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ORCIDIJCRS 2023: Krakow, Poland
- Andrea Campagner, Oliver Urs Lenz, Shuyin Xia, Dominik Slezak, Jaroslaw Was
, JingTao Yao:
Rough Sets - International Joint Conference, IJCRS 2023, Krakow, Poland, October 5-8, 2023, Proceedings. Lecture Notes in Computer Science 14481, Springer 2023, ISBN 978-3-031-50958-2
Rough Set Models
- Malgorzata Przybyla-Kasperek, Rafal Deja, Alicja Wakulicz-Deja:
Selected Approaches to Conflict Analysis Inspired by the Pawlak Model - Case Study. 3-17 - Beata Zielosko, Evans Teiko Tetteh, Diana Hunchak:
Multi-heuristic Induction of Decision Rules. 18-30 - Jianfeng Xu, Duoqian Miao, Li Zhang, Yiyu Yao:
Algebraic Formulations and Geometric Interpretations of Decision-Theoretic Rough Sets. 31-45 - Piotr Wasilewski, Janusz Kacprzyk, Slawomir Zadrozny:
Reduction of Binary Attributes: Rough Set Theory Versus Formal Concept Analysis. 46-61 - Chengzhi Shi, Taihua Xu, Fuhao Cheng, Xibei Yang, Jianjun Chen:
An Acceleration Method for Attribute Reduction Based on Attribute Synthesis. 62-74 - Yan Liu, Jingjing Song, Taihua Xu, Jianjun Chen:
Attribute Reduction Based on the Multi-annulus Model. 75-86
Foundations
- Azimkhon Ostonov, Mikhail Moshkov:
Deterministic and Nondeterministic Decision Trees for Decision Tables with Many-Valued Decisions from Closed Classes. 89-104 - Bidhan Saha, Mohua Banerjee, Soma Dutta:
Paraconsistent Logics: A Survey Focussing on the Rough Set Approach. 105-121 - Stefania Boffa, Davide Ciucci:
Hexagons of Opposition in Linguistic Three-Way Decisions. 122-136 - A. Mani:
Algebraic Models for Qualified Aggregation in General Rough Sets, and Reasoning Bias Discovery. 137-153 - Prosenjit Howlader, Churn-Jung Liau:
Two-Sorted Modal Logic for Formal and Rough Concepts. 154-169 - Michinori Nakata, Norio Saito, Hiroshi Sakai, Takeshi Fujiwara:
Kryszkiewicz's Relation for Indiscernibility of Objects in Data Tables Containing Missing Values. 170-184 - A. Mani:
Algebraic, Topological, and Mereological Foundations of Existential Granules. 185-200 - Stefania Boffa, Andrea Campagner, Davide Ciucci, Yiyu Yao:
Aggregation Operators on Shadowed Sets Deriving from Conditional Events and Consensus Operators. 201-215 - Salvatore Greco, Roman Slowinski:
Pawlak, Belnap and the Magical Number Seven. 216-228
Three-way Decisions
- Shuting Liu, Mengjun Hu, Zhifei Zhang, Guangming Lang:
Three-Way Conflict Analysis for Three-Valued Situation Tables with Rankings and Reference Tuples. 231-245 - Yingxiao Chen, Yiyu Yao, Ping Zhu:
Three-Way Social Network Analysis: Triadic Measures at Three Levels. 246-258 - Yiyu Yao, JingTao Yao:
Cognitive and Social Decision Making: Three-Way Decision Perspectives. 259-269 - Chengmei Lin, Qimei Xiao, Huiying Yu, Guangming Lang:
New Models of Three-Way Conflict Analysis for Incomplete Situation Tables. 270-282 - Xin Yang, Yanhua Li, Shuyin Xia, Xiaoyu Lian, Guoyin Wang, Tianrui Li:
Granular-Ball Three-Way Decision. 283-295
Granular Models
- Jie Chen, Hainan Hu, Shu Zhao, Yanping Zhang:
Unsupervised KeyPhrase Extraction Based on Multi-granular Semantics Feature Fusion. 299-310 - Ziye Wang, Duoqian Miao:
Multi-granularity Feature Fusion for Transformer-Based Single Object Tracking. 311-323 - Zongqiang Wang, Yan Xian, Guoyin Wang, Hong Yu:
A Multi-granularity Network for Time Series Forecasting on Multivariate Time Series Data. 324-338 - Daitianxia Li, Ye Wang, Qun Liu:
Adaptive Multi-granularity Aggregation Transformer for Image Captioning. 339-353 - Yuan Li, Li Liu, Penggang Chen, Youmin Zhang, Guoyin Wang:
A Causal Disentangled Multi-granularity Graph Classification Method. 354-368
Distances and Similarities
- Marek Grzegorowski, Andrzej Janusz, Grzegorz Sliwa, Lukasz Marcinowski, Andrzej Skowron:
Towards ML Explainability with Rough Sets, Clustering, and Dimensionality Reduction. 371-386 - Agnieszka Nowak-Brzezinska, Igor Gaibei:
Decision Rule Clustering - Comparison of the Algorithms. 387-401 - Oliver Urs Lenz, Chris Cornelis:
Classifying Token Frequencies Using Angular Minkowski p-Distance. 402-413 - Grzegorz Góra, Andrzej Skowron:
On kNN Class Weights for Optimising G-Mean and F1-Score. 414-430 - Tomasz Hachaj, Marcin Piekarczyk, Jaroslaw Was:
Searching of Potentially Anomalous Signals in Cosmic-Ray Particle Tracks Images Using Rough k-Means Clustering Combined with Eigendecomposition-Derived Embedding. 431-445
Hybrid Approaches
- Tong-Jun Li, Yi-Qian Wang:
Crisp-Fuzzy Concept Lattice Based on Interval-Valued Fuzzy Sets. 449-462 - Yanhua Li, Jiafen Liu, Yihua Zhong, Xin Yang:
Normal Fuzzy Three-Way Decision Based on Prospect Theory. 463-478 - Daniel Kaluza, Andrzej Janusz, Dominik Slezak:
On Several New Dempster-Shafer-Inspired Uncertainty Measures Applicable for Active Learning. 479-494 - Gaël Nguepy Dongmo, Blaise Blériot Koguep Njionou, Léonard Kwuida, Mathias Onabid:
Rough Fuzzy Concept Analysis via Multilattice. 495-508
Applications
- Adam Wasilewski, Mateusz Przyborowski:
Clustering Methods for Adaptive e-Commerce User Interfaces. 511-525 - Jan G. Bazan, Pawel Milan, Stanislawa Bazan-Socha, Krzysztof Wójcik:
Application of Federated Learning to Prediction of Patient Mortality in Vasculitis Disease. 526-536 - Qiuyu Mei, Hong Yu, Guoyin Wang:
A Novel Hybrid Wind Speed Interval Prediction Model Using Rough Stacked Autoencoder and LSTM. 537-548 - Aleksandra Szpakowska, Piotr Artiemjew, Wojciech Cybowski:
Navigational Strategies for Mobile Robots Using Rough Mereological Potential Fields and Weighted Distance to Goal. 549-564 - Shengdan Hu, Zhifei Zhang, Jiemin Yang:
Handling Intra-class Dissimilarity and Inter-class Similarity for Imbalanced Skin Lesion Image Classification. 565-579 - Renjuan Nie, Guoyin Wang, Qun Liu, Chengxin Peng:
Link Prediction for Attribute and Structure Learning Based on Attention Mechanism. 580-595
Cybersecurity and IoT
- Marcin Michalak, Piotr Biczyk, Blazej Adamczyk, Maksym Brzeczek, Marek Hermansa, Iwona Kostorz, Lukasz Wawrowski, Michal Czerwinski:
A New Data Model for Behavioral Based Anomaly Detection in IoT Device Monitoring. 599-611 - Mahdee Jodayree, Wenbo He, Ryszard Janicki:
Preventing Text Data Poisoning Attacks in Federated Machine Learning by an Encrypted Verification Key. 612-626 - Czeslaw Horyn, Agnieszka Nowak-Brzezinska:
Improving Detection Efficiency: Optimizing Block Size in the Local Outlier Factor (LOF) Algorithm. 627-641
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