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;…mehr
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.
.- 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.
.- 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.
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