Rough Sets: International Joint Conference, IJCRS 2020, Havana, Cuba, June 29 – July 3, 2020, Proceedings

Front Matter ....Pages i-xiv
Front Matter ....Pages 1-1
 Rough Forgetting  (Patrick Doherty, Andrzej Szałas)....Pages 3-18
 Functional Extensions of Knowledge Representation in General Rough Sets  (A. Mani)....Pages 19-34
 Similarity Based Granules  (Dávid Nagy, Tamás Mihálydeák, Tamás Kádek)....Pages 35-47
 Approximate Reaction Systems Based on Rough Set Theory  (Andrea Campagner, Davide Ciucci, Valentina Dorigatti)....Pages 48-60
 Weighted Generalized Fuzzy Petri Nets and Rough Sets for Knowledge Representation and Reasoning  (Zbigniew Suraj, Aboul Ella Hassanien, Sibasis Bandyopadhyay)....Pages 61-77
 Rough Sets Meet Statistics - A New View on Rough Set Reasoning About Numerical Data  (Marko Palangetić, Chris Cornelis, Salvatore Greco, Roman Słowiński)....Pages 78-92
Front Matter ....Pages 93-93
 An Adjusted Apriori Algorithm to Itemsets Defined by Tables and an Improved Rule Generator with Three-Way Decisions  (Zhiwen Jian, Hiroshi Sakai, Takuya Ohwa, Kao-Yi Shen, Michinori Nakata)....Pages 95-110
 A Graph-Based Keyphrase Extraction Model with Three-Way Decision  (Tianlei Chen, Duoqian Miao, Yuebing Zhang)....Pages 111-121
 Modeling Use-Oriented Attribute Importance with the Three-Way Decision Theory  (Xin Cui, JingTao Yao, Yiyu Yao)....Pages 122-136
 Three-Way Decision for Handling Uncertainty in Machine Learning: A Narrative Review  (Andrea Campagner, Federico Cabitza, Davide Ciucci)....Pages 137-152
 Three-Way Decisions Community Detection Model Based on Weighted Graph Representation  (Jie Chen, Yang Li, Shu Zhao, Xiangyang Wang, Yanping Zhang)....Pages 153-165
Front Matter ....Pages 167-167
 Quick Maximum Distribution Reduction in Inconsistent Decision Tables  (Baizhen Li, Wei Chen, Zhihua Wei, Hongyun Zhang, Nan Zhang, Lijun Sun)....Pages 169-182
 Attribute Reduction from Closure Operators and Matroids in Rough Set Theory  (Mauricio Restrepo, Chris Cornelis)....Pages 183-192
 The Reduct of a Fuzzy \(\beta \)-Covering  (Lingling Mao, Jingqian Wang, Peiqiu Yu)....Pages 193-203
 The Problem of Finding the Simplest Classifier Ensemble is NP-Hard – A Rough-Set-Inspired Formulation Based on Decision Bireducts  (Dominik Ślęzak, Sebastian Stawicki)....Pages 204-212
 On Positive-Correlation-Promoting Reducts  (Joanna Henzel, Andrzej Janusz, Marek Sikora, Dominik Ślęzak)....Pages 213-221
Front Matter ....Pages 223-223
 Feature and Label Association Based on Granulation Entropy for Deep Neural Networks  (Marilyn Bello, Gonzalo Nápoles, Ricardo Sánchez, Koen Vanhoof, Rafael Bello)....Pages 225-235
 Multi-granularity Complex Network Representation Learning  (Peisen Li, Guoyin Wang, Jun Hu, Yun Li)....Pages 236-250
 Towards Student Centric Rough Concept Inventories  (A. Mani)....Pages 251-266
 HGAR: Hybrid Granular Algorithm for Rating Recommendation  (Fulan Qian, Yafan Huang, Jianhong Li, Shu Zhao, Jie Chen, Xiangyang Wang et al.)....Pages 267-279
Front Matter ....Pages 281-281
 Concept Analysis Using Quantitative Structured Three-Way Rough Set Approximations  (Mengjun Hu)....Pages 283-297
 On the Hierarchy of Equivalence Classes Provided by Local Congruences  (Roberto G. Aragón, Jesús Medina, Eloísa Ramírez-Poussa)....Pages 298-307
 Object Oriented Protoconcepts and Logics for Double and Pure Double Boolean Algebras  (Prosenjit Howlader, Mohua Banerjee)....Pages 308-323
 Fuzzy FCA Attribute Reduction Properties in Rough Set Theory  (M. José Benítez-Caballero, Jesús Medina, Eloísa Ramírez-Poussa)....Pages 324-336
 Algebraic Structure of Adjoint Triples Generating a Weak Negation on the Unit Interval  (M. Eugenia Cornejo, Jesús Medina, Eloísa Ramírez-Poussa)....Pages 337-348
 Representative Set of Objects in Rough Sets Based on Galois Connections  (Nicolás Madrid, Eloísa Ramírez-Poussa)....Pages 349-361
Front Matter ....Pages 363-363
 Discovering Fails in Software Projects Planning Based on Linguistic Summaries  (Iliana Pérez Pupo, Pedro Y. Piñero Pérez, Roberto García Vacacela, Rafael Bello, Luis Alvarado Acuña)....Pages 365-375
 Approximate Decision Tree Induction over Approximately Engineered Data Features  (Dominik Ślęzak, Agnieszka Chądzyńska-Krasowska)....Pages 376-384
 Linguistic Summaries Generation with Hybridization Method Based on Rough and Fuzzy Sets  (Iliana Pérez Pupo, Pedro Y. Piñero Pérez, Rafael Bello, Luis Alvarado Acuña, Roberto García Vacacela)....Pages 385-397
Front Matter ....Pages 399-399
 Rough Net Approach for Community Detection Analysis in Complex Networks  (Ivett Fuentes, Arian Pina, Gonzalo Nápoles, Leticia Arco, Koen Vanhoof)....Pages 401-415
 Overlapping Community Detection Using Multi-objective Approach and Rough Clustering  (Darian Horacio Grass-Boada, Airel Pérez-Suárez, Leticia Arco, Rafael Bello, Alejandro Rosete)....Pages 416-431
 Detecting Overlapping Communities Using Distributed Neighbourhood Threshold in Social Networks  (Rajesh Jaiswal, Sheela Ramanna)....Pages 432-445
Front Matter ....Pages 447-447
 On the Convergence of Input-Output Fuzzy Cognitive Maps  (István Á. Harmati, László T. Kóczy)....Pages 449-461
 On the Behavior of Fuzzy Grey Cognitive Maps  (Leonardo Concepción, Gonzalo Nápoles, Rafael Bello, Koen Vanhoof)....Pages 462-476
 A Privacy-Preserving, Distributed and Cooperative FCM-Based Learning Approach for Cancer Research  (Jose L. Salmeron, Irina Arévalo)....Pages 477-487
Front Matter ....Pages 489-489
 fuzzy-rough-learn 0.1: A Python Library for Machine Learning with Fuzzy Rough Sets  (Oliver Urs Lenz, Daniel Peralta, Chris Cornelis)....Pages 491-499
 Comparative Approaches to Granularity in General Rough Sets  (A. Mani)....Pages 500-517
Back Matter ....Pages 519-520