Case-Based Reasoning Research and Development (Record no. 60976)
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| fixed length control field | 05810nam a22005895i 4500 |
| 001 - CONTROL NUMBER | |
| control field | 978-3-031-63646-2 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | DE-He213 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20251030112329.0 |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION | |
| fixed length control field | cr nn 008mamaa |
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| fixed length control field | 240624s2024 sz | s |||| 0|eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9783031636462 |
| -- | 978-3-031-63646-2 |
| 024 7# - OTHER STANDARD IDENTIFIER | |
| Standard number or code | 10.1007/978-3-031-63646-2 |
| Source of number or code | doi |
| 050 #4 - LIBRARY OF CONGRESS CALL NUMBER | |
| Classification number | Q334-342 |
| 050 #4 - LIBRARY OF CONGRESS CALL NUMBER | |
| Classification number | TA347.A78 |
| 072 #7 - SUBJECT CATEGORY CODE | |
| Subject category code | UYQ |
| Source | bicssc |
| 072 #7 - SUBJECT CATEGORY CODE | |
| Subject category code | COM004000 |
| Source | bisacsh |
| 072 #7 - SUBJECT CATEGORY CODE | |
| Subject category code | UYQ |
| Source | thema |
| 245 10 - TITLE STATEMENT | |
| Title | Case-Based Reasoning Research and Development |
| Medium | [electronic resource] : |
| Remainder of title | 32nd International Conference, ICCBR 2024, Merida, Mexico, July 1–4, 2024, Proceedings / |
| Statement of responsibility, etc. | edited by Juan A. Recio-Garcia, Mauricio G. Orozco-del-Castillo, Derek Bridge. |
| 250 ## - EDITION STATEMENT | |
| Edition statement | 1st ed. 2024. |
| 264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE | |
| Place of production, publication, distribution, manufacture | Cham : |
| Name of producer, publisher, distributor, manufacturer | Springer Nature Switzerland : |
| -- | Imprint: Springer, |
| Date of production, publication, distribution, manufacture, or copyright notice | 2024. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | XIII, 462 p. 122 illus., 103 illus. in color. |
| Other physical details | online resource. |
| 336 ## - CONTENT TYPE | |
| Content type term | text |
| Content type code | txt |
| Source | rdacontent |
| 337 ## - MEDIA TYPE | |
| Media type term | computer |
| Media type code | c |
| Source | rdamedia |
| 338 ## - CARRIER TYPE | |
| Carrier type term | online resource |
| Carrier type code | cr |
| Source | rdacarrier |
| 347 ## - DIGITAL FILE CHARACTERISTICS | |
| File type | text file |
| Encoding format | |
| Source | rda |
| 490 1# - SERIES STATEMENT | |
| Series statement | Lecture Notes in Artificial Intelligence, |
| International Standard Serial Number | 2945-9141 ; |
| Volume/sequential designation | 14775 |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | -- Integrating kNN Retrieval with Inference on Graphical Models in Case-Based Reasoning. -- Updating Global Similarity Measures in Learning CBR Systems. -- Even-Ifs From If-Onlys: Are the Best Semi-Factual Explanations Found Using Counterfactuals As Guides?. -- Improving Complex Adaptations in Process-Oriented Case-Based Reasoning by Applying Rule-Based Adaptation. -- Visualization of similarity models for CBR comprehension and maintenance. -- Use Case-Specific Reuse of XAI Strategies: Design and Analysis Through An Evaluation Metrics Library. -- An Empirical Analysis of User Preferences Regarding XAI metrics. -- CBR-Ren: A Case-Based Reasoning Driven Retriever-Generator Model for Hybrid Long-form Numerical Reasoning. -- A Case-based Reasoning and Explaining Model for Temporal Point Process. -- Extracting Indexing Features for CBR from Deep Neural Networks: A Transfer Learning Approach. -- Ensemble Stacking Case-Based Reasoning for Regression. -- Retrieval Augmented Generation with LLMs for Explaining Business Process Models. -- The Intelligent Tutoring System AI-VT with Case-Based Reasoning and Real Time Recommender Models. -- Explaining Multiple Instances Counterfactually: User Tests of Group-Counterfactuals for