Nikolaos Virtsionis Gkalinikis

According to our database, Nikolaos Virtsionis Gkalinikis authored at least 6 papers between 2020 and 2024.

Collaborative distances:

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

2024

Unsupervised machine learning techniques for energy consumption tariff design.

Georgios Tsakiris, Nikolaos Virtsionis Gkalinikis, Stavros Mischos, Dimitrios Vrakas

Proceedings of the 13th Hellenic Conference on Artificial Intelligence, 2024

SGAN: Appliance Signatures Data Generation for NILM Applications Using GANs.

Christina Gkoutroumpi, Nikolaos Virtsionis Gkalinikis, Dimitrios Vrakas

Proceedings of the Intelligent Computing, 2024

2023

SAED: self-attentive energy disaggregation.

Nikolaos Virtsionis Gkalinikis, Christoforos Nalmpantis, Dimitris Vrakas

Mach. Learn., November, 2023

Variational Regression for Multi-Target Energy Disaggregation.

Nikolaos Virtsionis Gkalinikis, Christoforos Nalmpantis, Dimitris Vrakas

Sensors, February, 2023

2022

Neural Fourier Energy Disaggregation.

Christoforos Nalmpantis, Nikolaos Virtsionis Gkalinikis, Dimitris Vrakas

Sensors, 2022

2020

Attention in Recurrent Neural Networks for Energy Disaggregation.

Nikolaos Virtsionis Gkalinikis, Christoforos Nalmpantis, Dimitris Vrakas

Proceedings of the Discovery Science - 23rd International Conference, 2020