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Rough Set and Knowledge Technology [[electronic resource] ] : 6th International Conference, RSKT 2011, Banff, Canada, October 9-12, 2011, Proceedings / / edited by JingTao Yao, Sheela Ramanna, Guoyin Wang, Zbigniew Suraj
| Rough Set and Knowledge Technology [[electronic resource] ] : 6th International Conference, RSKT 2011, Banff, Canada, October 9-12, 2011, Proceedings / / edited by JingTao Yao, Sheela Ramanna, Guoyin Wang, Zbigniew Suraj |
| Edizione | [1st ed. 2011.] |
| Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2011 |
| Descrizione fisica | 1 online resource (XVIII, 771 p.) |
| Disciplina | 006.3 |
| Collana | Lecture Notes in Artificial Intelligence |
| Soggetto topico |
Artificial intelligence
Data mining Database management Mathematical logic Computers Pattern recognition Artificial Intelligence Data Mining and Knowledge Discovery Database Management Mathematical Logic and Formal Languages Computation by Abstract Devices Pattern Recognition |
| ISBN | 3-642-24425-4 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNISA-996465564703316 |
| Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2011 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Rough Sets : International Joint Conference, IJCRS 2024, Halifax, NS, Canada, May 17–20, 2024, Proceedings, Part I / / edited by Mengjun Hu, Chris Cornelis, Yan Zhang, Pawan Lingras, Dominik Ślęzak, JingTao Yao
| Rough Sets : International Joint Conference, IJCRS 2024, Halifax, NS, Canada, May 17–20, 2024, Proceedings, Part I / / edited by Mengjun Hu, Chris Cornelis, Yan Zhang, Pawan Lingras, Dominik Ślęzak, JingTao Yao |
| Autore | Hu Mengjun |
| Edizione | [1st ed. 2024.] |
| Pubbl/distr/stampa | Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2024 |
| Descrizione fisica | 1 online resource (384 pages) |
| Disciplina | 006.3 |
| Altri autori (Persone) |
CornelisChris
ZhangYan LingrasPawan ŚlęzakDominik YaoJingTao |
| Collana | Lecture Notes in Artificial Intelligence |
| Soggetto topico |
Artificial intelligence
Data mining Social sciences - Data processing Artificial Intelligence Data Mining and Knowledge Discovery Computer Application in Social and Behavioral Sciences Conjunts aproximats |
| Soggetto genere / forma |
Congressos
Llibres electrònics |
| ISBN |
9783031656651
3031656652 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | -- Rough Set Models and Foundations. -- Mapper-Based Rough Sets. -- On Tolerance-based Rough Set Operators and Their Covering Generalizations. -- Parametrized γ-Decision Valuation for Variable Precision Rough Set Model. -- Rough Algebraic Semantics of Concepts in Distributed Cognition Perspective. -- Description logic for rough concepts. -- Rule Induction and Machine Learning. -- Greedy Algorithm for Construction of Deterministic Decision Trees for Conventional Decision Tables from Closed Classes. -- Study of Dependency Degree and Bayesian Networks for Conflict Scenarios. -- Consideration of Detecting Data and Functional Dependency in Tabular Data with Missing Values by the Obtained Rules.. -- Distance-Based Fuzzy-Rough Sets and Their Application To The Classification Problem. -- Dealing with Missing Values Meaning Unknown in Probabilistic Approximations. -- On Complexity of Deterministic and Nondeterministic Decision Trees for Decision Tables with Many-valued Decisions from Closed Classes. -- Simulating Functioning of Decision Trees for Tasks on Decision Rule Systems. -- RIONIDA: A Novel Algorithm for Imbalanced Data Combining Instance-Based Learning and Rule Induction. -- Granular Computing. -- Information System in the Light of Interactive Granular Computing. -- GBTWSVM: Granular-ball Twin Support Vector Machine. -- Fuzzy Granular-balls based Spectral Clustering. -- A Vector Is a Granule: A Novel Extension of the Variable Precision Rough Set Model. -- Rough Set Applications. -- Cross-Weighting Knowledge Distillation for Object Detection. -- A Method of Multi-USV Reward Design Using Fuzzy Control. -- Hyp-DAN: Hyperbolic Distance-aware Attention Networks. -- Optimizing Rough Set Flow Graph Inference. -- Multimodal Propaganda Detection in Memes with Tolerance-based Soft Computing Method. |
