Fotios Petropoulos

Search results

• 2024

  Combining Probabilistic Forecasts of Intermittent Demand

  Wang, S., Kang, Y. & Petropoulos, F., 16 Jun 2024, In: European Journal of Operational Research. 315, 3, p. 1038-1048 11 p.

  Research output: Contribution to journal › Article › peer-review

  • Forecasting 100%
  • Exploratory Behavior 100%
  • Accuracy 100%
  • Decision Making 100%
  • Stock 100%
  1 Citation (SciVal)

• On the update frequency of univariate forecasting models

  Spiliotis, E. & Petropoulos, F., 1 Apr 2024, In: European Journal of Operational Research. 314, 1, p. 111-121 11 p.

  Research output: Contribution to journal › Article › peer-review

  • Cost 100%
  • Time Series 100%
  • Computational 100%
  • Forecasting Model 100%
  • Model 100%

• Operational Research: methods and applications

  Petropoulos, F., Laporte, G., Aktas, E., Alumur, S. A., Archetti, C., Ayhan, H., Battarra, M., Bennell, J. A., Bourjolly, J.-M., Boylan, J. E., Breton, M., Canca, D., Charlin, L., Chen, B., Cicek, C. T., Jr, L. A. C., Currie, C. S. M., Demeulemeester, E., Ding, L. & Disney, S. M. & 62 others, Ehrgott, M., Eppler, M. J., Erdoğan, G., Fortz, B., Franco, L. A., Frische, J., Greco, S., Gregory, A. J., Hämäläinen, R. P., Herroelen, W., Hewitt, M., Holmström, J., Hooker, J. N., Işık, T., Johnes, J., Kara, B. Y., Karsu, Ö., Kent, K., Köhler, C., Kunc, M., Kuo, Y.-H., Letchford, A. N., Leung, J., Li, D., Li, H., Lienert, J., Ljubić, I., Lodi, A., Lozano, S., Lurkin, V., Martello, S., McHale, I. G., Midgley, G., Morecroft, J. D. W., Mutha, A., Oğuz, C., Petrovic, S., Pferschy, U., Psaraftis, H. N., Rose, S., Saarinen, L., Salhi, S., Song, J.-S., Sotiros, D., Stecke, K. E., Strauss, A. K., Tarhan, İ., Thielen, C., Toth, P., Berghe, G. V., Vasilakis, C., Vaze, V., Vigo, D., Virtanen, K., Wang, X., Weron, R., White, L., Woensel, T. V., Yearworth, M., Yıldırım, E. A., Zaccour, G. & Zhao, X., Mar 2024, In: Journal of the Operational Research Society. 75, 3, p. 423-617 195 p.

  Research output: Contribution to journal › Review article › peer-review

  Open Access

  • Utilization 100%
  • Research Method 100%
  • Research 100%
  • Application 100%
  • Scientific Methods 100%
  4 Citations (SciVal)

• Probabilistic Forecast-based Portfolio Optimization of Electricity Demand at Low Aggregation Levels

  Park, J., Alvarenga, E., Jeon, J., Li, R., Petropoulos, F., Kim, H. & Ahn, K., 1 Jan 2024, In: Applied Energy. 353, Part B, 122109.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Optimization 100%
  • Electricity Demand 100%
  • Aggregation Level 100%
  • Greenhouse Gas Emissions 100%
  • Supply 100%
  5 Citations (SciVal)
• 2023

  Business Forecasting Methods Impressive Advances, Lagging Implementation

  Goodwin, P., Hoover, J., Makridakis, S., Petropoulos, F. & Tashman, L., 14 Dec 2023, In: PLoS ONE. 18, 12 December, 12 p., e0295693.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Forecasting 100%
  • Enterprises 100%
  • Implementation 100%
  • Business 100%
  • Forecasting Method 100%
  1 Citation (SciVal)

• Feature-based intermittent demand forecast combinations: accuracy and inventory implications

  Li, L., Kang, Y., Petropoulos, F. & Li, F., 31 Dec 2023, In: International Journal of Production Research. 61, 22, p. 7557-7572

