Παρακολούθηση
Evangelos Spiliotis
Evangelos Spiliotis
Forecasting & Strategy Unit, School of Electrical and Computer Engineering, National Technical
Η διεύθυνση ηλεκτρονικού ταχυδρομείου έχει επαληθευτεί στον τομέα fsu.gr - Αρχική σελίδα
Τίτλος
Παρατίθεται από
Παρατίθεται από
Έτος
Statistical and Machine Learning forecasting methods: Concerns and ways forward
S Makridakis, E Spiliotis, V Assimakopoulos
PloS one 13 (3), e0194889, 2018
7932018
The M4 Competition: Results, findings, conclusion and way forward
S Makridakis, E Spiliotis, V Assimakopoulos
International Journal of Forecasting 34 (4), 802-808, 2018
4212018
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
3732020
M5 accuracy competition: Results, findings, and conclusions
S Makridakis, E Spiliotis, V Assimakopoulos
International journal of forecasting, 2022
1072022
Forecasting: theory and practice
F Petropoulos, D Apiletti, V Assimakopoulos, MZ Babai, DK Barrow, ...
International Journal of Forecasting, 2022
612022
Cross-temporal aggregation: Improving the forecast accuracy of hierarchical electricity consumption
E Spiliotis, F Petropoulos, N Kourentzes, V Assimakopoulos
Applied Energy 261, 114339, 2020
432020
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
402020
The M5 Uncertainty competition: Results, findings and conclusions
S Makridakis, E Spiliotis, V Assimakopoulos, Z Chen, A Gaba, I Tsetlin, ...
International Journal of Forecasting, 2021
312021
Comparison of statistical and machine learning methods for daily SKU demand forecasting
E Spiliotis, S Makridakis, AA Semenoglou, V Assimakopoulos
Operational Research, 1-25, 2020
262020
Objectivity, reproducibility and replicability in forecasting research
S Makridakis, V Assimakopoulos, E Spiliotis
International Journal of Forecasting 34 (4), 835-838, 2018
262018
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, 2017
242017
The M5 competition: Background, organization, and implementation
S Makridakis, E Spiliotis, V Assimakopoulos
International Journal of Forecasting, 2021
212021
Investigating the accuracy of cross-learning time series forecasting methods
AA Semenoglou, E Spiliotis, S Makridakis, V Assimakopoulos
International Journal of Forecasting 37 (3), 1072-1084, 2021
212021
Improving the forecasting performance of temporal hierarchies
E Spiliotis, F Petropoulos, V Assimakopoulos
Plos one 14 (10), e0223422, 2019
192019
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
182019
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
182016
Predicting/hypothesizing the findings of the M5 competition
S Makridakis, E Spiliotis, V Assimakopoulos
International Journal of Forecasting, 2021
172021
Generalizing the theta method for automatic forecasting
E Spiliotis, V Assimakopoulos, S Makridakis
European Journal of Operational Research 284 (2), 550-558, 2020
172020
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 15 (2), 49-71, 2020
152020
The accuracy of machine learning (ML) forecasting methods versus statistical ones: extending the results of the M3-Competition
S Makridakis, E Spiliotis, V Assimakopoulos
no. October, 2017
152017
Δεν είναι δυνατή η εκτέλεση της ενέργειας από το σύστημα αυτή τη στιγμή. Προσπαθήστε ξανά αργότερα.
Άρθρα 1–20