Central Library

Case-Based Reasoning Research and Development (Record no. 90265)

000 -LEADER
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001 - CONTROL NUMBER
control field 978-3-031-14923-8
003 - CONTROL NUMBER IDENTIFIER
control field DE-He213
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20240730180327.0
007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION
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020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9783031149238
-- 978-3-031-14923-8
024 7# - OTHER STANDARD IDENTIFIER
Standard number or code 10.1007/978-3-031-14923-8
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
082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 006.3
Edition number 23
245 10 - TITLE STATEMENT
Title Case-Based Reasoning Research and Development
Medium [electronic resource] :
Remainder of title 30th International Conference, ICCBR 2022, Nancy, France, September 12-15, 2022, Proceedings /
Statement of responsibility, etc. edited by Mark T. Keane, Nirmalie Wiratunga.
250 ## - EDITION STATEMENT
Edition statement 1st ed. 2022.
264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE
Place of production, publication, distribution, manufacture Cham :
Name of producer, publisher, distributor, manufacturer Springer International Publishing :
-- Imprint: Springer,
Date of production, publication, distribution, manufacture, or copyright notice 2022.
300 ## - PHYSICAL DESCRIPTION
Extent XIX, 412 p. 127 illus., 108 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 PDF
Source rda
490 1# - SERIES STATEMENT
Series statement Lecture Notes in Artificial Intelligence,
International Standard Serial Number 2945-9141 ;
Volume/sequential designation 13405
505 0# - FORMATTED CONTENTS NOTE
Formatted contents note Explainability in CBR Using Case-based Reasoning for Capturing Expert Knowledge on Explanation Methods -- A Few Good Counterfactuals: Generating Interpretable, Plausible and Diverse Counterfactual Explanations -- How close is too close? The Role of Feature Attributions in Discovering Counterfactual Explanations -- Algorithmic Bias and Fairness in Case-Based Reasoning -- "Better" Counterfactuals, Ones People Can Understand: Psychologically-Plausible Case-Based Counterfactuals Using Categorical Features for Explainable AI (XAI) -- Representation and Similarity Extracting Case Indices from Convolutional Neural Networks: A Comparative Study -- Exploring the Effect of Recipe Representation on Critique-based Conversational Recommendation -- Explaining CBR Systems Through Retrieval and Similarity Measure Visualizations: A Case Study -- Adapting Semantic Similarity Methods for Case-Based Reasoning in the Cloud -- Adaptation and Analogical Reasoning Case Adaptation with Neural Networks: Capabilities andLimitations -- A Deep Learning Approach to Solving Morphological Analogies -- Theoretical and Experimental Study of a Complexity Measure for Analogical Transfer -- Graphs and Optimisation Case-Based Learning and Reasoning Using Layered Boundary Multigraphs -- swarm optimization in small case bases for software effort estimation -- MicroCBR: Case-based Reasoning on Spatio-temporal Fault Knowledge Graph for Microservices Troubleshooting -- GPU-Based Graph Matching for Accelerating Similarity Assessment in Process-Oriented Case-Based Reasoning -- Never judge a case by its (unreliable) neighbors: Estimating Case Reliability for CBR -- CBR and Neural Networks Improving Automated Hyperparameter Optimization with Case-Based Reasoning -- A factorial study of neural network learning from differences for regression -- ase-Based Inverse Reinforcement Learning Using Temporal Coherence -- Analogy-based post-treatment of CNN image segmentations -- Case-Based Applications An Extended Case-Based Reasoning Approach to Race-Time Prediction in Recreational Marathon Runners -- Forecasting for Sustainable Dairy Produce: Enhanced Long-Term, Milk-Supply Forecasting Using k-NN for Data Augmentation, with Prefactual Explanations for XAI -- A Case-Based Approach for Content Planning in Data-to-Text Generation -- The use of computer-assisted Case-Based Reasoning to support clinical decision-making - a scoping review.
520 ## - SUMMARY, ETC.
Summary, etc. This book constitutes the proceedings of the 30th International Conference on Case-Based Reasoning, ICCBR 2022, which took place in Nancy, France, during September 12-15, 2022. The theme of ICCBR 2022 was Global Challenges for CBR aiming to consider how CBR can and might contribute to challenges in sustainability, climate change, and global health. The 26 papers presented in this volume were carefully reviewed and selected from 68 submissions. They deal with AI and related research focusing on comparison and integration of CBR with other AI methods such as deep learning architectures, reinforcement learning, lifelong learning, and eXplainable AI (XAI).
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Artificial intelligence.
9 (RLIN) 3407
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Information technology
General subdivision Management.
9 (RLIN) 5368
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Computer engineering.
9 (RLIN) 10164
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Computer networks .
9 (RLIN) 31572
650 14 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Artificial Intelligence.
9 (RLIN) 3407
650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Computer Application in Administrative Data Processing.
9 (RLIN) 31588
650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Computer Engineering and Networks.
9 (RLIN) 119659
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Keane, Mark T.
Relator term editor.
Relationship edt
-- http://id.loc.gov/vocabulary/relators/edt
9 (RLIN) 119660
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Wiratunga, Nirmalie.
Relator term editor.
Relationship edt
-- http://id.loc.gov/vocabulary/relators/edt
9 (RLIN) 119661
710 2# - ADDED ENTRY--CORPORATE NAME
Corporate name or jurisdiction name as entry element SpringerLink (Online service)
9 (RLIN) 119662
773 0# - HOST ITEM ENTRY
Title Springer Nature eBook
776 08 - ADDITIONAL PHYSICAL FORM ENTRY
Relationship information Printed edition:
International Standard Book Number 9783031149221
776 08 - ADDITIONAL PHYSICAL FORM ENTRY
Relationship information Printed edition:
International Standard Book Number 9783031149245
830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE
Uniform title Lecture Notes in Artificial Intelligence,
International Standard Serial Number 2945-9141 ;
Volume/sequential designation 13405
9 (RLIN) 119663
856 40 - ELECTRONIC LOCATION AND ACCESS
Uniform Resource Identifier <a href="https://doi.org/10.1007/978-3-031-14923-8">https://doi.org/10.1007/978-3-031-14923-8</a>
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-- ZDB-2-SCS
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-- ZDB-2-SXCS
912 ## -
-- ZDB-2-LNC
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Koha item type eBooks-Lecture Notes in CS

No items available.