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Artificial Intelligence Applications and Innovations (Record no. 60904)

MARC details
000 -LEADER
fixed length control field 05960nam a22006615i 4500
001 - CONTROL NUMBER
control field 978-3-031-63223-5
003 - CONTROL NUMBER IDENTIFIER
control field DE-He213
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20251030112324.0
007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION
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008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 240621s2024 sz | s |||| 0|eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9783031632235
-- 978-3-031-63223-5
024 7# - OTHER STANDARD IDENTIFIER
Standard number or code 10.1007/978-3-031-63223-5
Source of number or code doi
050 #4 - LIBRARY OF CONGRESS CALL NUMBER
Classification number QA75.5-76.95
072 #7 - SUBJECT CATEGORY CODE
Subject category code UY
Source bicssc
072 #7 - SUBJECT CATEGORY CODE
Subject category code COM000000
Source bisacsh
072 #7 - SUBJECT CATEGORY CODE
Subject category code UY
Source thema
245 10 - TITLE STATEMENT
Title Artificial Intelligence Applications and Innovations
Medium [electronic resource] :
Remainder of title 20th IFIP WG 12.5 International Conference, AIAI 2024, Corfu, Greece, June 27–30, 2024, Proceedings, Part IV /
Statement of responsibility, etc. edited by Ilias Maglogiannis, Lazaros Iliadis, John Macintyre, Markos Avlonitis, Antonios Papaleonidas.
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 XXVIII, 390 p. 117 illus., 96 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 IFIP Advances in Information and Communication Technology,
International Standard Serial Number 1868-422X ;
Volume/sequential designation 714
505 0# - FORMATTED CONTENTS NOTE
Formatted contents note -- Deep Sleep Recognition Based on CNNs and Data Augmentation. -- Gamified Crowd Management Utilizing AR and Computer Vision on the Edge. -- KeepOriginalAugment: Single Image-based Better Information-Preserving Data Augmentation Approach. -- Using DCGANs and HOG+Patch-based CNN for Face Spoofing Mitigation. -- Vertical Federated Image Segmentation. -- A Machine Learning Approach for Points of Interest Extraction and Event Classification. -- An Empirical Analysis of Data Reduction Techniques for k-NN Classification. -- Controlling Popularity Bias in Sequential Recommendation Models. -- Enhanced Item Recommendation via Graph Properties in Sparse Data. -- Modeling the Air Conditioner Performance Tests using Artificial Neural Network Simulator (ANNS-AC). -- Pattern Matching in Polyphonic Musical Sequences. -- A Voting Approach for Explainable Classification with Rule Learning. -- Dynamic Stacking Optimization in Unpredictable Environments : A Focus on Crane Scheduling. -- FASTER-CE: Fast, Sparse, Transparent, and Robust Counterfactual Explanations. -- Optimizations for Learning from Linear Feedback Shift Register Variations with Artificial Neural Networks. -- Path planning optimisation for multiple drones: Repositioning the Starting Point. -- The Faculty Assignment Problem in Higher Education: A Shapley Value-based Approach. -- A Multi-Scale Parallel Unsupervised Model For Multivariate Time Series Anomaly Detection. -- Active Learning with Unfiltered Informativeness Technique for Object Detection. -- Assist of AI in a Smart Learning Environment. -- Finding Logical Vulnerability in Policies Using Three-Level Semantic Framework. -- From Tweets to Reddit: Leveraging Semi-Supervised Domain Adaptation for Improving Data Filtering. -- Retail store customer behavior analysis system: Design and Implementation. -- A MARL-based Approach for Easing MAS Organization Engineering. -- EVO: An Ontology for the Field of Electric Vehicles. -- Incremental Conflict-based Search for Multi-agent Path Finding in Dynamic Environment. -- Integrating LLMs in the engineering of a SAR ontology. -- LFENav: LLM-based frontiers exploration for visual semantic navigation.
520 ## - SUMMARY, ETC.
Summary, etc. This book constitutes the refereed proceedings of the 20th IFIP WG 12.5 International Conference on Artificial Intelligence Applications and Innovations, AIAI 2024, held in Corfu, Greece, during June 27–30, 2024. The 100 full papers and 8 short papers included in this book were carefully reviewed and selected from 213 submissions. The diverse nature of papers presented demonstrates the vitality of AI algorithms and approaches. It certainly proves the very wide range of AI applications as well.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element
9 (RLIN) 58552
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
9 (RLIN) 60157
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element
9 (RLIN) 65793
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element
General subdivision Data processing.
9 (RLIN) 65741
650 14 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element
9 (RLIN) 58552
650 24 - 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
9 (RLIN) 66530
650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element
9 (RLIN) 65689
650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element
9 (RLIN) 65743
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Maglogiannis, Ilias.
Relator term editor.
Authority record control number (orcid)0000-0003-2860-399X
-- https://orcid.org/0000-0003-2860-399X
Relator code edt
-- http://id.loc.gov/vocabulary/relators/edt
9 (RLIN) 79089
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Iliadis, Lazaros.
Relator term editor.
Authority record control number (orcid)0000-0002-6404-1528
-- https://orcid.org/0000-0002-6404-1528
Relator code edt
-- http://id.loc.gov/vocabulary/relators/edt
9 (RLIN) 79090
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Macintyre, John.
Relator term editor.
Authority record control number (orcid)0000-0001-8514-9127
-- https://orcid.org/0000-0001-8514-9127
Relator code edt
-- http://id.loc.gov/vocabulary/relators/edt
9 (RLIN) 79091
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Avlonitis, Markos.
Relator term editor.
Authority record control number (orcid)0000-0002-8575-0358
-- https://orcid.org/0000-0002-8575-0358
Relator code edt
-- http://id.loc.gov/vocabulary/relators/edt
9 (RLIN) 79092
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Papaleonidas, Antonios.
Relator term editor.
Authority record control number (orcid)0000-0002-0545-7638
-- https://orcid.org/0000-0002-0545-7638
Relator code edt
-- http://id.loc.gov/vocabulary/relators/edt
9 (RLIN) 79093
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 9783031632228
776 08 - ADDITIONAL PHYSICAL FORM ENTRY
Relationship information Printed edition:
International Standard Book Number 9783031632242
776 08 - ADDITIONAL PHYSICAL FORM ENTRY
Relationship information Printed edition:
International Standard Book Number 9783031632259
830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE
Uniform title IFIP Advances in Information and Communication Technology,
International Standard Serial Number 1868-422X ;
Volume number/sequential designation 714
856 40 - ELECTRONIC LOCATION AND ACCESS
Uniform Resource Identifier <a href="https://doi.org/10.1007/978-3-031-63223-5">https://doi.org/10.1007/978-3-031-63223-5</a>
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-- ZDB-2-SCS
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-- ZDB-2-SXCS

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