Home - Artificial Intelligence Applications and Innovations

Table of Contents
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

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Deep Learning/Convolutional

Recommendation/Classification

Explainable AI - Optimization

Learning

Multi Agent/Ontologies/Robotics

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