Vassilios Assimakopoulos

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 16

Top Topics

Temporal Aggregation

Demand Forecasting

Top Venues

J. Oper. Res. Soc.

Pattern Recognit.

Publications

Evangelos Theodorou, Evangelos Spiliotis, Vassilios Assimakopoulos
Optimizing inventory control through a data-driven and model-independent framework. EURO J. Transp. Logist. 12 (2023)
Spyros Makridakis, Evangelos Spiliotis, Vassilios Assimakopoulos, Artemios-Anargyros Semenoglou, Gary Mulder, Konstantinos Nikolopoulos
Statistical, machine learning and deep learning forecasting methods: Comparisons and ways forward. J. Oper. Res. Soc. 74 (3) (2023)
Artemios-Anargyros Semenoglou, Evangelos Spiliotis, Vassilios Assimakopoulos
Data augmentation for univariate time series forecasting with neural networks. Pattern Recognit. 134 (2023)
Artemios-Anargyros Semenoglou, Evangelos Spiliotis, Vassilios Assimakopoulos
Image-based time series forecasting: A deep convolutional neural network approach. Neural Networks 157 (2023)
Anastasios Kaltsounis, Evangelos Spiliotis, Vassilios Assimakopoulos
Conditional Temporal Aggregation for Time Series Forecasting Using Feature-Based Meta-Learning. Algorithms 16 (4) (2023)
Diamantis Koutsandreas, Evangelos Spiliotis, Fotios Petropoulos, Vassilios Assimakopoulos
On the selection of forecasting accuracy measures. J. Oper. Res. Soc. 73 (5) (2022)
Evangelos Spiliotis, Spyros Makridakis, Artemios-Anargyros Semenoglou, Vassilios Assimakopoulos
Comparison of statistical and machine learning methods for daily SKU demand forecasting. Oper. Res. 22 (3) (2022)
Evangelos Spiliotis, Mahdi Abolghasemi, Rob J. Hyndman, Fotios Petropoulos, Vassilios Assimakopoulos
Hierarchical forecast reconciliation with machine learning. Appl. Soft Comput. 112 (2021)
Evangelos Theodorou, Shengjie Wang, Yanfei Kang, Evangelos Spiliotis, Spyros Makridakis, Vassilios Assimakopoulos
Exploring the representativeness of the M5 competition data. CoRR (2021)
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
Forecasting: theory and practice. CoRR (2020)
Evangelos Spiliotis, Vassilios Assimakopoulos, Spyros Makridakis
Generalizing the Theta method for automatic forecasting. Eur. J. Oper. Res. 284 (2) (2020)
Dimitrios Sarris, Evangelos Spiliotis, Vassilios Assimakopoulos
Exploiting resampling techniques for model selection in forecasting: an empirical evaluation using out-of-sample tests. Oper. Res. 20 (2) (2020)
Evangelos Spiliotis, Mahdi Abolghasemi, Rob J. Hyndman, Fotios Petropoulos, Vassilios Assimakopoulos
Hierarchical forecast reconciliation with machine learning. CoRR (2020)
Nikoletta Zampeta Legaki, Nannan Xi, Juho Hamari, Kostas Karpouzis, Vassilios Assimakopoulos
The effect of challenge-based gamification on learning: An experiment in the context of statistics education. Int. J. Hum. Comput. Stud. 144 (2020)
Nikoletta Zampeta Legaki, Nannan Xi, Juho Hamari, Vassilios Assimakopoulos
Gamification of The Future: An Experiment on Gamifying Education of Forecasting. HICSS (2019)
Nikoletta Zampeta Legaki, Kostas Karpouzis, Vassilios Assimakopoulos
Using gamification to teach forecasting in a business school setting. GamiFIN (2019)