Sotirios Athanasoulias

According to our database, Sotirios Athanasoulias authored at least 10 papers between 2022 and 2025.

Collaborative distances:

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

2025

Edge-Optimized Deep Learning & Pattern Recognition Techniques for Non-Intrusive Load Monitoring of Energy Time Series.

Sotirios Athanasoulias

CoRR, May, 2025

Edge-Optimized Non-Intrusive Load Monitoring Using Dependency Graph-Based Structural Pruning.

Sotirios Athanasoulias, Nikolaos Temenos, Ioannis Rallis, Nikolaos Bakalos, Nikolaos Doulamis

Proceedings of the International Joint Conference on Neural Networks, 2025

2024

OPT-NILM: An Iterative Prior-to-Full-Training Pruning Approach for Cost-Effective User Side Energy Disaggregation.

Sotirios Athanasoulias, Stavros Sykiotis, Maria Kaselimi, Anastasios Doulamis, Nikolaos Doulamis, Nikolaos Ipiotis

IEEE Trans. Consumer Electron., February, 2024

Community-driven Smart EV charging With Multi-Agent Deep Reinforcement Learning.

Stavros Sykiotis, Sotirios Athanasoulias, Nikolaos Temenos, Ioannis Rallis, Anastasios Doulamis, Nikolaos Doulamis

Proceedings of the International Joint Conference on Neural Networks, 2024

A Pre-Training Pruning Strategy for Enabling Lightweight Non-Intrusive Load Monitoring On Edge Devices.

Sotirios Athanasoulias, Stavros Sykiotis, Nikos Temenos, Anastasios Doulamis, Nikolaos Doulamis

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

Performance-Aware NILM Model Optimization for Edge Deployment.

Stavros Sykiotis, Sotirios Athanasoulias, Maria Kaselimi, Anastasios D. Doulamis, Nikolaos Doulamis, Lina Stankovic, Vladimir Stankovic

IEEE Trans. Green Commun. Netw., September, 2023

Designing SafeMap Based on City Infrastructure and Empirical Approach: Modified A-Star Algorithm for Earthquake Navigation Application.

Omid Veisi, Delong Du, Mohammad Amin Moradi, Fernanda Caroline Guasselli, Sotirios Athanasoulias, Hussain Abid Syed, Claudia Müller, Gunnar Stevens

Proceedings of the 1st ACM SIGSPATIAL International Workshop on Advances in Urban-AI, 2023

An interoperable and cost-effective IoT-based Framework for Household Energy Monitoring and Analysis.

Sotirios Athanasoulias, Athina Katsari, Michail Savvakis, Stelios Kalogridis, Nikolaos Ipiotis

Proceedings of the 16th International Conference on PErvasive Technologies Related to Assistive Environments, 2023

2022

Autonomous Visual Navigation A Biologically Inspired Approach.

Sotirios Athanasoulias, Andy Philippides

CoRR, 2022

A First Approach using Graph Neural Networks on Non-Intrusive-Load-Monitoring.

Sotirios Athanasoulias, Stavros Sykiotis, Maria Kaselimi, Eftychios Protopapadakis, Nikolaos Ipiotis

Proceedings of the PETRA '22: The 15th International Conference on PErvasive Technologies Related to Assistive Environments, Corfu, Greece, 29 June 2022, 2022