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ORCIDPablo Montero-Manso
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2020 – today
- 2023
[i7]Ángel López-Oriona, Pablo Montero-Manso, José Antonio Vilar Fernández:
Time series clustering based on prediction accuracy of global forecasting models. CoRR abs/2305.00473 (2023)- 2022
- [c2]Ángel López-Oriona
, Pablo Montero-Manso, José Antonio Vilar:
Clustering of Time Series Based on Forecasting Performance of Global Models. AALTD@ECML/PKDD 2022: 18-33 - [d67]Rakshitha Godahewa, Christoph Bergmeir, Geoff Webb, Rob J. Hyndman, Pablo Montero-Manso:
Extended Wikipedia Web Traffic Daily Dataset (with Missing Values). Zenodo, 2022
- [d66]Rakshitha Godahewa, Christoph Bergmeir, Geoff Webb, Rob J. Hyndman, Pablo Montero-Manso:
Extended Wikipedia Web Traffic Daily Dataset (without Missing Values). Zenodo, 2022 - [i6]Alexey Chernikov, Chang Wei Tan, Pablo Montero-Manso, Christoph Bergmeir:
FRANS: Automatic Feature Extraction for Time Series Forecasting. CoRR abs/2209.07018 (2022) - [i5]Christoph Bergmeir, Frits de Nijs, Abishek Sriramulu, Mahdi Abolghasemi, Richard Bean, John M. Betts, Quang Bui, Nam Trong Dinh, Nils Einecke, Rasul Esmaeilbeigi, Scott Ferraro, Priya Galketiya, Evgenii Genov, Robert Glasgow, Rakshitha Godahewa, Yanfei Kang, Steffen Limmer, Luis Magdalena, Pablo Montero-Manso, Daniel Peralta, Yogesh Pipada Sunil Kumar, Alejandro Rosales-Pérez, Julian Ruddick, Akylas C. Stratigakos, Peter J. Stuckey, Guido Tack, Isaac Triguero, Rui Yuan:
Comparison and Evaluation of Methods for a Predict+Optimize Problem in Renewable Energy. CoRR abs/2212.10723 (2022) - 2021
- [j3]Jose Arturo Molina-Mora, Pablo Montero-Manso, Raquel García-Batán, Rebeca Campos-Sánchez, Jose Vilar-Fernández, Fernando García:
A first perturbome of Pseudomonas aeruginosa: Identification of core genes related to multiple perturbations by a machine learning approach. Biosyst. 205: 104411 (2021) - [c1]Rakshitha Godahewa, Christoph Bergmeir, Geoffrey I. Webb, Rob J. Hyndman, Pablo Montero-Manso:
Monash Time Series Forecasting Archive. NeurIPS Datasets and Benchmarks 2021 - [d65]Rakshitha Godahewa, Christoph Bergmeir, Geoff Webb, Rob J. Hyndman, Pablo Montero-Manso:
Australian Electricity Demand Dataset. Zenodo, 2021 - [d64]Rakshitha Godahewa, Christoph Bergmeir, Geoff Webb, Rob J. Hyndman, Pablo Montero-Manso:
COVID-19 Mobility Dataset (with Missing Values). Zenodo, 2021 - [d63]Rakshitha Godahewa, Christoph Bergmeir, Geoff Webb, Rob J. Hyndman, Pablo Montero-Manso:
COVID-19 Mobility Dataset (without Missing Values). Zenodo, 2021 - [d62]Rakshitha Godahewa, Christoph Bergmeir, Geoff Webb, Rob J. Hyndman, Pablo Montero-Manso:
Bitcoin Dataset with Missing Values. Zenodo, 2021 - [d61]Rakshitha Godahewa, Christoph Bergmeir, Geoff Webb, Rob J. Hyndman, Pablo Montero-Manso:
Bitcoin Dataset without Missing Values. Zenodo, 2021 - [d60]Rakshitha Godahewa, Christoph Bergmeir, Geoff Webb, Rob J. Hyndman, Pablo Montero-Manso:
Rideshare Dataset with Missing Values. Zenodo, 2021 - [d59]Rakshitha Godahewa, Christoph Bergmeir, Geoff Webb, Rob J. Hyndman, Pablo Montero-Manso:
Rideshare Dataset without Missing Values. Zenodo, 2021 - [d58]Rakshitha Godahewa, Christoph Bergmeir, Geoff Webb, Rob J. Hyndman, Pablo Montero-Manso:
Vehicle Trips Dataset with Missing Values. Zenodo, 2021 - [d57]Rakshitha Godahewa, Christoph Bergmeir, Geoff Webb, Rob J. Hyndman, Pablo Montero-Manso:
Vehicle Trips Dataset without Missing Values. Zenodo, 2021 - [d56]Rakshitha Godahewa, Christoph Bergmeir, Geoff Webb, Rob J. Hyndman, Pablo Montero-Manso:
Temperature Rain Dataset with Missing Values. Zenodo, 2021 - [d55]Rakshitha Godahewa, Christoph Bergmeir, Geoff Webb, Rob J. Hyndman, Pablo Montero-Manso:
Temperature Rain Dataset without Missing Values. Zenodo, 2021 - [d54]Rakshitha Godahewa, Christoph Bergmeir, Geoff Webb, Rob J. Hyndman, Pablo Montero-Manso:
Oikolab Weather Dataset. Zenodo, 2021 - [i4]Rakshitha Godahewa, Christoph Bergmeir, Geoffrey I. Webb, Rob J. Hyndman, Pablo Montero-Manso:
Monash Time Series Forecasting Archive. CoRR abs/2105.06643 (2021) - [i3]Hansika Hewamalage, Pablo Montero-Manso, Christoph Bergmeir, Rob J. Hyndman:
A Look at the Evaluation Setup of the M5 Forecasting Competition. CoRR abs/2108.03588 (2021) - 2020
- [d53]Rakshitha Godahewa, Christoph Bergmeir, Geoff Webb, Mahdi Abolghasemi, Rob J. Hyndman, Pablo Montero-Manso:
Wind Farms Dataset (without Missing Values). Version 2. Zenodo, 2020 [all versions] - [d52]Rakshitha Godahewa, Christoph Bergmeir, Geoff Webb, Mahdi Abolghasemi, Rob J. Hyndman, Pablo Montero-Manso:
Wind Farms Dataset (with Missing Values). Version 2. Zenodo, 2020 [all versions] - [d51]Rakshitha Godahewa, Christoph Bergmeir, Geoff Webb, Mahdi Abolghasemi, Rob J. Hyndman, Pablo Montero-Manso:
Solar Power Dataset (4 Seconds Observations). Version 2. Zenodo, 2020 [all versions] - [d50]Rakshitha Godahewa, Christoph Bergmeir, Geoff Webb, Mahdi Abolghasemi, Rob J. Hyndman, Pablo Montero-Manso:
Wind Power Dataset (4 Seconds Observations). Version 2. Zenodo, 2020 [all versions] - [d49]Rakshitha Godahewa, Christoph Bergmeir, Geoff Webb, Rob J. Hyndman, Pablo Montero-Manso:
Sunspot Daily Dataset (without Missing Values). Version 4. Zenodo, 2020 [all versions] - [d48]Rakshitha Godahewa, Christoph Bergmeir, Geoff Webb, Rob J. Hyndman, Pablo Montero-Manso:
Sunspot Daily Dataset (with Missing Values). Version 4. Zenodo, 2020 [all versions] - [d47]Rakshitha Godahewa, Christoph Bergmeir, Geoff Webb, Rob J. Hyndman, Pablo Montero-Manso:
M1 Yearly Dataset. Version 4. Zenodo, 2020 [all versions] - [d46]Rakshitha Godahewa, Christoph Bergmeir, Geoff Webb, Rob J. Hyndman, Pablo Montero-Manso:
M3 Yearly Dataset. Version 3. Zenodo, 2020 [all versions] - [d45]Rakshitha Godahewa, Christoph Bergmeir, Geoff Webb, Rob J. Hyndman, Pablo Montero-Manso:
M3 Quarterly Dataset. Version 3. Zenodo, 2020 [all versions] - [d44]Rakshitha Godahewa, Christoph Bergmeir, Geoff Webb, Rob J. Hyndman, Pablo Montero-Manso:
M3 Monthly Dataset. Version 3. Zenodo, 2020 [all versions] - [d43]Rakshitha Godahewa, Christoph Bergmeir, Geoff Webb, Rob J. Hyndman, Pablo Montero-Manso:
M3 Other Dataset. Version 3. Zenodo, 2020 [all versions] - [d42]Rakshitha Godahewa, Christoph Bergmeir, Geoff Webb, Rob J. Hyndman, Pablo Montero-Manso:
