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NAFIPS 2021: Virtual Event / West Lafayette, IN, USA
- Julia Rayz, Victor Raskin, Scott Dick, Vladik Kreinovich:
Explainable AI and Other Applications of Fuzzy Techniques - Proceedings of the 2021 Annual Conference of the North American Fuzzy Information Processing Society, NAFIPS 2021, Virtual Event / West Lafayette, IN, USA, June 7-9, 2021. Lecture Notes in Networks and Systems 258, Springer 2022, ISBN 978-3-030-82098-5 - Andrew Barth
, Kelly Cohen
A Fuzzy Logic Approach for Spacecraft Landing Site Selection. 1-13 - Barnabás Bede, Aeon Williams:
Takagi-Sugeno Fuzzy Systems with Triangular Membership Functions as Interpretable Neural Networks. 14-25 - Flaulles Boone Bergamaschi, Regivan Hugo Nunes Santiago:
A Study on Constrained Interval Arithmetic. 26-36 - Geetanjali Bihani, Julia Taylor Rayz:
Fuzzy Classification of Multi-intent Utterances. 37-51 - Laxman Bokati
How Much for a Set: General Case of Decision Making Under Set-Valued Uncertainty. 52-61 - Joseph Cohen
A Deep Fuzzy Semi-supervised Approach to Clustering and Fault Diagnosis of Partially Labeled Semiconductor Manufacturing Data. 62-73 - Kelly Cohen
Why Fuzzy Techniques in Explainable AI? Which Fuzzy Techniques in Explainable AI? 74-78 - Gustavo do Nascimento Costa, Laécio Carvalho de Barros:
Why Are Fuzzy and Stochastic Calculus Different? 79-91 - Nicholas DeGroote, Kelly Cohen
A Genetic Fuzzy Approach for the Prediction of Heart Failure. 92-100 - Jozo Dujmovic, Daniel Tomasevich:
COVID-19 Vaccination Priority Evaluation. 101-115 - Kyle Dunlap, Kelly Cohen
Comparing the Explainability and Performance of Reinforcement Learning and Genetic Fuzzy Systems for Safe Satellite Docking. 116-129 - Juan Carlos Figueroa-García, Carlos Franco, Jhoan Sebastian Tenjo-García:
A Note on the KM Algorithm for Computing the Variance of an Interval Type-2 Fuzzy Set. 130-140 - Camilo Franco, Daniela Cadavid:
Estimating Fuzzy Possibility Functions for E-Commerce Decision Support. 141-153 - Michael J. Hirsch, James A. Crowder:
Machine Learning to Augment the Fusion Process for Data Classification. 154-165 - Chenyi Hu
Managing Uncertainty in Crowdsourcing with Interval-Valued Labels. 166-178 - Xiaonan Jing, Yi Zhang
Modeling Fuzzy Cluster Transitions for Topic Tracing. 179-189 - Olga Kosheleva, Vladik Kreinovich:
A Natural Formalization of Changing-One's-Mind Leads to Square Root of "Not" and to Complex-Valued Fuzzy Logic. 190-195 - Olga Kosheleva, Vladik Kreinovich:
Each Realistic Continuous Functional Dependence Implies a Relation Between Some Variables: A Theoretical Explanation of a Fuzzy-Related Empirical Phenomenon. 196-202 - Bart Kosko:
Uniform Mixture Convergence of Continuously Transformed Fuzzy Systems. 203-216 - Beatriz Laiate
Solutions of Systems of Linear Fuzzy Differential Equations for a Special Class of Fuzzy Processes. 217-228 - Xin Li
Abstractive Representation Modeling for Image Classification. 229-240 - Felipe Longo
A-Cross Product for Autocorrelated Fuzzy Processes: The Hutchinson Equation. 241-252 - Michele Martins Lopes, Francielle Santo Pedro, Laécio Carvalho de Barros, Estevão Esmi
Use of T-Norm in an Epidemiological Model for COVID-19. 253-264 - Owen Macmann, Kelly Cohen
Fuzzy-Flatness Hybrid Fault-Tolerant Control. 265-277 - Kanishka Misra, Julia Taylor Rayz:
Finding Fuzziness in Neural Network Models of Language Processing. 278-290 - Marina T. Mizukoshi
Interval Arithmetic: WSM, CI or RDM? 291-301 - Allison Murphy:
Breast Cancer Wisconsin (Diagnostic) Data Analysis Using GFS-TSK. 302-308 - Rodrigo Possidônio Noronha:
A New GA-PSO Optimization Methodology with Fuzzy Adaptive Inertial Weight. 309-320 - Katherine L. O'Grady
Predicting Diabetes Diagnosis with Binary-To-Fuzzy Extrapolations and Weights Tuned via Genetic Algorithm. 321-331 - Heath Palmer
Genetic Fuzzy Hand Gesture Classifier. 332-342 - Lynn Pickering, Kelly Cohen
Toward Explainable AI - Genetic Fuzzy Systems - A Use Case. 343-354 - Tatiana R. Ringenberg
Uncertainty to Avoid Entrapment: Comparing Internet Stings to Real Victim Conversations. 355-367 - Moein Sabounchi, Jin Wei-Kocsis:
FLTRL: A Fuzzy-Logic Transfer Learning Powered Reinforcement Learning Method for Intelligent Online Control in Power Systems. 368-379 - Anoop Sathyan, Weihong Yuan, David E. Fleck, Scott Bonnette, Jed A. Diekfuss
Genetic Fuzzy Methodology to Predict Time to Return to Play from Sports-Related Concussion. 380-390 - Christian Servin:
Fuzzy Information Processing Computing Curricula: A Perspective from the First Two-Years in Computing Education. 391-399 - Christian Servin, Olga Kosheleva, Vladik Kreinovich:
What Teachers Can Learn from Machine Learning. 400-405 - Ziga Strzinar, Igor Skrjanc:
Self-tuned Model-Based Predictive Control Using Evolving Fuzzy Model of a Non-linear Dynamic Process. 406-421 - Dennis Stuhlman:
A Method to Optimize and Automate the Distribution of Radiology Studies. 422-435 - Gabriela de Castro Surita, André P. Lemos, Fernando A. C. Gomide:
Fuzzy Baselines to Stabilize Policy Gradient Reinforcement Learning. 436-446 - Matthew V. Terry, Kelly Cohen
Fuzzy Tunes. 447-452 - Julio C. Urenda, Christian Servin, Olga Kosheleva, Vladik Kreinovich:
Mexican Folk Arithmetic Algorithm Makes Perfect Sense. 453-460 - Javier Viaña
Fuzzy-Based, Noise-Resilient, Explainable Algorithm for Regression. 461-472 - Javier Viaña
Evaluation Criteria for Noise Resilience in Regression Algorithms. 473-485 - Vinícius F. Wasques:
Numerical Solution for Fuzzy Partial Differential Equations with Interactive Fuzzy Boundary Conditions. 486-498 - Francisco Zapata, Olga Kosheleva, Vladik Kreinovich:
Fuzzy Logic Leads to a More Adequate Way of Processing Likert-Scale Values: Case Study of Burnout. 499-504
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