Vassilios Assimakopoulos

17 papers Journal 15Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
Forecast accuracy and inventory performance: Insights on their relationship from the M5 competition data.
Eur. J. Oper. Res.
Evangelos Theodorou, Evangelos Spiliotis, Vassilios Assimakopoulos
2023 J jnl
Conditional Temporal Aggregation for Time Series Forecasting Using Feature-Based Meta-Learning.
Algorithms
Anastasios Kaltsounis, Evangelos Spiliotis, Vassilios Assimakopoulos
2023 J jnl
Data augmentation for univariate time series forecasting with neural networks.
Pattern Recognit.
Artemios-Anargyros Semenoglou, Evangelos Spiliotis, Vassilios Assimakopoulos
2023 J jnl
Image-based time series forecasting: A deep convolutional neural network approach.
Neural Networks
Artemios-Anargyros Semenoglou, Evangelos Spiliotis, Vassilios Assimakopoulos
2023 J jnl
Optimizing inventory control through a data-driven and model-independent framework.
EURO J. Transp. Logist.
Evangelos Theodorou, Evangelos Spiliotis, Vassilios Assimakopoulos
2023 J jnl
Statistical, machine learning and deep learning forecasting methods: Comparisons and ways forward.
J. Oper. Res. Soc.
Spyros Makridakis, Evangelos Spiliotis, Vassilios Assimakopoulos, Artemios-Anargyros Semenoglou, Gary Mulder, Konstantinos Nikolopoulos
2022 J jnl
Comparison of statistical and machine learning methods for daily SKU demand forecasting.
Oper. Res.
Evangelos Spiliotis, Spyros Makridakis, Artemios-Anargyros Semenoglou, Vassilios Assimakopoulos
2022 J jnl
On the selection of forecasting accuracy measures.
J. Oper. Res. Soc.
Diamantis Koutsandreas, Evangelos Spiliotis, Fotios Petropoulos, Vassilios Assimakopoulos
2021 J jnl
Exploring the representativeness of the M5 competition data.
CoRR
Evangelos Theodorou, Shengjie Wang, Yanfei Kang, Evangelos Spiliotis, Spyros Makridakis, Vassilios Assimakopoulos
2021 J jnl
Hierarchical forecast reconciliation with machine learning.
Appl. Soft Comput.
Evangelos Spiliotis, Mahdi Abolghasemi, Rob J. Hyndman, Fotios Petropoulos, Vassilios Assimakopoulos
2020 J jnl
Exploiting resampling techniques for model selection in forecasting: an empirical evaluation using out-of-sample tests.
Oper. Res.
Dimitrios Sarris, Evangelos Spiliotis, Vassilios Assimakopoulos
2020 J jnl
Forecasting: theory and practice.
CoRR
Fotios Petropoulos, Daniele Apiletti, Vassilios Assimakopoulos, Mohamed Zied Babai, Devon K. Barrow, Souhaib Ben Taieb, Christoph Bergmeir, Ricardo J. Bessa, Jakub Bijak, John E. Boylan, Jethro Browell, Claudio Carnevale, Jennifer L. Castle, Pasquale Cirillo, Michael P. Clements, Clara Cordeiro, Fernando Luiz Cyrino Oliveira, Shari De Baets, Alexander Dokumentov, Joanne Ellison, Piotr Fiszeder, Philip Hans Franses, David T. Frazier, Michael Gilliland, Mustafa Sinan Gönül, Paul Goodwin, Luigi Grossi, Yael Grushka-Cockayne, Mariangela Guidolin, Massimo Guidolin, Ulrich Gunter, Xiaojia Guo, Renato Guseo, Nigel Harvey, David F. Hendry, Ross Hollyman, Tim Januschowski, Jooyoung Jeon, Victor Richmond R. Jose, Yanfei Kang, Anne B. Koehler, Stephan Kolassa, Nikolaos Kourentzes, Sonia Leva, Feng Li
2020 J jnl
Generalizing the Theta method for automatic forecasting.
Eur. J. Oper. Res.
Evangelos Spiliotis, Vassilios Assimakopoulos, Spyros Makridakis
2020 J jnl
Hierarchical forecast reconciliation with machine learning.
CoRR
Evangelos Spiliotis, Mahdi Abolghasemi, Rob J. Hyndman, Fotios Petropoulos, Vassilios Assimakopoulos
2020 J jnl
The effect of challenge-based gamification on learning: An experiment in the context of statistics education.
Int. J. Hum. Comput. Stud.
Nikoletta Zampeta Legaki, Nannan Xi, Juho Hamari, Kostas Karpouzis, Vassilios Assimakopoulos
2019 — conf
Gamification of The Future: An Experiment on Gamifying Education of Forecasting.
HICSS
Nikoletta Zampeta Legaki, Nannan Xi, Juho Hamari, Vassilios Assimakopoulos
2019 — conf
Using gamification to teach forecasting in a business school setting.
GamiFIN
Nikoletta Zampeta Legaki, Kostas Karpouzis, Vassilios Assimakopoulos