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Forecasting 100%
  • Feature 100%
  • Inventories 100%
  • Demand Forecast 100%
  • Accuracy 100%
  4 Citations (SciVal)

  49 Downloads (Pure)

• Forecast selection and representativeness

  Petropoulos, F. & Siemsen, E., 31 May 2023, In: Management Science. 69, 5, p. 2672-2690 19 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Approach 100%
  • Legal Decision 100%
  • Model Selection 100%
  • Information 100%
  • Time Series 100%
  5 Citations (SciVal)

  502 Downloads (Pure)

• Improving forecasting by subsampling seasonal time series

  Li, X., Petropoulos, F. & Kang, Y., 31 Dec 2023, In: International Journal of Production Research. 61, 3, p. 976-992

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Models 100%
  • Subsamplings 100%
  • Model 100%
  • Forecasting 100%
  • Time Series 100%
  5 Citations (SciVal)

  71 Downloads (Pure)

• Judgmental Interventions and Behavioral Change

  Petropoulos, F. & Nikopoulos, K., 3 Jun 2023, Judgment in Predictive Analytics. Seifert, M. (ed.). Cham, Switzerland: Springer Healthcare, p. 115-131 17 p. (International Series in Operations Research and Management Science; vol. 343).

  Research output: Chapter or section in a book/report/conference proceeding › Chapter or section

  • Behavior Change 100%
  • Behavior (Neuroscience) 50%

• Judgmental Selection of Forecasting Models (Reprint)

  Petropoulos, F., Kourentzes, N., Nikolopoulos, K. & Siemsen, E., 3 Jun 2023, Judgment in Predictive Analytics. Seifert, M. (ed.). Cham, Switzerland: Springer, p. 53-84 32 p. (International Series in Operations Research and Management Science; vol. 343).

  Research output: Chapter or section in a book/report/conference proceeding › Chapter or section

  • Model Selection 100%
  • Forecasting Model 100%
  • Judgement 50%
  • Practitioners 50%

• Large Language Models: Their success and impact

  Makridakis, S., Petropoulos, F. & Kang, Y., 30 Sept 2023, In: Forecasting. 5, 3, p. 536-549 14 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Abilities 100%
  • Artificial Intelligence 100%
  • Natural Language 100%
  • ChatGPT 100%
  • Large Language Model 100%
  13 Citations (SciVal)

  93 Downloads (Pure)

• Model combinations through revised base-rates

  Petropoulos, F., Spiliotis, E. & Panagiotelis, A., 31 Jul 2023, In: International Journal of Forecasting. 39, 3, p. 1477-1492

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Information 100%
  • Approach 100%
  • Model 100%
  • Forecasting Model 100%
  • Serials 66%
  3 Citations (SciVal)

  40 Downloads (Pure)

• On the disagreement of forecasting model selection criteria

  Spiliotis, E., Petropoulos, F. & Assimakopoulos, V., 20 Jun 2023, In: Forecasting. 5, 2, p. 487-498 12 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Labour 100%
  • Information 100%
  • Options 100%
  • Time Series 100%
  • Smoothing Technique 100%
  2 Citations (SciVal)

  60 Downloads (Pure)
• 2022

  A disaster response model driven by spatial-temporal forecasts

  Nikolopoulos, K., Petropoulos, F., Sanchez Rodrigues, V., Pettit, S. & Beresford, A., 1 Jul 2022, In: International Journal of Forecasting. 38, 3, p. 1214-1220 7 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Disaster 100%
  • Model 100%
  • Forecasting 100%
  • Response Model 100%
  • Forecasting Model 66%
  3 Citations (SciVal)

  72 Downloads (Pure)

• COVID-19: Forecasting confirmed cases and deaths with a simple time-series model

  Petropoulos, F., Makridakis, S. & Stylianou, N., 1 Apr 2022, In: International Journal of Forecasting. 38, 2, p. 439-452 14 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Modeling 100%
  • Variables 100%
  • Simple Model 100%
  • Prediction 100%
  • Multiplicative 100%
  42 Citations (SciVal)

