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18th IPMU 2020: Lisbon, Portugal - Volume 1
- Marie-Jeanne Lesot, Susana M. Vieira, Marek Z. Reformat, João Paulo Carvalho
, Anna Wilbik
Information Processing and Management of Uncertainty in Knowledge-Based Systems - 18th International Conference, IPMU 2020, Lisbon, Portugal, June 15-19, 2020, Proceedings, Part I. Communications in Computer and Information Science 1237, Springer 2020, ISBN 978-3-030-50145-7
Homage to Enrique H. Ruspini
- Francesc Esteva, Lluís Godo
On Ruspini's Models of Similarity-Based Approximate Reasoning. 3-13 - Rudolf Seising
Fuzzy Memories of Enrique Hector Ruspini (1942-2019). 14-26
Invited Talks
- Luísa Coheur
From Eliza to Siri and Beyond. 29-41 - Georgios Rizos
Average Jane, Where Art Thou? - Recent Avenues in Efficient Machine Learning Under Subjectivity Uncertainty. 42-55
Foundations and Mathematics
- Michael Beer
Why Spiking Neural Networks Are Efficient: A Theorem. 59-69 - Michael Beer
Which Distributions (or Families of Distributions) Best Represent Interval Uncertainty: Case of Permutation-Invariant Criteria. 70-79 - Marco Baioletti
A L1 Minimization Optimal Corrective Explanation Procedure for Probabilistic Databases. 80-92 - Nhung Cao
Sufficient Solvability Conditions for Systems of Partial Fuzzy Relational Equations. 93-106 - Christophe Marsala
Polar Representation of Bipolar Information: A Case Study to Compare Intuitionistic Entropies. 107-116
Decision Making, Preferences and Votes
- Thomas A. Runkler
Generalized Weak Transitivity of Preference. 119-128 - Behrooz Etesamipour
Investigation of Ranking Methods Within the Military Value of Information (VoI) Problem Domain. 129-142 - César González-Fernández, Javier Cabezas, Alberto Fernández-Isabel, Isaac Martín de Diego
Combining Multi-Agent Systems and Subjective Logic to Develop Decision Support Systems. 143-157 - Zoé Krug, Romain Guillaume
Decision Under Ignorance: A Comparison of Existing Criteria. 158-171 - Janusz Kacprzyk
Multi-agent Systems and Voting: How Similar Are Voting Procedures. 172-184
Optimization and Uncertainty
- Romain Guillaume, Adam Kasperski
Softening the Robustness of Optimization Problems: A New Budgeted Uncertainty Approach. 187-200 - Jocelyn Poncelet, Pierre-Antoine Jean, Michel Vasquez, Jacky Montmain
Hierarchical Reasoning and Knapsack Problem Modelling to Design the Ideal Assortment in Retail. 201-214 - Sicui Zhang
Towards Multi-perspective Conformance Checking with Aggregation Operations. 215-229 - Jorge Herrera-Franklin
On the Impact of Fuzzy Constraints in the Variable Size and Cost Bin Packing Problem. 230-240 - Inês C. Ferreira, Bernardo M. Firme
Artificial Bee Colony Algorithm Applied to Dynamic Flexible Job Shop Problems. 241-254
Games
- Christian G. Fermüller, Timo Lang, Alexandra Pavlova
From Truth Degree Comparison Games to Sequents-of-Relations Calculi for Gödel Logic. 257-270 - Arij Azzabi, Nahla Ben Amor
Ordinal Graph-Based Games. 271-285
Real World Applications
- Anna Wilbik
On Relevance of Linguistic Summaries - A Case Study from the Agro-Food Domain. 289-300 - Orla McHugh
Data-Driven Classifiers for Predicting Grass Growth in Northern Ireland: A Case Study. 301-312 - Karol Bot
Forecasting Electricity Consumption in Residential Buildings for Home Energy Management Systems. 313-326 - Miguel S. E. Martins
Solving Dynamic Delivery Services Using Ant Colony Optimization. 327-341 - Olga Kaminska
