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2020 – today
- 2020
[j4]Devon K. Barrow
, Nikolaos Kourentzes, Rickard Sandberg, Jacek Niklewski:
Automatic robust estimation for exponential smoothing: Perspectives from statistics and machine learning. Expert Syst. Appl. 160: 113637 (2020)- [i1]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 abs/2012.03854 (2020)
2010 – 2019
- 2018
- [j3]Devon K. Barrow, Nikolaos Kourentzes:
The impact of special days in call arrivals forecasting: A neural network approach to modelling special days. Eur. J. Oper. Res. 264(3): 967-977 (2018) - 2014
- [j2]Nikolaos Kourentzes, Devon K. Barrow, Sven F. Crone:
Neural network ensemble operators for time series forecasting. Expert Syst. Appl. 41(9): 4235-4244 (2014) - 2013
- [j1]Antonija Mitrovic, Stellan Ohlsson, Devon K. Barrow:
The effect of positive feedback in a constraint-based intelligent tutoring system. Comput. Educ. 60(1): 264-272 (2013) - [c3]Devon K. Barrow, Sven F. Crone:
Crogging (cross-validation aggregation) for forecasting - A novel algorithm of neural network ensembles on time series subsamples. IJCNN 2013: 1-8 - 2012
- [b1]Devon K. Barrow:
Active model combination : an evaluation and extension of bagging and boosting for time series forecasting. Lancaster University, UK, 2012 - 2010
- [c2]Devon K. Barrow, Sven F. Crone, Nikolaos Kourentzes:
An evaluation of neural network ensembles and model selection for time series prediction. IJCNN 2010: 1-8
2000 – 2009
- 2008
- [c1]Devon K. Barrow, Antonija Mitrovic, Stellan Ohlsson, Michael Grimley:
Assessing the Impact of Positive Feedback in Constraint-Based Tutors. Intelligent Tutoring Systems 2008: 250-259
Coauthor Index
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