Socratis Gkelios

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 11

Top Topics

Image Retrieval

Path Planning Algorithm

Convolutional Neural Networks

Top Venues

Publications

George Sklias, Socratis Gkelios, Dimitrios Dimitriou, Maria Sartzetaki, Savvas A. Chatzichristofis
Synergizing Global and Local Strategies for Dynamic Project Management: An Advanced Machine Learning-Enhanced Framework. IEEE Access 12 (2024)
Aliki Stefanopoulou, Socratis Gkelios, Athanasios Ch. Kapoutsis, Elias B. Kosmatopoulos, Yiannis S. Boutalis
Spline-Based Dynamic Object Handling in Autonomous Vehicles: A Model-Based Path Planning Algorithm. MED (2023)
George Sklias, Socratis Gkelios, Dimitrios Dimitriou
Fine-Tuning Large-Scale Project Scheduling. EMCIS (1) (2023)
Anestis Kastellos, Socratis Gkelios, Savvas A. Chatzichristofis, Pericles Leng Cheng
Autonomous Driving Through Deep Learning in Video Games: A Visual-Based Perception and Action Approach. DCOSS-IoT (2023)
Socratis Gkelios, Anestis Kastellos, Yiannis S. Boutalis, Savvas A. Chatzichristofis
Universal Image Embedding: Retaining and Expanding Knowledge With Multi-Domain Fine-Tuning. IEEE Access 11 (2023)
Zinon Zinonos, Socratis Gkelios, Alá F. Khalifeh, Diofantos G. Hadjimitsis, Yiannis S. Boutalis, Savvas A. Chatzichristofis
Grape Leaf Diseases Identification System Using Convolutional Neural Networks and LoRa Technology. IEEE Access 10 (2022)
Aphrodite Sophokleous, Angelos Amanatiadis, Socratis Gkelios, Savvas A. Chatzichristofis
Educational Robotics in the Service of the Gestalt Similarity Principle. ICCE (2022)
Socratis Gkelios, A. Kastellos, Savvas A. Chatzichristofis
6th Place Solution to Google Universal Image Embedding. CoRR (2022)
Socratis Gkelios, Aphrodite Sophokleous, Spyridon Plakias, Yiannis S. Boutalis, Savvas A. Chatzichristofis
Deep convolutional features for image retrieval. Expert Syst. Appl. 177 (2021)
Socratis Gkelios, Yiannis S. Boutalis, Savvas A. Chatzichristofis
Investigating the Vision Transformer Model for Image Retrieval Tasks. DCOSS (2021)
Socratis Gkelios, Yiannis S. Boutalis, Savvas A. Chatzichristofis
Investigating the Vision Transformer Model for Image Retrieval Tasks. CoRR (2021)