| Record Nr. | UNINA-9910878060803321 |
Hu Mengjun
|
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| Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2024 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Rough Sets : International Joint Conference, IJCRS 2025, Chongqing, China, May 11–13, 2025, Proceedings, Part I / / edited by Qinghua Zhang, Christopher Henry, Richard Jensen, Xinbo Gao, Guoyin Wang, JingTao Yao, Chris Cornelis, Shuyin Xia
| Rough Sets : International Joint Conference, IJCRS 2025, Chongqing, China, May 11–13, 2025, Proceedings, Part I / / edited by Qinghua Zhang, Christopher Henry, Richard Jensen, Xinbo Gao, Guoyin Wang, JingTao Yao, Chris Cornelis, Shuyin Xia |
| Edizione | [1st ed. 2025.] |
| Pubbl/distr/stampa | Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2025 |
| Descrizione fisica | 1 online resource (XXVII, 438 p. 95 illus., 67 illus. in color.) |
| Disciplina | 006.3 |
| Collana | Lecture Notes in Artificial Intelligence |
| Soggetto topico |
Artificial intelligence
Data mining Social sciences - Data processing Artificial Intelligence Data Mining and Knowledge Discovery Computer Application in Social and Behavioral Sciences |
| ISBN | 3-031-92747-8 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | -- Rough Set Models and Foundations. -- A Proposal of The Sub attributes Based β Dependency in Rough Sets and Its Calculation. -- Triadic Patterns for Explainable Artificial Intelligence. -- Rough Shadowed Set: Hybridization of Rough Set and Shadowed Set. -- An Analysis of The Efficacy of Rough Set Models within The Framework of Binary Information Tables. -- A Novel Weighted k nearest Neighborhood Rough Set Approach for Interval valued Decision Information System. . A Class specific Attribute Reduction Acceleration Algorithm Based on Neighborhood Rough Set. -- Optimal Scale Selections of Inconsistent Generalized Multi scale Ordered Decision Information Systems with Multi-scale Decision Attributes Based on The Set valued Dominance Matrix. -- New Insights into Reduction Theory: Building on Concept Reduction. -- Fuzzy Rough Sets and Rough Fuzzy Sets. -- Fuzzy Clustering Ensemble Method Based on Dempster-Shafer Theory. -- Attribute Reduction Method of Fuzzy Rough Sets Based on Improved Overlap Degree. -- Intuitionistic Fuzzy Clustering Indexes Based on Generalized Fuzzy Orthopartitions. -- Virtual Exposure Bracketing for HDR Imaging with Fuzzy Membership. -- Attribute Reduction in Multi scale Fuzzy Decision Systems. -- Tri Training with Granular ball in Weighted Fuzzy Rough Sets. -- On q Rung Orthopair Fuzzy Rough Generalized Dombi Aggregation Operators. -- Optimising The Attribute Order in Fuzzy Rough Rule Induction. -- Multi Criteria Attribute Ranking Based on Rough Sets and Interval valued Fuzzy Sets. -- Granular Computing. -- MGSM CAN: Multi-granularity Semantic Margin Cross Annotation Network. -- Hierarchical Multi label Attribute Reduction Based on Granular-ball. -- Similarity Measurement and Application of Normal Clouds Based on Bhattacharyya Distance. -- The Description of Isomorphism Between Concept Lattices Based on The Special Datas. -- Multi view Graph Convolutional Network Via Granular ball Computing. -- Fuzzy Rough Outlier Detection Method in Two layer Granular Ball Space. -- Unsupervised Granular ball Partitioning Algorithm Based on KL Divergence. -- MOGBC: Multi objective Driven Granular Ball Clustering. -- Fast Minimum Spanning Tree Clustering Algorithm Based on Granular ball Computing. -- Improved Distance Measure of Intuitionistic Fuzzy Sets and Its Application in Pattern Recognition. |
