Christos Kokkotis

14 papers C 1Journal 8Unranked 4

Year	Rank	Type	Title / Venue / Authors
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`	Artificial Intelligence and the Human-Computer Interaction in Occupational Therapy: A Scoping Review. Algorithms Ioannis Kansizoglou, Christos Kokkotis, Theodoros Stampoulis, Erasmia Giannakou, Panagiotis Siaperas, Stavros Kallidis, Maria Koutra, Paraskevi Malliou, Maria Michalopoulou, Antonios Gasteratos
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
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
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	—	`—`	Applications of machine learning algorithms in quality of life Christos Kokkotis
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
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	—	`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