Socratis Gkelios

According to our database, Socratis Gkelios authored at least 12 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Improving time and energy efficiency in multi-UAV coverage operations by optimizing the UAVs' initial positions.

Aliki Stefanopoulou, Emmanuel K. Raptis, Savvas D. Apostolidis, Socratis Gkelios, Athanasios Ch. Kapoutsis, Savvas A. Chatzichristofis, Stefanos Vrochidis, Elias B. Kosmatopoulos

Int. J. Intell. Robotics Appl., September, 2024

Neuro-distributed cognitive adaptive optimization for training neural networks in a parallel and asynchronous manner.

Panagiotis Michailidis, Iakovos T. Michailidis, Socratis Gkelios, Georgios Karatzinis, Elias B. Kosmatopoulos

Integr. Comput. Aided Eng., 2024

Synergizing Global and Local Strategies for Dynamic Project Management: An Advanced Machine Learning-Enhanced Framework.

George Sklias, Socratis Gkelios, Dimitrios Dimitriou, Maria Sartzetaki, Savvas A. Chatzichristofis

IEEE Access, 2024

2023

Universal Image Embedding: Retaining and Expanding Knowledge With Multi-Domain Fine-Tuning.

Socratis Gkelios, Anestis Kastellos, Yiannis S. Boutalis, Savvas A. Chatzichristofis

IEEE Access, 2023

Spline-Based Dynamic Object Handling in Autonomous Vehicles: A Model-Based Path Planning Algorithm.

Aliki Stefanopoulou, Socratis Gkelios, Athanasios Ch. Kapoutsis, Elias B. Kosmatopoulos, Yiannis S. Boutalis

Proceedings of the 31st Mediterranean Conference on Control and Automatio, 2023

Fine-Tuning Large-Scale Project Scheduling.

George Sklias, Socratis Gkelios, Dimitrios Dimitriou

Proceedings of the Information Systems, 2023

Autonomous Driving Through Deep Learning in Video Games: A Visual-Based Perception and Action Approach.

Anestis Kastellos, Socratis Gkelios, Savvas A. Chatzichristofis, Pericles Leng Cheng

Proceedings of the 19th International Conference on Distributed Computing in Smart Systems and the Internet of Things, 2023

2022

6th Place Solution to Google Universal Image Embedding.

Socratis Gkelios, Anestis Kastellos, Savvas A. Chatzichristofis

CoRR, 2022

Grape Leaf Diseases Identification System Using Convolutional Neural Networks and LoRa Technology.

Zinon Zinonos, Socratis Gkelios, Alá F. Khalifeh, Diofantos G. Hadjimitsis, Yiannis S. Boutalis, Savvas A. Chatzichristofis

IEEE Access, 2022

Educational Robotics in the Service of the Gestalt Similarity Principle.

Aphrodite Sophokleous, Angelos Amanatiadis, Socratis Gkelios, Savvas A. Chatzichristofis

Proceedings of the IEEE International Conference on Consumer Electronics, 2022

2021

Deep convolutional features for image retrieval.

Socratis Gkelios, Aphrodite Sophokleous, Spyridon Plakias, Yiannis S. Boutalis, Savvas A. Chatzichristofis

Expert Syst. Appl., 2021

Investigating the Vision Transformer Model for Image Retrieval Tasks.

Socratis Gkelios, Yiannis S. Boutalis, Savvas A. Chatzichristofis

Proceedings of the 17th International Conference on Distributed Computing in Sensor Systems, 2021