Evangelos Spiliotis
Evangelos Spiliotis
Forecasting & Strategy Unit, School of Electrical and Computer Engineering, National Technical
Verified email at fsu.gr - Homepage
Title
Cited by
Cited by
Year
Statistical and Machine Learning forecasting methods: Concerns and ways forward
S Makridakis, E Spiliotis, V Assimakopoulos
PloS one 13 (3), e0194889, 2018
3412018
The M4 Competition: Results, findings, conclusion and way forward
S Makridakis, E Spiliotis, V Assimakopoulos
International Journal of Forecasting 34 (4), 802-808, 2018
2252018
The M4 Competition: 100,000 time series and 61 forecasting methods
S Makridakis, E Spiliotis, V Assimakopoulos
International Journal of Forecasting 36 (1), 54-74, 2020
1102020
Are forecasting competitions data representative of the reality?
E Spiliotis, A Kouloumos, V Assimakopoulos, S Makridakis
International Journal of Forecasting 36 (1), 37-53, 2020
192020
How “OPTIMUS” is a city in terms of energy optimization? e-SCEAF: A web based decision support tool for local authorities
I Papastamatiou, H Doukas, E Spiliotis, J Psarras
Information Fusion 29, 149-161, 2016
162016
Cross-temporal aggregation: Improving the forecast accuracy of hierarchical electricity consumption
E Spiliotis, F Petropoulos, N Kourentzes, V Assimakopoulos
Applied Energy 261, 114339, 2020
142020
Forecasting with a hybrid method utilizing data smoothing, a variation of the Theta method and shrinkage of seasonal factors
E Spiliotis, V Assimakopoulos, K Nikolopoulos
International Journal of Production Economics 209, 92-102, 2019
122019
Decision support for intelligent energy management in buildings using the thermal comfort model
V Marinakis, H Doukas, E Spiliotis, I Papastamatiou
International Journal of Computational Intelligence Systems 10 (1), 882-893, 2017
122017
Objectivity, reproducibility and replicability in forecasting research
S Makridakis, V Assimakopoulos, E Spiliotis
International Journal of Forecasting 34 (4), 835-838, 2018
112018
The Accuracy of Machine Learning (ML) Forecasting Methods versus Statistical Ones: Extending the Results of the M3-Competition
S Makridakis, E Spiliotis, V Assimakopoulos
Working Paper, University of Nicosia, 2017
112017
Proposing a Smart City Energy Assessment Framework linking local vision with data sets
S Androulaki, E Spiliotis, H Doukas, I Papastamatiou, J Psarras
IISA 2014, The 5th International Conference on Information, Intelligence …, 2014
112014
Improving the forecasting performance of temporal hierarchies
E Spiliotis, F Petropoulos, V Assimakopoulos
Plos one 14 (10), e0223422, 2019
72019
Predicting/hypothesizing the findings of the M4 Competition
S Makridakis, E Spiliotis, V Assimakopoulos
International Journal of Forecasting 36 (1), 29-36, 2020
62020
OPTIMUS decision support tools: Transforming multidisciplinary data to energy management action plans
H Doukas, V Marinakis, E Spiliotis, J Psarras
2016 7th International Conference on Information, Intelligence, Systems …, 2016
52016
Generalizing the Theta method for automatic forecasting
E Spiliotis, V Assimakopoulos, S Makridakis
European Journal of Operational Research 284 (2), 550-558, 2020
42020
A framework for integrating user experience in action plan evaluation through social media: Transforming user generated content into knowledge to optimise energy use in buildings
E Spiliotis, G Anastasopoulos, P Dede, V Marinakis, H Doukas
2015 6th International Conference on Information, Intelligence, Systems and …, 2015
42015
A multi-sourced data based framework for assisting utilities identify energy poor households: a case-study in Greece
E Spiliotis, A Arsenopoulos, E Kanellou, J Psarras, P Kontogiorgos
Energy Sources, Part B: Economics, Planning, and Policy, 1-23, 2020
32020
Tales from tails: On the empirical distributions of forecasting errors and their implication to risk
E Spiliotis, K Nikolopoulos, V Assimakopoulos
International Journal of Forecasting 35 (2), 687-698, 2019
32019
Tracking the performance of photovoltaic systems: a tool for minimising the risk of malfunctions and deterioration
E Spiliotis, NZ Legaki, V Assimakopoulos, H Doukas, MS El Moursi
IET Renewable Power Generation 12 (7), 815-822, 2018
32018
Integrating a decision support system with smart grid infrastructures and ICT solutions towards energy cost reduction: An action plan to optimally schedule the operation of …
E Spiliotis, V Marinakis, H Doukas, J Psarras
2016 7th International Conference on Information, Intelligence, Systems …, 2016
32016
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