TY  - BOOK
AU  - Hu,Mengjun
AU  - Cornelis,Chris
AU  - Zhang,Yan
AU  - Lingras,Pawan
AU  - Ślęzak,Dominik
AU  - Yao,JingTao
ED  - SpringerLink (Online service)
TI  - Rough Sets: International Joint Conference, IJCRS 2024, Halifax, NS, Canada, May 17-20, 2024, Proceedings, Part I 
T2  - Lecture Notes in Artificial Intelligence,
SN  - 9783031656651
AV  - Q334-342 
U1  - 006.3 23
PY  - 2024///
CY  - Cham
PB  - Springer Nature Switzerland, Imprint: Springer
KW  - Artificial intelligence
KW  - Data mining
KW  - Social sciences
KW  - Data processing
KW  - Artificial Intelligence
KW  - Data Mining and Knowledge Discovery
KW  - Computer Application in Social and Behavioral Sciences
N1  -  -- Rough Set Models and Foundations.  -- Mapper-Based Rough Sets.  -- On Tolerance-based Rough Set Operators and Their Covering Generalizations.  -- Parametrized γ-Decision Valuation for Variable Precision Rough Set Model.  -- Rough Algebraic Semantics of Concepts in Distributed Cognition Perspective.  -- Description logic for rough concepts.  -- Rule Induction and Machine Learning.  -- Greedy Algorithm for Construction of Deterministic Decision Trees for Conventional Decision Tables from Closed Classes.  -- Study of Dependency Degree and Bayesian Networks for Conflict Scenarios.  -- Consideration of Detecting Data and Functional Dependency in Tabular Data with Missing Values by the Obtained Rules..  -- Distance-Based Fuzzy-Rough Sets and Their Application To The Classification Problem.  -- Dealing with Missing Values Meaning Unknown in Probabilistic Approximations.  -- On Complexity of Deterministic and Nondeterministic Decision Trees for Decision Tables with Many-valued Decisions from Closed Classes.  -- Simulating Functioning of Decision Trees for Tasks on Decision Rule Systems.  -- RIONIDA: A Novel Algorithm for Imbalanced Data Combining Instance-Based Learning and Rule Induction.  -- Granular Computing.  -- Information System in the Light of Interactive Granular Computing.  -- GBTWSVM: Granular-ball Twin Support Vector Machine.  -- Fuzzy Granular-balls based Spectral Clustering.  -- A Vector Is a Granule: A Novel Extension of the Variable Precision Rough Set Model.  -- Rough Set Applications.  -- Cross-Weighting Knowledge Distillation for Object Detection.  -- A Method of Multi-USV Reward Design Using Fuzzy Control.  -- Hyp-DAN: Hyperbolic Distance-aware Attention Networks.  -- Optimizing Rough Set Flow Graph Inference.  -- Multimodal Propaganda Detection in Memes with Tolerance-based Soft Computing Method
N2  - This two-volume set LNAI 14839-14840 constitutes the refereed proceedings of the International Joint Conference on Rough Sets, IJCRS 2024, held in Halifax, NS, Canada, during May 17-20, 2024. The 43 full papers included in this book were carefully reviewed and selected from 56 submissions. They are organized in topical sections as follows: Part I: Rough Set Models and Foundations; Rule Induction and Machine Learning; Granular Computing; and Rough Set Applications. Part II: Three-Way Decision and Rough Sets; Three-Way Decision in Data Analytics; Three-Way Decision in Broad Senses; Rental Market Data Mining; and Applications of Deep Learning and Soft Computing
UR  - http://libcon.rec.uabc.mx:2048/login?url=https://doi.org/10.1007/978-3-031-65665-1
ER  -