Table of Contents

• A Novel Signature for Distinguishing Non-lesional from Lesional Skin of Atopic Dermatitis Based on a Machine Learning ApproachAna Duarte, Orlando Belo. 3-16 [doi]
• Advanced Mortality Prediction in Adult ICU: Introducing a Deep Learning Approach in HealthcareDimitrios Simopoulos, Dimitrios Kosmidis, Sotiria Koutsouki, Nicolas Bonnotte, George C. Anastassopoulos. 17-30 [doi]
• Advancing ScRNA-Seq Data Integration via a Novel Gene Selection MethodKonstantinos Lazaros, Themis P. Exarchos, Ilias Maglogiannis, Panagiotis Vlamos, Aristidis G. Vrahatis. 31-41 [doi]
• Data Augmentation Techniques for Cross-Domain WiFi CSI-Based Human Activity RecognitionJulian Strohmayer, Martin Kampel. 42-56 [doi]
• Enhancing Monkeypox Detection: A Machine Learning Approach to Symptom Analysis and Disease PredictionDea Louisa B. Magsino, Russel Lenard O. Mercado, Francesca Nicole F. Rivera, Ma. Sheila A. Magboo, Vincent Peter C. Magboo. 57-67 [doi]
• Evaluation of Language Models for Multilabel Classification of Biomedical TextsPanagiotis G. Syriopoulos, Andreas D. Andriopoulos, Dimitrios A. Koutsomitropoulos. 68-78 [doi]
• Higher-Order Adaptive Dynamical System Modelling of the Role of Epigenetics in Major Depressive DisorderTaylor Magielse, Diana Pena Lage, Isabel Van Lieshout, Jan Treur. 79-90 [doi]
• Human-In-The-Loop Based Success Rate Prediction for Medical CrowdfundingYingying Zhou, Yongqiang Ma, Xin Tang, Jianji Wang, Nanning Zheng 0001. 91-104 [doi]
• Hybrid Explanatory Interactive Machine Learning for Medical DiagnosisEmanuel Slany, Stephan Scheele, Ute Schmid. 105-116 [doi]
• Image-Based Human Action Recognition with Transfer Learning Using Grad-CAM for VisualizationMd Tasnim Alam, Yaa Takyiwaa Acquaah, Kaushik Roy 0003. 117-130 [doi]
• IRfold: An RNA Secondary Structure Prediction ApproachDavid Hurst, Costas S. Iliopoulos, Zara Lim, Ionut Moraru. 131-144 [doi]
• Machine Learning Models for Predicting Celiac Disease Based on Non-invasive Clinical SymptomsAlina Delia Calin. 145-159 [doi]
• Modeling Distributed and Flexible PHM Framework Based on the Belief Function TheorySafa Ben Ayed, Malika Ben Khalifa, Samir Ouchani. 160-173 [doi]
• MTA-Net: A Multi-task Assisted Network for Whole-Body Lymphoma SegmentationZhaohai Liang, Jiayi Wu, Siyi Chai, Yingkai Wang, Chengdong Li, Cong Shen, Jingmin Xin. 174-186 [doi]
• Optimization of Healthcare Process Management Using Machine LearningAndreas Avgoustis, Themis P. Exarchos, Aristidis G. Vrahatis, Panagiotis Vlamos. 187-200 [doi]
• Revisiting the Problem of Missing Values in High-Dimensional Data and Feature Selection EffectMarina G. Elia, Wenting Duan. 201-213 [doi]
• Semantic Modelling for Representation and Integration of Health Data from Wearable DevicesTheodora Tasia, Christoniki Maga-Nteve, Nikos Tsolakis, Georgios Meditskos, Thanassis Mavropoulos, Stefanos Vrochidis. 214-225 [doi]
• The Role of Epigenetics in OCD: A Multi-order Adaptive Network Model for DNA-Methylation Pathways and the Development of OCDLotte Huisman, Catherine Ong, Marco van de Werken, Jan Treur. 226-240 [doi]
• Towards an Unbiased Classification of Chest X-ray Images Using a RL Powered ACGAN FrameworkMelissa El Beaini, Mariette Awad. 241-254 [doi]
• Vision Transformer Based Tokenization for Enhanced Breast Cancer Histopathological Images ClassificationMouhamed Laid Abimouloud, Khaled Bensid, Mohamed Elleuch, Oussama Aiadi, Monji Kherallah. 255-267 [doi]
• WristSense: A Wrist-Wear Dataset for Identifying Aggressive TendenciesNorah Ahmed Almubairik, Fakhri Alam Khan, Rami Mustafa A. Mohammad. 268-284 [doi]
• A Network-Based Intrusion Detection System Based on Widely Used Cybersecurity Datasets and State of the Art ML TechniquesEfthymios Chondrogiannis, Efstathios Karanastasis, Vassiliki Andronikou, Theodora A. Varvarigou. 287-300 [doi]
• Effective Machine Learning Techniques and API Realizations for Visualizing Fraud Detection in Customer TransactionsRina Ajay Yadav, Doina Logofatu, Sheikh Sharfuddin Mim, Jiban Kumar Ray. 301-315 [doi]
• Enhancing Malware Detection Through Machine Learning Using XAI with SHAP FrameworkNihala Basheer, Bernardi Pranggono, Shareeful Islam, Spyridon Papastergiou, Haralambos Mouratidis. 316-329 [doi]
• Exploration of Ensemble Methods for Cyber Attack Detection in Cyber-Physical SystemsYaa Takyiwaa Acquaah, Kaushik Roy 0003. 330-347 [doi]
• Local Community-Based Anomaly Detection in Graph StreamsKonstantinos Christopoulos, Konstantinos Tsichlas. 348-361 [doi]
• Synthetic Data Generation and Impact Analysis of Machine Learning Models for Enhanced Credit Card Fraud DetectionAhmed Abdullah Khaled, Md Mahmudul Hasan, Shareeful Islam, Spyridon Papastergiou, Haralambos Mouratidis. 362-374 [doi]