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Rough sets = International Joint Conference, IJCRS 2025, Chongqing, China, May 11-13, 2025 : proceedings.. Part III /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Rough sets/ edited by Qinghua Zhang ... [et al.].
Reminder of title:	International Joint Conference, IJCRS 2025, Chongqing, China, May 11-13, 2025 : proceedings.
remainder title:	IJCRS 2025
other author:	Zhang, Qinghua.
corporate name:	International Joint Conference on Rough Sets
Published:	Cham :Springer Nature Switzerland : : 2025.,
Description:	xix, 482 p. :ill. (chiefly color), digital ;24 cm.
[NT 15003449]:	Three way Data Analytics and Decision. -- 3WOS: Finding the Pillars of Strength in Three way Oversampling with Density Clustering for Imbalanced Data Synthesis. -- Three way Conflict Analysis Based on Fuzzy Preference Conflict Situation. -- Granular ball SVM Based on Three way Decision. -- A Decision theoretic Formulation of Three way Conflict Analysis. -- Three way Conflict Analysis with Nonlinear Conflict Functions in Fuzzy Situation Tables. -- Three way Approximate Representation of Rough Fuzzy Multi granularity Knowledge Spaces Via Information Measure. -- Three Way Strategy Design for Conflict Analysis. -- Three way Conflict Analysis: Issue Reduction of Incomplete Three valued Situation Tables. -- New Models of Three way Conflict Analysis Based on Five Level Preferences. -- Three way Causal Structure Representation and Learning for Uncertainty. -- A Sequential Three way Decision Model Based on Uncertainty Measurement. -- Granular Ball Three way Decision for Robust Text Classification. -- Medicine and Health Data Mining. -- Interpretable Disease Progression Path for Next Admission Diagnosis Event Prediction in Healthcare Data via Hybrid Rule Transformer Network. -- ConformalRefiner: Retinal Vessel Topology Reconstruction via Conformal Risk Control. -- Multi view Fusion Enhanced Social Text Representation for Depression Detection. -- An Interpretable Framework for Pulmonary Nodule Malignancy Prediction. -- CMIF: A Cross Modal Information Fusion Approach for Molecular Property Prediction. -- Adversarial Transfer Learning for Predicting Drug Sensitivity in Single Cell Data. -- Pneumonia Detection in Chest X ray Images with Deep Learning. -- Attention Driven with Gaussian Processes for Weakly Supervised Hemorrhage Detection in Brain CT Scans. -- Applications of Deep Learning and Soft Computing. -- A User Oriented Perspective on Soft Clustering: Explainability and Uncertainty Quantification. -- Generative Negative Sample Enhancement Based Few shot Named Entity Recognition. -- Auxiliary Attributes guided Face Age Estimation. -- Steering Angle Prediction Based on Travelable Regions and Bio inspired Neural Circuit Policy. -- Multi exposure Correction via Feature Transfer and Calibration. -- Collaborative Optimization of Truck Drone Based on Multi Agent Reinforcement Learning. -- Two stage Multi modal Multi objective Algorithm Based on Dynamic Niche Updating. -- Predicting Medium Term Trends of Stock Market Indexes with Deep Learning. -- GA CtabDiff: Graph Augmented Diffusion Model for Mixed Type Tabular Data Generation. -- Affinity Based Semantic Collaborative Hashing for Image Retrieval. -- Graph Neural Networks with Direct Reach to Labeled Nodes. -- Recognizing Plastic Bottles on Water Surface Based on Flipping Transformation. -- A Multi level Tree Mapping for Hyper parameter Assigning in Network Representation Learning.
Contained By:	Springer Nature eBook
Subject:	Rough sets - Congresses. -
Online resource:	https://doi.org/10.1007/978-3-031-92741-6
ISBN:	9783031927416

Rough sets = International Joint Conference, IJCRS 2025, Chongqing, China, May 11-13, 2025 : proceedings.. Part III /
Rough setsInternational Joint Conference, IJCRS 2025, Chongqing, China, May 11-13, 2025 : proceedings.Part III /[electronic resource] :IJCRS 2025edited by Qinghua Zhang ... [et al.]. - Cham :Springer Nature Switzerland :2025. - xix, 482 p. :ill. (chiefly color), digital ;24 cm. - Lecture notes in computer science,157101611-3349 ;. - Lecture notes in computer science ;15710..

