Rough Sets [electronic resource] : International Joint Conference, IJCRS 2024, Halifax, NS, Canada, May 17-20, 2024, Proceedings, Part II / edited by Mengjun Hu, Chris Cornelis, Yan Zhang, Pawan Lingras, Dominik Ślęzak, JingTao Yao.

Colaborador(es): Hu, Mengjun [editor.] | Cornelis, Chris [editor.] | Zhang, Yan [editor.] | Lingras, Pawan [editor.] | Ślęzak, Dominik [editor.] | Yao, JingTao [editor.] | SpringerLink (Online service)Tipo de material: TextoTextoSeries Lecture Notes in Artificial Intelligence ; 14840Editor: Cham : Springer Nature Switzerland : Imprint: Springer, 2024Edición: 1st ed. 2024Descripción: XXI, 326 p. 84 illus., 64 illus. in color. online resourceTipo de contenido: text Tipo de medio: computer Tipo de portador: online resourceISBN: 9783031656682Tema(s): Data mining | Social sciences -- Data processing | Artificial intelligence | Data Mining and Knowledge Discovery | Computer Application in Social and Behavioral Sciences | Artificial IntelligenceFormatos físicos adicionales: Printed edition:: Sin título; Printed edition:: Sin títuloClasificación CDD: 006.312 Clasificación LoC:QA76.9.D343Recursos en línea: Libro electrónicoTexto
Contenidos:
-- 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.
En: Springer Nature eBookResumen: 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.
Star ratings
    Valoración media: 0.0 (0 votos)
Existencias
Tipo de ítem Biblioteca actual Colección Signatura Copia número Estado Fecha de vencimiento Código de barras
Libro Electrónico Biblioteca Electrónica
Colección de Libros Electrónicos 1 No para préstamo

-- 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.

UABC ; Perpetuidad

Con tecnología Koha