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ORCIDIJCRS 2021: Bratislava, Slovakia
- Sheela Ramanna
, Chris Cornelis, Davide Ciucci:
Rough Sets - International Joint Conference, IJCRS 2021, Bratislava, Slovakia, September 19-24, 2021, Proceedings. Lecture Notes in Computer Science 12872, Springer 2021, ISBN 978-3-030-87333-2
Invited Papers
- Patrick G. Clark, Jerzy W. Grzymala-Busse, Zdzislaw S. Hippe, Teresa Mroczek:
Mining Incomplete Data Using Global and Saturated Probabilistic Approximations Based on Characteristic Sets and Maximal Consistent Blocks. 3-17 - Marzena Kryszkiewicz:
Determining Tanimoto Similarity Neighborhoods of Real-Valued Vectors by Means of the Triangle Inequality and Bounds on Lengths. 18-34 - Pradipta Maji, Shaswati Roy:
Rough-Fuzzy Segmentation of Brain MR Volumes: Applications in Tumor Detection and Malignancy Assessment. 35-43 - Fan Min, Lin-Rong Wang, Shulin Pan, Guo-Jie Song:
DDAE-GAN: Seismic Data Denoising by Integrating Autoencoder and Generative Adversarial Network. 44-56 - Jerzy Stefanowski:
Classification of Multi-class Imbalanced Data: Data Difficulty Factors and Selected Methods for Improving Classifiers. 57-72
Core Rough Set Models and Methods
- A. Mani:
General Rough Modeling of Cluster Analysis. 75-82 - Michinori Nakata, Norio Saito, Hiroshi Sakai, Takeshi Fujiwara:
Possible Coverings in Incomplete Information Tables with Similarity of Values. 83-89 - Mauricio Restrepo, Chris Cornelis:
Attribute Reduction Using Functional Dependency Relations in Rough Set Theory. 90-96 - Zbigniew Suraj, Piotr Grochowalski:
The RSDS: A Current State and Future Plans. 97-102 - Andrzej Szalas:
Many-Valued Dynamic Object-Oriented Inheritance and Approximations. 103-119
Related Methods and Hybridization
- Mohammad Azad, Igor Chikalov, Shahid Hussain, Mikhail Moshkov:
Minimizing Depth of Decision Trees with Hypotheses. 123-133 - Yurii Bloshko, Zbigniew Suraj, Oksana Olar:
The Influence of Fuzzy Expectations on Triples of Triangular Norms in the Weighted Fuzzy Petri Net for the Subject Area of Passenger Transport Logistics. 134-148 - Stefania Boffa, Davide Ciucci:
Possibility Distributions Generated by Intuitionistic sf L-Fuzzy Sets. 149-163 - Andrea Campagner, Davide Ciucci:
Feature Selection and Disambiguation in Learning from Fuzzy Labels Using Rough Sets. 164-179 - Maria Eugenia Cornejo, Jesús Medina:
Right Adjoint Algebras Versus Operator Left Residuated Posets. 180-191 - Oliver Urs Lenz, Daniel Peralta, Chris Cornelis:
Adapting Fuzzy Rough Sets for Classification with Missing Values. 192-200
Areas of Applications
- Qian Cao, Chuan Luo, Tianrui Li, Hongmei Chen:
Spark Accelerated Implementation of Parallel Attribute Reduction from Incomplete Data. 203-217 - Jie Chen, Yue Chen, Yang Xu, Shu Zhao, Yanping Zhang:
Attention Enhanced Hierarchical Feature Representation for Three-Way Decision Boundary Processing. 218-224 - Han Jiang, Yubin Wang, Songhao Lv, Zhihua Wei:
An Opinion Summarization-Evaluation System Based on Pre-trained Models. 225-230 - Olha Kaminska, Chris Cornelis, Véronique Hoste:
Fuzzy-Rough Nearest Neighbour Approaches for Emotion Detection in Tweets. 231-246 - Yan Ma, Jingying Yu, Bojing Ji, Jie Chen, Shu Zhao, Jiajun Chen:
Three-Way Decisions Based RNN Models for Sentiment Classification. 247-258 - Vrushang Patel, Sheela Ramanna:
Tolerance-Based Short Text Sentiment Classifier. 259-265 - Zhihan Peng, Hong Yu:
Knowledge Graph Representation Learning for Link Prediction with Three-Way Decisions. 266-278 - Zbigniew Suraj, Piotr Grochowalski:
PNeS in Modelling, Control and Analysis of Concurrent Systems. 279-293 - Yiyu Yao, Chengjun Shi:
3RD: A Multi-criteria Decision-Making Method Based on Three-Way Rankings. 294-309
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