An Explainable Machine Learning Model for Material Backorder Prediction in Inventory Management von Ntakolia, Charis, Kokkotis, Christos, Karlsson, Patrik, Moustakidis, Serafeim

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Leveraging explainable machine learning to identify gait biomechanical parameters associated with anterior cruciate ligament injury von Kokkotis, Christos, Moustakidis, Serafeim, Tsatalas, Themistoklis, Ntakolia, Charis, Chalatsis, Georgios, Konstadakos, Stylianos, Hantes, Michael E., Giakas, Giannis, Tsaopoulos, Dimitrios

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Identification of Risk Factors and Machine Learning-Based Prediction Models for Knee Osteoarthritis Patients von Kokkotis, Christos, Moustakidis, Serafeim, Giakas, Giannis, Tsaopoulos, Dimitrios

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Prediction of Joint Space Narrowing Progression in Knee Osteoarthritis Patients von Ntakolia, Charis, Kokkotis, Christos, Moustakidis, Serafeim, Tsaopoulos, Dimitrios

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Predicting Football Team Performance with Explainable AI: Leveraging SHAP to Identify Key Team-Level Performance Metrics von Moustakidis, Serafeim, Plakias, Spyridon, Kokkotis, Christos, Tsatalas, Themistoklis, Tsaopoulos, Dimitrios

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Identifying Key Factors for Securing a Champions League Position in French Ligue 1 Using Explainable Machine Learning Techniques von Plakias, Spyridon, Kokkotis, Christos, Mitrotasios, Michalis, Armatas, Vasileios, Tsatalas, Themistoklis, Giakas, Giannis

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An Explainable Machine Learning Pipeline for Stroke Prediction on Imbalanced Data von Kokkotis, Christos, Giarmatzis, Georgios, Giannakou, Erasmia, Moustakidis, Serafeim, Tsatalas, Themistoklis, Tsiptsios, Dimitrios, Vadikolias, Konstantinos, Aggelousis, Nikolaos

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Identifying Soccer Players’ Playing Styles: A Systematic Review von Plakias, Spyridon, Moustakidis, Serafeim, Kokkotis, Christos, Papalexi, Marina, Tsatalas, Themistoklis, Giakas, Giannis, Tsaopoulos, Dimitrios

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A Bibliometric Analysis of Soccer Biomechanics von Plakias, Spyridon, Tsatalas, Themistoklis, Mina, Minas A., Kokkotis, Christos, Kellis, Eleftherios, Giakas, Giannis

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Identifying Country-Level Risk Factors for the Spread of COVID-19 in Europe Using Machine Learning von Moustakidis, Serafeim, Kokkotis, Christos, Tsaopoulos, Dimitrios, Sfikakis, Petros, Tsiodras, Sotirios, Sypsa, Vana, Zaoutis, Theoklis E, Paraskevis, Dimitrios

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Investigating the Role of Second Chance Schools and COVID-19 Pandemic on the Mental Health and Self-Image of Greek Adult Students von Karakitsiou, Georgia, Plakias, Spyridon, Kedraka, Katerina, Arvaniti, Aikaterini, Kokkotis, Christos, Tsiakiri, Anna, Samakouri, Maria

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Identifying Robust Risk Factors for Knee Osteoarthritis Progression: An Evolutionary Machine Learning Approach von Kokkotis, Christos, Moustakidis, Serafeim, Baltzopoulos, Vasilios, Giakas, Giannis, Tsaopoulos, Dimitrios

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Identifying Soccer Teams' Styles of Play: A Scoping and Critical Review von Plakias, Spyridon, Moustakidis, Serafeim, Kokkotis, Christos, Tsatalas, Themistoklis, Papalexi, Marina, Plakias, Dionysios, Giakas, Giannis, Tsaopoulos, Dimitrios

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The Impact of Heat Exposure on the Health and Performance of Soccer Players: A Narrative Review and Bibliometric Analysis von Plakias, Spyridon, Tsatalas, Themistoklis, Mina, Minas A, Kokkotis, Christos, Flouris, Andreas D, Giakas, Giannis

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Explainable Machine Learning Models for Identification of Food-Related Lifestyle Factors in Chicken Meat Consumption Case in Northern Greece von Chiras, Dimitrios, Stamatopoulou, Marina, Paraskevis, Nikolaos, Moustakidis, Serafeim, Tzimitra-Kalogianni, Irini, Kokkotis, Christos

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Biomechanical Effects on Lower Extremities in Human-Robot Collaborative Agricultural Tasks von Benos, Lefteris, Kokkotis, Christos, Tsatalas, Themistoklis, Karampina, Evangeli, Tsaopoulos, Dimitrios, Bochtis, Dionysis

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Exploring the influence of playing styles on physical demands in professional football von Plakias, Spyridon, Tsatalas, Themistoklis, Moustakidis, Serafeim, Kalapotharakos, Vasilios, Kokkotis, Christos, Papalexi, Marina, Giakas, Giannis, Tsaopoulos, Dimitrios

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Innovative Visualization Approach for Biomechanical Time Series in Stroke Diagnosis Using Explainable Machine Learning Methods: A Proof-of-Concept Study von Apostolidis, Kyriakos, Kokkotis, Christos, Karakasis, Evangelos, Karampina, Evangeli, Moustakidis, Serafeim, Menychtas, Dimitrios, Giarmatzis, Georgios, Tsiptsios, Dimitrios, Vadikolias, Konstantinos, Aggelousis, Nikolaos

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Leukoaraiosis as a Predictor of Depression and Cognitive Impairment among Stroke Survivors: A Systematic Review von Tziaka, Eftychia, Christidi, Foteini, Tsiptsios, Dimitrios, Sousanidou, Anastasia, Karatzetzou, Stella, Tsiakiri, Anna, Doskas, Triantafyllos K, Tsamakis, Konstantinos, Retzepis, Nikolaos, Konstantinidis, Christos, Kokkotis, Christos, Serdari, Aspasia, Aggelousis, Nikolaos, Vadikolias, Konstantinos

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Evaluation of Blood Biomarkers and Parameters for the Prediction of Stroke Survivors' Functional Outcome upon Discharge Utilizing Explainable Machine Learning von Gkantzios, Aimilios, Kokkotis, Christos, Tsiptsios, Dimitrios, Moustakidis, Serafeim, Gkartzonika, Elena, Avramidis, Theodoros, Aggelousis, Nikolaos, Vadikolias, Konstantinos

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