  44 Downloads (Pure)

• Forecasting: theory and practice

  Petropoulos, F., Apiletti, D., Assimakopoulos, V., Babai, M. Z., Barrow, D. K., Ben Taieb, S., Bergmeir, C., Bessa, R. J., Bijak, J., Boylan, J. E., Browell, J., Carnevale, C., Castle, J. L., Cirillo, P., Clements, M. P., Cordeiro, C., Cyrino Oliveira, F. L., De Baets, S., Dokumentov, A. & Ellison, J. & 60 others, Fiszeder, P., Franses, P. H., Frazier, D. T., Gilliland, M., Gönül, M. S., Goodwin, P., Grossi, L., Grushka-Cockayne, Y., Guidolin, M., Guidolin, M., Gunter, U., Guo, X., Guseo, R., Harvey, N., Hendry, D. F., Hollyman, R., Januschowski, T., Jeon, J., Jose, V. R. R., Kang, Y., Koehler, A. B., Kolassa, S., Kourentzes, N., Leva, S., Li, F., Litsiou, K., Makridakis, S., Martin, G. M., Martinez, A. B., Meeran, S., Modis, T., Nikolopoulos, K., Önkal, D., Paccagnini, A., Panagiotelis, A., Panapakidis, I., Pavía, J. M., Pedio, M., Pedregal, D. J., Pinson, P., Ramos, P., Rapach, D. E., Reade, J. J., Rostami-Tabar, B., Rubaszek, M., Sermpinis, G., Shang, H. L., Spiliotis, E., Syntetos, A. A., Talagala, P. D., Talagala, T. S., Tashman, L., Thomakos, D., Thorarinsdottir, T., Todini, E., Trapero Arenas, J. R., Wang, X., Winkler, R. L., Yusupova, A. & Ziel, F., 1 Jul 2022, In: International Journal of Forecasting. 38, 3, p. 705-871 167 p.

  Research output: Contribution to journal › Review article › peer-review

  Open Access

  • Forecasting 100%
  • Theory 100%
  • Systematic Review 100%
  • Reading 100%
  • Decision Making 100%
  360 Citations (SciVal)

• ​Forecast with Forecasts: Diversity Matters

  Kang, Y., Cao, W., Petropoulos, F. & Li, F., 16 Aug 2022, In: European Journal of Operational Research. 301, 1, p. 180-190 11 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Diversity 100%
  • Feature 100%
  • Forecasting 100%
  • Historical Data 100%
  • Computational 100%
  15 Citations (SciVal)

  42 Downloads (Pure)

• Introduction to the M5 forecasting competition Special Issue

  Makridakis, S., Petropoulos, F. & Spiliotis, E., 10 Oct 2022, In: International Journal of Forecasting. 38, 4, p. 1279-1282

  Research output: Contribution to journal › Editorial › peer-review

  Open Access

  File

  • Competition 100%
  • Forecasting 100%
  • Introduction 100%
  • Performance 100%
  • Accuracy 100%
  54 Citations (SciVal)

  5 Downloads (Pure)

• Judgmental interventions and behavioural change

  Petropoulos, F. & Nikolopoulos, K., Jun 2022, (Acceptance date) Judgment in Predictive Analytics. Seifert, M. (ed.). Springer

  Research output: Chapter or section in a book/report/conference proceeding › Chapter or section

• Judgmental Selection of Forecasting Models

  Petropoulos, F., Kourentzes, N., Nikolopoulos, K. & Siemsen, E., Nov 2022, (Acceptance date) Judgment in Predictive Analytics. Seifert, M. (ed.). Springer

  Research output: Chapter or section in a book/report/conference proceeding › Chapter or section

  Open Access

  File
  72 Downloads (Pure)

• On the selection of forecasting accuracy measures

  Koutsandreas, D., Spiliotis, E., Petropoulos, F. & Assimakopoulos, V., 31 Dec 2022, In: Journal of the Operational Research Society. 73, 5, p. 937-954 18 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Selection 100%
  • Measures 100%
  • Practitioners 100%
  • Measurement 100%
  • Forecasting Model 100%
  49 Citations (SciVal)

