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Charis Ntakolia

Observed names: C. Ntakolia, Charis Ntakolia
ORCID: 0000-0001-9780-9815
Observed ORCID: 0000-0001-9780-9815
OpenAlex ID: A5012632769
Enhancing property prediction and process optimization in building materials through machine learning: A review
2023 · Konstantinos Stergiou, Charis Ntakolia, et al. · Computational Materials Science · 171
A comparative study on Ant Colony Optimization algorithm approaches for solving multi-objective path planning problems in case of unmanned surface vehicles
2022 · Charis Ntakolia, Dimitrios V. Lyridis · Ocean Engineering · 89
Autonomous path planning with obstacle avoidance for smart assistive systems
2022 · Charis Ntakolia, Serafeim Moustakidis, et al. · Expert Systems with Applications · 73
Machine learning applied on the district heating and cooling sector: a review
2021 · Charis Ntakolia, Athanasios Anagnostis, et al. · Energy Systems · 71
Explainable machine learning for knee osteoarthritis diagnosis based on a novel fuzzy feature selection methodology
2022 · Christos Kokkotis, Charis Ntakolia, et al. · Physical and Engineering Sciences in Medicine · 67
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An Explainable Machine Learning Model for Material Backorder Prediction in Inventory Management
2021 · Charis Ntakolia, Christos Kokkotis, et al. · Sensors · 67
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Leveraging explainable machine learning to identify gait biomechanical parameters associated with anterior cruciate ligament injury
2022 · Christos Kokkotis, Serafeim Moustakidis, et al. · Scientific Reports · 55
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A swarm intelligence graph-based pathfinding algorithm (SIGPA) for multi-objective route planning
2021 · Charis Ntakolia, Dimitris K. Iakovidis · Computers & Operations Research · 52
User-centered system design for assisted navigation of visually impaired individuals in outdoor cultural environments
2020 · Charis Ntakolia, George Dimas, et al. · Universal Access in the Information Society · 48
A Lightweight Convolutional Neural Network Architecture Applied for Bone Metastasis Classification in Nuclear Medicine: A Case Study on Prostate Cancer Patients
2020 · Charis Ntakolia, Dimitrios E. Diamantis, et al. · Healthcare · 37
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Prediction of Joint Space Narrowing Progression in Knee Osteoarthritis Patients
2021 · Charis Ntakolia, Christos Kokkotis, et al. · Diagnostics · 32
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A Swarm Intelligence Graph-Based Pathfinding Algorithm Based on Fuzzy Logic (SIGPAF): A Case Study on Unmanned Surface Vehicle Multi-Objective Path Planning
2021 · Charis Ntakolia, Dimitrios V. Lyridis · Journal of Marine Science and Engineering · 28
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A route planning framework for smart wearable assistive navigation systems
2021 · Charis Ntakolia, Dimitris K. Iakovidis · SN Applied Sciences · 28
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A machine learning pipeline for predicting joint space narrowing in knee osteoarthritis patients
2020 · Charis Ntakolia, Christos Kokkotis, et al. · IEEE International Conference on Bioinformatics and Bioengineering (BIBE) · 28
A Genetic Algorithm enhanced with Fuzzy-Logic for multi-objective Unmanned Aircraft Vehicle path planning missions
2022 · Charis Ntakolia, Konstantinos S. Platanitis, et al. · International Conference on Unmanned Aircraft Systems (ICUAS) · 26
An Explainable Machine Learning Approach for COVID-19’s Impact on Mood States of Children and Adolescents during the First Lockdown in Greece
2022 · Charis Ntakolia, Dimitrios Priftis, et al. · Healthcare · 25
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A n − D ant colony optimization with fuzzy logic for air traffic flow management
2022 · Charis Ntakolia, Dimitrios V. Lyridis · Operational Research · 21
Identification of most important features based on a fuzzy ensemble technique: Evaluation on joint space narrowing progression in knee osteoarthritis patients
2021 · Charis Ntakolia, Christos Kokkotis, et al. · International Journal of Medical Informatics · 21
Digital Enhancement of Cultural Experience and Accessibility for the Visually Impaired
2019 · Dimitris K. Iakovidis, Dimitrios Diamantis, et al. · EAI/Springer Innovations in Communication and Computing · 21
A dynamic integer programming approach for free flight air traffic management (ATM) scenario with 4D-trajectories and energy efficiency aspects
2019 · Charis Ntakolia, Hernan Caceres, et al. · Optimization Letters · 19
A Fuzzy Logic Approach of Pareto Optimality for Multi-objective Path Planning in case of Unmanned Surface Vehicle
2023 · Charis Ntakolia, Georgios P. Kladis, et al. · Journal of Intelligent & Robotic Systems · 17
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Interpretable Machine Learning approach for predicting clinically significant suicide risk: A case study of patients with major depressive disorder in Greece
2025 · Charis Ntakolia, Vasiliki Yotsidi, et al. · Psychiatry Research · 14
Mental health of children and adolescents with pre-existing psychiatric and developmental disorders during the first pandemic-related lockdown: A cross-sectional study in Greece
2022 · K. Magklara, I. Giannopoulou, et al. · Psychiatry Research Communications · 14
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Path Planning in the Case of Swarm Unmanned Surface Vehicles for Visiting Multiple Targets
2023 · Charis Ntakolia, Dimitrios V. Lyridis · Journal of Marine Science and Engineering · 12
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Swarm unmanned surface vehicle path planning for visiting multiple targets
2023 · Charis Ntakolia, Christos Papaleonidas, et al. · Transportation research procedia · 12
Works count: 46
Citation count: 1,126
H-index: 19
I10-index: 28
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