Rough Sets: International Joint Conference, IJCRS 2019, Debrecen, Hungary, June 17–21, 2019, Proceedings

Description

This LNAI 11499 constitutes the proceedings of the International Joint Conference on Rough Sets, IJCRS 2019, held in Debrecen, Hungary, in June 2019. The 41 full papers were carefully reviewed and selected from 71 submissions. The IJCRS conferences aim at bringing together experts from universities and research centers as well as the industry representing fields of research in which theoretical and applicational aspects of rough set theory already find or may potentially find usage. The papers are grouped in topical sections on core rough set models and methods; related methods and hybridization; areas of application. Front Matter ....Pages i-xxii Front Matter ....Pages 1-1 An Application of Bayesian Confirmation Theory for Three-Way Decision (Mengjun Hu, Xiaofei Deng, Yiyu Yao)....Pages 3-15 Concept Approximation Based on Rough Sets and Judgment (Jaroslaw Stepaniuk, Grzegorz Góra, Andrzej Skowron)....Pages 16-27 Rough Sets and the Algebra of Conditional Logic (Gayatri Panicker, Mohua Banerjee)....Pages 28-39 Rough Sets Defined by Multiple Relations (Jouni Järvinen, László Kovács, Sándor Radeleczki)....Pages 40-51 On the Roughly Continuous Real Functions (Zoltán Ernő Csajbók)....Pages 52-65 On Topologies Defined by Binary Relations in Rough Sets (Michiro Kondo)....Pages 66-77 Iterative Set Approximations Based on Tolerance Relation (László Aszalós, Dávid Nagy)....Pages 78-90 Approximation Based on Representatives (Dávid Nagy, László Aszalós)....Pages 91-101 Local Search for Attribute Reduction (Xiaojun Xie, Ryszard Janicki, Xiaolin Qin, Wei Zhao, Guangmei Huang)....Pages 102-117 Rough Matroids Based on Dual Approximation Operators (Mauricio Restrepo, Chris Cornelis)....Pages 118-129 Studies on Reducing the Necessary Data Size for Rule Induction from the Decision Table by STRIM (Yuichi Kato, Tetsuro Saeki)....Pages 130-143 Rough Approximations on Two Universes Under a Mapping (Tong-Jun Li, Wei-Zhi Wu, Xiuyi Jia)....Pages 144-154 Rough Sets Based on Possible Indiscernibility Relations in Incomplete Information Tables with Continuous Values (Michinori Nakata, Hiroshi Sakai, Keitarou Hara)....Pages 155-165 The Prototype View of Concepts (Ruisi Ren, Ling Wei)....Pages 166-178 A Three-Way Clustering Algorithm via Decomposing Similarity Matrices for Multi-view Data with Noise (Jing Xiong, Hong Yu)....Pages 179-193 Front Matter ....Pages 195-195 A Scalable Approach to Fuzzy Rough Nearest Neighbour Classification with Ordered Weighted Averaging Operators (Oliver Urs Lenz, Daniel Peralta, Chris Cornelis)....Pages 197-209 Learning Multi-granular Features for Harvesting Knowledge from Free Text (Zheng Zhou, Huaming Wang, Zhixing Li, Feng Hu, Guoyin Wang)....Pages 210-224 Building a Framework of Rough Inclusion Functions by Means of Computerized Proof Assistant (Adam Grabowski)....Pages 225-238 Membrane Systems and Multiset Approximation: The Cases of Inner and Boundary Rule Application (Péter Battyányi, György Vaszil)....Pages 239-252 Soft Petri Net (Sibasis Bandyopadhyay, Zbigniew Suraj, Prasun Kumar Nayak)....Pages 253-264 Approximations Induced by Tolerance Relations (Dávid Gégény, Imre Piller, Sándor Radeleczki, Laura Veres)....Pages 265-279 Three–Way Classification: Ambiguity and Abstention in Machine Learning (Andrea Campagner, Federico Cabitza, Davide Ciucci)....Pages 280-294 Concepts Approximation Through Dialogue with User (Soma Dutta, Andrzej Skowron)....Pages 295-311 A Dynamic Dominance-Based Rough Set Approach for Processing Ordered Data (Shaoyong Li, Zhiyong Hong)....Pages 312-320 CSLI: Cost-Sensitive Collaborative Filtering with Local Information Embedding (Heng-Ru Zhang, Jie Qian, Fan Min)....Pages 321-330 Attribute Reduction Based on Optimistic Multi-granulation Information Systems (Binli Ou, Tian Yang)....Pages 331-340 Constructing the Optimal Approximation Sets of Rough Sets in Multi-granularity Spaces (Qinghua Zhang, Fan Zhao, Xu Yubin, Jie Yang)....Pages 341-355 Discovering Flow Graphs from Data Tables Using the Classification and Prediction Software System (CLAPSS) (Krzysztof Pancerz, Arkadiusz Lewicki, Jaromir Sarzyński)....Pages 356-368 Methods to Edit Multi-label Training Sets Using Rough Sets Theory (Marilyn Bello, Gonzalo Nápoles, Koen Vanhoof, Rafael Bello)....Pages 369-380 Front Matter ....Pages 381-381 The Impact of Rough Set Conferences (JingTao Yao)....Pages 383-394 Multivariate Ovulation Window Detection at OvuFriend (Joanna Fedorowicz, Łukasz Sosnowski, Dominik Ślęzak, Iwona Szymusik, Wojciech Chaber, Łukasz Miłobędzki et al.)....Pages 395-408 Incremental Sequential Three-Way Decision Using a Deep Stacked Autoencoder (Hong Chen, Huaxiong Li, Bing Huang, Xiuyi Jia, Xianzhong Zhou)....Pages 409-423 Three-Way Decision Collaborative Recommendation Algorithm Based on User Reputation (Fulan Qian, Qianqian Min, Shu Zhao, Jie Chen, Xiangyang Wang, Yanping Zhang)....Pages 424-438 Multi-graded Hybrid MRDM Model for Assisting Financial Performance Evaluation Decisions: A Preliminary Work (Kao-Yi Shen, Hiroshi Sakai, Gwo-Hshiung Tzeng)....Pages 439-453 3D Face Recognition Based on Hybrid Data (Xinxin Li, Xun Gong)....Pages 454-464 Rough Sets and Local Texture Features for Diagnosis of Connective Tissue Disorders (Debamita Kumar, Pradipta Maji)....Pages 465-479 Developing Artwork Pricing Models for Online Art Sales Using Text Analytics (Laurel Powell, Anna Gelich, Zbigniew W. Ras)....Pages 480-494 Hardware Implementation on Field Programmable Gate Array of Two-Stage Algorithm for Rough Set Reduct Generation (Tomasz Grzes, Maciej Kopczynski)....Pages 495-506 A Multi-Granularity Representation Learning Framework for User Identification Across Social Networks (Shun Fu, Guoyin Wang, Shuyin Xia, Li Liu)....Pages 507-521 A Robust Long-Term Pedestrian Tracking-by-Detection Algorithm Based on Three-Way Decision (Ziye Wang, Duoqian Miao, Cairong Zhao, Sheng Luo, Zhihua Wei)....Pages 522-533 A Bibliometric Profile of Research on Rough Sets (Wenjie Wei, Duoqian Miao, Yuxiang Li)....Pages 534-548 Back Matter ....Pages 549-550