| Record Nr. | UNINA-9911002558903321 |
| Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2025 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Rough Sets : International Joint Conference, IJCRS 2025, Chongqing, China, May 11–13, 2025, Proceedings, Part II / / edited by Qinghua Zhang, Christopher Henry, Richard Jensen, Xinbo Gao, Guoyin Wang, JingTao Yao, Chris Cornelis, Shuyin Xia
| Rough Sets : International Joint Conference, IJCRS 2025, Chongqing, China, May 11–13, 2025, Proceedings, Part II / / edited by Qinghua Zhang, Christopher Henry, Richard Jensen, Xinbo Gao, Guoyin Wang, JingTao Yao, Chris Cornelis, Shuyin Xia |
| Edizione | [1st ed. 2025.] |
| Pubbl/distr/stampa | Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2025 |
| Descrizione fisica | 1 online resource (XIX, 454 p. 146 illus., 78 illus. in color.) |
| Disciplina | 006.3 |
| Collana | Lecture Notes in Artificial Intelligence |
| Soggetto topico |
Artificial intelligence
Data mining Social sciences - Data processing Artificial Intelligence Data Mining and Knowledge Discovery Computer Application in Social and Behavioral Sciences |
| ISBN | 3-031-92744-3 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | -- Rough Set Applications. -- Comparison of Complexity of Regular and Oblivious Decision Trees for Decision Tables from Closed Classes. -- Applying Rough Set based Feature Selection Method to Spam Classification. -- What Is Inside Agent Brain: Application of Learning from Examples Using Rough Sets (LEM2) Rule Induction Algorithm to Explain Actions of Vision based Machine Learning Agents Trained with Proximal Policy Optimization. -- Quick Neighborhood Rough Set for Hierarchical Classification. -- (θ，θ*) Operator Driven Intuitionistic Fuzzy Matrix Composite Operation and Its Optimal Application in Medical Diagnosis. -- User and Item sub contexts Induced Fuzzy Concept Set for Recommendation. -- Rough Set Theory Applied to Feature Selection. -- Fusing Land Use Knowledge with Multi granularity Temporal and Spatial Dependencies for Traffic Accident Prediction. -- A Hybrid Multi attribute Group Decision making Method Using Normal Cloud Model and Multi granularity Information. -- Anomaly Detection Using Fuzzy Information Entropy for Incomplete Data. -- Feature Selection and Knowledge Discovery. -- Feature Selection Based on Cross Neighborhood Granular Ball Layer. -- A Dynamic Unsupervised Feature Selection Method Based on Information Sets and Fuzzy Rough Sets. -- Distance guided Pseudo Label Graph Clustering Network. -- Robust Feature Selection Based on Intuitionistic Hesitant Fuzzy Cross Correlation and Manifold Learning. -- Adaptive Correlation Incorporated Latent Feature Analysis for Online Sparse Streaming Feature Selection. -- Accelerated Feature Selection Based on Granular ball Rough Sets. -- Online Multi label Stream Feature Selection Based on Neighborhood Approximation Error Rate and Label Correlation. -- Cross view Fuzziness and Intra view Uncertainty based Weight Reconstruction for Multi view Feature Selection. -- Finding Consistent Pairwise Comparisons with Genetic Algorithms. -- Multi view Unsupervised Feature Selection Guided by Diversity and Consensus Structure. -- Cognitive Computing. -- Legal Similar Case Retrieval Model Based on Concept Tree and Optimal Transport. -- Enhancing Knowledge Tracing via Random Layer wise Adversarial Training. -- Incomplete Multi view Clustering Based on Joint Concept Decomposition and Anchor Graph Learning. -- Frequency sensitive Sparse Transformer with Multi Granularity Refinement Network for Image Restoration. -- TSKE: A Dual Branch Model for Knowledge Graph Embedding with Joint Textual and Structural Information. -- Efficient Local Causal Structure Learning with Privacy Preservation. -- The Connections Between Approximate Three way Concept Lattice and Three way Approximate Concept Lattices. -- Concept Oriented Attribute Reduction in Three way Concept Analysis. -- Deterministic and Nondeterministic Decision Trees for Recognition of Properties of Decision Rule Systems. -- Concept Reduction Method Based on Attribute (Object) Reduction. |
