Serafeim P. Moustakidis

发表

A Fuzzy Complementary Criterion for structure learning of a neuro-fuzzy classifier

Ioannis B. Theocharis, Nikolaos E. Mitrakis, Serafeim P. Moustakidis, 2010, International Conference on Fuzzy Systems.

Subject Recognition Based on Ground Reaction Force Measurements of Gait Signals

Ioannis B. Theocharis, Serafeim P. Moustakidis, G. Giakas, 2008, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics).

An adaptive neuro-fuzzy tracking control for multi-input nonlinear dynamic systems

George A. Rovithakis, Ioannis B. Theocharis, Serafeim P. Moustakidis, 2008, Autom..

A fast SVM-based wrapper feature selection method driven by a fuzzy complementary criterion

Ioannis B. Theocharis, Serafeim P. Moustakidis, 2012, Pattern Analysis and Applications.

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

Nikos Koutsias, Giorgos Mallinis, Ioannis B. Theocharis, 2012, IEEE Transactions on Geoscience and Remote Sensing.

SVM-FuzCoC: A novel SVM-based feature selection method using a fuzzy complementary criterion

Ioannis B. Theocharis, Serafeim P. Moustakidis, S. Moustakidis, 2010, Pattern Recognit..

An Explainable Machine Learning Pipeline for Stroke Prediction on Imbalanced Data

Serafeim P. Moustakidis, D. Tsiptsios, S. Moustakidis, 2022, Diagnostics.

Machine Learning Techniques for the Prediction of Functional Outcomes in the Rehabilitation of Post-Stroke Patients: A Scoping Review

Serafeim P. Moustakidis, F. Christidi, D. Tsiptsios, 2022, BioMed.

Machine learning applied on the district heating and cooling sector: a review

Serafeim P. Moustakidis, Athanasios Anagnostis, C. Ntakolia, 2021, Energy Systems.

A Hybrid Bimodal LSTM Architecture for Cascading Thermal Energy Storage Modelling

Serafeim P. Moustakidis, D. Bochtis, E. Papageorgiou, 2022, Energies.

Deep learning-enhanced nuclear medicine SPECT imaging applied to cardiac studies

Nikolaos I. Papandrianos, Serafeim P. Moustakidis, Ioannis D. Apostolopoulos, 2023, EJNMMI Physics.

AI-based classification algorithms in SPECT myocardial perfusion imaging for cardiovascular diagnosis: a review

Nikolaos I. Papandrianos, Serafeim P. Moustakidis, Ioannis D. Apostolopoulos, 2022, Nuclear medicine communications.

Machine learning‐based prediction of mortality after heart transplantation in adults with congenital heart disease: A UNOS database analysis

Serafeim P. Moustakidis, P. Kampaktsis, A. Briasoulis, 2022, Clinical transplantation.

Automated Recognition of healthy Anterior Cruciate Ligament in Sagittal MR images using Lightweight Deep Learning

Serafeim P. Moustakidis, Sotiris K. Tasoulis, D. Tsaopoulos, 2022, 2022 13th International Conference on Information, Intelligence, Systems & Applications (IISA).

Identifying Soccer Teams’ Styles of Play: A Scoping and Critical Review

Serafeim P. Moustakidis, G. Giakas, D. Tsaopoulos, 2023, Journal of functional morphology and kinesiology.

An Explainable Classification Method of SPECT Myocardial Perfusion Images in Nuclear Cardiology Using Deep Learning and Grad-CAM

Nikolaos I. Papandrianos, Serafeim P. Moustakidis, Ioannis D. Apostolopoulos, 2022, Applied Sciences.

Leveraging explainable machine learning to identify gait biomechanical parameters associated with anterior cruciate ligament injury

Serafeim P. Moustakidis, G. Giakas, D. Tsaopoulos, 2022, Scientific Reports.

Evaluation of Blood Biomarkers and Parameters for the Prediction of Stroke Survivors’ Functional Outcome upon Discharge Utilizing Explainable Machine Learning

Serafeim P. Moustakidis, D. Tsiptsios, S. Moustakidis, 2023, Diagnostics.

Enhancing property prediction and process optimization in building materials through machine learning: A review

Serafeim P. Moustakidis, Konstantinos D. Stergiou, E. Koumoulos, 2023, Computational Materials Science.

A Convolutional Neural Network-based explainable classification method of SPECT myocardial perfusion images in nuclear cardiology

Nikolaos I. Papandrianos, Serafeim P. Moustakidis, E. Papageorgiou, 2022, 2022 13th International Conference on Information, Intelligence, Systems & Applications (IISA).

Autonomous path planning with obstacle avoidance for smart assistive systems

Serafeim P. Moustakidis, S. Moustakidis, A. Siouras, 2022, Expert Syst. Appl..

Mobile Robots: Current Advances and Future Perspectives

Dionysis Bochtis, Serafeim P. Moustakidis, Serafeim Moustakidis, 2021, Innovation in Agricultural Robotics for Precision Agriculture.