Rough Sets International Joint Conference, IJCRS 2024, Halifax, NS, Canada, May 17-20, 2024, Proceedings, Part II /
Rough Sets International Joint Conference, IJCRS 2024, Halifax, NS, Canada, May 17-20, 2024, Proceedings, Part II / [electronic resource] :
edited by Mengjun Hu, Chris Cornelis, Yan Zhang, Pawan Lingras, Dominik Ślęzak, JingTao Yao.
- 1st ed. 2024.
- XXI, 326 p. 84 illus., 64 illus. in color. online resource.
- Lecture Notes in Artificial Intelligence, 14840 2945-9141 ; .
- Lecture Notes in Artificial Intelligence, 14840 .
Three-Way Decision and Rough Sets. -- The Visual Analysis of Three-way Decision based on Decision-theoretic Rough Set: A Perspective of Fusing Two-way Decision Pair. -- Triangular Fuzzy Number Intuitionistic Fuzzy Covering Rough Sets and Applications to Decision Making. -- Three-way Decision of Granular-ball Rough Sets based on Fuzziness. -- Three-Way Decision in Data Analytics. -- Three-way Cost-Performance Approximate Attribute Reduction. -- Granular Approximations of Partially-Known Concepts. -- Robust Online Satellite Video Object Tracking with Self-adoption Uncertainty. -- Three-way Hybrid Sampling using Granular Balls for Imbalanced Classification. -- Identifying Important Concepts in the Concept Lattice based on Concept Indices and Complex Network Analysis. -- Result-fusion-based Temporal-spatial Composite Sequential Three-way Decisions. -- Three-Way Decision in Broad Senses. -- A Machine-People-Government Triangular Model of Smart Agriculture. -- Three-way Bibliometrics Analytics for Supporting Literature Review. -- Approximate Criterion Reduction in Multi-Criteria Trilevel Ranking Analysis. -- New models of three-way conflict analysis based on decision-theoretic rough sets. -- Three-way Conflict Analysis with Negative Feedback. -- Rental Market Data Mining. -- Estate 360: AI-Driven Centralized Real Estate Platform. -- Housing Rental Information Management and Prediction System based on CatBoost Algorithm - a Case Study of Halifax Region. -- A Novel Approach to Rental Market Analysis for Property Management Firms using Large Language Models and Machine Learning. -- Applications of Deep Learning and Soft Computing. -- Clinical Medical Test Decision-making of Liver Disease using Granular-ball Rough Set. -- Lung Cancer Risk Prediction Model Trained with Multi-source Data. -- Advancing ITS Applications with LLMs: A Survey on Traffic Management, Transportation Safety, and Autonomous Driving. -- Automated Brain Tumor Classification with Deep Learning.
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.
9783031656682
Data mining.
Social sciences--Data processing.
Artificial intelligence.
Data Mining and Knowledge Discovery.
Computer Application in Social and Behavioral Sciences.
Artificial Intelligence.
QA76.9.D343
006.312
Three-Way Decision and Rough Sets. -- The Visual Analysis of Three-way Decision based on Decision-theoretic Rough Set: A Perspective of Fusing Two-way Decision Pair. -- Triangular Fuzzy Number Intuitionistic Fuzzy Covering Rough Sets and Applications to Decision Making. -- Three-way Decision of Granular-ball Rough Sets based on Fuzziness. -- Three-Way Decision in Data Analytics. -- Three-way Cost-Performance Approximate Attribute Reduction. -- Granular Approximations of Partially-Known Concepts. -- Robust Online Satellite Video Object Tracking with Self-adoption Uncertainty. -- Three-way Hybrid Sampling using Granular Balls for Imbalanced Classification. -- Identifying Important Concepts in the Concept Lattice based on Concept Indices and Complex Network Analysis. -- Result-fusion-based Temporal-spatial Composite Sequential Three-way Decisions. -- Three-Way Decision in Broad Senses. -- A Machine-People-Government Triangular Model of Smart Agriculture. -- Three-way Bibliometrics Analytics for Supporting Literature Review. -- Approximate Criterion Reduction in Multi-Criteria Trilevel Ranking Analysis. -- New models of three-way conflict analysis based on decision-theoretic rough sets. -- Three-way Conflict Analysis with Negative Feedback. -- Rental Market Data Mining. -- Estate 360: AI-Driven Centralized Real Estate Platform. -- Housing Rental Information Management and Prediction System based on CatBoost Algorithm - a Case Study of Halifax Region. -- A Novel Approach to Rental Market Analysis for Property Management Firms using Large Language Models and Machine Learning. -- Applications of Deep Learning and Soft Computing. -- Clinical Medical Test Decision-making of Liver Disease using Granular-ball Rough Set. -- Lung Cancer Risk Prediction Model Trained with Multi-source Data. -- Advancing ITS Applications with LLMs: A Survey on Traffic Management, Transportation Safety, and Autonomous Driving. -- Automated Brain Tumor Classification with Deep Learning.
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.
9783031656682
Data mining.
Social sciences--Data processing.
Artificial intelligence.
Data Mining and Knowledge Discovery.
Computer Application in Social and Behavioral Sciences.
Artificial Intelligence.
QA76.9.D343
006.312