| Record Nr. | UNINA-9911002555503321 |
| Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2025 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Rough Sets : International Joint Conference, IJCRS 2025, Chongqing, China, May 11–13, 2025, Proceedings, Part III / / edited by Qinghua Zhang, Christopher Henry, Richard Jensen, Xinbo Gao, Guoyin Wang, JingTao Yao, Chris Cornelis, Shuyin Xia
| Rough Sets : International Joint Conference, IJCRS 2025, Chongqing, China, May 11–13, 2025, Proceedings, Part III / / edited by Qinghua Zhang, Christopher Henry, Richard Jensen, Xinbo Gao, Guoyin Wang, JingTao Yao, Chris Cornelis, Shuyin Xia |
| Edizione | [1st ed. 2025.] |
| Pubbl/distr/stampa | Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2025 |
| Descrizione fisica | 1 online resource (XIX, 482 p. 107 illus., 94 illus. in color.) |
| Disciplina | 006.3 |
| Collana | Lecture Notes in Artificial Intelligence |
| Soggetto topico |
Artificial intelligence
Data mining Social sciences - Data processing Artificial Intelligence Data Mining and Knowledge Discovery Computer Application in Social and Behavioral Sciences |
| ISBN | 3-031-92741-9 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | -- 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. |
| Record Nr. | UNINA-9911002555703321 |
| Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2025 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Rough Sets : International Joint Conference, IJCRS 2025, Chongqing, China, May 11–13, 2025, Proceedings, Part I / / edited by Qinghua Zhang, Christopher Henry, Richard Jensen, Xinbo Gao, Guoyin Wang, JingTao Yao, Chris Cornelis, Shuyin Xia
| Rough Sets : International Joint Conference, IJCRS 2025, Chongqing, China, May 11–13, 2025, Proceedings, Part I / / edited by Qinghua Zhang, Christopher Henry, Richard Jensen, Xinbo Gao, Guoyin Wang, JingTao Yao, Chris Cornelis, Shuyin Xia |
| Edizione | [1st ed. 2025.] |
| Pubbl/distr/stampa | Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2025 |
| Descrizione fisica | 1 online resource (XXVII, 438 p. 95 illus., 67 illus. in color.) |
| Disciplina | 006.3 |
| Collana | Lecture Notes in Artificial Intelligence |
| Soggetto topico |
Artificial intelligence
Data mining Social sciences - Data processing Artificial Intelligence Data Mining and Knowledge Discovery Computer Application in Social and Behavioral Sciences |
| ISBN | 3-031-92747-8 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | -- Rough Set Models and Foundations. -- A Proposal of The Sub attributes Based β Dependency in Rough Sets and Its Calculation. -- Triadic Patterns for Explainable Artificial Intelligence. -- Rough Shadowed Set: Hybridization of Rough Set and Shadowed Set. -- An Analysis of The Efficacy of Rough Set Models within The Framework of Binary Information Tables. -- A Novel Weighted k nearest Neighborhood Rough Set Approach for Interval valued Decision Information System. . A Class specific Attribute Reduction Acceleration Algorithm Based on Neighborhood Rough Set. -- Optimal Scale Selections of Inconsistent Generalized Multi scale Ordered Decision Information Systems with Multi-scale Decision Attributes Based on The Set valued Dominance Matrix. -- New Insights into Reduction Theory: Building on Concept Reduction. -- Fuzzy Rough Sets and Rough Fuzzy Sets. -- Fuzzy Clustering Ensemble Method Based on Dempster-Shafer Theory. -- Attribute Reduction Method of