Konstantinos Nikolopoulos

Management Science and Operations Research · with Assimakopoulos · 2003–2020

A researcher in the Science corpus: 19 papers; trusts 77 researchers and is trusted by 23 researchers here, as inferred from the citation graph.

Subfields

• Management Science and Operations Research — 345 citations into it; #1,146 of 11,946 by trust here, #536 by citations
• Economics and Econometrics — 313 citations into it; #6,939 of 23,481 by trust here, #5,099 by citations
• Statistics and Probability — 147 citations into it; #6,042 of 12,932 by trust here, #4,809 by citations
• Finance — 125 citations into it
• Artificial Intelligence — 96 citations into it; #10,968 of 35,345 by trust here, #21,316 by citations
• Time-Series & Forecasting — 84 citations into it; #192 of 381 by trust here, #108 by citations
• Electrical and Electronic Engineering — 64 citations into it
• Signal Processing — 53 citations into it

Whom Konstantinos Nikolopoulos trusts overall

Their strongest outbound trust, strongest first, inferred from their citations.

1. Spyros Makridakis
2. Vassilios Assimakopoulos
3. Rob J Hyndman
4. M. Hibon
5. Everette S. Gardner Jr.
6. Paul Goodwin
7. Simon S. Haykin
8. Robert Fildes
9. A. Syntetos
10. Anne B. Koehler

Who trusts Konstantinos Nikolopoulos overall

1. Evangelos Spiliotis
2. Fotios Petropoulos
3. Vassilios Assimakopoulos
4. Alexei Botchkarev
5. Spyros Makridakis
6. Kasun Bandara
7. Christoph Bergmeir
8. Nikolaos Kourentzes
9. Weizhong Yan
10. Devon K. Barrow

Papers from Konstantinos Nikolopoulos's perspective

Ordered by how strongly the researchers Konstantinos Nikolopoulos trusts endorse each paper. Same corpus, a different order for every researcher.

1. Bagging Predictors
2. Estimating the Dimension of a Model
3. Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
4. Regression Shrinkage and Selection via the Lasso
5. Maximum likelihood from incomplete data via the EM - algorithm plus discussions on the paper
6. Autoregressive conditional heteroscedasticity with estimates of the variance of United Kingdom inflation
7. Combining forecasts: A review and annotated bibliography
8. Out-of-sample tests of forecasting accuracy: an analysis and review
9. Combination forecasts of output growth in a seven-country data set
10. Generalized Additive Models

Their papers

• Effective forecasting and judgmental adjustments: an empirical evaluation and strategies for improvement in supply-chain planning (2009) — 456 citations
• The Tourism Forecasting Competition (2011) — 314 citations
• Forecasting for big data: Does suboptimality matter? (2017) — 48 citations
• Advances in forecasting with neural networks? Empirical evidence from the NN3 competition on time series prediction (2011) — 278 citations
• Forecasting and planning during a pandemic: COVID-19 growth rates, supply chain disruptions, and governmental decisions (2020) — 443 citations
• Forecasting with a hybrid method utilizing data smoothing, a variation of the Theta method and shrinkage of seasonal factors (2018) — 28 citations
• The Theta Model: An Essential Forecasting Tool for Supply Chain Planning (2011) — 21 citations
• 'Horses for Courses' in demand forecasting (2014) — 210 citations
• Judging the judges through accuracy-implication metrics: The case of inventory forecasting (2010) — 117 citations
• Forecasting and operational research: a review (2008) — 296 citations
• Forecasting Multivariate Time Series with the Theta Method (2015) — 23 citations
• A systemic view of the ADIDA framework (2014) — 30 citations
• Fathoming the theta method for a unit root process (2014) — 26 citations
• The effects of integrating management judgement into intermittent demand forecasts (2009) — 130 citations
• Forecasting: theory and practice (2020) — 551 citations
• Tales from tails: On the empirical distributions of forecasting errors and their implication to risk (2019) — 11 citations
• Optimizing Theta Model for Monthly Data (2013) — 13 citations
• A neural network approach for the Theta model (2012) — 6 citations
• Theta intelligent forecasting information system (2003) — 41 citations