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Transfer Learning for Day-Ahead Load Forecasting: A Case Study on European National Electricity Demand Time Series

Mathematics, 2023
Short-term load forecasting (STLF) is crucial for the daily operation of power grids. However, the non-linearity, non-stationarity, and randomness characterizing electricity demand time series renders STLF a challenging task.
Alexandros Menelaos Tzortzis, Sotiris Pelekis, Evangelos Spiliotis, Evangelos Karakolis, Spiros Mouzakitis, John Psarras, Dimitris Askounis   +6 more
doaj   +1 more source

Decision Support Systems in Oncology

JCO Clinical Cancer Informatics, 2019
Precision medicine is the future of health care: please watch the animation at https://vimeo.com/241154708 . As a technology-intensive and -dependent medical discipline, oncology will be at the vanguard of this impending change. However, to bring about precision medicine, a fundamental conundrum must be solved: Human cognitive capacity, typically ...
Walsh, Sean, de Jong, Evelyn E. C., van Timmeren, Janna E., Ibrahim, Abdalla, Compter, Inge, Peerlings, Jurgen, Sanduleanu, Sebastian, Refaee, Turkey, Keek, Simon, Larue, Ruben T. H. M., van Wijk, Yvonka, Even, Aniek J. G., Jochems, Arthur, Barakat, Mohamed S., Leijenaar, Ralph T. H., Lambin, Philippe   +15 more
openaire   +2 more sources

Communication and Decision Support Systems

International Journal of Safety and Security Engineering, 2021
In emergencies, assessment and communication activities are particularly important for the support of the top decision-making bodies, to evaluate “just in time” the best actions to be taken. The multiple problems to be solved require specific skills in different areas. Upon the occurrence of a calamity, the authorities must answer questions such as “is
openaire   +3 more sources

Federated Learning for Enhanced Cybersecurity and Trustworthiness in 5G and 6G Networks: A Comprehensive Survey

IEEE Open Journal of the Communications Society
In the fast-progressing field of wireless communications, the forthcoming 6G networks are expected to revolutionize the way we communicate, offering unparalleled speed, minimal latency, and seamless connectivity.
Afroditi Blika, Stefanos Palmos, George Doukas, Vangelis Lamprou, Sotiris Pelekis, Michael Kontoulis, Christos Ntanos, Dimitris Askounis   +7 more
doaj   +1 more source

RETROFIT-LAT: A comprehensive dataset for energy efficiency investments in Latvia [version 2; peer review: 1 approved, 2 approved with reservations, 1 not approved]

Open Research Europe
This article presents RETROFIT-LAT: a collection of data from 1010 residential building projects, funded by the Republic of Latvia’s Environmental Investment Fund (LEIF).
Askounis Dimitris, Aija Zucika, Christos Ntanos, Αlexandros Menelaos Tzortzis, Sotiris Pelekis, Panagiota Rempi   +5 more
doaj   +1 more source

In-Cognitive: A web-based Python application for fuzzy cognitive map design, simulation, and uncertainty analysis based on the Monte Carlo method

SoftwareX, 2023
Fuzzy Cognitive Mapping is a semi-quantitative modelling method, widely used for decision support in various domains. However, existing software applications have been criticised over inadequate handling of uncertain information, lack of accessibility ...
Themistoklis Koutsellis, Georgios Xexakis, Konstantinos Koasidis, Natasha Frilingou, Anastasios Karamaneas, Alexandros Nikas, Haris Doukas   +6 more
doaj   +1 more source

Estimating the Energy Savings of Energy Efficiency Actions with Ensemble Machine Learning Models

Applied Sciences, 2023
Energy efficiency financing is considered among the top priorities in the energy sector among several stakeholders. In this context, accurately estimating the energy savings achieved by energy efficiency actions before being approved and implemented is ...
Elissaios Sarmas, Evangelos Spiliotis, Nikos Dimitropoulos, Vangelis Marinakis, Haris Doukas   +4 more
doaj   +1 more source

Industrial Statistics Revisited: From Footnotes to Meta-Information Management

Austrian Journal of Statistics, 2016
UNIDO maintains a long tradition in the compilation of international statistics on industrial production and, particularly, has developed a suite of tools and techniques for improving third-party data, mainly supplied directly or indirectly by National ...
Karl A. Froeschl, Tetsuo Yamada, Roman Kudrna   +2 more
doaj   +1 more source

FLEXiT: A platform for estimating residential energy flexibility for aggregated & disaggregated demand-side management

SoftwareX
The large-scale integration of distributed renewable energy sources and electrified end uses increases the need for accurate, scalable assessment of residential demand-side flexibility.
Ioannis Papias, Efstathios Sarantinopoulos, Vasilis Michalakopoulos, Elissaios Sarmas, Vangelis Marinakis   +4 more
doaj   +1 more source

System Design of an Online Marketplace Towards the Standardisation of Sustainable Energy Efficiency Investments in Buildings

Eng
Nowadays, the increase in sustainable investments, especially when it comes to energy efficiency in buildings, has been recognised as an important pillar towards reductions in energy consumption.
Ioanna Andreoulaki, Aikaterini Papapostolou, Daniela Stoian, Konstantinos Kefalas, Vangelis Marinakis   +4 more
doaj   +1 more source