Three way Data Analytics and Decision. -- 3WOS: Finding the Pillars of Strength in Three way Oversampling with Density Clustering for Imbalanced Data Synthesis. -- Three way Conflict Analysis Based on Fuzzy Preference Conflict Situation. -- Granular ball SVM Based on Three way Decision. -- A Decision theoretic Formulation of Three way Conflict Analysis. -- Three way Conflict Analysis with Nonlinear Conflict Functions in Fuzzy Situation Tables. -- Three way Approximate Representation of Rough Fuzzy Multi granularity Knowledge Spaces Via Information Measure. -- Three Way Strategy Design for Conflict Analysis. -- Three way Conflict Analysis: Issue Reduction of Incomplete Three valued Situation Tables. -- New Models of Three way Conflict Analysis Based on Five Level Preferences. -- Three way Causal Structure Representation and Learning for Uncertainty. -- A Sequential Three way Decision Model Based on Uncertainty Measurement. -- Granular Ball Three way Decision for Robust Text Classification. -- Medicine and Health Data Mining. -- Interpretable Disease Progression Path for Next Admission Diagnosis Event Prediction in Healthcare Data via Hybrid Rule Transformer Network. -- ConformalRefiner: Retinal Vessel Topology Reconstruction via Conformal Risk Control. -- Multi view Fusion Enhanced Social Text Representation for Depression Detection. -- An Interpretable Framework for Pulmonary Nodule Malignancy Prediction. -- CMIF: A Cross Modal Information Fusion Approach for Molecular Property Prediction. -- Adversarial Transfer Learning for Predicting Drug Sensitivity in Single Cell Data. -- Pneumonia Detection in Chest X ray Images with Deep Learning. -- Attention Driven with Gaussian Processes for Weakly Supervised Hemorrhage Detection in Brain CT Scans. -- Applications of Deep Learning and Soft Computing. -- A User Oriented Perspective on Soft Clustering: Explainability and Uncertainty Quantification. -- Generative Negative Sample Enhancement Based Few shot Named Entity Recognition. -- Auxiliary Attributes guided Face Age Estimation. -- Steering Angle Prediction Based on Travelable Regions and Bio inspired Neural Circuit Policy. -- Multi exposure Correction via Feature Transfer and Calibration. -- Collaborative Optimization of Truck Drone Based on Multi Agent Reinforcement Learning. -- Two stage Multi modal Multi objective Algorithm Based on Dynamic Niche Updating. -- Predicting Medium Term Trends of Stock Market Indexes with Deep Learning. -- GA CtabDiff: Graph Augmented Diffusion Model for Mixed Type Tabular Data Generation. -- Affinity Based Semantic Collaborative Hashing for Image Retrieval. -- Graph Neural Networks with Direct Reach to Labeled Nodes. -- Recognizing Plastic Bottles on Water Surface Based on Flipping Transformation. -- A Multi level Tree Mapping for Hyper parameter Assigning in Network Representation Learning.

This three-volume set LNAI 15708-15709-15110 constitutes the proceedings of the International Joint Conference on Rough Sets, IJCRS 2025, held in Chongqing, China, during May 11-13, 2025. The 90 full papers included in these volumes were carefully reviewed and selected from 187 submissions. They are organized in topical sections as follows: Part I: Rough Set Models and Foundations; Fuzzy Rough Sets and Rough Fuzzy Sets; and Granular Computing. Part II: Rough Set Applications; Feature Selection and Knowledge Discovery; and Cognitive Computing. Part III: Three-way Data Analytics and Decision; Medicine and Health Data Mining; and Applications of Deep Learning and Soft Computing.

ISBN: 9783031927416

Standard No.: 10.1007/978-3-031-92741-6doiSubjects--Topical Terms:

845502
Rough sets
--Congresses.

LC Class. No.: QA248

Dewey Class. No.: 511.322

Rough sets = International Joint Conference, IJCRS 2025, Chongqing, China, May 11-13, 2025 : proceedings.. Part III /
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