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ORCIDIJCRS 2022: Suzhou, China
- JingTao Yao, Hamido Fujita, Xiaodong Yue, Duoqian Miao
, Jerzy W. Grzymala-Busse, Fanzhang Li:
Rough Sets - International Joint Conference, IJCRS 2022, Suzhou, China, November 11-14, 2022, Proceedings. Lecture Notes in Computer Science 13633, Springer 2022, ISBN 978-3-031-21243-7
Invited Papers, IRSS President Forum
- Davide Ciucci, Stefania Boffa, Andrea Campagner:
Orthopartitions in Knowledge Representation and Machine Learning. 3-18 - Andrzej Skowron, Soma Dutta:
Rough Sets and Fuzzy Sets in Interactive Granular Computing. 19-29 - Guoyin Wang:
MGCC: Multi-Granularity Cognitive Computing. 30-38 - Yiyu Yao:
Three-way Decision, Three-World Conception, and Explainable AI. 39-53
Rough Set Theory and Applications
- Andrea Campagner, Julian Lienen, Eyke Hüllermeier, Davide Ciucci:
Scikit-Weak: A Python Library for Weakly Supervised Machine Learning. 57-70 - Khushi Gupta, Razaq Jinad, Zhou Bing:
Applying Rough Set Theory for Digital Forensics Evidence Analysis. 71-84 - Qian Wang, Xiaoxue Wang, Xianyong Zhang:
Binary Boundaries and Power Set Space of Graded Rough Sets and Their Correlative ECG (Electrocardiogram) Data Analysis. 85-99 - Zhiyong Yang, Junwei Du, Qiang Hu, Feng Jiang:
Neighborhood Approximate Reducts-Based Ensemble Learning Algorithm and Its Application in Software Defect Prediction. 100-113
Granular Computing and Applications
- Zhenhua Duan, Guoyin Wang, Qun Liu, Yan Shi:
USV Path Planning Based on Adaptive Fuzzy Reward. 117-131 - Xingyu Fu, Yingyue Chen, Zhiyuan Yao, Yumin Chen, Nianfeng Zeng:
A Naive Bayes Classifier Based on Neighborhood Granulation. 132-142 - Wei Li, Bin Yang:
Matrix Representations and Interdependency on an L-fuzzy Covering-Based Rough Set. 143-157
Classification and Deep Learning
- Qi Hang, Zihao Li, Yudi Dong, Xiaodong Yue:
Uncertainty-Aware Deep Open-Set Object Detection. 161-175 - Zhiyong Hu, Mingwen Shao, Meishe Liang:
Rule Acquisition in Generalized One-Sided Decision Systems. 176-190 - Jixiang Lu, Caiming Zhong:
Density Peak Clustering Based Split-and-Merge. 191-202 - Yue Peng, Kun Qian, Guojie Song, Fan Min:
Multi-label Feature Extraction With Distance-Based Graph Attention Network. 203-216 - Shilin Sun, Zehua Zhang, Runze Wang, Hua Tian:
Multi-scale Subgraph Contrastive Learning for Link Prediction. 217-223 - Shuai Zhang, Wei Liu, Haijie Fu, Xiaodong Yue:
Video Object Detection with MeanShift Tracking. 224-237 - Ruifeng Zhou, Hong Yu:
MP-KMeans: K-Means with Missing Pattern for Data of Missing Not at Random. 238-249
Conceptual Knowledge Discovery and Machine Learning Based on Three-Way Decisions and Granular Computing
- Jie Chen, Jinpeng Chen, Shu Zhao, Yanping Zhang:
Using User's Expression Propensity for Sarcasm Detection Based on Sequential Three-Way Decision. 253-264 - Xiuwei Gao, Yehai Xie, Guilong Liu:
Concept Reduction of Object-induced Three-way Concept Lattices. 265-273 - Kaicheng Luo, Huaxiong Li, Xianzhong Zhou, Bing Huang:
An Attention-Based Token Pruning Method for Vision Transformers. 274-288 - Chengjun Shi, Zhen Wang, Ling Wei, Yiyu Yao:
Three-Way Approximate Criterion Reduction in Multi-Criteria Decision Analysis. 289-303 - Huilai Zhi, Jinhai Li, Jianjun Qi:
Close Contact Detection in Social Networks via Possible Attribute Analysis. 304-316
Uncertainty in Three-Way Decisions, Granular Computing, and Data Science
- Mengjun Hu, Guangming Lang:
A Probabilistic Approach to Analyzing Agent Relations in Three-Way Conflict Analysis Based on Bayesian Confirmation. 319-333 - Chengxin Hong, Jin Qian, Haoying Jiang, Zhigang Tong, Ying Yu, Caihui Liu:
Hierarchical Multi-granulation Sequential Three-Way Decisions. 334-345 - Xinyuan Jia, Yating Li, Pengling Wang:
KNN Ensemble Learning Integration Algorithm Based on Three-Way Decision. 346-360 - Tong-Jun Li, Zhen-Zhen Xu, Ming-Rui Wu, Wei-Zhi Wu:
Attribute Reduction of Crisp-Crisp Concept Lattices Based on Three-Way Decisions. 361-375 - Xingchen Liu, Liuxin Wang, Linchao Pan, Can Gao:
Kernelized Fuzzy Rough Sets-Based Three-Way Feature Selection. 376-389 - Yihang Peng, Qinghua Zhang, Zhihua Ai, Xuechao Zhi:
Adaptive K-means Algorithm Based on Three-Way Decision. 390-404 - Yu Fang, Zhao-Chen Li, Xin Yang, Fan Min:
3WS-ITSC: Three-Way Sampling on Imbalanced Text Data for Sentiment Classification. 405-419 - Ge Yuan, Jie Zhou, Qiongbin Chen:
Rough-Fuzzy Clustering Based on Adaptive Weighted Values and Three-Way Decisions. 420-429
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