Devon K. Barrow

According to our database, Devon K. Barrow authored at least 9 papers between 2008 and 2020.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2020

Automatic robust estimation for exponential smoothing: Perspectives from statistics and machine learning.

Devon K. Barrow, Nikolaos Kourentzes, Rickard Sandberg, Jacek Niklewski

Expert Syst. Appl., 2020

Forecasting: theory and practice.

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

CoRR, 2020

2018

The impact of special days in call arrivals forecasting: A neural network approach to modelling special days.

Devon K. Barrow, Nikolaos Kourentzes

Eur. J. Oper. Res., 2018

2014

Neural network ensemble operators for time series forecasting.

Nikolaos Kourentzes, Devon K. Barrow, Sven F. Crone

Expert Syst. Appl., 2014

2013

The effect of positive feedback in a constraint-based intelligent tutoring system.

Antonija Mitrovic, Stellan Ohlsson, Devon K. Barrow

Comput. Educ., 2013

Crogging (cross-validation aggregation) for forecasting - A novel algorithm of neural network ensembles on time series subsamples.

Devon K. Barrow, Sven F. Crone

Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

2012

Active model combination : an evaluation and extension of bagging and boosting for time series forecasting.

Devon K. Barrow

PhD thesis, 2012

2010

An evaluation of neural network ensembles and model selection for time series prediction.

Devon K. Barrow, Sven F. Crone, Nikolaos Kourentzes

Proceedings of the International Joint Conference on Neural Networks, 2010

2008

Assessing the Impact of Positive Feedback in Constraint-Based Tutors.

Devon K. Barrow, Antonija Mitrovic, Stellan Ohlsson, Michael Grimley

Proceedings of the Intelligent Tutoring Systems, 9th International Conference, 2008