Table of Contents
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Artificial Intelligence Applications and Innovations
Ilias Maglogiannis, Lazaros Iliadis, John Macintyre, Markos Avlonitis, Antonios Papaleonidas |
Front Matter |
Deep Learning/Convolutional
|
Deep Sleep Recognition Based on CNNs and Data Augmentation
Ruixuan Chen, Linfeng Sui, Mo Xia, Jianting Cao |
3-13 |
Gamified Crowd Management Utilizing AR and Computer Vision on the Edge
Dionysios Koulouris, Andreas Menychtas, Ilias Maglogiannis |
14-26 |
KeepOriginalAugment: Single Image-Based Better Information-Preserving Data Augmentation Approach
Teerath Kumar, Alessandra Mileo, Malika Bendechache |
27-40 |
Using DCGANs and HOG + Patch-Based CNN for Face Spoofing Mitigation
John Jenkins, Kaushik Roy |
41-53 |
Vertical Federated Image Segmentation
Paul K. Mandal, Cole Leo |
54-65 |
Recommendation/Classification
|
A Machine Learning Approach for Points of Interest Extraction and Event Classification
Pedro Dias, Flora Ferreira, Pedro Guimarães, Weronika Wojtak, Wolfram Erlhagen, Sérgio Monteiro, Emanuel Sousa, Estela Bicho |
69-82 |
An Empirical Analysis of Data Reduction Techniques for k-NN Classification
Stylianos Eleftheriadis, Georgios Evangelidis, Stefanos Ougiaroglou |
83-97 |
Controlling Popularity Bias in Sequential Recommendation Models
Brandon Weaver, Melody Moh, Teng-Sheng Moh |
98-110 |
Enhanced Item Recommendation via Graph Properties in Sparse Data
Şükrü Özer, Günce Keziban Orman |
111-124 |
Modeling 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 |
125-138 |
Pattern Matching in Polyphonic Musical Sequences
Mai Alzamel, Costas Iliopoulos, Zara Lim, Marie Moser-Schwaiger |
139-151 |
Explainable AI - Optimization
|
A Voting Approach for Explainable Classification with Rule Learning
Albert Nössig, Tobias Hell, Georg Moser |
155-169 |
Dynamic Stacking Optimization in Unpredictable Environments: A Focus on Crane Scheduling
Jiban Kumar Ray, Doina Logofătu, Costin Bădică |
170-182 |
FASTER-CE: Fast, Sparse, Transparent, and Robust Counterfactual Explanations
Shubham Sharma, Alan Gee, Jette Henderson, Joydeep Ghosh |
183-196 |
Optimizations for Learning from Linear Feedback Shift Register Variations with Artificial Neural Networks
Sara Boancă |
197-210 |
Path Planning Optimisation for Multiple Drones: Repositioning the Starting Point
Gregory Gasteratos, Ioannis Karydis |
211-223 |
The Faculty Assignment Problem in Higher Education: A Shapley Value-Based Approach
Vassilios S. Verykios, Evgenia Paxinou, Aris Gkoulalas-Divanis, Manolis Tzagarakis, Sotiris Kotsiantis, Georgios Feretzakis, Dimitris Kalles |
224-237 |
Learning
|
A Multi-scale Parallel Unsupervised Model for Multivariate Time Series Anomaly Detection
Junpeng Bao, Han Gao, Chengpu Zhang, Wentao Jia, Junzhe Gao, Tongzhi Yang |
241-251 |
Active Learning with Unfiltered Informativeness Technique for Object Detection
Rafael Amauri Diniz Augusto, Mohamad Ghassany, Faten Chaieb, Fouad Hadj Selem |
252-262 |
Assist of AI in a Smart Learning Environment
Konstantinos Crysanthos Sofianos, Michael Stefanidakis, Alexios Kaponis, Linas Bukauskas |
263-275 |
Finding Logical Vulnerability in Policies Using Three-Level Semantic Framework
Karolina Bataityte, Vassil Vassilev, Olivia Jo Gill |
276-289 |
From Tweets to Reddit: Leveraging Semi-supervised Domain Adaptation for Improving Data Filtering
Shelly Gupta, Jumanah Alshehri, Ameen Abdel Hai, Hussain Otudi, Zoran Obradovic |
290-304 |
Retail Store Customer Behavior Analysis System: Design and Implementation
Tuan Dinh Nguyen, Keisuke Hihara, Tung Cao Hoang, Yumeka Utada, Akihiko Torii, Naoki Izumi, Nguyen Thanh Thuy, Du Tien Pham, Quoc Long Quoc Tran |
305-318 |
Multi Agent/Ontologies/Robotics
|
A MARL-Based Approach for Easing MAS Organization Engineering
Julien Soulé, Jean-Paul Jamont, Michel Occello, Louis-Marie Traonouez, Paul Théron |
321-334 |
EVO: An Ontology for the Field of Electric Vehicles
Ioannis Kivrakidis, Emmanouil S. Rigas, Nick Bassiliades |
335-348 |
Incremental Conflict-Based Search for Multi-agent Path Finding in Dynamic Environment
Yu Wang, Yuhong Shi, Jianyi Liu, Xinhu Zheng |
349-359 |
Integrating LLMs in the Engineering of a SAR Ontology
Dimitrios Doumanas, Andreas Soularidis, Konstantinos Kotis, George Vouros |
360-374 |
LFENav: LLM-Based Frontiers Exploration for Visual Semantic Navigation
Yuhong Shi, Jianyi Liu, Xinhu Zheng |
375-388 |
