Table of Contents

• Selected Approaches to Conflict Analysis Inspired by the Pawlak Model - Case StudyMalgorzata Przybyla-Kasperek, Rafal Deja, Alicja Wakulicz-Deja. 3-17 [doi]
• Multi-heuristic Induction of Decision RulesBeata Zielosko, Evans Teiko Tetteh, Diana Hunchak. 18-30 [doi]
• Algebraic Formulations and Geometric Interpretations of Decision-Theoretic Rough SetsJianfeng Xu, Duoqian Miao, Li Zhang, Yiyu Yao. 31-45 [doi]
• Reduction of Binary Attributes: Rough Set Theory Versus Formal Concept AnalysisPiotr Wasilewski, Janusz Kacprzyk, Slawomir Zadrozny. 46-61 [doi]
• An Acceleration Method for Attribute Reduction Based on Attribute SynthesisChengzhi Shi, Taihua Xu, Fuhao Cheng, Xibei Yang, Jianjun Chen. 62-74 [doi]
• Attribute Reduction Based on the Multi-annulus ModelYan Liu, Jingjing Song, Taihua Xu, Jianjun Chen. 75-86 [doi]
• Deterministic and Nondeterministic Decision Trees for Decision Tables with Many-Valued Decisions from Closed ClassesAzimkhon Ostonov, Mikhail Moshkov. 89-104 [doi]
• Paraconsistent Logics: A Survey Focussing on the Rough Set ApproachBidhan Saha, Mohua Banerjee, Soma Dutta. 105-121 [doi]
• Hexagons of Opposition in Linguistic Three-Way DecisionsStefania Boffa, Davide Ciucci. 122-136 [doi]
• Algebraic Models for Qualified Aggregation in General Rough Sets, and Reasoning Bias DiscoveryA. Mani. 137-153 [doi]
• Two-Sorted Modal Logic for Formal and Rough ConceptsProsenjit Howlader, Churn-Jung Liau. 154-169 [doi]
• Kryszkiewicz's Relation for Indiscernibility of Objects in Data Tables Containing Missing ValuesMichinori Nakata, Norio Saito, Hiroshi Sakai, Takeshi Fujiwara. 170-184 [doi]
• Algebraic, Topological, and Mereological Foundations of Existential GranulesA. Mani. 185-200 [doi]
• Aggregation Operators on Shadowed Sets Deriving from Conditional Events and Consensus OperatorsStefania Boffa, Andrea Campagner, Davide Ciucci, Yiyu Yao. 201-215 [doi]
• Pawlak, Belnap and the Magical Number SevenSalvatore Greco, Roman Slowinski. 216-228 [doi]
• Three-Way Conflict Analysis for Three-Valued Situation Tables with Rankings and Reference TuplesShuting Liu, Mengjun Hu, Zhifei Zhang, Guangming Lang. 231-245 [doi]
• Three-Way Social Network Analysis: Triadic Measures at Three LevelsYingxiao Chen, Yiyu Yao, Ping Zhu. 246-258 [doi]
• Cognitive and Social Decision Making: Three-Way Decision PerspectivesYiyu Yao, JingTao Yao 0001. 259-269 [doi]
• New Models of Three-Way Conflict Analysis for Incomplete Situation TablesChengmei Lin, Qimei Xiao, Huiying Yu, Guangming Lang. 270-282 [doi]
• Granular-Ball Three-Way DecisionXin Yang, Yanhua Li, Shuyin Xia, Xiaoyu Lian, Guoyin Wang 0001, Tianrui Li 0001. 283-295 [doi]
• Unsupervised KeyPhrase Extraction Based on Multi-granular Semantics Feature FusionJie Chen, Hainan Hu, Shu Zhao, Yanping Zhang. 299-310 [doi]
• Multi-granularity Feature Fusion for Transformer-Based Single Object TrackingZiye Wang, Duoqian Miao. 311-323 [doi]
• A Multi-granularity Network for Time Series Forecasting on Multivariate Time Series DataZongqiang Wang, Yan Xian, Guoyin Wang, Hong Yu. 324-338 [doi]
