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18th IPMU 2020: Lisbon, Portugal - Volume 3
- 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 III. Communications in Computer and Information Science 1239, Springer 2020, ISBN 978-3-030-50152-5
Soft Methods in Statistics and Data Analysis
- Maciej Romaniuk
Imprecise Approaches to Analysis of Insurance Portfolio with Catastrophe Bond. 3-16 - Laura Franzoi
Random Steinhaus Distances for Robust Syntax-Based Classification of Partially Inconsistent Linguistic Data. 17-26 - Corrado Mencar
Possibilistic Bounds for Granular Counting. 27-40 - Leandro Maciel
A Fuzzy Model for Interval-Valued Time Series Modeling and Application in Exchange Rate Forecasting. 41-53 - Daniel Vélez
A Method to Generate Soft Reference Data for Topic Identification. 54-67 - Gionatan Gallo, Vincenzo Ferrari
SK-MOEFS: A Library in Python for Designing Accurate and Explainable Fuzzy Models. 68-81 - Przemyslaw Grzegorzewski
Two-Sample Dispersion Problem for Fuzzy Data. 82-96
Image Understanding and Explainable AI
- Antoine Richard
Transparency of Classification Systems for Clinical Decision Support. 99-113 - Bryce J. Murray, Derek T. Anderson, Timothy C. Havens, Timothy Wilkin, Anna Wilbik
Information Fusion-2-Text: Explainable Aggregation via Linguistic Protoforms. 114-127
Fuzzy and Generalized Quantifier Theory
- Stefania Boffa, Petra Murinová, Vilém Novák:
Graded Decagon of Opposition with Fuzzy Quantifier-Based Concept-Forming Operators. 131-144 - Petra Murinová, Vilém Novák:
Graded Cube of Opposition with Intermediate Quantifiers in Fuzzy Natural Logic. 145-158 - Vilém Novák, Petra Murinová, Stefania Boffa:
On the Properties of Intermediate Quantifiers and the Quantifier "MORE-THAN". 159-172 - Antonín Dvorák
On Semantic Properties of Fuzzy Quantifiers over Fuzzy Universes: Restriction and Living on. 173-186
Mathematical Methods Towards Dealing with Uncertainty in Applied Sciences
- Jirí Mockor:
On the Relationship Among Relational Categories of Fuzzy Topological Structures. 189-197 - Vinícius F. Wasques, Beatriz Laiate, Francielle Santo Pedro, Estevão Esmi
Interactive Fuzzy Fractional Differential Equation: Application on HIV Dynamics. 198-211 - Beatriz Laiate
HIV Dynamics Under Antiretroviral Treatment with Interactivity. 212-225 - Anand Pratap Singh
On Categories of L-Fuzzifying Approximation Spaces, L-Fuzzifying Pretopological Spaces and L-Fuzzifying Closure Spaces. 226-239 - Anand Pratap Singh
Measure of Lattice-Valued Direct F-transforms and Its Topological Interpretations. 240-253 - Linh Nguyen
Gold Price: Trend-Cycle Analysis Using Fuzzy Techniques. 254-266 - Jiri Kupka, Nicole Skorupová:
On PSO-Based Approximation of Zadeh's Extension Principle. 267-280 - Inese Bula:
On Uncertain Discontinuous Functions and Quasi-equilibrium in Some Economic Models. 281-294 - Hana Zámecníková, Irina Perfilieva
Nonlocal Laplace Operator in a Space with the Fuzzy Partition. 295-303 - Jian-Dong Huang
A Comparison of Explanatory Measures in Abductive Inference. 304-317 - Michal Holcapek
On Integral Transforms for Residuated Lattice-Valued Functions. 318-331 - Svetlana V. Asmuss
Optimal Control Under Fuzzy Conditions for Dynamical Systems Associated with the Second Order Linear Differential Equations. 332-343
Statistical Image Processing and Analysis, with Applications in Neuroimaging
- Rajarshi Guhaniyogi:
High Dimensional Bayesian Regularization in Regressions Involving Symmetric Tensors. 347-357 - John Muschelli:
A Publicly Available, High Resolution, Unbiased CT Brain Template. 358-366 - Davneet S. Minhas
Statistical Methods for Processing Neuroimaging Data from Two Different Sites with a Down Syndrome Population Application. 367-379 - John Kornak, Ross Boylan, Karl Young, Amy Wolf, Yann Cobigo, Howard H. Rosen:
