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Table of Contents Artificial Intelligence Applications and Innovations Ilias Maglogiannis, Lazaros Iliadis, John Macintyre, Markos Avlonitis, Antonios Papaleonidas Front Matter Biomedical/Classification A Novel Signature for Distinguishing Non-lesional from Lesional Skin of Atopic Dermatitis Based on a Machine Learning Approach Ana Duarte, Orlando Belo 3-16 Advanced Mortality Prediction in Adult ICU: Introducing a Deep Learning Approach in Healthcare Dimitrios Simopoulos, Dimitrios Kosmidis, Sotiria Koutsouki, Nicolas Bonnotte, George Anastassopoulos 17-30 Advancing ScRNA-Seq Data Integration via a Novel Gene Selection Method Konstantinos Lazaros, Themis Exarchos, Ilias Maglogiannis, Panagiotis Vlamos, Aristidis G. Vrahatis 31-41 Data Augmentation Techniques for Cross-Domain WiFi CSI-Based Human Activity Recognition Julian Strohmayer, Martin Kampel 42-56 Enhancing Monkeypox Detection: A Machine Learning Approach to Symptom Analysis and Disease Prediction Dea Magsino, Russel Mercado, Francesca Rivera, Ma Magboo, Vincent Magboo 57-67 Evaluation of Language Models for Multilabel Classification of Biomedical Texts Panagiotis G. Syriopoulos, Andreas D. Andriopoulos, Dimitrios A. Koutsomitropoulos 68-78 Higher-Order Adaptive Dynamical System Modelling of the Role of Epigenetics in Major Depressive Disorder Taylor Magielse, Diana Pena Lage, Isabel Van Lieshout, Jan Treur 79-90 Human-In-The-Loop Based Success Rate Prediction for Medical Crowdfunding Yingying Zhou, Yongqiang Ma, Xin Tang, Jianji Wang, Nanning Zheng 91-104 Hybrid Explanatory Interactive Machine Learning for Medical Diagnosis Emanuel Slany, Stephan Scheele, Ute Schmid 105-116 Image-Based Human Action Recognition with Transfer Learning Using Grad-CAM for Visualization Md Tasnim Alam, Yaa Takyiwaa Acquaah, Kaushik Roy 117-130 IRfold: An RNA Secondary Structure Prediction Approach David Hurst, Costas S. Iliopoulos, Zara Lim, Ionut Moraru 131-144 Machine Learning Models for Predicting Celiac Disease Based on Non-invasive Clinical Symptoms Alina Delia Călin 145-159 Modeling Distributed and Flexible PHM Framework Based on the Belief Function Theory Safa Ben Ayed, Malika Ben Khalifa, Samir Ouchani 160-173 MTA-Net: A Multi-task Assisted Network for Whole-Body Lymphoma Segmentation Zhaohai Liang, Jiayi Wu, Siyi Chai, Yingkai Wang, Chengdong Li, Cong Shen, Jingmin Xin 174-186 Optimization of Healthcare Process Management Using Machine Learning Andreas Avgoustis, Themis Exarchos, Aristidis G. Vrahatis, Panagiotis Vlamos 187-200 Revisiting the Problem of Missing Values in High-Dimensional Data and Feature Selection Effect Marina G. Elia, Wenting Duan 201-213 Semantic Modelling for Representation and Integration of Health Data from Wearable Devices Georgios Meditskos, Thanassis Mavropoulos, Stefanos Vrochidis, Theodora Tasia, Christoniki Maga-Nteve, Nikos Tsolakis 214-225 The Role of Epigenetics in OCD: A Multi-order Adaptive Network Model for DNA-Methylation Pathways and the Development of OCD Lotte Huisman, Catherine Ong, Marco van De Werken, Jan Treur 226-240 Towards an Unbiased Classification of Chest X-ray Images Using a RL Powered ACGAN Framework Melissa El Beaini, Mariette Awad 241-254 Vision Transformer Based Tokenization for Enhanced Breast Cancer Histopathological Images Classification Mouhamed Laid Abimouloud, Khaled Bensid, Mohamed Elleuch, Oussama Aiadi, Monji Kherallah 255-267 WristSense: A Wrist-Wear Dataset for Identifying Aggressive Tendencies Norah Ahmed Almubairik, Fakhri Alam Khan, Rami Mustafa Mohammad 268-284 Cyber Security/Anomaly Detection A Network-Based Intrusion Detection System Based on Widely Used Cybersecurity Datasets and State of the Art ML Techniques Efthymios Chondrogiannis, Efstathios Karanastasis, Vassiliki Andronikou, Theodora Varvarigou 287-300 Effective Machine Learning Techniques and API Realizations for Visualizing Fraud Detection in Customer Transactions Rina Ajay Yadav, Doina Logofătu, Sheikh Sharfuddin Mim, Jiban Kumar Ray 301-315 Enhancing Malware Detection Through Machine Learning Using XAI with SHAP Framework Nihala Basheer, Bernardi Pranggono, Shareeful Islam, Spyridon Papastergiou, Haralambos Mouratidis 316-329 Exploration of Ensemble Methods for Cyber Attack Detection in Cyber-Physical Systems Yaa Takyiwaa Acquaah, Roy Kaushik 330-347 Local Community-Based Anomaly Detection in Graph Streams Konstantinos Christopoulos, Konstantinos Tsichlas 348-361 Synthetic Data Generation and Impact Analysis of Machine Learning Models for Enhanced Credit Card Fraud Detection Ahmed Abdullah Khaled, Md Mahmudul Hasan, Shareeful Islam, Spyridon Papastergiou, Haralambos Mouratidis 362-374

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