• Adaptive Multi-granularity Aggregation Transformer for Image CaptioningDaitianxia Li, Ye Wang, Qun Liu. 339-353 [doi]
• A Causal Disentangled Multi-granularity Graph Classification MethodYuan Li, Li Liu 0030, Penggang Chen, Youmin Zhang 0006, Guoyin Wang 0001. 354-368 [doi]
• Towards ML Explainability with Rough Sets, Clustering, and Dimensionality ReductionMarek Grzegorowski, Andrzej Janusz, Grzegorz Sliwa, Lukasz Marcinowski, Andrzej Skowron. 371-386 [doi]
• Decision Rule Clustering - Comparison of the AlgorithmsAgnieszka Nowak-Brzezinska, Igor Gaibei. 387-401 [doi]
• Classifying Token Frequencies Using Angular Minkowski p-DistanceOliver Urs Lenz, Chris Cornelis. 402-413 [doi]
• On kNN Class Weights for Optimising G-Mean and F1-ScoreGrzegorz Góra, Andrzej Skowron. 414-430 [doi]
• Searching of Potentially Anomalous Signals in Cosmic-Ray Particle Tracks Images Using Rough k-Means Clustering Combined with Eigendecomposition-Derived EmbeddingTomasz Hachaj, Marcin Piekarczyk, Jaroslaw Was. 431-445 [doi]
• Crisp-Fuzzy Concept Lattice Based on Interval-Valued Fuzzy SetsTong-Jun Li, Yi-Qian Wang. 449-462 [doi]
• Normal Fuzzy Three-Way Decision Based on Prospect TheoryYanhua Li, Jiafen Liu, Yihua Zhong, Xin Yang. 463-478 [doi]
• On Several New Dempster-Shafer-Inspired Uncertainty Measures Applicable for Active LearningDaniel Kaluza, Andrzej Janusz, Dominik Slezak. 479-494 [doi]
• Rough Fuzzy Concept Analysis via MultilatticeGaël Nguepy Dongmo, Blaise Blériot Koguep Njionou, Léonard Kwuida, Mathias Onabid. 495-508 [doi]
• Clustering Methods for Adaptive e-Commerce User InterfacesAdam Wasilewski, Mateusz Przyborowski. 511-525 [doi]
• Application of Federated Learning to Prediction of Patient Mortality in Vasculitis DiseaseJan G. Bazan, Pawel Milan, Stanislawa Bazan-Socha, Krzysztof Wójcik. 526-536 [doi]
• A Novel Hybrid Wind Speed Interval Prediction Model Using Rough Stacked Autoencoder and LSTMQiuyu Mei, Hong Yu, Guoyin Wang. 537-548 [doi]
• Navigational Strategies for Mobile Robots Using Rough Mereological Potential Fields and Weighted Distance to GoalAleksandra Szpakowska, Piotr Artiemjew, Wojciech Cybowski. 549-564 [doi]
• Handling Intra-class Dissimilarity and Inter-class Similarity for Imbalanced Skin Lesion Image ClassificationShengdan Hu, Zhifei Zhang, Jiemin Yang. 565-579 [doi]
• Link Prediction for Attribute and Structure Learning Based on Attention MechanismRenjuan Nie, Guoyin Wang 0001, Qun Liu, Chengxin Peng. 580-595 [doi]
• A New Data Model for Behavioral Based Anomaly Detection in IoT Device MonitoringMarcin Michalak 0001, Piotr Biczyk, Blazej Adamczyk, Maksym Brzeczek, Marek Hermansa, Iwona Kostorz, Lukasz Wawrowski, Michal Czerwinski. 599-611 [doi]
• Preventing Text Data Poisoning Attacks in Federated Machine Learning by an Encrypted Verification KeyMahdee Jodayree, Wenbo He, Ryszard Janicki. 612-626 [doi]
• Improving Detection Efficiency: Optimizing Block Size in the Local Outlier Factor (LOF) AlgorithmCzeslaw Horyn, Agnieszka Nowak-Brzezinska. 627-641 [doi]