Rough Sets
Springer International Publishing (Verlag)
978-3-031-65667-5 (ISBN)
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.
| Erscheinungsdatum | 26.07.2024 |
|---|---|
| Reihe/Serie | Lecture Notes in Artificial Intelligence | Lecture Notes in Computer Science |
| Zusatzinfo | XXI, 326 p. 84 illus., 64 illus. in color. |
| Verlagsort | Cham |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Themenwelt | Informatik ► Datenbanken ► Data Warehouse / Data Mining |
| Schlagworte | Applied Computing • Approximate Reasoning • Big Data Analytics • Clustering • Data Mining • Data Science • Decision Analysis • Decision Support Systems • Deep learning • formal concept analysis • fuzzy rough sets • Fuzzy Sets • Granular Computing • information systems • Intelligent Systems • Knowledge Discovery • Knowledge Representation and Reasoning • machine learning approaches • Rough Sets • three-way decision |
| ISBN-10 | 3-031-65667-9 / 3031656679 |
| ISBN-13 | 978-3-031-65667-5 / 9783031656675 |
| Zustand | Neuware |
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