Overview
- Editors:
- Ilias Maglogiannis ORCID:https://orcid.org/0000-0003-2860-399X0,
- Lazaros Iliadis ORCID:https://orcid.org/0000-0002-6404-15281,
- John Macintyre ORCID:https://orcid.org/0000-0001-8514-91272,
- Markos Avlonitis ORCID:https://orcid.org/0000-0002-8575-03583,
- …
- Antonios Papaleonidas ORCID:https://orcid.org/0000-0002-0545-76384
- Ilias Maglogiannis
University of Piraeus, Piraeus, Greece
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- Lazaros Iliadis
Democritus University of Thrace, Xanthi, Greece
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- John Macintyre
University of Abertay, Dundee, UK
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- Markos Avlonitis
Informatics, Ionian University, Corfu, Greece
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- Antonios Papaleonidas
Democritus University of Thrace, Xanthi, Greece
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Part of the book series:IFIP Advances in Information and Communication Technology (IFIPAICT, volume 714)
Included in the following conference series:
Conference proceedings info: AIAI 2024.
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About this book
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.
Keywords
- Machine Learning
- Anomaly Detection
- Generative/Adversarial Neural Networks
- Sentiment Analysis
- Convolutional Neural Networks
- Deep Learning
- Biomedical
- Fuzzy
- Fuzzy Neural Networks
- 5G technologies
- Recommendation systems
- Bioinformatics
- Big Data/AI
- AI_Music composition
- Semantic modeling
- Image Analysis
- Text Mining
- Autoencoders
- Robotics
- Natural Language
Table of contents (28 papers)
Front Matter
Pages i-xxviiiDeep Learning/Convolutional
Front Matter
Pages 1-1Deep Sleep Recognition Based on CNNs and Data Augmentation
- Ruixuan Chen, Linfeng Sui, Mo Xia, Jianting Cao
Pages 3-13Gamified Crowd Management Utilizing AR and Computer Vision on the Edge
- Dionysios Koulouris, Andreas Menychtas, Ilias Maglogiannis
Pages 14-26KeepOriginalAugment: Single Image-Based Better Information-Preserving Data Augmentation Approach
- Teerath Kumar, Alessandra Mileo, Malika Bendechache
Pages 27-40Using DCGANs and HOG + Patch-Based CNN for Face Spoofing Mitigation
- John Jenkins, Kaushik Roy
Pages 41-53
Recommendation/Classification
Front Matter
Pages 67-67A Machine Learning Approach for Points of Interest Extraction and Event Classification
- Pedro Dias, Flora Ferreira, Pedro M. F. Guimarães, Weronika Wojtak, Wolfram Erlhagen, Sérgio Monteiro et al.
Pages 69-82An Empirical Analysis of Data Reduction Techniques for k-NN Classification
- Stylianos Eleftheriadis, Georgios Evangelidis, Stefanos Ougiaroglou
Pages 83-97Controlling Popularity Bias in Sequential Recommendation Models
- Brandon Weaver, Melody Moh, Teng-Sheng Moh
Pages 98-110Enhanced Item Recommendation via Graph Properties in Sparse Data
- Şükrü Demir İnan Özer, Günce Keziban Orman
Pages 111-124Modeling the Air Conditioner Performance Tests Using Artificial Neural Network Simulator (ANNS-AC)
- Yousef M. AlMutiri, Mohammed S. AlRashidi, AbdulRahman M. AlQahtani, Turki S. Alqahtani, A. M. Sadek
Pages 125-138Pattern Matching in Polyphonic Musical Sequences
- Mai Alzamel, Costas Iliopoulos, Zara Lim, Marie Moser-Schwaiger
Pages 139-151
Explainable AI - Optimization
Front Matter
Pages 153-153A Voting Approach for Explainable Classification with Rule Learning
- Albert Nössig, Tobias Hell, Georg Moser
Pages 155-169Dynamic Stacking Optimization in Unpredictable Environments: A Focus on Crane Scheduling
- Jiban Kumar Ray, Doina Logofătu, Costin Bădică
Pages 170-182FASTER-CE: Fast, Sparse, Transparent, and Robust Counterfactual Explanations
- Shubham Sharma, Alan Gee, Jette Henderson, Joydeep Ghosh
Pages 183-196Path Planning Optimisation for Multiple Drones: Repositioning the Starting Point
- Gregory Gasteratos, Ioannis Karydis
Pages 211-223
Other volumes
Artificial Intelligence Applications and Innovations
Artificial Intelligence Applications and Innovations
Artificial Intelligence Applications and Innovations
Artificial Intelligence Applications and Innovations
Artificial Intelligence Applications and Innovations. AIAI 2024 IFIP WG 12.5 International Workshops
Editors and Affiliations
University of Piraeus, Piraeus, Greece
Ilias Maglogiannis
Democritus University of Thrace, Xanthi, Greece
Lazaros Iliadis, Antonios Papaleonidas
University of Abertay, Dundee, UK
John Macintyre
Informatics, Ionian University, Corfu, Greece
Markos Avlonitis
Bibliographic Information
Book Title:Artificial Intelligence Applications and Innovations
Book Subtitle:20th IFIP WG 12.5 International Conference, AIAI 2024, Corfu, Greece, June 27–30, 2024, Proceedings, Part IV
Editors:Ilias Maglogiannis, Lazaros Iliadis, John Macintyre, Markos Avlonitis, Antonios Papaleonidas
Series Title:IFIP Advances in Information and Communication Technology
DOI:https://doi.org/10.1007/978-3-031-63223-5
Publisher:Springer Cham
eBook Packages:Computer Science,Computer Science (R0)
Copyright Information:IFIP International Federation for Information Processing 2024
Hardcover ISBN:978-3-031-63222-8Published: 21 June 2024
Softcover ISBN:978-3-031-63225-9Due: 05 July 2025
eBook ISBN:978-3-031-63223-5Published: 20 June 2024
Series ISSN: 1868-4238
Series E-ISSN: 1868-422X
Edition Number:1
Number of Pages:XXVIII, 390
Number of Illustrations:21 b/w illustrations, 96 illustrations in colour
Topics:Computer Science, general,Artificial Intelligence,Computer Systems Organization and Communication Networks,Computing Milieux,Computer Communication Networks,Computer Applications