XAI. -- Olaaaf: a General Adaptation Prototype. -- Identifying Missing Sensor Values in IoT Time Series Data: A Weight-Based Extension of Similarity Measures for Smart Manufacturing. -- Examining the potential of sequence patterns from EEG data as alternative case representation for seizure detection. -- Towards a Case-Based Support for Responding Emergency Calls. -- CBRkit: An Intuitive Case-Based Reasoning Toolkit for Python. -- Experiential questioning for VQA. -- Autocompletion of Architectural Spatial Configurations using Case-Based Reasoning, Graph Clustering, and Deep Learning. -- A Case-Based Reasoning Approach to Post-Injury Training. -- Towards Network Implementation of CBR: Case Study of a Neural Network K-NN Algorithm. -- Aligning to Human Decision-Makers in Military Medical Triage. -- Counterfactual-Based Synthetic Case Generation. -- On Implementing Case-Based Reasoning with Large Language Models. -- Using Case-Based Causal Reasoning to Provide Explainable Counterfactual Diagnosis in Personalized Sprint Training. -- Item-Specific Similarity Assessments for Explainable Depression Screening. -- CBR-RAG: Case-Based Reasoning for Retrieval Augmented Generation in LLMs for Legal Question Answering. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | This book constitutes the refereed proceedings of the 32nd International Conference on Case-Based Reasoning Research and Development, ICCBR 2024, held in Merida, Mexico, during July 1–4, 2024. The 29 full papers included in this book were carefully reviewed and selected from 91 submissions. They cover a wide range of CBR topics of interest both to practitioners and researchers, including: improvements to the CBR methodology itself: case representation, similarity, retrieval, adaptation, etc.; synergies with other Artificial Intelligence topics, such as Explainable AI and Large Language Models; and finally a whole catalog of applications to different domains such as health-care, education, and legislation. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | |
| 9 (RLIN) | 58441 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | |
| 9 (RLIN) | 60157 |
| 650 14 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | |
| 9 (RLIN) | 58441 |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Recio-Garcia, Juan A. |
| Relator term | editor. |
| Authority record control number | (orcid)0000-0001-8731-6195 |
| -- | https://orcid.org/0000-0001-8731-6195 |
| Relator code | edt |
| -- | http://id.loc.gov/vocabulary/relators/edt |
| 9 (RLIN) | 79227 |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Orozco-del-Castillo, Mauricio G. |
| Relator term | editor. |
| Authority record control number | (orcid)0000-0001-5793-6449 |
| -- | https://orcid.org/0000-0001-5793-6449 |
| Relator code | edt |
| -- | http://id.loc.gov/vocabulary/relators/edt |
| 9 (RLIN) | 79228 |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Bridge, Derek. |
| Relator term | editor. |
| Authority record control number | (orcid)0000-0002-8720-3876 |
| -- | https://orcid.org/0000-0002-8720-3876 |
| Relator code | edt |
| -- | http://id.loc.gov/vocabulary/relators/edt |
| 9 (RLIN) | 79229 |
| 710 2# - ADDED ENTRY--CORPORATE NAME | |
| Corporate name or jurisdiction name as entry element | SpringerLink (Online service) |
| 773 0# - HOST ITEM ENTRY | |
| Title | Springer Nature eBook |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY | |
| Relationship information | Printed edition: |
| International Standard Book Number | 9783031636455 |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY | |
| Relationship information | Printed edition: |
| International Standard Book Number | 9783031636479 |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE | |
| Uniform title | Lecture Notes in Artificial Intelligence, |
| International Standard Serial Number | 2945-9141 ; |
| Volume number/sequential designation | 14775 |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | <a href="https://doi.org/10.1007/978-3-031-63646-2">https://doi.org/10.1007/978-3-031-63646-2</a> |
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