Bayesian Image Analysis in Fourier Space Using Data-Driven Priors (DD-BIFS). 380-390 - Aaron Wolfe Scheffler
Covariate-Adjusted Hybrid Principal Components Analysis. 391-404
Interval Uncertainty
- Chenyi Hu
On Statistics, Probability, and Entropy of Interval-Valued Datasets. 407-421 - Chenyi Hu
A Computational Study on the Entropy of Interval-Valued Datasets from the Stock Market. 422-435 - Worrawate Leela-apiradee
Tolerance and Control Solutions of Two-Sided Interval Linear System and Their Applications. 436-448 - Krushna Shinde
Dealing with Inconsistent Measurements in Inverse Problems: An Approach Based on Sets and Intervals. 449-462 - José Antonio Sanz
Enhancing the Efficiency of the Interval-Valued Fuzzy Rule-Based Classifier with Tuning and Rule Selection. 463-478 - Tom Portoleau, Christian Artigues, Romain Guillaume
Robust Predictive-Reactive Scheduling: An Information-Based Decision Tree Model. 479-492 - Pedro Huidobro, Pedro Alonso
Orders Preserving Convexity Under Intersections for Interval-Valued Fuzzy Sets. 493-505
Discrete Models and Computational Intelligence
- István Á. Harmati
Improvements on the Convergence and Stability of Fuzzy Grey Cognitive Maps. 509-523 - María Barroso
Group Definition Based on Flow in Community Detection. 524-538 - Margarita Knyazeva
Fuzzy Temporal Graphs and Sequence Modelling in Scheduling Problem. 539-550
Current Techniques to Model, Process and Describe Time Series
- David Romain Djoumbissie, Philippe Langlais:
Predicting S&P500 Monthly Direction with Informed Machine Learning. 553-566 - Soheyla Mirshahi, Vilém Novák:
A Fuzzy Approach for Similarity Measurement in Time Series, Case Study for Stocks. 567-577 - Nicolas Wagner
Fuzzy k-NN Based Classifiers for Time Series with Soft Labels. 578-589
Mathematical Fuzzy Logic and Graded Reasoning Models
- Guillaume Petiot:
Converting Possibilistic Networks by Using Uncertain Gates. 593-606 - Paolo Baldi
Depth-Bounded Approximations of Probability. 607-621 - Marco Abbadini
Unification in Łukasiewicz Logic with a Finite Number of Variables. 622-633 - Umberto Rivieccio
Two Dualities for Weakly Pseudo-complemented quasi-Kleene Algebras. 634-653 - Lluís Godo
On the Logic of Left-Continuous t-Norms and Right-Continuous t-Conorms. 654-665 - Stefano Aguzzoli, Brunella Gerla
Automorphism Groups of Finite BL-Algebras. 666-679 - Martina Danková, Libor Behounek:
Fuzzy Neighborhood Semantics for Multi-agent Probabilistic Reasoning in Games. 680-693
Formal Concept Analysis, Rough Sets, General Operators and Related Topics
- Didier Dubois, Henri Prade:
Towards a Logic-Based View of Some Approaches to Classification Tasks. 697-711 - Alexander P. Sostak, Ingrida Uljane
Fuzzy Relational Mathematical Morphology: Erosion and Dilation. 712-725 - Ondrej Krídlo
Isotone L-Fuzzy Formal Concept Analysis and L-Valued Fuzzy Measures and Integrals. 726-735 - Inma P. Cabrera, Pablo Cordero, Emilio Muñoz-Velasco, Manuel Ojeda-Aciego:
Galois Connections Between Unbalanced Structures in a Fuzzy Framework. 736-747 - Roberto G. Aragón
Impact of Local Congruences in Attribute Reduction. 748-758 - María José Benítez-Caballero
Towards a Classification of Rough Set Bireducts. 759-770
Computational Intelligence Methods in Information Modelling, Representation and Processing
- Paolo Gabriel Cachi
Fast Convergence of Competitive Spiking Neural Networks with Sample-Based Weight Initialization. 773-786 - Agnieszka Duraj
Intelligent Detection of Information Outliers Using Linguistic Summaries with Non-monotonic Quantifiers. 787-799 - Lukasz Sosnowski
Network of Fuzzy Comparators for Ovulation Window Prediction. 800-813 - Marcelo Loor
Contextualizing Naive Bayes Predictions. 814-827
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