  651 Downloads (Pure)

• Representativeness: A new criterion for selecting forecasts

  Petropoulos, F. & Siemsen, E., 31 Dec 2022, In: Foresight: the International Journal of Applied Forecasting. 2022, 65, p. 5-12 8 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Methods 100%
  • Criterion 100%
  • Representativeness 100%
  • Forecasting 100%
  • Information 100%
  95 Downloads (Pure)

• The effect of discount incentives on customers’ willingness to accept ‘no-rush' delivery

  Liu, Y., Giannikas, V. & Petropoulos, F., 13 Jul 2022, Proceedings of the 26th International Symposium on Logistics (ISL 2022): The Journey to Sustainable Supply Chains., A. P., Pawar, K., O’Reilly, S. & Jimo, A. (eds.). p. 66 1 p.

  Research output: Chapter or section in a book/report/conference proceeding › Chapter in a published conference proceeding

• The future of forecasting competitions: Design attributes and principles

  Makridakis, S., Fry, C., Petropoulos, F. & Spiliotis, E., 30 Apr 2022, In: INFORMS Journal on Data Science. 1, 1, p. 96-113 18 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Competition 100%
  • Forecasting 100%
  • Design 100%
  • Cost 100%
  • Information 100%
  44 Downloads (Pure)

• The M5 competition: Conclusions

  Makridakis, S., Petropoulos, F. & Spiliotis, E., 1 Oct 2022, In: International Journal of Forecasting. 38, 4, p. 1576-1582 7 p.

  Research output: Contribution to journal › Editorial › peer-review

  Open Access

  File
  5 Citations (SciVal)

  36 Downloads (Pure)

• The uncertainty estimation of feature-based forecast combinations

  Wang, X., Kang, Y., Petropoulos, F. & Li, F., 31 Dec 2022, In: Journal of the Operational Research Society. 73, 5, p. 979-993 15 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Links 100%
  • Model 100%
  • Relationships 100%
  • Supply Chain 100%
  • System Analysis 100%
  5 Citations (SciVal)

  67 Downloads (Pure)
• 2021

  Beyond Error Measures to the Utility And Cost of the Forecasts

  Yardley, L. & Petropoulos, F., 31 Dec 2021, In: Foresight: the International Journal of Applied Forecasting. 63, p. 36-45 10 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Cost 100%
  • Measures 100%
  • Utility 100%
  • Evidence 33%
  • Evaluation 33%
  265 Downloads (Pure)

• Déjà vu: A data-centric forecasting approach through time series cross-similarity

  Kang, Y., Spiliotis, E., Petropoulos, F., Athiniotis, N., Li, F. & Assimakopoulos, V., 31 Aug 2021, In: Journal of Business Research. 132, p. 719-731

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Statistical Model 100%
  • Forecasting 100%
  • Similarities 100%
  • Time Series 100%
  • Application 50%
  11 Citations (SciVal)

  51 Downloads (Pure)

• Forecasting in social settings: the state of the art

  Makridakis, S., Hyndman, R. J. & Petropoulos, F., 31 Jul 2021, Business Forecasting: The Emerging Role of Artificial Intelligence and Machine Learning. Gilliland, M., Tashman, L. & Sglavo, U. (eds.). Wiley, (Wiley and SAS Business Series).

  Research output: Chapter or section in a book/report/conference proceeding › Chapter or section

  File
  95 Downloads (Pure)

• Forecasting week-ahead hourly electricity prices in Belgium with statistical and machine learning methods

  Spiliotis, E., Doukas, H., Assimakopoulos, V. & Petropoulos, F., 31 Dec 2021, Mathematical Modelling of Contemporary Electricity Markets: New challenges and methodologies. Dagoumas, A. A. (ed.). Netherlands: Elsevier, p. 59-74 16 p.