M4 Yearly Dataset. Version 4. Zenodo, 2020 [all versions] - [d41]Rakshitha Godahewa, Christoph Bergmeir, Geoff Webb, Rob J. Hyndman, Pablo Montero-Manso:
M4 Quarterly Dataset. Version 3. Zenodo, 2020 [all versions] - [d40]Rakshitha Godahewa, Christoph Bergmeir, Geoff Webb, Rob J. Hyndman, Pablo Montero-Manso:
M4 Monthly Dataset. Version 3. Zenodo, 2020 [all versions] - [d39]Rakshitha Godahewa, Christoph Bergmeir, Geoff Webb, Rob J. Hyndman, Pablo Montero-Manso:
M4 Weekly Dataset. Version 3. Zenodo, 2020 [all versions] - [d38]Rakshitha Godahewa, Christoph Bergmeir, Geoff Webb, Rob J. Hyndman, Pablo Montero-Manso:
M4 Daily Dataset. Version 3. Zenodo, 2020 [all versions] - [d37]Rakshitha Godahewa, Christoph Bergmeir, Geoff Webb, Rob J. Hyndman, Pablo Montero-Manso:
London Smart Meters Dataset (without Missing Values). Version 3. Zenodo, 2020 [all versions] - [d36]Rakshitha Godahewa, Christoph Bergmeir, Geoff Webb, Rob J. Hyndman, Pablo Montero-Manso:
M4 Hourly Dataset. Version 3. Zenodo, 2020 [all versions] - [d35]Rakshitha Godahewa, Christoph Bergmeir, Geoff Webb, Rob J. Hyndman, Pablo Montero-Manso:
Melbourne Pedestrian Counts Dataset. Version 3. Zenodo, 2020 [all versions] - [d34]Rakshitha Godahewa, Christoph Bergmeir, Geoff Webb, Rob J. Hyndman, Pablo Montero-Manso:
Kaggle Wikipedia Web Traffic Weekly Dataset. Version 3. Zenodo, 2020 [all versions] - [d33]Rakshitha Godahewa, Christoph Bergmeir, Geoff Webb, Rob J. Hyndman, Pablo Montero-Manso:
KDD Cup Dataset (with Missing Values). Version 4. Zenodo, 2020 [all versions] - [d32]Rakshitha Godahewa, Christoph Bergmeir, Geoff Webb, Rob J. Hyndman, Pablo Montero-Manso:
KDD Cup Dataset (without Missing Values). Version 4. Zenodo, 2020 [all versions] - [d31]Rakshitha Godahewa, Christoph Bergmeir, Geoff Webb, Rob J. Hyndman, Pablo Montero-Manso:
COVID-19 Deaths Dataset. Version 2. Zenodo, 2020 [all versions] - [d30]Rakshitha Godahewa, Christoph Bergmeir, Geoff Webb, Rob J. Hyndman, Pablo Montero-Manso:
Hospital Dataset. Version 2. Zenodo, 2020 [all versions] - [d29]Rakshitha Godahewa, Christoph Bergmeir, Geoff Webb, Rob J. Hyndman, Pablo Montero-Manso:
Car Parts Dataset (without Missing Values). Version 2. Zenodo, 2020 [all versions] - [d28]Rakshitha Godahewa, Christoph Bergmeir, Geoff Webb, Rob J. Hyndman, Pablo Montero-Manso:
Car Parts Dataset (with Missing Values). Version 2. Zenodo, 2020 [all versions] - [d27]Rakshitha Godahewa, Christoph Bergmeir, Geoff Webb, Rob J. Hyndman, Pablo Montero-Manso:
CIF 2016 Dataset. Version 5. Zenodo, 2020 [all versions] - [d26]Rakshitha Godahewa, Christoph Bergmeir, Geoff Webb, Rob J. Hyndman, Pablo Montero-Manso:
US Births Dataset. Version 2. Zenodo, 2020 [all versions] - [d25]Rakshitha Godahewa, Christoph Bergmeir, Geoff Webb, Rob J. Hyndman, Pablo Montero-Manso:
Saugeen River Flow (SaugeenDay) Dataset. Version 2. Zenodo, 2020 [all versions] - [d24]Rakshitha Godahewa, Christoph Bergmeir, Geoff Webb, Rob J. Hyndman, Pablo Montero-Manso:
Electricity Demand (Elecdemand) Dataset. Version 2. Zenodo, 2020 [all versions] - [d23]Rakshitha Godahewa, Christoph Bergmeir, Geoff Webb, Rob J. Hyndman, Pablo Montero-Manso:
London Smart Meters Dataset (with Missing Values). Version 3. Zenodo, 2020 [all versions] - [d22]Rakshitha Godahewa, Christoph Bergmeir, Geoff Webb, Rob J. Hyndman, Pablo Montero-Manso:
Kaggle Wikipedia Web Traffic Daily Dataset (without Missing Values). Version 3. Zenodo, 2020 [all versions] - [d21]Rakshitha Godahewa, Christoph Bergmeir, Geoff Webb, Rob J. Hyndman, Pablo Montero-Manso:
Kaggle Wikipedia Web Traffic Daily Dataset (with Missing Values). Version 3. Zenodo, 2020 [all versions] - [d20]Rakshitha Godahewa, Christoph Bergmeir, Geoff Webb, Rob J. Hyndman, Pablo Montero-Manso:
Tourism Quarterly Dataset. Version 3. Zenodo, 2020 [all versions] - [d19]Rakshitha Godahewa, Christoph Bergmeir, Geoff Webb, Rob J. Hyndman, Pablo Montero-Manso:
Tourism Monthly Dataset. Version 3. Zenodo, 2020 [all versions] - [d18]Rakshitha Godahewa, Christoph Bergmeir, Geoff Webb, Rob J. Hyndman, Pablo Montero-Manso:
Tourism Yearly Dataset. Version 3. Zenodo, 2020 [all versions] - [d17]Rakshitha Godahewa, Christoph Bergmeir, Geoff Webb, Rob J. Hyndman, Pablo Montero-Manso:
NN5 Daily Dataset (with Missing Values). Version 3. Zenodo, 2020 [all versions] - [d16]Rakshitha Godahewa, Christoph Bergmeir, Geoff Webb, Rob J. Hyndman, Pablo Montero-Manso:
NN5 Daily Dataset (without Missing Values). Version 3. Zenodo, 2020 [all versions] - [d15]Rakshitha Godahewa, Christoph Bergmeir, Geoff Webb, Rob J. Hyndman, Pablo Montero-Manso:
NN5 Weekly Dataset. Version 3. Zenodo, 2020 [all versions] - [d14]Rakshitha Godahewa, Christoph Bergmeir, Geoff Webb, Rob J. Hyndman, Pablo Montero-Manso:
Traffic Hourly Dataset. Version 3. Zenodo, 2020 [all versions] - [d13]Rakshitha Godahewa, Christoph Bergmeir, Geoff Webb, Rob J. Hyndman, Pablo Montero-Manso:
Traffic Weekly Dataset. Version 3. Zenodo, 2020 [all versions] - [d12]Rakshitha Godahewa, Christoph Bergmeir, Geoff Webb, Rob J. Hyndman, Pablo Montero-Manso:
Electricity Hourly Dataset. Version 3. Zenodo, 2020 [all versions] - [d11]Rakshitha Godahewa, Christoph Bergmeir, Geoff Webb, Rob J. Hyndman, Pablo Montero-Manso:
Electricity Weekly Dataset. Version 3. Zenodo, 2020 [all versions] - [d10]Rakshitha Godahewa, Christoph Bergmeir, Geoff Webb, Rob J. Hyndman, Pablo Montero-Manso:
Solar Dataset (10 Minutes Observations). Version 3. Zenodo, 2020 [all versions] - [d9]Rakshitha Godahewa, Christoph Bergmeir, Geoff Webb, Rob J. Hyndman, Pablo Montero-Manso:
Solar Weekly Dataset. Version 3. Zenodo, 2020 [all versions] - [d8]Rakshitha Godahewa, Christoph Bergmeir, Geoff Webb, Rob J. Hyndman, Pablo Montero-Manso:
M1 Quarterly Dataset. Version 3. Zenodo, 2020 [all versions] - [d7]Rakshitha Godahewa, Christoph Bergmeir, Geoff Webb, Rob J. Hyndman, Pablo Montero-Manso:
M1 Monthly Dataset. Version 3. Zenodo, 2020 [all versions] - [d6]Rakshitha Godahewa, Christoph Bergmeir, Geoffrey I. Webb, Pablo Montero-Manso:
FRED-MD Dataset. Version 1. Zenodo, 2020 [all versions] - [d5]Rakshitha Godahewa, Christoph Bergmeir, Geoff Webb, Pablo Montero-Manso:
Weather Dataset. Version 1. Zenodo, 2020 [all versions] - [d4]Rakshitha Godahewa, Christoph Bergmeir, Geoff Webb, Pablo Montero-Manso:
Dominick Dataset. Version 1. Zenodo, 2020 [all versions] - [d3]Rakshitha Godahewa, Christoph Bergmeir, Geoff Webb, Pablo Montero-Manso, Rob J. Hyndman:
Dominick Dataset. Version 2. Zenodo, 2020 [all versions] - [d2]Rakshitha Godahewa, Christoph Bergmeir, Geoff Webb, Pablo Montero-Manso, Rob J. Hyndman:
Weather Dataset. Version 2. Zenodo, 2020 [all versions] - [d1]Rakshitha Godahewa, Christoph Bergmeir, Geoff Webb, Pablo Montero-Manso, Rob J. Hyndman:
FRED-MD Dataset. Version 2. Zenodo, 2020 [all versions] - [i2]Pablo Montero-Manso, Rob J. Hyndman:
Principles and Algorithms for Forecasting Groups of Time Series: Locality and Globality. CoRR abs/2008.00444 (2020) - [i1]Rakshitha Godahewa, Christoph Bergmeir, Geoffrey I. Webb, Pablo Montero-Manso:
A Strong Baseline for Weekly Time Series Forecasting. CoRR abs/2010.08158 (2020)
2010 – 2019
- 2019
- [j2]Pablo Montero-Manso, Laura Morán-Fernández, Verónica Bolón-Canedo, José Antonio Vilar, Amparo Alonso-Betanzos:
Distributed classification based on distances between probability distributions in feature space. Inf. Sci. 496: 431-450 (2019) - [j1]Pablo Montero-Manso, José Antonio Vilar:
Two-sample homogeneity testing: A procedure based on comparing distributions of interpoint distances. Stat. Anal. Data Min. 12(3): 234-252 (2019)
Coauthor Index
[d67] [d66] [i6] [i5] [c1] [d65] [d64] [d63] [d62] [d61] [d60] [d59] [d58] [d57] [d56] [d55] [d54] [i4] [i3] [d53] [d52] [d51] [d50] [d49] [d48] [d47] [d46] [d45] [d44] [d43] [d42] [d41] [d40] [d39] [d38] [d37] [d36] [d35] [d34] [d33] [d32] [d31] [d30] [d29] [d28] [d27] [d26] [d25] [d24] [d23] [d22] [d21] [d20] [d19] [d18] [d17] [d16] [d15] [d14] [d13] [d12] [d11] [d10] [d9] [d8] [d7] [d6] [d5] [d4] [d3] [d2] [d1] [i1]
[d67] [d66] [i5] [c1] [d65] [d64] [d63] [d62] [d61] [d60] [d59] [d58] [d57] [d56] [d55] [d54] [i4] [d53] [d52] [d51] [d50] [d49] [d48] [d47] [d46] [d45] [d44] [d43] [d42] [d41] [d40] [d39] [d38] [d37] [d36] [d35] [d34] [d33] [d32] [d31] [d30] [d29] [d28] [d27] [d26] [d25] [d24] [d23] [d22] [d21] [d20] [d19] [d18] [d17] [d16] [d15] [d14] [d13] [d12] [d11] [d10] [d9] [d8] [d7] [d6] [d5] [d4] [d3] [d2] [d1] [i1]
[d67] [d66] [c1] [d65] [d64] [d63] [d62] [d61] [d60] [d59] [d58] [d57] [d56] [d55] [d54] [i4] [i3] [d53] [d52] [d51] [d50] [d49] [d48] [d47] [d46] [d45] [d44] [d43] [d42] [d41] [d40] [d39] [d38] [d37] [d36] [d35] [d34] [d33] [d32] [d31] [d30] [d29] [d28] [d27] [d26] [d25] [d24] [d23] [d22] [d21] [d20] [d19] [d18] [d17] [d16] [d15] [d14] [d13] [d12] [d11] [d10] [d9] [d8] [d7] [d3] [d2] [d1] [i2]
Geoffrey I. Webb
aka: Geoff Webb
aka: Geoff Webb
[d67] [d66] [c1] [d65] [d64] [d63] [d62] [d61] [d60] [d59] [d58] [d57] [d56] [d55] [d54] [i4] [d53] [d52] [d51] [d50] [d49] [d48] [d47] [d46] [d45] [d44] [d43] [d42] [d41] [d40] [d39] [d38] [d37] [d36] [d35] [d34] [d33] [d32] [d31] [d30] [d29] [d28] [d27] [d26] [d25] [d24] [d23] [d22] [d21] [d20] [d19] [d18] [d17] [d16] [d15] [d14] [d13] [d12] [d11] [d10] [d9] [d8] [d7] [d6] [d5] [d4] [d3] [d2] [d1] [i1]
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