Stavros Sykiotis

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 10

Top Topics

Electric Vehicle Charging

Digitized Mammograms

Top Venues

Publications

Sotirios Athanasoulias, Stavros Sykiotis, Maria Kaselimi, Anastasios Doulamis, Nikolaos Doulamis, Nikolaos Ipiotis
OPT-NILM: An Iterative Prior-to-Full-Training Pruning Approach for Cost-Effective User Side Energy Disaggregation. IEEE Trans. Consumer Electron. 70 (1) (2024)
Stavros Sykiotis, Sotirios Athanasoulias, Maria Kaselimi, Anastasios D. Doulamis, Nikolaos Doulamis, Lina Stankovic, Vladimir Stankovic
Performance-Aware NILM Model Optimization for Edge Deployment. IEEE Trans. Green Commun. Netw. 7 (3) (2023)
Ioannis N. Tzortzis, Stavros Sykiotis, Ioannis Rallis, Nikolaos Doulamis
An integrated framework for classifying mammograms according to BIRADS scale and breast tissue density. PETRA (2023)
Stavros Sykiotis, Maria Kaselimi, Anastasios Doulamis, Nikolaos Doulamis
Continilm: A Continual Learning Scheme for Non-Intrusive Load Monitoring. ICASSP (2023)
Christoforos Menos-Aikateriniadis, Stavros Sykiotis, Pavlos S. Georgilakis
Optimal Scheduling of Electric Vehicle Charging with Deep Reinforcement Learning considering End Users Flexibility. CoRR (2023)
Sotirios Athanasoulias, Stavros Sykiotis, Maria Kaselimi, Eftychios Protopapadakis, Nikolaos Ipiotis
A First Approach using Graph Neural Networks on Non-Intrusive-Load-Monitoring. PETRA (2022)
Stavros Sykiotis, Maria Kaselimi, Anastasios D. Doulamis, Nikolaos Doulamis
ELECTRIcity: An Efficient Transformer for Non-Intrusive Load Monitoring. Sensors 22 (8) (2022)
Stavros Sykiotis, Maria Kaselimi, Anastasios D. Doulamis, Nikolaos Doulamis
An Efficient Deep Bidirectional Transformer Model for Energy Disaggregation. EUSIPCO (2022)
Stavros Sykiotis, Ioannis N. Tzortzis, Aikaterini Angeli, Nikolaos Doulamis, Dimitrios Kalogeras
A deep-learning based diagnostic framework for Breast Cancer. PETRA (2022)
Stavros Sykiotis, Christoforos Menos-Aikateriniadis, Anastasios D. Doulamis, Nikolaos Doulamis, Pavlos S. Georgilakis
Solar Power driven EV Charging Optimization with Deep Reinforcement Learning. CoRR (2022)