  Research output: Chapter or section in a book/report/conference proceeding › Chapter or section

  • Machine Learning Method 100%
  • Electricity Price 100%
  • Price 100%
  • Machine Learning 100%
  • Group 100%
  13 Citations (SciVal)

• Foreword (Spyros Makridakis and Fotios Petropoulos)

  Makridakis, S. & Petropoulos, F., 1 May 2021, Business Forecasting: The Emerging Role of Artificial Intelligence and Machine Learning. Gilliland, M., Tashman, L. & Sglavo, U. (eds.). Wiley, p. ix-xii (Wiley and SAS Business Series).

  Research output: Chapter or section in a book/report/conference proceeding › Foreword/postscript

  • Hybrid 100%
  • Approach 100%
  • Forecasting 100%
  • Improvement 100%

• Hierarchical forecast reconciliation with machine learning

  Spiliotis, E., Abolghasemi, M., Hyndman, R. J., Petropoulos, F. & Assimakopoulos, V., 30 Nov 2021, In: Applied Soft Computing. 112, 107756.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Approach 100%
  • Learning 100%
  • Machines 100%
  • Reconciliation 100%
  • Machine Learning 100%
  25 Citations (SciVal)

  101 Downloads (Pure)

• Judgmental model selection

  Petropoulos, F., 1 May 2021, Business Forecasting: The Emerging Role of Artificial Intelligence and Machine Learning. Gilliland, M., Tashman, L. & Sglavo, U. (eds.). Wiley, p. 181-191 11 p. (Wiley and SAS Business Series).

  Research output: Chapter or section in a book/report/conference proceeding › Chapter or section

  • Judgement 100%
  • Model Selection 100%
  • Production 100%
  • Forecasting Model 50%

• The wisdom of the data: Getting the most out of univariate time-series forecasting

  Petropoulos, F. & Spiliotis, E., 23 Jun 2021, In: Forecasting. 3, 3, p. 478-497 10 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access
  16 Citations (SciVal)

• Understanding forecast reconciliation

  Hollyman, R., Petropoulos, F. & Tipping, M., 1 Oct 2021, In: European Journal of Operational Research. 294, 1, p. 149-160 12 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Understanding 100%
  • Reconciliation 100%
  • Time Series 100%
  • Linear Constraint 100%
  • Labour 50%
  39 Citations (SciVal)

  154 Downloads (Pure)
• 2020

  A Simple Combination of Univariate Models

  Petropoulos, F. & Svetunkov, I., 1 Jan 2020, In: International Journal of Forecasting. 36, 1, p. 110-115 6 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Points 100%
  • Univariate 100%
  • Smoothing Technique 100%
  • Competition 100%
  • Prediction Interval 75%
  47 Citations (SciVal)

  127 Downloads (Pure)

• Cross-temporal aggregation: Improving the forecast accuracy of hierarchical electricity consumption

  Spiliotis, E., Petropoulos, F., Kourentzes, N. & Assimakopoulos, V., 1 Mar 2020, In: Applied Energy. 261, 114339.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Accuracy 100%
  • Models 100%
  • Electricity Consumption 100%
  • Model 100%
  • Consumption 100%
  52 Citations (SciVal)

  43 Downloads (Pure)

• Forecasting in social settings: the state of the art

  Makridakis, S., Hyndman, R. J. & Petropoulos, F., 1 Jan 2020, In: International Journal of Forecasting. 36, 1, p. 15-28 14 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Knowledge 100%
  • Systematic Review 100%
  • Time Series 100%
  • Value Added 100%
  • Machine Learning 100%
  80 Citations (SciVal)

• Forecasting the novel coronavirus COVID-19

  Petropoulos, F. & Makridakis, S., 31 Mar 2020, In: PLoS ONE. 15, 3, 8 p., e0231236.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Disease 100%
  • Forecasting 100%
  • Reliability 100%
  • Fear 100%
  • Psychological Factor 100%
  386 Citations (SciVal)

  187 Downloads (Pure)

• Last-mile delivery and consumer behaviour in e-commerce: A systematic literature review

  Liu, Y., Giannikas, V., Petropoulos, F. & Lim, S. F. W. T., Sept 2020, p. 36-36. 1 p.

