4.7 Article

New algorithms for automatic modelling and forecasting of decision support systems

相关参考文献

注意:仅列出部分参考文献,下载原文获取全部文献信息。
Article Computer Science, Artificial Intelligence

From predictive to prescriptive analytics: A data-driven multi-item newsvendor model

Sushil Punia et al.

DECISION SUPPORT SYSTEMS (2020)

Article Engineering, Industrial

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

Nikolaos Kourentzes et al.

INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS (2019)

Article Computer Science, Artificial Intelligence

Behavioral economics for decision support systems researchers

David Arnott et al.

DECISION SUPPORT SYSTEMS (2019)

Article Multidisciplinary Sciences

Time series analysis and forecasting with ECOTOOL

Diego J. Pedregal

PLOS ONE (2019)

Article Economics

Automatic selection of unobserved components models for supply chain forecasting

Marco A. Villegas et al.

INTERNATIONAL JOURNAL OF FORECASTING (2019)

Article Management

Deep learning with long short-term memory networks for financial market predictions

Thomas Fischer et al.

EUROPEAN JOURNAL OF OPERATIONAL RESEARCH (2018)

Article Computer Science, Artificial Intelligence

Supply chain decision support systems based on a novel hierarchical forecasting approach

Marco A. Villegas et al.

DECISION SUPPORT SYSTEMS (2018)

Article Computer Science, Artificial Intelligence

Exploring the use of deep neural networks for sales forecasting in fashion retail

A. L. D. Loureiro et al.

DECISION SUPPORT SYSTEMS (2018)

Article Economics

The M4 Competition: Results, findings, conclusion and way forward

Spyros Makridakis et al.

INTERNATIONAL JOURNAL OF FORECASTING (2018)

Article Economics

Data characteristic analysis and model selection for container throughput forecasting within a decomposition-ensemble methodology

Gang Xie et al.

TRANSPORTATION RESEARCH PART E-LOGISTICS AND TRANSPORTATION REVIEW (2017)

Article Computer Science, Artificial Intelligence

A multivariate intelligent decision-making model for retail sales forecasting

Z. X. Guo et al.

DECISION SUPPORT SYSTEMS (2013)

Article Materials Science, Textiles

A decision support system for demand forecasting in the clothing industry

Asli Aksoy et al.

INTERNATIONAL JOURNAL OF CLOTHING SCIENCE AND TECHNOLOGY (2012)

Article Computer Science, Artificial Intelligence

Designing a decision-support system for new product sales forecasting

Chern Ching-Chin et al.

EXPERT SYSTEMS WITH APPLICATIONS (2010)

Article Computer Science, Interdisciplinary Applications

Automatic time series forecasting: The forecast package for R

Rob J. Hyndman et al.

JOURNAL OF STATISTICAL SOFTWARE (2008)

Article Computer Science, Interdisciplinary Applications

Environmental time series analysis and forecasting with the Captain toolbox

C. James Taylor et al.

ENVIRONMENTAL MODELLING & SOFTWARE (2007)

Article Computer Science, Artificial Intelligence

The design features of forecasting support systems and their effectiveness

Robert Fildes et al.

DECISION SUPPORT SYSTEMS (2006)

Article Economics

Another look at measures of forecast accuracy

Rob J. Hyndman et al.

INTERNATIONAL JOURNAL OF FORECASTING (2006)

Article Economics

The M3 competition: Statistical tests of the results

AJ Koning et al.

INTERNATIONAL JOURNAL OF FORECASTING (2005)

Article Economics

The M3-Competition: results, conclusions and implications

S Makridakis et al.

INTERNATIONAL JOURNAL OF FORECASTING (2000)

Article Economics

The theta model: a decomposition approach to forecasting

V Assimakopoulos et al.

INTERNATIONAL JOURNAL OF FORECASTING (2000)