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International Joint Conference on Rough Sets ((2024 :)

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Rough sets = International Joint Conference, IJCRS 2024, Halifax, NS, Canada, May 17-20, 2024 : proceedings.. Part II /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Rough sets/ edited by Mengjun Hu ... [et al.].
Reminder of title:	International Joint Conference, IJCRS 2024, Halifax, NS, Canada, May 17-20, 2024 : proceedings.
remainder title:	IJCRS 2024
other author:	Hu, Mengjun.
corporate name:	International Joint Conference on Rough Sets
Published:	Cham :Springer Nature Switzerland : : 2024.,
Description:	xxi, 326 p. :ill. (chiefly col.), digital ;24 cm.
[NT 15003449]:	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.
Contained By:	Springer Nature eBook
Subject:	Rough sets - Congresses. -
Online resource:	https://doi.org/10.1007/978-3-031-65668-2
ISBN:	9783031656682

Rough sets = International Joint Conference, IJCRS 2024, Halifax, NS, Canada, May 17-20, 2024 : proceedings.. Part II /
Rough setsInternational Joint Conference, IJCRS 2024, Halifax, NS, Canada, May 17-20, 2024 : proceedings.Part II /[electronic resource] :IJCRS 2024edited by Mengjun Hu ... [et al.]. - Cham :Springer Nature Switzerland :2024. - xxi, 326 p. :ill. (chiefly col.), digital ;24 cm. - Lecture notes in computer science,148401611-3349 ;. - Lecture notes in computer science ;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.

ISBN: 9783031656682

Standard No.: 10.1007/978-3-031-65668-2doiSubjects--Topical Terms:

845502
Rough sets
--Congresses.

LC Class. No.: QA248

Dewey Class. No.: 511.322

Rough sets = International Joint Conference, IJCRS 2024, Halifax, NS, Canada, May 17-20, 2024 : proceedings.. Part II /
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520 $a 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.
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