Serafeim P. Moustakidis

44 papers B 2C 2Journal 24Unranked 16

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Explainable YOLOv8 model for solitary pulmonary nodules classification using positron emission tomography and computed tomography scans. J. Intell. Syst. Agorastos-Dimitrios Samaras, Serafeim P. Moustakidis, Ioannis D. Apostolopoulos, Elpiniki Papageorgiou, Nikolaos D. Papathanasiou, Dimitris J. Apostolopoulos, Nikolaos I. Papandrianos
2025	J	`jnl`	Artificial Intelligence and Machine Learning in the Diagnosis and Prognosis of Diseases Through Breath Analysis: A Scoping Review. Inf. Christos Kokkotis, Serafeim P. Moustakidis, Stefan James Swift, Flora Kontopidou, Ioannis Kavouras, Anastasios Doulamis, Stamatios Giannoukos
2025	J	`jnl`	Knee-cartilage segmentation from MR images using Multi-view Hypergraph Convolutional Neural Networks. Appl. Intell. Christos G. Chadoulos, John B. Theocharis, Andreas L. Symeonidis, Serafeim P. Moustakidis
2024	J	`jnl`	A Multi-View Semi-supervised learning method for knee joint cartilage segmentation combining multiple feature descriptors and image modalities. Comput. methods Biomech. Biomed. Eng. Imaging Vis. Christos G. Chadoulos, Dimitrios Tsaopoulos, Serafeim P. Moustakidis, John B. Theocharis
2024	J	`jnl`	Economical hybrid novelty detection leveraging global aleatoric semantic uncertainty for enhanced MRI-based ACL tear diagnosis. Comput. Medical Imaging Graph. Athanasios Siouras, Serafeim P. Moustakidis, George Chalatsis, Tuan Aqeel Bohoran, Michael Hantes, Marianna Vlychou, Sotiris K. Tasoulis, Archontis Giannakidis, Dimitrios Tsaopoulos
2024	J	`jnl`	Hybrid object detection methodology combining altitude-dependent local deep learning models for search and rescue operations. J. Control. Decis. Athanasios Siouras, Konstantinos Stergiou, Patrik Karlsson, Serafeim P. Moustakidis
2024	J	`jnl`	Machine Learning Algorithms for the Prediction of Language and Cognition Rehabilitation Outcomes of Post-stroke Patients: A Scoping Review. Hum. Centric Intell. Syst. Kyriakos Apostolidis, Christos Kokkotis, Serafeim P. Moustakidis, Evangelos G. Karakasis, Paraskevi Sakellari, Christina Koutra, Dimitrios Tsiptsios, Stella Karatzetzou, Konstantinos Vadikolias, Nikolaos Aggelousis
2024	—	`conf`	Medical Decision Support System in Nuclear Medicine Diagnosis for Non-Small Cell Lung Cancer and Coronary Artery Disease: A First Stage Prototype. IISA Agorastos-Dimitrios Samaras, Anna Feleki, Ioannis D. Apostolopoulos, Serafeim P. Moustakidis, Elpiniki Papageorgiou, Konstantinos Kokkinos, Nikolaos I. Papandrianos
2023	J	`jnl`	Autonomous path planning with obstacle avoidance for smart assistive systems. Expert Syst. Appl. Charis Ntakolia, Serafeim P. Moustakidis, Athanasios Siouras
2023	—	`conf`	Deep Fuzzy Cognitive Map methodology for Non-Small Cell Lung Cancer diagnosis based on Positron Emission Tomography imaging. IISA Anna Feleki, Ioannis D. Apostolopoulos, Elpiniki Papageorgiou, Serafeim P. Moustakidis, Nikolaos D. Papathanasiou, Dimitris J. Apostolopoulos, Konstantinos Kokkinos, Nikolaos I. Papandrianos
2023	J	`jnl`	Dense neural networks in knee osteoarthritis classification: a study on accuracy and fairness. Neural Comput. Appl. Serafeim P. Moustakidis, Nikolaos I. Papandrianos, Eirini Christodolou, Elpiniki Papageorgiou, Dimitrios Tsaopoulos
2023	C	`conf`	Embracing uncertainty flexibility: harnessing a supervised tree kernel to empower ensemble modelling for 2D echocardiography-based prediction of right ventricular volume. ICMV Tuan Aqeel Bohoran, Polydoros N. Kampaktsis, Laura McLaughlin, Jay Leb, Serafeim P. Moustakidis, Gerry P. McCann, Archontis Giannakidis
