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20th AIAI 2024: Corfu, Greece
- Ilias Maglogiannis
, Lazaros S. Iliadis
Artificial Intelligence Applications and Innovations - 20th IFIP WG 12.5 International Conference, AIAI 2024, Corfu, Greece, June 27-30, 2024, Proceedings, Part IV. IFIP Advances in Information and Communication Technology 714, Springer 2024, ISBN 978-3-031-63222-8
Deep Learning/Convolutional
- Ruixuan Chen, Linfeng Sui, Mo Xia, Jianting Cao:
Deep Sleep Recognition Based on CNNs and Data Augmentation. 3-13 - Dionysios Koulouris
Gamified Crowd Management Utilizing AR and Computer Vision on the Edge. 14-26 - Teerath Kumar, Alessandra Mileo, Malika Bendechache:
KeepOriginalAugment: Single Image-Based Better Information-Preserving Data Augmentation Approach. 27-40 - John Jenkins, Kaushik Roy:
Using DCGANs and HOG + Patch-Based CNN for Face Spoofing Mitigation. 41-53 - Paul K. Mandal
Vertical Federated Image Segmentation. 54-65
Recommendation/Classification
- Pedro Dias, Flora J. Ferreira, Pedro M. F. Guimarães, Weronika Wojtak, Wolfram Erlhagen, Sérgio Monteiro, Emanuel Sousa, Estela Bicho:
A Machine Learning Approach for Points of Interest Extraction and Event Classification. 69-82 - Stylianos Eleftheriadis
An Empirical Analysis of Data Reduction Techniques for k-NN Classification. 83-97 - Brandon Weaver
Controlling Popularity Bias in Sequential Recommendation Models. 98-110 - Sükrü Demir Inan Özer
Enhanced Item Recommendation via Graph Properties in Sparse Data. 111-124 - Yousef M. AlMutiri, Mohammed S. AlRashidi, AbdulRahman M. AlQahtani, Turki S. Alqahtani, A. M. Sadek
Modeling the Air Conditioner Performance Tests Using Artificial Neural Network Simulator (ANNS-AC). 125-138 - Mai Alzamel
Pattern Matching in Polyphonic Musical Sequences. 139-151
Explainable AI - Optimization
- Albert Nössig
A Voting Approach for Explainable Classification with Rule Learning. 155-169 - Jiban Kumar Ray, Doina Logofatu, Costin Badica:
Dynamic Stacking Optimization in Unpredictable Environments: A Focus on Crane Scheduling. 170-182 - Shubham Sharma, Alan H. Gee, Jette Henderson, Joydeep Ghosh:
FASTER-CE: Fast, Sparse, Transparent, and Robust Counterfactual Explanations. 183-196 - Sara Boanca:
Optimizations for Learning from Linear Feedback Shift Register Variations with Artificial Neural Networks. 197-210 - Gregory Gasteratos
Path Planning Optimisation for Multiple Drones: Repositioning the Starting Point. 211-223 - Vassilios S. Verykios, Evgenia Paxinou, Aris Gkoulalas-Divanis, Manolis Tzagarakis, Sotirios Kotsiantis, Georgios Feretzakis
The Faculty Assignment Problem in Higher Education: A Shapley Value-Based Approach. 224-237
Learning
- Junpeng Bao
A Multi-scale Parallel Unsupervised Model for Multivariate Time Series Anomaly Detection. 241-251 - Rafael Amauri Diniz Augusto, Mohamad Ghassany, Faten Chaieb, Fouad Hadj-Selem:
Active Learning with Unfiltered Informativeness Technique for Object Detection. 252-262 - Konstantinos Crysanthos Sofianos
Assist of AI in a Smart Learning Environment. 263-275 - Karolina Bataityte, Vassil T. Vassilev, Olivia Jo Gill:
Finding Logical Vulnerability in Policies Using Three-Level Semantic Framework. 276-289 - Shelly Gupta
From Tweets to Reddit: Leveraging Semi-supervised Domain Adaptation for Improving Data Filtering. 290-304 - Tuan Dinh Nguyen
Retail Store Customer Behavior Analysis System: Design and Implementation. 305-318
Multi Agent/Ontologies/Robotics
- Julien Soulé, Jean-Paul Jamont, Michel Occello, Louis-Marie Traonouez, Paul Théron:
A MARL-Based Approach for Easing MAS Organization Engineering. 321-334 - Ioannis Kivrakidis
EVO: An Ontology for the Field of Electric Vehicles. 335-348 - Yu Wang
Incremental Conflict-Based Search for Multi-agent Path Finding in Dynamic Environment. 349-359 - Dimitrios Doumanas, Andreas Soularidis
Integrating LLMs in the Engineering of a SAR Ontology. 360-374 - Yuhong Shi
LFENav: LLM-Based Frontiers Exploration for Visual Semantic Navigation. 375-388
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