Serafeim Moustakidis

SVM-Based Fuzzy Decision Trees for Classification of High Spatial Resolution Remote Sensing Images

Serafeim Moustakidis, Giorgos Mallinis, Nikos Koutsias et al. · IEEE Transactions on Geoscience and Remote Sensing · 2011 · 103 citations

Computing, Earth Sciences, Computer Vision +16

An Explainable Machine Learning Pipeline for Stroke Prediction on Imbalanced Data

Christos Kokkotis, Georgios Giarmatzis, Serafeim Moustakidis et al. · Diagnostics · 2022 · 89 citations · Full text

Computing, Computer Science, Neurology +17

Subject Recognition Based on Ground Reaction Force Measurements of Gait Signals

Serafeim Moustakidis, John B. Theocharis, Giannis Giakas · IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics) · 2008 · 75 citations

Computing, Bioengineering, Biomedical Engineering +17

Autonomous path planning with obstacle avoidance for smart assistive systems

Charis Ntakolia, Serafeim Moustakidis, Athanasios Siouras · Expert Systems with Applications · 2022 · 70 citations

Computing, Autonomous Systems, Robotics Engineering +16

Explainable machine learning for knee osteoarthritis diagnosis based on a novel fuzzy feature selection methodology

Christos Kokkotis, Charis Ntakolia, Serafeim Moustakidis et al. · Physical and Engineering Sciences in Medicine · 2022 · 59 citations · Full text

Computing, Orthopaedic Surgery, Orthopedic Surgery +16