2023	—	`conf`	Explainable Classification for Non-Small Cell Lung Cancer Based on Positron Emission Tomography Features and Clinical Data. IISA Agorastos-Dimitrios Samaras, Ioannis D. Apostolopoulos, Serafeim P. Moustakidis, Elpiniki Papageorgiou, Nikolaos D. Papathanasiou, Dimitris J. Apostolopoulos, Nikolaos I. Papandrianos
2023	J	`jnl`	Innovative Visualization Approach for Biomechanical Time Series in Stroke Diagnosis Using Explainable Machine Learning Methods: A Proof-of-Concept Study. Inf. Kyriakos Apostolidis, Christos Kokkotis, Evangelos G. Karakasis, Evangeli Karampina, Serafeim P. Moustakidis, Dimitrios Menychtas, Georgios Giarmatzis, Dimitrios Tsiptsios, Konstantinos Vadikolias, Nikolaos Aggelousis
2023	J	`jnl`	Predicting Football Team Performance with Explainable AI: Leveraging SHAP to Identify Key Team-Level Performance Metrics. Future Internet Serafeim P. Moustakidis, Spyridon Plakias, Christos Kokkotis, Themistoklis Tsatalas, Dimitrios Tsaopoulos
2023	—	`conf`	Right Ventricular Volume Prediction by Feature Tokenizer Transformer-Based Regression of 2D Echocardiography Small-Scale Tabular Data. FIMH Tuan Aqeel Bohoran, Polydoros N. Kampaktsis, Laura McLaughlin, Jay Leb, Serafeim P. Moustakidis, Gerry P. McCann, Archontis Giannakidis
2023	—	`conf`	Towards Explainable AI Validation in Industry 4.0: A Fuzzy Cognitive Map-based Evaluation Framework for Assessing Business Value. ICE/ITMC Zoumpolia Dikopoulou, Eleni Lavasa, Sergi Perez-Castanos, David Monzo, Serafeim P. Moustakidis
2022	—	`conf`	A Convolutional Neural Network-based explainable classification method of SPECT myocardial perfusion images in nuclear cardiology. IISA Nikolaos I. Papandrianos, Anna Feleki, Serafeim P. Moustakidis, Elpiniki I. Papageorgiou
2022	J	`jnl`	A novel multi-atlas segmentation approach under the semi-supervised learning framework: Application to knee cartilage segmentation. Comput. Methods Programs Biomed. Christos G. Chadoulos, Dimitrios Tsaopoulos, Serafeim P. Moustakidis, Nikolaos L. Tsakiridis, John B. Theocharis
2022	—	`conf`	Automated Recognition of healthy Anterior Cruciate Ligament in Sagittal MR images using Lightweight Deep Learning. IISA Athanasios Siouras, Serafeim P. Moustakidis, Archontis Giannakidis, Georgios Chalatsis, Konstantinos N. Malizos, Michael Hantes, Sotiris K. Tasoulis, Dimitrios Tsaopoulos
2022	B	`conf`	Deep Hybrid Learning for Anomaly Detection in Behavioral Monitoring. IJCNN Spiros V. Georgakopoulos, Sotiris K. Tasoulis, Aristidis G. Vrahatis, Serafeim P. Moustakidis, Dimitrios Tsaopoulos, Vassilis P. Plagianakos
2022	J	`jnl`	Prediction of Injuries in CrossFit Training: A Machine Learning Perspective. Algorithms Serafeim P. Moustakidis, Athanasios Siouras, Konstantinos Vassis, Ioannis Misiris, Elpiniki Papageorgiou, Dimitrios Tsaopoulos
2021	J	`jnl`	An Explainable Machine Learning Model for Material Backorder Prediction in Inventory Management. Sensors Charis Ntakolia, Christos Kokkotis, Patrik Karlsson, Serafeim P. Moustakidis
2021	—	`conf`	An explainable machine learning pipeline for backorder prediction in inventory management systems. PCI Charis Ntakolia, Christos Kokkotis, Serafeim P. Moustakidis, Elpiniki Papageorgiou
2021	—	`conf`	Deep Learning for Bone Metastasis Localisation in Nuclear Imaging data of Breast Cancer Patients. IISA Serafeim P. Moustakidis, Athanasios Siouras, Nikolaos I. Papandrianos, Charis Ntakolia, Elpiniki Papageorgiou
2021	J	`jnl`	GLIME: A new graphical methodology for interpretable model-agnostic explanations. CoRR Zoumpolia Dikopoulou, Serafeim P. Moustakidis, Patrik Karlsson
2021	J	`jnl`	Identification of most important features based on a fuzzy ensemble technique: Evaluation on joint space narrowing progression in knee osteoarthritis patients. Int. J. Medical Informatics Charis Ntakolia, Christos Kokkotis, Serafeim P. Moustakidis, Dimitrios Tsaopoulos
