, Miguel Delgado
:
Metrics for Tag Cloud Evaluation. 289-296 - Nicolas Sutton-Charani
, Abdelhak Imoussaten
, Sébastien Harispe, Jacky Montmain
:
Evidential Bagging: Combining Heterogeneous Classifiers in the Belief Functions Framework. 297-309 - Gül Deniz Çayli
:
Uninorms That Are Neither Conjunctive Nor Disjunctive on Bounded Lattices. 310-318 - Emel Asici:
On the Migrativity Property for Uninorms and Nullnorms. 319-328 - 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 - 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
- Rosario Delgado
, Xavier-Andoni Tibau
:
Measuring Features Strength in Probabilistic Classification. 357-369 - 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 - Asma Trabelsi, Zied Elouedi, Eric Lefevre
:
Ensemble Enhanced Evidential k-NN Classifier Through Rough Set Reducts. 383-394 - Raoua Abdelkhalek, Imen Boukhris, Zied Elouedi:
Towards a Hybrid User and Item-Based Collaborative Filtering Under the Belief Function Theory. 395-406 - Fatma Ezzahra Bousnina, Mouna Chebbah, Mohamed Anis Bach Tobji
, Allel Hadjali, Boutheina Ben Yaghlane:
Evidential Top-k Queries Evaluation: Algorithms and Experiments. 407-417 - Manel Chehibi, Mouna Chebbah, Arnaud Martin:
Independence of Sources in Social Networks. 418-428
Current Techniques to Model, Process and Describe Time Series
- Christian Bock:
Forecasting Energy Demand by Clustering Smart Metering Time Series. 431-442 - Francisco P. Romero
, José A. Olivas
, Jesús Serrano-Guerrero
:
Linguistic Description of the Evolution of Stress Level Using Fuzzy Deformable Prototypes. 443-452 - Marcin Bartkowiak
, Katarzyna Kaczmarek-Majer, Aleksandra Rutkowska
, Olgierd Hryniewicz
:
Model Averaging Approach to Forecasting the General Level of Mortality. 453-464
Discrete Models and Computational Intelligence
- Omar A. Ibrahim, Yizhuo Du, James Keller:
Robust On-Line Streaming Clustering. 467-478 - Hugo Zapata, Graçaliz Pereira Dimuro, Javier Fernández
, Humberto Bustince:
T-Overlap Functions: A Generalization of Bivariate Overlap Functions by t-Norms. 479-489 - István Á. Harmati
, Miklós F. Hatwágner
, László T. Kóczy:
On the Existence and Uniqueness of Fixed Points of Fuzzy Cognitive Maps. 490-500 - 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 - 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 - 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
- Cristina Alcalde
, Ana Burusco
:
Study of the Relevance of Objects and Attributes of L-fuzzy Contexts Using Overlap Indexes. 537-548 - María José Benítez-Caballero
, Jesús Medina
, Eloísa Ramírez-Poussa
:
FCA Attribute Reduction in Information Systems. 549-561 - 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 - Ondrej Kridlo
, Manuel Ojeda-Aciego
:
Formal Concept Analysis and Structures Underlying Quantum Logics. 574-584 - Pablo Cordero
, Manuel Enciso
, Ángel Mora
:
Directness in Fuzzy Formal Concept Analysis. 585-595 - Francisco J. Valverde-Albacete
, Carmen Peláez-Moreno
, Inma P. Cabrera
, Pablo Cordero
, Manuel Ojeda-Aciego
:
Formal Independence Analysis. 596-608
Fuzzy Implication Functions
- Hua-Wen Liu, Michal Baczynski
:
Fuzzy Boundary Weak Implications. 611-622 - Sebastia Massanet
, Juan Vicente Riera
, Joan Torrens
:
On Linear and Quadratic Constructions of Fuzzy Implication Functions. 623-635 - Raquel Fernandez-Peralta
, Sebastia Massanet
:
On the Characterization of a Family of Generalized Yager's Implications. 636-648 - Margarita Mas, Daniel Ruiz-Aguilera, Joan Torrens:
Generalized Modus Ponens for (U, N)-implications. 649-660 - Urszula Bentkowska
, Anna Król
:
Dependencies Between Some Types of Fuzzy Equivalences. 661-672 - Michal Baczynski
, Katarzyna Mis
:
Selected Properties of Generalized Hypothetical Syllogism Including the Case of R-implications. 673-684
Fuzzy Logic and Artificial Intelligence Problems
- Imo Eyoh
, Robert I. John
, Geert De Maere
:
Interval Type-2 Intuitionistic Fuzzy Logic Systems - A Comparative Evaluation. 687-698 - 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 - Didier Dubois, Henri Prade, Agnès Rico:
Fuzzy Extensions of Conceptual Structures of Comparison. 710-722 - Carmen Torres-Blanc, Susana Cubillo
, Pablo Hernández-Varela:
New Negations on the Type-2 Membership Degrees. 723-735 - Vilém Novák:
First Steps Towards Harnessing Partial Functions in Fuzzy Type Theory. 736-748 - Noussaiba Benadjimi, Walid Hidouci, Allel Hadjali:
On Hash Bipolar Division: An Enhanced Processing of Novel and Conventional Forms of Bipolar Division. 749-761 - 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
- 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 - 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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