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IJCRS 2020: Havana, Cuba

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Rafael Bello, Duoqian Miao, Rafael Falcon, Michinori Nakata, Alejandro Rosete, Davide Ciucci:
Rough Sets - International Joint Conference, IJCRS 2020, Havana, Cuba, June 29 - July 3, 2020, Proceedings. Lecture Notes in Computer Science 12179, Springer 2020, ISBN 978-3-030-52704-4

General Rough Sets

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Patrick Doherty, Andrzej Szalas:
Rough Forgetting. 3-18
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A. Mani:
Functional Extensions of Knowledge Representation in General Rough Sets. 19-34
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Dávid Nagy, Tamás Mihálydeák, Tamás Kádek:
Similarity Based Granules. 35-47
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Andrea Campagner, Davide Ciucci, Valentina Dorigatti:
Approximate Reaction Systems Based on Rough Set Theory. 48-60
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Zbigniew Suraj, Aboul Ella Hassanien, Sibasis Bandyopadhyay:
Weighted Generalized Fuzzy Petri Nets and Rough Sets for Knowledge Representation and Reasoning. 61-77
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  - conf/rskt/PalangeticCGS20
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Marko Palangetic, Chris Cornelis, Salvatore Greco, Roman Slowinski:
Rough Sets Meet Statistics - A New View on Rough Set Reasoning About Numerical Data. 78-92

Three-Way Decision Theory

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Zhiwen Jian, Hiroshi Sakai, Takuya Ohwa, Kao-Yi Shen, Michinori Nakata:
An Adjusted Apriori Algorithm to Itemsets Defined by Tables and an Improved Rule Generator with Three-Way Decisions. 95-110
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Tianlei Chen, Duoqian Miao, Yuebing Zhang:
A Graph-Based Keyphrase Extraction Model with Three-Way Decision. 111-121
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Xin Cui, Jingtao Yao, Yiyu Yao:
Modeling Use-Oriented Attribute Importance with the Three-Way Decision Theory. 122-136
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Andrea Campagner, Federico Cabitza, Davide Ciucci:
Three-Way Decision for Handling Uncertainty in Machine Learning: A Narrative Review. 137-152
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Jie Chen, Yang Li, Shu Zhao, Xiangyang Wang, Yanping Zhang:
Three-Way Decisions Community Detection Model Based on Weighted Graph Representation. 153-165

Attribute Reduction

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Baizhen Li, Wei Chen, Zhihua Wei, Hongyun Zhang, Nan Zhang, Lijun Sun:
Quick Maximum Distribution Reduction in Inconsistent Decision Tables. 169-182
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Mauricio Restrepo, Chris Cornelis:
Attribute Reduction from Closure Operators and Matroids in Rough Set Theory. 183-192
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Lingling Mao, Jingqian Wang, Peiqiu Yu:
The Reduct of a Fuzzy β-Covering. 193-203
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Dominik Slezak, Sebastian Stawicki:
The Problem of Finding the Simplest Classifier Ensemble is NP-Hard - A Rough-Set-Inspired Formulation Based on Decision Bireducts. 204-212
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Joanna Henzel, Andrzej Janusz, Marek Sikora, Dominik Slezak:
On Positive-Correlation-Promoting Reducts. 213-221

Granular Computing

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Marilyn Bello, Gonzalo Nápoles, Ricardo Sánchez, Koen Vanhoof, Rafael Bello:
Feature and Label Association Based on Granulation Entropy for Deep Neural Networks. 225-235
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Peisen Li, Guoyin Wang, Jun Hu, Yun Li:
Multi-granularity Complex Network Representation Learning. 236-250
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A. Mani:
Towards Student Centric Rough Concept Inventories. 251-266
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Fulan Qian, Yafan Huang, Jianhong Li, Shu Zhao, Jie Chen, Xiangyang Wang, Yanping Zhang:
HGAR: Hybrid Granular Algorithm for Rating Recommendation. 267-279

Formal Concept Analysis

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Mengjun Hu:
Concept Analysis Using Quantitative Structured Three-Way Rough Set Approximations. 283-297
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Roberto G. Aragón, Jesús Medina, Eloísa Ramírez-Poussa:
On the Hierarchy of Equivalence Classes Provided by Local Congruences. 298-307
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Prosenjit Howlader, Mohua Banerjee:
Object Oriented Protoconcepts and Logics for Double and Pure Double Boolean Algebras. 308-323
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María José Benítez-Caballero, Jesús Medina, Eloísa Ramírez-Poussa:
Fuzzy FCA Attribute Reduction Properties in Rough Set Theory. 324-336
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Maria Eugenia Cornejo, Jesús Medina, Eloísa Ramírez-Poussa:
Algebraic Structure of Adjoint Triples Generating a Weak Negation on the Unit Interval. 337-348
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Nicolás Madrid, Eloísa Ramírez-Poussa:
Representative Set of Objects in Rough Sets Based on Galois Connections. 349-361

Data Summarization

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Iliana Perez Pupo, Pedro Yobanis Piñero Pérez, Roberto García Vacacela, Rafael Bello, Luis Alvarado Acuña:
Discovering Fails in Software Projects Planning Based on Linguistic Summaries. 365-375
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Dominik Slezak, Agnieszka Chadzynska-Krasowska:
Approximate Decision Tree Induction over Approximately Engineered Data Features. 376-384
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Iliana Perez Pupo, Pedro Yobanis Piñero Pérez, Rafael Bello, Luis Alvarado Acuña, Roberto García Vacacela:
Linguistic Summaries Generation with Hybridization Method Based on Rough and Fuzzy Sets. 385-397

Community Detection

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Ivett Fuentes, Arian Pina, Gonzalo Nápoles, Leticia Arco, Koen Vanhoof:
Rough Net Approach for Community Detection Analysis in Complex Networks. 401-415
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  - conf/rskt/Grass-BoadaSABR20
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Darian Horacio Grass-Boada, Airel Pérez Suárez, Leticia Arco, Rafael Bello, Alejandro Rosete:
Overlapping Community Detection Using Multi-objective Approach and Rough Clustering. 416-431
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Rajesh Jaiswal, Sheela Ramanna:
Detecting Overlapping Communities Using Distributed Neighbourhood Threshold in Social Networks. 432-445

Fuzzy Cognitive Maps

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István Á. Harmati, László T. Kóczy:
On the Convergence of Input-Output Fuzzy Cognitive Maps. 449-461
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Leonardo Concepción, Gonzalo Nápoles, Rafael Bello, Koen Vanhoof:
On the Behavior of Fuzzy Grey Cognitive Maps. 462-476
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  - conf/rskt/SalmeronA20
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Jose L. Salmeron, Irina Arévalo:
A Privacy-Preserving, Distributed and Cooperative FCM-Based Learning Approach for Cancer Research. 477-487

Tutorials

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Oliver Urs Lenz, Daniel Peralta, Chris Cornelis:
fuzzy-rough-learn 0.1: A Python Library for Machine Learning with Fuzzy Rough Sets. 491-499
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A. Mani:
Comparative Approaches to Granularity in General Rough Sets. 500-517

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