Table of Contents
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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
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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 |