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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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