Obstacle Detection Based on Generative Adversarial Networks and Fuzzy Sets for Computer-Assisted Navigation. - George Dimas; Charis Ntakolia; Dimitrios K. Iakovidis (EANN, 2019)

A machine learning pipeline for predicting joint space narrowing in knee osteoarthritis patients. - Charis Ntakolia; Christos Kokkotis; Serafeim P. Moustakidis; Dimitrios Tsaopoulos (BIBE, 2020)

A dynamic integer programming approach for free flight air traffic management (ATM) scenario with 4D-trajectories and energy efficiency aspects. - Charis Ntakolia; Hernan Caceres; John Coletsos (Optim. Lett., 2020)

Deep Learning for Bone Metastasis Localisation in Nuclear Imaging data of Breast Cancer Patients. - Serafeim P. Moustakidis; Athanasios Siouras; Nikolaos I. Papandrianos; Charis Ntakolia; Elpiniki Papageorgiou (IISA, 2021)

An explainable machine learning pipeline for backorder prediction in inventory management systems. - Charis Ntakolia; Christos Kokkotis; Serafeim P. Moustakidis; Elpiniki Papageorgiou (PCI, 2021)

A swarm intelligence graph-based pathfinding algorithm (SIGPA) for multi-objective route planning. - Charis Ntakolia; Dimitris K. Iakovidis (Comput. Oper. Res., 2021)

Identification of most important features based on a fuzzy ensemble technique: Evaluation on joint space narrowing progression in knee osteoarthritis patients. - Charis Ntakolia; Christos Kokkotis; Serafeim P. Moustakidis; Dimitrios Tsaopoulos (Int. J. Medical Informatics, 2021)

An Explainable Machine Learning Model for Material Backorder Prediction in Inventory Management. - Charis Ntakolia; Christos Kokkotis; Patrik Karlsson; Serafeim P. Moustakidis (Sensors, 2021)

A n - D ant colony optimization with fuzzy logic for air traffic flow management. - Charis Ntakolia; Dimitrios V. Lyridis (Oper. Res., 2022)

User-centered system design for assisted navigation of visually impaired individuals in outdoor cultural environments. - Charis Ntakolia; George Dimas; Dimitris K. Iakovidis (Univers. Access Inf. Soc., 2022)

Autonomous path planning with obstacle avoidance for smart assistive systems. - Charis Ntakolia; Serafeim P. Moustakidis; Athanasios Siouras (Expert Syst. Appl., 2023)

A Fuzzy Logic Approach of Pareto Optimality for Multi-objective Path Planning in case of Unmanned Surface Vehicle. - Charis Ntakolia; Georgios P. Kladis; Dimitrios V. Lyridis (J. Intell. Robotic Syst., 2023)

A Stochastic Modelling and Optimization for the Design of an LNG Refuelling System in the Piraeus Port Region. - Charis Ntakolia; Michalis Douloumpekis; Christos Papaleonidas; Violetta Tsiampa; Dimitrios V. Lyridis (Oper. Res. Forum, 2023)

Emotion-aware brain storm optimization. - Charis Ntakolia; Dimitra-Christina C. Koutsiou; Dimitris K. Iakovidis (Memetic Comput., 2023)