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Dr. Charis Ntakolia
Dr. Charis Ntakolia
Assistant Professor at Hellenic Air Foce Academy
在 naval.ntua.gr 的电子邮件经过验证 - 首页
标题
引用次数
引用次数
年份
A comparative study on Ant Colony Optimization algorithm approaches for solving multi-objective path planning problems in case of unmanned surface vehicles
C Ntakolia, DV Lyridis
Ocean engineering 255, 111418, 2022
402022
Machine learning applied on the district heating and cooling sector: a review
C Ntakolia, A Anagnostis, S Moustakidis, N Karcanias
Energy Systems, 1-30, 2021
402021
A swarm intelligence graph-based pathfinding algorithm (SIGPA) for multi-objective route planning
C Ntakolia, DK Iakovidis
Computers & Operations Research 133, 105358, 2021
382021
Enhancing property prediction and process optimization in building materials through machine learning: A review
K Stergiou, C Ntakolia, P Varytis, E Koumoulos, P Karlsson, S Moustakidis
Computational Materials Science 220, 112031, 2023
372023
User-centered system design for assisted navigation of visually impaired individuals in outdoor cultural environments
C Ntakolia, G Dimas, DK Iakovidis
Universal Access in the Information Society 21 (1), 249-274, 2022
362022
Explainable Machine Learning for Knee Osteoarthritis Diagnosis Based on a Novel Fuzzy Feature Selection Methodology
C Kokkotis, C Ntakolia, S Moustakidis, G Giakas, D Tsaopoulos
Phys Eng Sci Med, 2022
352022
An explainable machine learning model for material backorder prediction in inventory management
C Ntakolia, C Kokkotis, P Karlsson, S Moustakidis
Sensors 21 (23), 7926, 2021
302021
A Lightweight Convolutional Neural Network Architecture Applied for Bone Metastasis Classification in Nuclear Medicine: A Case Study on Prostate Cancer Patients
C Ntakolia, DE Diamantis, N Papandrianos, S Moustakidis, ...
Healthcare 8 (4), 493, 2020
302020
Autonomous path planning with obstacle avoidance for smart assistive systems
C Ntakolia, S Moustakidis, A Siouras
Expert Systems with Applications 213, 119049, 2023
292023
Digital enhancement of cultural experience and accessibility for the visually impaired
DK Iakovidis, D Diamantis, G Dimas, C Ntakolia, E Spyrou
Technological Trends in Improved Mobility of the Visually Impaired, 237-271, 2020
222020
Prediction of joint space narrowing progression in knee osteoarthritis patients
C Ntakolia, C Kokkotis, S Moustakidis, D Tsaopoulos
Diagnostics 11 (2), 285, 2021
202021
A route planning framework for smart wearable assistive navigation systems
C Ntakolia, DK Iakovidis
SN Applied Sciences 3 (1), 104, 2021
192021
A machine learning pipeline for predicting joint space narrowing in knee osteoarthritis patients
C Ntakolia, C Kokkotis, S Moustakidis, D Tsaopoulos
2020 IEEE 20th International Conference on Bioinformatics and Bioengineering …, 2020
192020
A swarm intelligence graph-based pathfinding algorithm based on fuzzy logic (sigpaf): A case study on unmanned surface vehicle multi-objective path planning
C Ntakolia, DV Lyridis
Journal of Marine Science and Engineering 9 (11), 1243, 2021
182021
Leveraging explainable machine learning to identify gait biomechanical parameters associated with anterior cruciate ligament injury
C Kokkotis, S Moustakidis, T Tsatalas, C Ntakolia, G Chalatsis, ...
Scientific Reports 12 (1), 6647, 2022
172022
An explainable machine learning approach for COVID-19’s impact on mood states of children and adolescents during the first lockdown in greece
C Ntakolia, D Priftis, M Charakopoulou-Travlou, I Rannou, K Magklara, ...
Healthcare 10 (1), 149, 2022
162022
A dynamic integer programming approach for free flight air traffic management (ATM) scenario with 4D-trajectories and energy efficiency aspects
C Ntakolia, H Caceres, J Coletsos
Optimizzation Letters, 1-22, 2019
162019
Identification of most important features based on a fuzzy ensemble technique: Evaluation on joint space narrowing progression in knee osteoarthritis patients
C Ntakolia, C Kokkotis, S Moustakidis, D Tsaopoulos
International Journal of Medical Informatics 156, 104614, 2021
142021
A n − D ant colony optimization with fuzzy logic for air traffic flow management
C Ntakolia, DV Lyridis
Operational Research 22 (5), 5035-5053, 2022
132022
A Genetic Algorithm enhanced with Fuzzy-Logic for multi-objective Unmanned Aircraft Vehicle path planning missions
C Ntakolia, KS Platanitis, GP Kladis, C Skliros, AD Zagorianos
2022 International Conference on Unmanned Aircraft Systems (ICUAS), 114-123, 2022
122022
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