Acoustic Feature Selection with Fuzzy Clustering, Self Organizing Maps and Psychiatric Assessments. 342-355
Knowledge Processing and Creation
- Grégory Smits, Ronald R. Yager, Marie-Jeanne Lesot, Olivier Pivert:
Concept Membership Modeling Using a Choquet Integral. 359-372 - Eugénio Ribeiro
Using Topic Information to Improve Non-exact Keyword-Based Search for Mobile Applications. 373-386 - Caro Fuchs
A Graph Theory Approach to Fuzzy Rule Base Simplification. 387-401 - Abhinay Pandya
MaTED: Metadata-Assisted Twitter Event Detection System. 402-414 - Navid Rezaei
Image-Based World-perceiving Knowledge Graph (WpKG) with Imprecision. 415-428
Machine Learning I
- Andrea G. B. Tettamanzi
Possibilistic Estimation of Distributions to Leverage Sparse Data in Machine Learning. 431-444 - Nizar Mhadhbi, Badran Raddaoui:
Maximal Clique Based Influence Maximization in Networks. 445-456 - Weizhu Qian
A Probabilistic Approach for Discovering Daily Human Mobility Patterns with Mobile Data. 457-470 - Andrea Campagner
Feature Reduction in Superset Learning Using Rough Sets and Evidence Theory. 471-484 - Rui Jorge Almeida, Greetje Adriaans, Yuliya Shapovalova:
Graphical Causal Models and Imputing Missing Data: A Preliminary Study. 485-496
Machine Learning II
- Raisa Dzhamtyrova, Yuri Kalnishkan:
Competitive Online Quantile Regression. 499-512 - Jorge Ángel González Ordiano
On the Analysis of Illicit Supply Networks Using Variable State Resolution-Markov Chains. 513-527 - Soundouss Messoudi, Sylvain Rousseau
Deep Conformal Prediction for Robust Models. 528-540 - Marouane Essid, Myriam Bounhas, Henri Prade:
Continuous Analogical Proportions-Based Classifier. 541-555 - Niclas Ståhl
Evaluation of Uncertainty Quantification in Deep Learning. 556-568
XAI
- Direnc Pekaslan, Chao Chen
Performance and Interpretability in Fuzzy Logic Systems - Can We Have Both? 571-584 - Paulo J. G. Lisboa, Sandra Ortega-Martorell
Explaining the Neural Network: A Case Study to Model the Incidence of Cervical Cancer. 585-598
Image Processing
- Christophe Ribal, Nicolas Lermé, Sylvie Le Hégarat-Mascle
Thin Structures Segmentation Using Anisotropic Neighborhoods. 601-612 - Mohamed El Yazid Boudaren, Ali Hamache, Islam Debicha
Dempster-Shafer Parzen-Rosenblatt Hidden Markov Fields for Multichannel Image Segmentation. 613-624 - Vincent Toureau, Pedro Bibiloni
Automatic Detection of Symmetry in Dermoscopic Images Based on Shape and Texture. 625-636
Temporal Data Processing
- Shantanu Mullick
Modeling the Costs of Trade Finance During the Financial Crisis of 2008-2009: An Application of Dynamic Hierarchical Linear Model. 639-652 - Jason Rhuggenaath, Paulo Roberto de Oliveira da Costa, Yingqian Zhang
Dynamic Pricing Using Thompson Sampling with Fuzzy Events. 653-666 - Nuno M. Rodrigues
Electrical Power Grid Frequency Estimation with Fuzzy Boolean Nets. 667-679 - Gerhard Klassen
Fuzzy Clustering Stability Evaluation of Time Series. 680-692
Text Analysis and Processing
- Marco Felgueiras, Fernando Batista
Creating Classification Models from Textual Descriptions of Companies Using Crunchbase. 695-707 - Ricardo Rei, Nuno Miguel Guerreiro, Fernando Batista
Automatic Truecasing of Video Subtitles Using BERT: A Multilingual Adaptable Approach. 708-721 - Yan Zhang
Feature Extraction with TF-IDF and Game-Theoretic Shadowed Sets. 722-733 - Pedro Fialho
To BERT or Not to BERT Dealing with Possible BERT Failures in an Entailment Task. 734-747
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