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Case-Based Reasoning Research and Development [[electronic resource] ] : 31st International Conference, ICCBR 2023, Aberdeen, UK, July 17–20, 2023, Proceedings / / edited by Stewart Massie, Sutanu Chakraborti
| Case-Based Reasoning Research and Development [[electronic resource] ] : 31st International Conference, ICCBR 2023, Aberdeen, UK, July 17–20, 2023, Proceedings / / edited by Stewart Massie, Sutanu Chakraborti |
| Autore | Massie Stewart |
| Edizione | [1st ed. 2023.] |
| Pubbl/distr/stampa | Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2023 |
| Descrizione fisica | 1 online resource (428 pages) |
| Disciplina | 006.3 |
| Altri autori (Persone) | ChakrabortiSutanu |
| Collana | Lecture Notes in Artificial Intelligence |
| Soggetto topico |
Artificial intelligence
Information technology - Management Computer engineering Computer networks Artificial Intelligence Computer Application in Administrative Data Processing Computer Engineering and Networks |
| ISBN | 3-031-40177-8 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | CBR and Deep Learning -- Examining the Impact of Network Architecture on Extracted Feature Quality for CBR -- Synergies between Case-based Reasoning and Deep Learning for Survival Analysis in Oncology -- CBR Assisted Context-Aware Surface Realisation for Data-to-Text Generation -- Representation and Similarity -- Explanation of Similarities in Process-Oriented Case-Based Reasoning by Visualization -- On-demand and model-driven case building based on distributed data sources -- The Case for Circularities in Case-Based Reasoning -- A Contextual Information-augmented Probabilistic Case-based Reasoning Model for Knowledge Graph Reasoning -- Case-based Sample Generation using Multi-Armed Bandits -- Hybrid Event Memory as a Case Base for State Estimation in Cognitive Agents -- CBR and Explainable AI Cases are King: A User Study of Case Presentation to Explain CBR Decisions -- CBR driven Interactive Explainable AI -- Selecting Explanation Methods for Intelligent IoT Systems: a Case-Based Reasoning Approach -- Case Based Explanation for Time Series Forecasting Models -- Case Base Maintenance -- Group Fairness in Case-Based Reasoning -- Addressing Underestimation Bias in CBR through Case-Base Maintenance -- The Problem Drift Problem and First Steps Towards Addressing It -- Adaptation: Techniques and Application Case-Based Adaptation of Argument Graphs with WordNet and Large Language Models -- Failure-Driven Transformational Case Reuse of Explanation Strategies in CloodCBR -- A Case-Based Approach for Workflow Flexibility by Deviation -- Lazy Adaptation Knowledge Learning based on Frequent Closed Itemsets -- Case-Based Applications -- An Overview and Comparison of Case-Based Reasoning Frameworks -- Case-Based Cleaning of Text Images -- A Multi-agent Case-based Reasoning Intrusion Detection System Prototype -- A Case-Based Reasoning Approach to Company Sector Classification Using a Novel Time-Series Case Representation -- An Integrated Approach to Predicting the Influence of Reputation Mechanisms on Q&A Communities -- Retrieval of similar cases to improve the diagnosis of diabetic retinopathy. |
| Record Nr. | UNISA-996542664603316 |
Massie Stewart
|
||
| Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Case-Based Reasoning Research and Development : 31st International Conference, ICCBR 2023, Aberdeen, UK, July 17–20, 2023, Proceedings / / edited by Stewart Massie, Sutanu Chakraborti
| Case-Based Reasoning Research and Development : 31st International Conference, ICCBR 2023, Aberdeen, UK, July 17–20, 2023, Proceedings / / edited by Stewart Massie, Sutanu Chakraborti |
| Autore | Massie Stewart |
| Edizione | [1st ed. 2023.] |
| Pubbl/distr/stampa | Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2023 |
| Descrizione fisica | 1 online resource (428 pages) |
| Disciplina | 006.3 |
| Altri autori (Persone) | ChakrabortiSutanu |
| Collana | Lecture Notes in Artificial Intelligence |
| Soggetto topico |
Artificial intelligence
Information technology - Management Computer engineering Computer networks Artificial Intelligence Computer Application in Administrative Data Processing Computer Engineering and Networks Intel·ligència artificial Aplicacions industrials Enginyeria de sistemes |
| Soggetto genere / forma |
Congressos
Llibres electrònics |
| ISBN |
9783031401770
3031401778 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | CBR and Deep Learning -- Examining the Impact of Network Architecture on Extracted Feature Quality for CBR -- Synergies between Case-based Reasoning and Deep Learning for Survival Analysis in Oncology -- CBR Assisted Context-Aware Surface Realisation for Data-to-Text Generation -- Representation and Similarity -- Explanation of Similarities in Process-Oriented Case-Based Reasoning by Visualization -- On-demand and model-driven case building based on distributed data sources -- The Case for Circularities in Case-Based Reasoning -- A Contextual Information-augmented Probabilistic Case-based Reasoning Model for Knowledge Graph Reasoning -- Case-based Sample Generation using Multi-Armed Bandits -- Hybrid Event Memory as a Case Base for State Estimation in Cognitive Agents -- CBR and Explainable AI Cases are King: A User Study of Case Presentation to Explain CBR Decisions -- CBR driven Interactive Explainable AI -- Selecting Explanation Methods for Intelligent IoT Systems: a Case-Based Reasoning Approach -- Case Based Explanation for Time Series Forecasting Models -- Case Base Maintenance -- Group Fairness in Case-Based Reasoning -- Addressing Underestimation Bias in CBR through Case-Base Maintenance -- The Problem Drift Problem and First Steps Towards Addressing It -- Adaptation: Techniques and Application Case-Based Adaptation of Argument Graphs with WordNet and Large Language Models -- Failure-Driven Transformational Case Reuse of Explanation Strategies in CloodCBR -- A Case-Based Approach for Workflow Flexibility by Deviation -- Lazy Adaptation Knowledge Learning based on Frequent Closed Itemsets -- Case-Based Applications -- An Overview and Comparison of Case-Based Reasoning Frameworks -- Case-Based Cleaning of Text Images -- A Multi-agent Case-based Reasoning Intrusion Detection System Prototype -- A Case-Based Reasoning Approach to Company Sector Classification Using a Novel Time-Series Case Representation -- An Integrated Approach to Predicting the Influence of Reputation Mechanisms on Q&A Communities -- Retrieval of similar cases to improve the diagnosis of diabetic retinopathy. |
| Record Nr. | UNINA-9910736017303321 |
|
Massie Stewart
|
||
| Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||