Fuzzy Rough Sets Based on Improved Overlap Degree. -- Intuitionistic Fuzzy Clustering Indexes Based on Generalized Fuzzy Orthopartitions. -- Virtual Exposure Bracketing for HDR Imaging with Fuzzy Membership. -- Attribute Reduction in Multi scale Fuzzy Decision Systems. -- Tri Training with Granular ball in Weighted Fuzzy Rough Sets. -- On q Rung Orthopair Fuzzy Rough Generalized Dombi Aggregation Operators. -- Optimising The Attribute Order in Fuzzy Rough Rule Induction. -- Multi Criteria Attribute Ranking Based on Rough Sets and Interval valued Fuzzy Sets. -- Granular Computing. -- MGSM CAN: Multi-granularity Semantic Margin Cross Annotation Network. -- Hierarchical Multi label Attribute Reduction Based on Granular-ball. -- Similarity Measurement and Application of Normal Clouds Based on Bhattacharyya Distance. -- The Description of Isomorphism Between Concept Lattices Based on The Special Datas. -- Multi view Graph Convolutional Network Via Granular ball Computing. -- Fuzzy Rough Outlier Detection Method in Two layer Granular Ball Space. -- Unsupervised Granular ball Partitioning Algorithm Based on KL Divergence. -- MOGBC: Multi objective Driven Granular Ball Clustering. -- Fast Minimum Spanning Tree Clustering Algorithm Based on Granular ball Computing. -- Improved Distance Measure of Intuitionistic Fuzzy Sets and Its Application in Pattern Recognition. |
| Record Nr. | UNISA-996660361703316 |
| Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2025 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Rough Sets : International Joint Conference, IJCRS 2025, Chongqing, China, May 11–13, 2025, Proceedings, Part III / / edited by Qinghua Zhang, Christopher Henry, Richard Jensen, Xinbo Gao, Guoyin Wang, JingTao Yao, Chris Cornelis, Shuyin Xia
| Rough Sets : International Joint Conference, IJCRS 2025, Chongqing, China, May 11–13, 2025, Proceedings, Part III / / edited by Qinghua Zhang, Christopher Henry, Richard Jensen, Xinbo Gao, Guoyin Wang, JingTao Yao, Chris Cornelis, Shuyin Xia |
| Edizione | [1st ed. 2025.] |
| Pubbl/distr/stampa | Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2025 |
| Descrizione fisica | 1 online resource (XIX, 482 p. 107 illus., 94 illus. in color.) |
| Disciplina | 006.3 |
| Collana | Lecture Notes in Artificial Intelligence |
| Soggetto topico |
Artificial intelligence
Data mining Social sciences - Data processing Artificial Intelligence Data Mining and Knowledge Discovery Computer Application in Social and Behavioral Sciences |
| ISBN | 3-031-92741-9 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | -- 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. |
| Record Nr. | UNISA-996660367803316 |
| Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2025 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Rough Sets : International Joint Conference, IJCRS 2025, Chongqing, China, May 11–13, 2025, Proceedings, Part II / / edited by Qinghua Zhang, Christopher Henry, Richard Jensen, Xinbo Gao, Guoyin Wang, JingTao Yao, Chris Cornelis, Shuyin Xia
| Rough Sets : International Joint Conference, IJCRS 2025, Chongqing, China, May 11–13, 2025, Proceedings, Part II / / edited by Qinghua Zhang, Christopher Henry, Richard Jensen, Xinbo Gao, Guoyin Wang, JingTao Yao, Chris Cornelis, Shuyin Xia |
| Edizione | [1st ed. 2025.] |
| Pubbl/distr/stampa | Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2025 |
| Descrizione fisica | 1 online resource (XIX, 454 p. 146 illus., 78 illus. in color.) |
| Disciplina | 006.3 |
| Collana | Lecture Notes in Artificial Intelligence |
| Soggetto topico |
Artificial intelligence
Data mining Social sciences - Data processing Artificial Intelligence Data Mining and Knowledge Discovery Computer Application in Social and Behavioral Sciences |
