Rough Sets : International Joint Conference, IJCRS 2024, Halifax, NS, Canada, May 17-20, 2024, Proceedings, Part II (Lecture Notes in Artificial Intelligence) / Hu, Mengjun (EDT)/ Cornelis, Chris (EDT)/ Zhang, Yan (EDT)

Rough Sets : International Joint Conference, IJCRS 2024, Halifax, NS, Canada, May 17-20, 2024, Proceedings, Part II (Lecture Notes in Artificial Intelligence) （2024）

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Rough Sets : International Joint Conference, IJCRS 2024, Halifax, NS, Canada, May 17-20, 2024, Proceedings, Part II (Lecture Notes in Artificial Intelligence) （2024）

Hu, Mengjun (EDT)/ Cornelis, Chris (EDT)/ Zhang, Yan (EDT)

ウェブストア価格 ¥17,231（本体¥15,665）
Springer International Publishing AG（2024/09発売）
外貨定価 US$ 84.99
ポイント 156pt

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製本 Paperback:紙装版/ペーパーバック版／ページ数 321 p.
言語 ENG
商品コード 9783031656675

Full Description

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.