Vassilios Assimakopoulos

National Technical University of Athens

30H指数

122论文数

6.2K被引数

收录论文 30

发表时间

Unraveling the effect of engagement and consistency in the results of the M6 forecasting competition 解析参与度和一致性对M6预测竞赛结果的影响

International Journal of Forecasting

IF7.1

2025-05-14

OAAI

Anastasios Kaltsounis; Evangelos Theodorou; Evangelos Spiliotis; Vassilios Assimakopoulos

Forecast accuracy and inventory performance: Insights on their relationship from the M5 competition data

EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

IF6

2025-04-01

PREAI

Theodorou, Evangelos; Spiliotis, Evangelos; Assimakopoulos, Vassilios

Data augmentation for univariate time series forecasting with neural networks

PATTERN RECOGNITION

IF7.6

2023-02-01

PREAI

Semenoglou, Artemios-Anargyros; Spiliotis, Evangelos; Assimakopoulos, Vassilios

Image-based time series forecasting: A deep convolutional neural network approach 基于图像的时间序列预测: 一种深度卷积神经网络方法

NEURAL NETWORKS

IF6.3

2023-01-01

OAAI

Semenoglou, Artemios-Anargyros; Spiliotis, Evangelos; Assimakopoulos, Vassilios

Predicting/hypothesizing the findings of the M5 competition

INTERNATIONAL JOURNAL OF FORECASTING

IF7.1

2022-10-01

PREAI

Makridakis, Spyros; Spiliotis, Evangelos; Assimakopoulos, Vassilios

Responses to the discussions and commentaries of the M5 Special Issue

INTERNATIONAL JOURNAL OF FORECASTING

IF7.1

2022-10-01

PREAI

Makridakis, Spyros; Spiliotis, Evangelos; Assimakopoulos, Vassilios

The M5 uncertainty competition: Results, findings and conclusions

INTERNATIONAL JOURNAL OF FORECASTING

IF7.1

2022-10-01

OAAI

Makridakis, Spyros; Spiliotis, Evangelos; Assimakopoulos, Vassilios; Chen, Zhi; Gaba, Anil; Tsetlin, Ilia; Winkler, Robert L.

M5 accuracy competition: Results, findings, and conclusions

INTERNATIONAL JOURNAL OF FORECASTING

IF7.1

2022-10-01

127

OAAI

Makridakis, Spyros; Spiliotis, Evangelos; Assimakopoulos, Vassilios

The M5 competition: Background, organization, and implementation

INTERNATIONAL JOURNAL OF FORECASTING

IF7.1

2022-10-01

OAAI

Makridakis, Spyros; Spiliotis, Evangelos; Assimakopoulos, Vassilios

Exploring the representativeness of the M5 competition data

INTERNATIONAL JOURNAL OF FORECASTING

IF7.1

2022-10-01

OAAI

Theodorou, Evangelos; Wang, Shengjie; Kang, Yanfei; Spiliotis, Evangelos; Makridakis, Spyros; Assimakopoulos, Vassilios

Forecasting: theory and practice 预测: 理论与实践

INTERNATIONAL JOURNAL OF FORECASTING

IF7.1

2022-07-01

293

OAAI

Petropoulos, Fotios; Apiletti, Daniele; Assimakopoulos, Vassilios; Babai, Mohamed Zied; Barrow, Devon K.; Ben Taieb, Souhaib; Bergmeir, Christoph; Bessa, Ricardo J.; Bijak, Jakub; Boylan, John E.; Browell, Jethro; Carnevale, Claudio; Castle, Jennifer L.; Cirillo, Pasquale; Clements, Michael P.; Cordeiro, Clara; Oliveira, Fernando Luiz Cyrino; De Baets, Shari; Dokumentov, Alexander; Ellison, Joanne; Fiszeder, Piotr; Franses, Philip Hans; Frazier, David T.; Gilliland, Michael; Gonul, M. Sinan; Goodwin, Paul; Grossi, Luigi; Grushka-Cockayne, Yael; Guidolin, Mariangela; Guidolin, Massimo; Gunter, Ulrich; Guo, Xiaojia; Guseo, Renato; Harvey, Nigel; Hendry, David F.; Hollyman, Ross; Januschowski, Tim; Jeon, Jooyoung; Jose, Victor Richmond R.; Kang, Yanfei; Koehler, Anne B.; Kolassa, Stephan; Kourentzes, Nikolaos; Leva, Sonia; Li, Feng; Litsiou, Konstantia; Makridakis, Spyros; Martin, Gael M.; Martinez, Andrew B.; Meeran, Sheik; Modis, Theodore; Nikolopoulos, Konstantinos; Onkal, Dilek; Paccagnini, Alessia; Panagiotelis, Anastasios; Panapakidis, Ioannis; Pavia, Jose M.; Pedio, Manuela; Pedregal, Diego J.; Pinson, Pierre; Ramos, Patricia; Rapach, David E.; Reade, J. James; Rostami-Tabar, Bahman; Rubaszek, Michal; Sermpinis, Georgios; Shang, Han Lin; Spiliotis, Evangelos; Syntetos, Aris A.; Talagala, Priyanga Dilini; Talagala, Thiyanga S.; Tashman, Len; Thomakos, Dimitrios; Thorarinsdottir, Thordis; Todini, Ezio; Arenas, Juan Ramon Trapero; Wang, Xiaoqian; Winkler, Robert L.; Yusupova, Alisa; Ziel, Florian

Hierarchical forecast reconciliation with machine learning

APPLIED SOFT COMPUTING

IF6.6

2021-11-01

OAAI

Spiliotis, Evangelos; Abolghasemi, Mahdi; Hyndman, Rob J.; Petropoulos, Fotios; Assimakopoulos, Vassilios

Product sales probabilistic forecasting: An empirical evaluation using the M5 competition data

INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS

IF10

2021-10-01

PREAI

Spiliotis, Evangelos; Makridakis, Spyros; Kaltsounis, Anastasios; Assimakopoulos, Vassilios