Publications

@article{TSILINGERIDIS2023109843,

title = {Design and development of a forecasting tool for the identification of new target markets by open time-series data and deep learning methods},

author = { Odysseas Tsilingeridis and Vaia Moustaka and Athena Vakali},

url = {https://www.sciencedirect.com/science/article/pii/S1568494622008924},

doi = {https://doi.org/10.1016/j.asoc.2022.109843},

issn = {1568-4946},

year  = {2023},

date = {2023-01-01},

journal = {Applied Soft Computing},

volume = {132},

pages = {109843},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{en16135115,

title = {HeartDIS: A Generalizable End-to-End Energy Disaggregation Pipeline},

author = { Ilias Dimitriadis and Nikolaos Virtsionis Gkalinikis and Nikolaos Gkiouzelis and Athena Vakali and Christos Athanasiadis and Costas Baslis},

url = {https://www.mdpi.com/1996-1073/16/13/5115},

doi = {10.3390/en16135115},

issn = {1996-1073},

year  = {2023},

date = {2023-01-01},

journal = {Energies},

volume = {16},

number = {13},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Lampridis2022,

title = {MANIFESTO: a huMAN-centric explaInable approach for FakE news spreaders deTectiOn},

author = { Orestis Lampridis and Dimitra Karanatsiou and Athena Vakali},

url = {https://doi.org/10.1007/s00607-021-01013-w},

doi = {10.1007/s00607-021-01013-w},

issn = {1436-5057},

year  = {2022},

date = {2022-04-01},

journal = {Computing},

volume = {104},

number = {4},

pages = {717-739},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{en15072323,

title = {Optimal Management for EV Charging Stations: A Win-Win Strategy for Different Stakeholders Using Constrained Deep Q-Learning},

author = { Athanasios Paraskevas and Dimitrios Aletras and Antonios Chrysopoulos and Antonios Marinopoulos and Dimitrios I. Doukas},

url = {https://www.mdpi.com/1996-1073/15/7/2323},

doi = {10.3390/en15072323},

issn = {1996-1073},

year  = {2022},

date = {2022-01-01},

journal = {Energies},

volume = {15},

number = {7},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{en14030767,

title = {A Scalable Real-Time Non-Intrusive Load Monitoring System for the Estimation of Household Appliance Power Consumption},

author = { Christos Athanasiadis and Dimitrios Doukas and Theofilos Papadopoulos and Antonios Chrysopoulos},

url = {https://www.mdpi.com/1996-1073/14/3/767},

doi = {10.3390/en14030767},

issn = {1996-1073},

year  = {2021},

date = {2021-01-01},

journal = {Energies},

volume = {14},

number = {3},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{ATHANASIADIS2021111523,

title = {Real-time non-intrusive load monitoring: A light-weight and scalable approach},

author = { Christos L. Athanasiadis and Theofilos A. Papadopoulos and Dimitrios I Doukas},

url = {https://www.sciencedirect.com/science/article/pii/S0378778821008070},

doi = {https://doi.org/10.1016/j.enbuild.2021.111523},

issn = {0378-7788},

year  = {2021},

date = {2021-01-01},

journal = {Energy and Buildings},

volume = {253},

pages = {111523},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{app11219857,

title = {Social Botomics: A Systematic Ensemble ML Approach for Explainable and Multi-Class Bot Detection},

author = { Ilias Dimitriadis and Konstantinos Georgiou and Athena Vakali},

url = {https://www.mdpi.com/2076-3417/11/21/9857},

doi = {10.3390/app11219857},

issn = {2076-3417},

year  = {2021},

date = {2021-01-01},

journal = {Applied Sciences},

volume = {11},

number = {21},

keywords = {},

pubstate = {published},

tppubtype = {article}

}