| ISBN | 3-031-92744-3 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | -- Rough Set Applications. -- Comparison of Complexity of Regular and Oblivious Decision Trees for Decision Tables from Closed Classes. -- Applying Rough Set based Feature Selection Method to Spam Classification. -- What Is Inside Agent Brain: Application of Learning from Examples Using Rough Sets (LEM2) Rule Induction Algorithm to Explain Actions of Vision based Machine Learning Agents Trained with Proximal Policy Optimization. -- Quick Neighborhood Rough Set for Hierarchical Classification. -- (θ，θ*) Operator Driven Intuitionistic Fuzzy Matrix Composite Operation and Its Optimal Application in Medical Diagnosis. -- User and Item sub contexts Induced Fuzzy Concept Set for Recommendation. -- Rough Set Theory Applied to Feature Selection. -- Fusing Land Use Knowledge with Multi granularity Temporal and Spatial Dependencies for Traffic Accident Prediction. -- A Hybrid Multi attribute Group Decision making Method Using Normal Cloud Model and Multi granularity Information. -- Anomaly Detection Using Fuzzy Information Entropy for Incomplete Data. -- Feature Selection and Knowledge Discovery. -- Feature Selection Based on Cross Neighborhood Granular Ball Layer. -- A Dynamic Unsupervised Feature Selection Method Based on Information Sets and Fuzzy Rough Sets. -- Distance guided Pseudo Label Graph Clustering Network. -- Robust Feature Selection Based on Intuitionistic Hesitant Fuzzy Cross Correlation and Manifold Learning. -- Adaptive Correlation Incorporated Latent Feature Analysis for Online Sparse Streaming Feature Selection. -- Accelerated Feature Selection Based on Granular ball Rough Sets. -- Online Multi label Stream Feature Selection Based on Neighborhood Approximation Error Rate and Label Correlation. -- Cross view Fuzziness and Intra view Uncertainty based Weight Reconstruction for Multi view Feature Selection. -- Finding Consistent Pairwise Comparisons with Genetic Algorithms. -- Multi view Unsupervised Feature Selection Guided by Diversity and Consensus Structure. -- Cognitive Computing. -- Legal Similar Case Retrieval Model Based on Concept Tree and Optimal Transport. -- Enhancing Knowledge Tracing via Random Layer wise Adversarial Training. -- Incomplete Multi view Clustering Based on Joint Concept Decomposition and Anchor Graph Learning. -- Frequency sensitive Sparse Transformer with Multi Granularity Refinement Network for Image Restoration. -- TSKE: A Dual Branch Model for Knowledge Graph Embedding with Joint Textual and Structural Information. -- Efficient Local Causal Structure Learning with Privacy Preservation. -- The Connections Between Approximate Three way Concept Lattice and Three way Approximate Concept Lattices. -- Concept Oriented Attribute Reduction in Three way Concept Analysis. -- Deterministic and Nondeterministic Decision Trees for Recognition of Properties of Decision Rule Systems. -- Concept Reduction Method Based on Attribute (Object) Reduction. |
| Record Nr. | UNISA-996660358603316 |
| Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2025 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Rough sets : international joint conference, IJCRS 2022, Suzhou, China, November 11-14, 2022, proceedings / / edited by JingTao Yao [and five others]
| Rough sets : international joint conference, IJCRS 2022, Suzhou, China, November 11-14, 2022, proceedings / / edited by JingTao Yao [and five others] |
| Pubbl/distr/stampa | Cham, Switzerland : , : Springer, , [2022] |
| Descrizione fisica | 1 online resource (445 pages) |
| Disciplina | 511.32 |
| Collana | Lecture Notes in Computer Science Ser. |
| Soggetto topico | Rough sets |
| ISBN | 3-031-21244-4 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNISA-996500064503316 |