2021	—	`conf`	Multi-atlas segmentation of knee cartilage via Semi-supervised Regional Label Propagation. CSAI Christos G. Chadoulos, Serafeim P. Moustakidis, Dimitrios Tsaopoulos, John B. Theocharis
2020	—	`conf`	A Machine Learning workflow for Diagnosis of Knee Osteoarthritis with a focus on post-hoc explainability. IISA Christos Kokkotis, Serafeim P. Moustakidis, Elpiniki Papageorgiou, Giannis Giakas, Dimitrios Tsaopoulos
2020	C	`conf`	A machine learning pipeline for predicting joint space narrowing in knee osteoarthritis patients. BIBE Charis Ntakolia, Christos Kokkotis, Serafeim P. Moustakidis, Dimitrios Tsaopoulos
2020	J	`jnl`	A novel feature extraction methodology using Siamese convolutional neural networks for intrusion detection. Cybersecur. Serafeim P. Moustakidis, Patrik Karlsson
2020	J	`jnl`	Conventional and machine learning approaches as countermeasures against hardware trojan attacks. Microprocess. Microsystems Konstantinos Liakos, Georgios K. Georgakilas, Serafeim P. Moustakidis, Nicolas Sklavos, Fotis C. Plessas
2020	—	`conf`	Physical Activity as a Risk Factor in the Progression of Osteoarthritis: A Machine Learning Perspective. LION Antonios Alexos, Serafeim P. Moustakidis, Christos Kokkotis, Dimitrios Tsaopoulos
2020	—	`conf`	Prediction of pain in knee osteoarthritis patients using machine learning: Data from Osteoarthritis Initiative. IISA Antonios Alexos, Christos Kokkotis, Serafeim P. Moustakidis, Elpiniki Papageorgiou, Dimitrios Tsaopoulos
2019	J	`jnl`	Application of machine intelligence for osteoarthritis classification: a classical implementation and a quantum perspective. Quantum Mach. Intell. Serafeim P. Moustakidis, Eirini Christodoulou, Elpiniki Papageorgiou, Christos Kokkotis, Nikolaos I. Papandrianos, Dimitrios Tsaopoulos
2019	—	`conf`	Exploring deep learning capabilities in knee osteoarthritis case study for classification. IISA Eirini Christodoulou, Serafeim P. Moustakidis, Nikolaos I. Papandrianos, Dimitrios Tsaopoulos, Elpiniki Papageorgiou
2017	—	`conf`	Machine Learning Based Computational Analysis Method for Cattle Lameness Prediction. HAICTA Konstantinos Liakos, Serafeim P. Moustakidis, Georgia Tsiotra, Thomas Bartzanas, Dionysis Bochtis, Constantinos Parisses
2014	—	`conf`	Long Range Ultrasonic inspection of aircraft wiring. ISIE Thayaparan Parthipan, P. Jackson, A. Chong, Mathew Legg, Abbas Mohimi, Vassilios Kappatos, Cem Selcuk, Tat-Hean Gan, Serafeim P. Moustakidis, K. Hrissagis
2012	J	`jnl`	A fast SVM-based wrapper feature selection method driven by a fuzzy complementary criterion. Pattern Anal. Appl. Serafeim P. Moustakidis, John B. Theocharis
2012	J	`jnl`	SVM-Based Fuzzy Decision Trees for Classification of High Spatial Resolution Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. Serafeim P. Moustakidis, Giorgos Mallinis, Nikos Koutsias, John B. Theocharis, Vassilios Petridis
2010	B	`conf`	A Fuzzy Complementary Criterion for structure learning of a neuro-fuzzy classifier. FUZZ-IEEE Nikolaos E. Mitrakis, Serafeim P. Moustakidis, John B. Theocharis
2010	J	`jnl`	SVM-FuzCoC: A novel SVM-based feature selection method using a fuzzy complementary criterion. Pattern Recognit. Serafeim P. Moustakidis, John B. Theocharis
2008	J	`jnl`	An adaptive neuro-fuzzy tracking control for multi-input nonlinear dynamic systems. Autom. Serafeim P. Moustakidis, George A. Rovithakis, John B. Theocharis
2008	J	`jnl`	Subject Recognition Based on Ground Reaction Force Measurements of Gait Signals. IEEE Trans. Syst. Man Cybern. Part B Serafeim P. Moustakidis, John B. Theocharis, Giannis Giakas