Stavros Sykiotis

14 papers B 1C 1Misc 1Journal 6Unranked 5

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Deep Learning Innovations for Energy Efficiency: Advances in Non-Intrusive Load Monitoring and EV Charging Optimization for a Sustainable Grid. CoRR Stavros Sykiotis
2024	—	`conf`	A Pre-Training Pruning Strategy for Enabling Lightweight Non-Intrusive Load Monitoring On Edge Devices. ICASSP Workshops Sotirios Athanasoulias, Stavros Sykiotis, Nikos Temenos, Anastasios Doulamis, Nikolaos Doulamis
2024	B	`conf`	Community-driven Smart EV charging With Multi-Agent Deep Reinforcement Learning. IJCNN Stavros Sykiotis, Sotirios Athanasoulias, Nikolaos Temenos, Ioannis Rallis, Anastasios Doulamis, Nikolaos Doulamis
2024	J	`jnl`	OPT-NILM: An Iterative Prior-to-Full-Training Pruning Approach for Cost-Effective User Side Energy Disaggregation. IEEE Trans. Consumer Electron. Sotirios Athanasoulias, Stavros Sykiotis, Maria Kaselimi, Anastasios Doulamis, Nikolaos Doulamis, Nikolaos Ipiotis
2024	C	`conf`	Segmentation of Remote Sensing Data with Missing Modalities Through Prototype Knowledge Distillation. IGARSS Nikolaos Bakalos, Stavros Sykiotis, Anastasios Temenos, Ioannis Rallis, Anastasios Doulamis, Nikolaos Doulamis
2023	—	`conf`	An integrated framework for classifying mammograms according to BIRADS scale and breast tissue density. PETRA Ioannis N. Tzortzis, Stavros Sykiotis, Ioannis Rallis, Nikolaos Doulamis
2023	Misc	`conf`	Continilm: A Continual Learning Scheme for Non-Intrusive Load Monitoring. ICASSP Stavros Sykiotis, Maria Kaselimi, Anastasios Doulamis, Nikolaos Doulamis
2023	J	`jnl`	Optimal Scheduling of Electric Vehicle Charging with Deep Reinforcement Learning considering End Users Flexibility. CoRR Christoforos Menos-Aikateriniadis, Stavros Sykiotis, Pavlos S. Georgilakis
2023	J	`jnl`	Performance-Aware NILM Model Optimization for Edge Deployment. IEEE Trans. Green Commun. Netw. Stavros Sykiotis, Sotirios Athanasoulias, Maria Kaselimi, Anastasios D. Doulamis, Nikolaos Doulamis, Lina Stankovic, Vladimir Stankovic
2022	—	`conf`	A First Approach using Graph Neural Networks on Non-Intrusive-Load-Monitoring. PETRA Sotirios Athanasoulias, Stavros Sykiotis, Maria Kaselimi, Eftychios Protopapadakis, Nikolaos Ipiotis
2022	—	`conf`	A deep-learning based diagnostic framework for Breast Cancer. PETRA Stavros Sykiotis, Ioannis N. Tzortzis, Aikaterini Angeli, Nikolaos Doulamis, Dimitrios Kalogeras
2022	—	`conf`	An Efficient Deep Bidirectional Transformer Model for Energy Disaggregation. EUSIPCO Stavros Sykiotis, Maria Kaselimi, Anastasios D. Doulamis, Nikolaos Doulamis
2022	J	`jnl`	ELECTRIcity: An Efficient Transformer for Non-Intrusive Load Monitoring. Sensors Stavros Sykiotis, Maria Kaselimi, Anastasios D. Doulamis, Nikolaos Doulamis
2022	J	`jnl`	Solar Power driven EV Charging Optimization with Deep Reinforcement Learning. CoRR Stavros Sykiotis, Christoforos Menos-Aikateriniadis, Anastasios D. Doulamis, Nikolaos Doulamis, Pavlos S. Georgilakis