‪Vassilios (Vassilis) Assimakopoulos‬

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Evangelos SpiliotisForecasting & Strategy Unit, School of Electrical and Computer Engineering, National TechnicalVerified email at fsu.gr
Dr Konstantinos (Kostas/Gus) Nikolop...Professor in Business Information Systems & Analytics, Durham UniversityVerified email at durham.ac.uk
Spyros MakridakisUniversity of Nicosia, Inst. For the Future (IFF), the Makridakis Open Forecast. Center MOFCVerified email at UNIC.ac.cy
Fotios PetropoulosProfessor of Management Science, University of BathVerified email at bath.ac.uk
Nikoletta Zampeta LegakiGamification Group, Tampere UniversityVerified email at tuni.fi
Alexandros PatelisNational Technical University of AthensVerified email at fortank.com
Aris SyntetosProfessor of Decision Science, DSV Chair, Cardiff UniversityVerified email at cardiff.ac.uk
John BoylanProfessor of Business Analytics, Lancaster UniversityVerified email at lancaster.ac.uk
Nick FrenchReal Estate Valuation TheurgyVerified email at nickfrench.org.uk
Achilleas RaptisPhD Student National Technical University of AthensVerified email at fsu.gr
Paul GoodwinUniversity of BathVerified email at bath.ac.uk
Dimitrios ThomakosProfessor in Applied Econometrics, National and Kapodistrian University of AthensVerified email at ba.uoa.gr
Dimitris AskounisAssociate Professor, National Technical University of AthensVerified email at epu.ntua.gr
John PsarrasProfessor, School of Electrical and Computer Engineering, National Technical University of AthensVerified email at epu.ntua.gr
Michalis VafopoulosSoftware and Knowledge Engineering Laboratory, Institute of Informatics and Telecommunications, NCSRVerified email at aegean.gr
Gregoris MentzasNational Technical University of Athens, School of Electrical and Computer Engineering, GreeceVerified email at mail.ntua.gr
Pantelis CaprosNational Technical University AthensVerified email at central.ntua.gr
Yannis CharalabidisProfessor, Digital Governance, University of the Aegean, GreeceVerified email at aegean.gr
Vasileios VlachosAssociate Professor, Department of Economics, University of ThessalyVerified email at uth.gr

Vassilios (Vassilis) Assimakopoulos

Professor, National Technical University of Athens, Greece

Verified email at fsu.gr

Forecasting Optimization Data Analytics Ai


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Statistical and Machine Learning forecasting methods: Concerns and ways forward S Makridakis, E Spiliotis, V Assimakopoulos PlosOne 13 (3), 2018	1652	2018
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	1013	2020
Forecasting: theory and practice F Petropoulos, D Apiletti, V Assimakopoulos, MZ Babai, DK Barrow, ... International Journal of forecasting 38 (3), 705-871, 2022	926	2022
The M4 Competition: Results, findings, conclusion and way forward S Makridakis, E Spiliotis, V Assimakopoulos International Journal of forecasting 34 (4), 802-808, 2018	752	2018
Real estate appraisal: a review of valuation methods E Pagourtzi, V Assimakopoulos, T Hatzichristos, N French Journal of property investment & finance 21 (4), 383-401, 2003	731	2003
The theta model: a decomposition approach to forecasting V Assimakopoulos, K Nikolopoulos International journal of forecasting 16 (4), 521-530, 2000	674	2000
M5 accuracy competition: Results, findings, and conclusions S Makridakis, E Spiliotis, V Assimakopoulos International Journal of Forecasting 38 (4), 1346-1364, 2022	536	2022
The effect of challenge-based gamification on learning: An experiment in the context of statistics education NZ Legaki, N Xi, J Hamari, K Karpouzis, V Assimakopoulos International journal of human-computer studies 144, 102496, 2020	389	2020
‘Horses for Courses’ in demand forecasting F Petropoulos, S Makridakis, V Assimakopoulos, K Nikolopoulos European Journal of Operational Research 237 (1), 152-163, 2014	252	2014
An aggregate–disaggregate intermittent demand approach (ADIDA) to forecasting: an empirical proposition and analysis K Nikolopoulos, AA Syntetos, JE Boylan, F Petropoulos, ... Journal of the Operational Research Society 62 (3), 544-554, 2011	203	2011
The M5 competition: Background, organization, and implementation S Makridakis, E Spiliotis, V Assimakopoulos International Journal of Forecasting 38 (4), 1325-1336, 2022	160	2022
Forecasting with cue information: A comparison of multiple regression with alternative forecasting approaches K Nikolopoulos, P Goodwin, A Patelis, V Assimakopoulos European journal of operational research 180 (1), 354-368, 2007	144	2007
Integrating industrial maintenance strategy into ERP K Nikolopoulos, K Metaxiotis, N Lekatis, V Assimakopoulos Industrial Management & Data Systems 103 (3), 184-191, 2003	130	2003
Comparison of statistical and machine learning methods for daily SKU demand forecasting E Spiliotis, S Makridakis, AA Semenoglou, V Assimakopoulos Operational Research 22 (3), 3037-3061, 2022	127	2022
On the selection of forecasting accuracy measures D Koutsandreas, E Spiliotis, F Petropoulos, V Assimakopoulos Journal of the Operational Research Society 73 (5), 937-954, 2022	117	2022
The M5 uncertainty competition: Results, findings and conclusions S Makridakis, E Spiliotis, V Assimakopoulos, Z Chen, A Gaba, I Tsetlin, ... International Journal of Forecasting 38 (4), 1365-1385, 2022	106	2022
Cross-temporal aggregation: Improving the forecast accuracy of hierarchical electricity consumption E Spiliotis, F Petropoulos, N Kourentzes, V Assimakopoulos Applied Energy 261, 114339, 2020	91	2020
Statistical, machine learning and deep learning forecasting methods: Comparisons and ways forward S Makridakis, E Spiliotis, V Assimakopoulos, AA Semenoglou, G Mulder, ... Journal of the Operational Research Society 74 (3), 840-859, 2023	88	2023
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	80	2021
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	77	2020

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