| Cham, Switzerland : , : Springer, , [2022] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Rough Sets : International Joint Conference, IJCRS 2022, Suzhou, China, November 11–14, 2022, Proceedings / / edited by JingTao Yao, Hamido Fujita, Xiaodong Yue, Duoqian Miao, Jerzy Grzymala-Busse, Fanzhang Li
| Rough Sets : International Joint Conference, IJCRS 2022, Suzhou, China, November 11–14, 2022, Proceedings / / edited by JingTao Yao, Hamido Fujita, Xiaodong Yue, Duoqian Miao, Jerzy Grzymala-Busse, Fanzhang Li |
| Edizione | [1st ed. 2022.] |
| Pubbl/distr/stampa | Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2022 |
| Descrizione fisica | 1 online resource (445 pages) |
| Disciplina |
511.32
511.322 |
| Collana | Lecture Notes in Artificial Intelligence |
| Soggetto topico |
Artificial intelligence
Data mining Social sciences—Data processing Artificial Intelligence Data Mining and Knowledge Discovery Computer Application in Social and Behavioral Sciences Conjunts aproximats Aprenentatge automàtic |
| Soggetto genere / forma |
Congressos
Llibres electrònics |
| ISBN | 3-031-21244-4 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Invited Papers, IRSS President Forum -- Orthopartitions in Knowledge Representation and Machine Learning -- Rough Sets and Fuzzy Sets in Interactive Granular Computing -- MGCC: Multi-Granularity Cognitive Computing -- Three-way decision, three-world conception, and explainable AI -- Rough set theory and applications -- scikit-weak: A Python library for Weakly Supervised Machine Learning -- Applying Rough Set Theory for Digital Forensics Evidence Analysis -- Binary boundaries and power set space of graded rough sets and their correlative ECG (Electrocardiogram) data analysis -- Neighborhood Approximate Reducts-based Ensemble Learning Algorithm and Its Application in Software Defect Prediction -- Granular computing and applications -- USV Path Planning Based on Adaptive Fuzzy Reward -- A Naive Bayes Classifier Based on Neighborhood Granulation -- Matrix representations and interdependency on an L-fuzzy covering-based rough set -- Uncertainty-aware Deep Open-set Object Detection -- Classification and deep learning -- Rule Acquisition in Generalized One-sided Decision Systems -- Density peak clustering based split-and-merge -- Multi-label feature extraction with distance-based graph attention network -- Multi-scale Subgraph Contrastive Learning for Link Prediction -- Video Object Detection with MeanShift Tracking -- MP-KMeans: K-Means with Missing Pattern for Data of Missing Not at Random -- Conceptual Knowledge Discovery and Machine Learning Based on Three-way Decisions and Granular Computing -- Using User’s Expression Propensity for Sarcasm Detection based on Sequential Three-way Decision -- Concept Reduction of Object-induced Three-way Concept Lattices -- An Attention-Based Token Pruning Method for Vision Transformers -- Three-way approximate criterion reduction in multi-criteria decision analysis -- Close Contact Detection in Social Networks via Possible Attribute Analysis -- Uncertainty in Three-way Decisions, Granular Computing, and Data Science -- A Probabilistic Approach to Analyzing Agent Relations in Three-Way Conflict Analysis Based on Bayesian Confirmation -- Hierarchical multi-granulation sequential three-way decisions -- KNN Ensemble Learning Integration Algorithm based on Three-way Decision -- Attribute Reduction of Crisp-Crisp Concept Lattices Based on Three-Way Decisions -- Kernelized Fuzzy Rough Sets-based Three-Way Feature Selection -- Adaptive K-means Algorithm Based on Three-Way Decision -- 3WS-ITSC: Three-Way Sampling on Imbalanced Text Data for Sentiment Classification -- Rough-Fuzzy Clustering based on Adaptive Weighted Values and Three-way Decisions. |
| Record Nr. | UNINA-9910629283103321 |
| Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2022 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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