  Research output: Contribution to conference › Abstract › peer-review

  • Systematic Review 100%
  • Consumer Behavior 100%
  • e-Commerce 100%
  • Last-Mile Delivery 100%
  • Customers 50%

• The Impact of Imperfect Weather Forecasts on Wind Power Forecasting Performance: Evidence from Two Wind Farms in Greece

  Spiliotis, E., Petropoulos, F. & Nikolopoulos, K., 12 Apr 2020, In: Energies. 13, 8, p. 1-18 18 p., 1880.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Impact 100%
  • Wind Turbine 100%
  • Power Generation 100%
  • Weather Forecast 100%
  • Greece 100%
  7 Citations (SciVal)

  53 Downloads (Pure)

• The M4 competition, and a look to the future

  Petropoulos, F., 25 Mar 2020, In: Foresight: the International Journal of Applied Forecasting. 57, p. 11-12 2 p.

  Research output: Contribution to journal › Comment/debate › peer-review

  Open Access

  File
  48 Downloads (Pure)

• The M4 competition: Bigger. Stronger. Better.

  Petropoulos, F. & Makridakis, S., 1 Jan 2020, In: International Journal of Forecasting. 36, 1, p. 3-6 4 p.

  Research output: Contribution to journal › Editorial › peer-review

  Open Access

  File
  13 Citations (SciVal)

  142 Downloads (Pure)

• The M4 competition: Conclusions

  Makridakis, S. & Petropoulos, F., 1 Jan 2020, In: International Journal of Forecasting. 36, 1, p. 224-227 4 p.

  Research output: Contribution to journal › Editorial › peer-review

  Open Access

  File
  5 Citations (SciVal)

  238 Downloads (Pure)
• 2019

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

  Kourentzes, N., Barrow, D. & Petropoulos, F., 1 Mar 2019, In: International Journal of Production Economics. 209, p. 226-235 10 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Evidence 100%
  • Selection 100%
  • Mathematical Model 100%
  • Alternatives 100%
  • Scientific Modelling 100%
  77 Citations (SciVal)

  250 Downloads (Pure)

• Aprimorando previsoes de abastecimento de energia com algoritmos de bagging metodos de amortecimento exponencial

  de Oliveira, E. M., Cyrino Oliveira, F. L., Petropoulos, F. & Jeon, J., 2019, Li Simposio Brasileiro de Pesquisa Operacional. Limeira, Brazil

  Research output: Chapter or section in a book/report/conference proceeding › Chapter in a published conference proceeding

• Brain imaging and forecasting: Insights from judgmental model selection

  Han, W., Wang, X., Petropoulos, F. & Wang, J., 30 Sept 2019, In: Omega: The International Journal of Management Science. 87, p. 1-9 9 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Model Selection 100%
  • Cognitive Load 100%
  • Cognitive Process 50%
  • Electroencephalography 50%
  12 Citations (SciVal)

  61 Downloads (Pure)

• Forecasting for food demand

  Petropoulos, F. & Carver, S., 2019, (Acceptance date) Sustainable Food Supply Chains. Accorsi, R. & Manzini, R. (eds.). Elsevier

  Research output: Chapter or section in a book/report/conference proceeding › Chapter or section

  File

  • Decision Making 100%
  197 Downloads (Pure)

• Improving the forecasting performance of temporal hierarchies

  Spiliotis, E., Petropoulos, F. & Assimakopoulos, V., 3 Oct 2019, In: PLoS ONE. 14, 10, 21 p., e0223422.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Forecasting 100%
  • Hierarchy 100%
  • Performance 100%
  • Limitations 100%
  • Bias 100%
  23 Citations (SciVal)

  132 Downloads (Pure)

• Judgmental model selection

  Petropoulos, F., 2019, In: Foresight: the International Journal of Applied Forecasting. 2019, 54, p. 4-10 7 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Judgement 100%
  • Model Selection 100%
  • Production 100%
  • Forecasting Model 50%
  141 Downloads (Pure)