Concepedia

Mauricio A. Álvarez

MA

30

Publications

1.5K

Citations

18

H-Index

2006

Active since

Affiliations

Technological University of Pereira(Current)

University of Sheffield

Universitat Politècnica de Catalunya

Universidad Politécnica de Madrid

University of Quindío

Mauricio A. Álvarez is an author at Technological University of Pereira specializing in engineering, data science, and machine learning.

Top concepts

EngineeringData ScienceMachine LearningComputer SciencePattern RecognitionStatisticsFunctional Data AnalysisNeuroimagingSocial SciencesStatistical Inference

Publications per year

2006–2023

30

Publications

30

Computationally Efficient Convolved Multiple Output Gaussian Processes

Mauricio A. Álvarez, Neil D. Lawrence · Journal of Machine Learning Research · 2011 · 236 citations

Computational Science, Convolution Transform, Conditional Independencies +15

Sparse Convolved Gaussian Processes for Multi-output Regression

Mauricio A. Álvarez, Neil D. Lawrence · 2008 · 175 citations

Short-term wind speed prediction based on robust Kalman filtering: An experimental comparison

Carlos D. Zuluaga, Mauricio A. Álvarez, Eduardo Giraldo · Applied Energy · 2015 · 169 citations

Meteorology, Numerical Weather Prediction, Engineering +11

Linear Latent Force Models Using Gaussian Processes

Mauricio A. Álvarez, David Luengo, Neil D. Lawrence · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2013 · 136 citations · Full text

Artificial Intelligence, Latent Modeling, Engineering +15

Latent Force Models

Mauricio A. Álvarez, David Luengo, Neil D. Lawrence · 2009 · 117 citations

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