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Fotios Petropoulos

university of bath

35H-index
144Paper Count
5.8KCitation Count
Published Papers 47
Publication Date
Scalable forecast reconciliation through (un)guided Sub-hierarchies
err2025-12-12
err0
errOAAI
errFotios Petropoulos; Ross A Hollyman; Evangelos Spiliotis
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Coherent forecasts for tourism demand with automated immutability constraints
err2025-11-11
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PREAI
errQuan Wen; Yanrong Zeng; Fotios Petropoulos; Yanfei Kang
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Introduction to the M6 forecasting competition Special Issue
err2025-08-27
err0
PREAI
errSpyros Makridakis; Fotios Petropoulos; Evangelos Spiliotis; Norman R. Swanson
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The M6 forecasting competition: Bridging the gap between forecasting and investment decisions
err2024-11-30
err0
errOAAI
errSpyros Makridakis; Evangelos Spiliotis; Ross Hollyman; Fotios Petropoulos; Norman Swanson; Anil Gaba
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Wielding Occam’s razor: Fast and frugal retail forecasting
err2024-11-01
err0
errOAAI
errFotios Petropoulos; Yael Grushka-Cockayne; Enno Siemsen; Evangelos Spiliotis
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Combining probabilistic forecasts of intermittent demand
err2024-06-01
err2
errOAAI
errWang, Shengjie; Kang, Yanfei; Petropoulos, Fotios
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Probabilistic forecast-based portfolio optimization of electricity demand at low aggregation levels
err2024-01-01
err6
errOAAI
errPark, Jungyeon; Alvarenga, Estevao; Jeon, Jooyoung; Li, Ran; Petropoulos, Fotios; Kim, Hokyun; Ahn, Kwangwon
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Model combinations through revised base rates
err2023-07-01
err3
errOAAI
errPetropoulos, Fotios; Spiliotis, Evangelos; Panagiotelis, Anastasios
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The M5 competition: Conclusions
err2022-10-01
err4
errOAAI
errMakridakis, Spyros; Petropoulos, Fotios; Spiliotis, Evangelos
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Introduction to the M5 forecasting competition Special Issue
err2022-10-01
err2
errOAAI
errMakridakis, Spyros; Petropoulos, Fotios; Spiliotis, Evangelos
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Forecast with forecasts: Diversity matters
err2022-08-01
err22
errOAAI
errKang, Yanfei; Cao, Wei; Petropoulos, Fotios; Li, Feng
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A disaster response model driven by spatial-temporal forecasts
err2022-07-01
err3
errOAAI
errNikolopoulos, Konstantinos; Petropoulos, Fotios; Rodrigues, Vasco Sanchez; Pettit, Stephen; Beresford, Anthony
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Forecasting: theory and practice
err2022-07-01
err293
errOAAI
errPetropoulos, Fotios; Apiletti, Daniele; Assimakopoulos, Vassilios; Babai, Mohamed Zied; Barrow, Devon K.; Ben Taieb, Souhaib; Bergmeir, Christoph; Bessa, Ricardo J.; Bijak, Jakub; Boylan, John E.; Browell, Jethro; Carnevale, Claudio; Castle, Jennifer L.; Cirillo, Pasquale; Clements, Michael P.; Cordeiro, Clara; Oliveira, Fernando Luiz Cyrino; De Baets, Shari; Dokumentov, Alexander; Ellison, Joanne; Fiszeder, Piotr; Franses, Philip Hans; Frazier, David T.; Gilliland, Michael; Gonul, M. Sinan; Goodwin, Paul; Grossi, Luigi; Grushka-Cockayne, Yael; Guidolin, Mariangela; Guidolin, Massimo; Gunter, Ulrich; Guo, Xiaojia; Guseo, Renato; Harvey, Nigel; Hendry, David F.; Hollyman, Ross; Januschowski, Tim; Jeon, Jooyoung; Jose, Victor Richmond R.; Kang, Yanfei; Koehler, Anne B.; Kolassa, Stephan; Kourentzes, Nikolaos; Leva, Sonia; Li, Feng; Litsiou, Konstantia; Makridakis, Spyros; Martin, Gael M.; Martinez, Andrew B.; Meeran, Sheik; Modis, Theodore; Nikolopoulos, Konstantinos; Onkal, Dilek; Paccagnini, Alessia; Panagiotelis, Anastasios; Panapakidis, Ioannis; Pavia, Jose M.; Pedio, Manuela; Pedregal, Diego J.; Pinson, Pierre; Ramos, Patricia; Rapach, David E.; Reade, J. James; Rostami-Tabar, Bahman; Rubaszek, Michal; Sermpinis, Georgios; Shang, Han Lin; Spiliotis, Evangelos; Syntetos, Aris A.; Talagala, Priyanga Dilini; Talagala, Thiyanga S.; Tashman, Len; Thomakos, Dimitrios; Thorarinsdottir, Thordis; Todini, Ezio; Arenas, Juan Ramon Trapero; Wang, Xiaoqian; Winkler, Robert L.; Yusupova, Alisa; Ziel, Florian
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COVID-19: Forecasting confirmed cases and deaths with a simple time series model
err2022-04-01
err50
errOAAI
errPetropoulos, Fotios; Makridakis, Spyros; Stylianou, Neophytos
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Hierarchical forecast reconciliation with machine learning
err2021-11-01
err30
errOAAI
errSpiliotis, Evangelos; Abolghasemi, Mahdi; Hyndman, Rob J.; Petropoulos, Fotios; Assimakopoulos, Vassilios
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Understanding forecast reconciliation
err2021-10-01
err48
errOAAI
errHollyman, Ross; Petropoulos, Fotios; Tipping, Michael E.
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Déjà vu: A data-centric forecasting approach through time series cross
err2021-08-01
err14
errOAAI
errKang, Yanfei; Spiliotis, Evangelos; Petropoulos, Fotios; Athiniotis, Nikolaos; Li, Feng; Assimakopoulos, Vassilios
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