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1

Demand forecasting by temporal aggregation: Using optimal or multiple aggregation levels?

Kourentzes, Nikolaos, Rostami-Tabar, Bahman, Barrow, Devon K.

Journal:

Journal of Business Research

Year:

2017

Language:

english

File:

PDF, 442 KB

english, 2017

2

A comparison of AdaBoost algorithms for time series forecast combination

Barrow, Devon K., Crone, Sven F.

Journal:

International Journal of Forecasting

Year:

2016

Language:

english

File:

PDF, 1.17 MB

english, 2016

3

Optimising Forecasting Models for Inventory Planning

Kourentzes, Nikolaos, Trapero, Juan R., Barrow, Devon K

Journal:

SSRN Electronic Journal

Year:

2019

Language:

english

File:

PDF, 764 KB

english, 2019

4

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

Antonija Mitrovic, Stellan Ohlsson, Devon K. Barrow

Journal:

Computers & Education

Year:

2013

Language:

english

File:

PDF, 410 KB

english, 2013

5

Another look at forecast selection and combination: Evidence from forecast pooling

Kourentzes, Nikolaos, Barrow, Devon, Petropoulos, Fotios

Journal:

International Journal of Production Economics

Year:

2018

Language:

english

File:

PDF, 667 KB

english, 2018

6

Neural network ensemble operators for time series forecasting

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

Journal:

Expert Systems with Applications

Year:

2014

Language:

english

File:

PDF, 873 KB

english, 2014

7

Optimising Forecasting Models for Inventory Planning

Kourentzes, Nikolaos, Trapero, Juan R., Barrow, Devon K

Journal:

SSRN Electronic Journal

Year:

2019

File:

PDF, 764 KB

2019

8

[IEEE 2013 International Joint Conference on Neural Networks (IJCNN 2013 - Dallas) - Dallas, TX, USA (2013.08.4-2013.08.9)] The 2013 International Joint Conference on Neural Networks (IJCNN) - Crogging (cross-validation aggregation) for forecasting — A novel algorithm of neural network ensembles on time series subsamples

Barrow, Devon K., Crone, Sven F.

Year:

2013

Language:

english

File:

PDF, 312 KB

english, 2013

9

[IEEE 2010 International Joint Conference on Neural Networks (IJCNN) - Barcelona, Spain (2010.07.18-2010.07.23)] The 2010 International Joint Conference on Neural Networks (IJCNN) - An evaluation of neural network ensembles and model selection for time series prediction

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

Year:

2010

Language:

english

File:

PDF, 668 KB

english, 2010

10

Distributions of forecasting errors of forecast combinations: implications for inventory management

Barrow, Devon, Kourentzes, Nikolaos

Journal:

International Journal of Production Economics

Year:

2016

Language:

english

File:

PDF, 857 KB

english, 2016

11

Cross-validation aggregation for combining autoregressive neural network forecasts

Barrow, Devon K., Crone, Sven F.

Journal:

International Journal of Forecasting

Year:

2016

Language:

english

File:

PDF, 1.52 MB

english, 2016

12

Investigation of the Anxiolytic Effects of Naringenin, a Component of Mentha Aquatica, in the Male Sprague-Dawley Rat

Anderson, Wesley, Barrows, Mark, Lopez, Fernando, Rogers, Sara, Ortiz-Coffie, Adriana, Norman, David, Hodges, Jonathan, McDonald, Keith, Barnes, Devon, McCall, Suzanne, Don, Johnson Arthur, Ceremuga,

Journal:

Holistic Nursing Practice

Year:

2012

Language:

english

File:

PDF, 134 KB

english, 2012

13

The Impact of Special Days in Call Arrivals Forecasting: A Neural Network Approach to Modelling Special Days

Barrow, Devon, Kourentzes, Nikolaos

Journal:

European Journal of Operational Research

Year:

2016

Language:

english

File:

PDF, 950 KB

english, 2016

14

Forecasting intraday call arrivals using the seasonal moving average method

Barrow, Devon K.

Journal:

Journal of Business Research

Year:

2016

Language:

english

File:

PDF, 996 KB

english, 2016

15

Multi-operator Production Cost Modeling

Barrows, Clayton, McBennett, Brendan, Novacheck, Josh, Sigler, Devon, Lau, Jessica, Bloom, Aaron

Journal:

IEEE Transactions on Power Systems

Year:

2019

Language:

english

File:

PDF, 1.35 MB

english, 2019

16

Optimising forecasting models for inventory planning

Kourentzes, Nikolaos, Trapero, Juan R., Barrow, Devon K.

Journal:

International Journal of Production Economics

Year:

2019

File:

PDF, 1.28 MB

2019

17

Estimating Childhood Obesity Prevalence in Communities Through Multi-institutional Data Sharing

Daley, Matthew F., Barrow, Jennifer C., Tabano, David C., Reifler, Liza M., Kraus, Emily M., Davies, Sara Deakyne, Williford, Devon L., White, Benjamin, Shupe, Alyson, Davidson, Arthur J.

Journal:

Journal of Public Health Management and Practice

Year:

2019

File:

PDF, 314 KB

2019

18

Geospatial Monitoring of Body Mass Index: Use of Electronic Health Record Data Across Health Care Systems

Anthamatten, Peter, Thomas, Deborah S.K., Williford, Devon, Barrow, Jennifer C., Bol, Kirk A., Davidson, Arthur J., Deakyne Davies, Sara J., Kraus, Emily McCormick, Tabano, David C., Daley, Matthew F.

Journal:

Public Health Reports

Year:

2020

Language:

english

File:

PDF, 588 KB

english, 2020

19

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

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

Journal:

Expert Systems with Applications

Year:

2020

File:

PDF, 1.55 MB

2020