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ORCID19th IPMU 2022: Milan, Italy - Volume 2
- Davide Ciucci
, Inés Couso, Jesús Medina, Dominik Slezak, Davide Petturiti, Bernadette Bouchon-Meunier, Ronald R. Yager:
Information Processing and Management of Uncertainty in Knowledge-Based Systems - 19th International Conference, IPMU 2022, Milan, Italy, July 11-15, 2022, Proceedings, Part II. Communications in Computer and Information Science 1602, Springer 2022, ISBN 978-3-031-08973-2
Data Science and Machine Learning
- Andrzej Bedychaj, Przemyslaw Spurek, Aleksandra Nowak, Jacek Tabor:
Nonlinear Weighted Independent Component Analysis. 3-16 - Hannah Blocher, Georg Schollmeyer, Christoph Jansen:
Statistical Models for Partial Orders Based on Data Depth and Formal Concept Analysis. 17-30 - Mohith Rajesh, Chinmay Kulkarni, Shylaja S. Sharath:
BEUD: Bifold-Encoder Uni-Decoder Based Network for Anomaly Detection. 31-43 - Marek Grzegorowski, Andrzej Janusz, Stanislaw Lazewski, Maciej Swiechowski, Monika Jankowska:
Prescriptive Analytics for Optimization of FMCG Delivery Plans. 44-53 - Fanny Pagnier, Frédéric Pourraz, Didier Coquin, Hervé Verjus, Gilles Mauris:
A Multilevel Clustering Method for Risky Areas in the Context of Avalanche Danger Management. 54-68 - Artur Simões, João Paulo Carvalho:
Fast Text Based Classification of News Snippets for Telecom Assurance. 69-81
Decision Making Modeling and Applications
- J. Tinguaro Rodríguez, Camilo A. Franco, Javier Montero:
Reciprocal Preference-Aversion Structures. 85-98 - Luis G. Crespo, Tony C. Slaba, Floriane A. Poignant, Sean P. Kenny:
Calibration of Radiation-Induced Cancer Risk Models According to Random Data. 99-114 - Shengkun Xie, Jin Zhang:
A Novel Variable Selection Approach Based on Multi-criteria Decision Analysis. 115-127 - Swati Sachan:
Fintech Lending Decisions: An Interpretable Knowledge-Base System for Retail and Commercial Loans. 128-140 - Esra Çakir, Mehmet Ali Tas, Emre Demircioglu:
Intuitionistic Fuzzy Selected Element Reduction Approach (IF-SERA) on Service Quality Evaluation of Digital Suppliers. 141-150 - Juan Antonio Guevara, Daniel Gómez, Javier Castro, Inmaculada Gutiérrez, José Manuel Robles:
A New Approach to Polarization Modeling Using Markov Chains. 151-162 - Juan Miguel Sánchez-Lozano, Manuel Fernández-Martínez, Marcelino Cabrera-Cuevas, David A. Pelta:
Intervals and Possibility Degree Formulae for Usage Prioritization of Cartagena Coastal Military Batteries. 163-172 - Silvia Prieto-Herráez, Rocío de Andrés Calle:
Stability of Preferences over Time: Preferences on COVID-19 Vaccine from Spanish and French People. 173-184 - Jacky Montmain, Abdelhak Imoussaten, Sébastien Harispe, Pierre-Antoine Jean:
On the Notion of Influence in Sensory Analysis. 185-196 - Paul Alain Kaldjob Kaldjob, Brice Mayag, Denis Bouyssou:
Study of the Instability of the Sign of the Nonadditivity Index in a Choquet Integral Model. 197-209 - Brice Mayag, Bertrand Tchantcho:
The d-Interaction Index in MCDA. 210-220
E-Health
- Ofir Hanoch, Nalan Bastürk, Rui Jorge Almeida, Tesfa Dejenie Habtewold:
Analysis of Graphical Causal Models with Discretized Data. 223-234 - Danilo Ferreira de Carvalho, Uzay Kaymak, Pieter Van Gorp, Natal A. W. van Riel:
Population and Individual Level Meal Response Patterns in Continuous Glucose Data. 235-247 - Jasper Arendsen, Emil Rijcken, Kalliopi Zervanou, Kim Rietjens, Femke Vlems, Uzay Kaymak:
Analyzing Patient Feedback Data with Topic Modeling. 248-258 - Arnau Mir-Fuentes, Arnau Mir, Felipe Antunes-Santos, F. Javier Fernandez, Carlos Lopez-Molina:
A Framework for Active Contour Initialization with Application to Liver Segmentation in MRI. 259-271
Fuzzy Methods in Data Mining and Knowledge Discovery
- Jose Angel Diaz-Garcia, Carlos Fernandez-Basso, Karel Gutiérrez-Batista, M. Dolores Ruiz, María J. Martín-Bautista:
Improving Text Clustering Using a New Technique for Selecting Trustworthy Content in Social Networks. 275-287 - Mehran Amini, Miklós F. Hatwágner, László T. Kóczy:
Fuzzy System-Based Solutions for Traffic Control in Freeway Networks Toward Sustainable Improvement. 288-305 - Andrea Morales-Garzón, Juan Gómez-Romero, María J. Martín-Bautista:
Contextual Sentence Embeddings for Obtaining Food Recipe Versions. 306-316 - Jose Angel Diaz-Garcia, Carlos Fernandez-Basso, Jesica Gómez-Sánchez, Karel Gutiérrez-Batista, M. Dolores Ruiz, María J. Martín-Bautista:
A Fuzzy-Based Approach for Cyberbullying Analysis. 317-328 - Patricia Córdoba-Hidalgo, Nicolás Marín, Daniel Sánchez:
Flexible Division Queries Based on RL-Instances. 329-340
Soft Computing and Artificial Intelligence Techniques in Image Processing
- Petr Hurtík, Vojtech Molek, Hana Zámecníková:
Image Segmentation Losses with Modules Expressing a Relationship Between Predictions. 343-354 - Javier Fumanal-Idocin, Zdenko Takác, L'ubomíra Horanská, Humberto Bustince, Oscar Cordón:
Fuzzy Clustering to Encode Contextual Information in Artistic Image Classification. 355-366 - Pablo A. Flores-Vidal, Daniel Gómez, Javier Castro, Javier Montero:
New Aggregation Strategies in Color Edge Detection with HSV Images. 367-378 - Salem Benferhat, Zied Bouraoui, Truong-Thanh Ma, Karim Tabia:
Representing Vietnamese Traditional Dances and Handling Inconsistent Information. 379-393 - Hana Zámecníková, Irina Perfilieva:
Laplace Operator in Connection to Underlying Space Structure. 394-404 - Jirí Janecek, Irina Perfilieva:
Noise Reduction as an Inverse Problem in F-Transform Modelling. 405-417 - Irina Perfilieva, David Adamczyk:
Selection of Keypoints in 2D Images Using F-Transform. 418-430 - Jan Hula, David Mojzísek, David Adamczyk:
3D Shapes Classification Using Intermediate Parts Representation. 431-442 - Felipe Antunes-Santos, Carlos Lopez-Molina, Arnau Mir-Fuentes, Maite Mendioroz, Bernard De Baets:
Content-Aware Image Smoothing Based on Fuzzy Clustering. 443-454
Soft Methods in Statistics and Data Analysis
- Antonio Calcagnì, Luigi Lombardi:
A Probabilistic Tree Model to Analyze Fuzzy Rating Data. 457-468 - Ramón Christen, Luca Mazzola, Alexander Denzler, Edy Portmann:
Distance Metrics for Evaluating the Use of Exogenous Data in Load Forecasting. 469-482 - Raúl Pérez-Fernández, Juan Baz:
On the Role of the Considered Measure in a Quantile-Based Graded Version of Stochastic Dominance. 483-493 - Przemyslaw Grzegorzewski, Maciej Romaniuk:
Bootstrapped Kolmogorov-Smirnov Test for Epistemic Fuzzy Data. 494-507 - Corrado Mencar, Didier Dubois:
Connections Between Granular Counts and Twofold Fuzzy Sets. 508-519 - Przemyslaw Grzegorzewski:
Testing Independence with Fuzzy Data. 520-531 - Aziz Omar, Timo von Oertzen, Thomas Augustin:
Learning from Categorical Data Subject to Non-random Misclassification and Non-response Under Prior Quasi-Near-Ignorance Using an Imprecise Dirichlet Model. 532-544
Uncertainty, Heterogeneity, Reliability and Explainability in AI
- Pietro Portolani, Alessandro Brusaferri, Andrea Ballarino, Matteo Matteucci:
Uncertainty in Predictive Process Monitoring. 547-559 - Gabriele Gianini, Jianyi Lin, Corrado Mio, Ernesto Damiani:
Set-Based Counterfactuals in Partial Classification. 560-571 - Guy De Tré, Milan Peelman, Jozo Dujmovic:
Logic Operators and Sibling Aggregators for Z-grades. 572-583 - Tommaso Flaminio, Angelo Gilio, Lluís Godo, Giuseppe Sanfilippo:
Canonical Extensions of Conditional Probabilities and Compound Conditionals. 584-597 - Sara Kebir, Karim Tabia:
Classifier Probability Calibration Through Uncertain Information Revision. 598-611 - Fares Grina, Zied Elouedi, Eric Lefevre:
Evidential Hybrid Re-sampling for Multi-class Imbalanced Data. 612-623 - Amel Hidouri, Saïd Jabbour, Badran Raddaoui, Mouna Chebbah, Boutheina Ben Yaghlane:
A Parallel Declarative Framework for Mining High Utility Itemsets. 624-637 - Hakim Radja, Yassine Djouadi, Karim Tabia:
Towards an FCA-Based Approach for Explaining Multi-label Classification. 638-651 - Sihem Belabbes, Salem Benferhat:
Characterizing the Possibilistic Repair for Inconsistent Partially Ordered Assertions. 652-666 - Serena Doria:
Coherent Upper Conditional Previsions with Respect to Outer Hausdorff Measures and the Mathematical Representation of the Selective Attention. 667-680 - Petra Kralj Novak, Teresa Scantamburlo, Andraz Pelicon, Matteo Cinelli, Igor Mozetic, Fabiana Zollo:
Handling Disagreement in Hate Speech Modelling. 681-695 - Petr Dvorácek, Petr Hurtík:
What Is the Cost of Privacy? 696-706 - Adulam Jeyasothy, Thibault Laugel, Marie-Jeanne Lesot, Christophe Marsala, Marcin Detyniecki:
Integrating Prior Knowledge in Post-hoc Explanations. 707-719 - Grégory Smits, Marie-Jeanne Lesot, Véronne Yepmo Tchaghe, Olivier Pivert:
PANDA: Human-in-the-Loop Anomaly Detection and Explanation. 720-732
Weak and Cautious Supervised Learning
- Siwar Jendoubi, Aurélien Baelde:
SSFuzzyART: A Semi-Supervised Fuzzy ART Through Seeding Initialization. 735-747 - Luciano Sánchez, Nahuel Costa, David Anseán, Inés Couso:
Informed Weak Supervision for Battery Deterioration Level Labeling. 748-760 - Andrea Campagner, Davide Ciucci:
Rough-set Based Genetic Algorithms for Weakly Supervised Feature Selection. 761-773 - Abdelhak Imoussaten:
Choosing the Decision Hyper-parameter for Some Cautious Classifiers. 774-787
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