Description

Book Synopsis

.- 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.

Rough Sets

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    £64.99

    Includes FREE delivery

    Order before 4pm today for delivery by Mon 15 Jun 2026.

    A Paperback by Qinghua Zhang

    15 in stock


      View other formats and editions of Rough Sets by Qinghua Zhang

      Publisher: Springer
      Publication Date: 5/13/2025
      ISBN13: 9783031927409, 978-3031927409
      ISBN10: 3031927400

      Description

      Book Synopsis

      .- 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.

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