Mauricio A. Álvarez

2.5k total citations
80 papers, 1.3k citations indexed

About

Mauricio A. Álvarez is a scholar working on Artificial Intelligence, Cognitive Neuroscience and Neurology. According to data from OpenAlex, Mauricio A. Álvarez has authored 80 papers receiving a total of 1.3k indexed citations (citations by other indexed papers that have themselves been cited), including 22 papers in Artificial Intelligence, 15 papers in Cognitive Neuroscience and 12 papers in Neurology. Recurrent topics in Mauricio A. Álvarez's work include Gaussian Processes and Bayesian Inference (15 papers), EEG and Brain-Computer Interfaces (11 papers) and Neurological disorders and treatments (11 papers). Mauricio A. Álvarez is often cited by papers focused on Gaussian Processes and Bayesian Inference (15 papers), EEG and Brain-Computer Interfaces (11 papers) and Neurological disorders and treatments (11 papers). Mauricio A. Álvarez collaborates with scholars based in Colombia, United Kingdom and Spain. Mauricio A. Álvarez's co-authors include Neil D. Lawrence, Álvaro A. Orozco, Lorenzo Rosasco, David Luengo, Eduardo Giraldo, Michalis K. Titsias, Mateo Valero, Federico Escobar, Sergio Córdoba‐Córdoba and A. Ramirez and has published in prestigious journals such as SHILAP Revista de lepidopterología, IEEE Transactions on Pattern Analysis and Machine Intelligence and Scientific Reports.

In The Last Decade

Mauricio A. Álvarez

74 papers receiving 1.2k citations

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name h Career Trend Papers Cites
Mauricio A. Álvarez Colombia 15 471 215 178 155 136 80 1.3k
Jouko Lampinen Finland 17 559 1.2× 116 0.5× 122 0.7× 466 3.0× 250 1.8× 46 1.7k
Pascal Lamblin Canada 7 831 1.8× 154 0.7× 81 0.5× 125 0.8× 742 5.5× 9 1.9k
Derek Rose United States 12 635 1.3× 161 0.7× 100 0.6× 88 0.6× 442 3.3× 29 1.6k
Aimin Jiang China 21 200 0.4× 331 1.5× 254 1.4× 454 2.9× 366 2.7× 128 1.7k
Xuemin Chi China 7 638 1.4× 226 1.1× 92 0.5× 146 0.9× 551 4.1× 14 1.8k
Kandarpa Kumar Sarma India 18 365 0.8× 311 1.4× 86 0.5× 72 0.5× 255 1.9× 269 1.5k
Manel Martínez‐Ramón United States 25 599 1.3× 508 2.4× 245 1.4× 190 1.2× 242 1.8× 105 2.1k
Micael S. Couceiro Portugal 28 563 1.2× 211 1.0× 403 2.3× 75 0.5× 849 6.2× 157 2.9k
Frédéric Maire Australia 17 349 0.7× 95 0.4× 64 0.4× 120 0.8× 331 2.4× 83 1.2k
Brian C. Van Essen United States 6 340 0.7× 144 0.7× 62 0.3× 76 0.5× 283 2.1× 10 1.2k

Countries citing papers authored by Mauricio A. Álvarez

Since Specialization
Citations

This map shows the geographic impact of Mauricio A. Álvarez's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Mauricio A. Álvarez with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Mauricio A. Álvarez more than expected).

Fields of papers citing papers by Mauricio A. Álvarez

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Mauricio A. Álvarez. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Mauricio A. Álvarez. The network helps show where Mauricio A. Álvarez may publish in the future.

Co-authorship network of co-authors of Mauricio A. Álvarez

This figure shows the co-authorship network connecting the top 25 collaborators of Mauricio A. Álvarez. A scholar is included among the top collaborators of Mauricio A. Álvarez based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Mauricio A. Álvarez. Mauricio A. Álvarez is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
1.
Damoulas, Theodoros, et al.. (2020). Multi-task causal learning with Gaussian processes. White Rose Research Online (University of Leeds, The University of Sheffield, University of York). 33. 6293–6304. 1 indexed citations
2.
Artés-Rodrı́guez, Antonio, et al.. (2018). Heterogeneous multi-output Gaussian process prediction. White Rose Research Online (University of Leeds, The University of Sheffield, University of York). 31. 6711–6720. 8 indexed citations
3.
Álvarez, Mauricio A., et al.. (2018). Differentially private regression with Gaussian processes. White Rose Research Online (University of Leeds, The University of Sheffield, University of York). 84. 1195–1203. 8 indexed citations
4.
Dai, Zhenwen, Mauricio A. Álvarez, & Neil D. Lawrence. (2017). Efficient Modeling of Latent Information in Supervised Learning using Gaussian Processes. neural information processing systems. 30. 5131–5139. 5 indexed citations
5.
Álvarez, Mauricio A., et al.. (2016). Estimación de la propagación eléctrica cerebral generada por la DBS en pacientes con enfermedad de Parkinson de la región sur-occidente de Colombia. LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas). 34(1). 116–138. 1 indexed citations
6.
Álvarez, Mauricio A., et al.. (2014). CALIBRACIÓN DE LOS PARÁMETROS DE UN MODELO DE HORNO DE ARCO ELÉCTRICO EMPLEANDO SIMULACIÓN Y REDES NEURONALES. Revista EIA. 11(22). 39–50. 1 indexed citations
7.
Álvarez, Mauricio A., et al.. (2012). Parameter Estimation for an Electric Arc Furnace Model Using Maximum Likelihood. SHILAP Revista de lepidopterología.
8.
Carmona, Humberto A., et al.. (2012). NEUROZONE: On-line recognition of brain structures in stereotactic surgery - application to Parkinson's disease. PubMed. 2012. 2219–2222. 9 indexed citations
9.
Álvarez, Mauricio A. & Neil D. Lawrence. (2011). Computationally Efficient Convolved Multiple Output Gaussian Processes. Journal of Machine Learning Research. 12(41). 1459–1500. 145 indexed citations
10.
Álvarez, Mauricio A., David Luengo, Michalis K. Titsias, & Neil D. Lawrence. (2010). Efficient Multioutput Gaussian Processes through Variational Inducing Kernels. International Conference on Artificial Intelligence and Statistics. 25–32. 47 indexed citations
11.
Álvarez, Mauricio A., Alex Ramírez, Mateo Valero, et al.. (2009). Performance evaluation of macroblock-level parallelization of H.264 decoding on a cc-NUMA multiprocessor architecture. Repositorio Institucional UN - Biblioteca Digital. 6(1). 219–228. 7 indexed citations
12.
Álvarez, Mauricio A., David Luengo, & Neil D. Lawrence. (2009). Latent Force Models. International Conference on Artificial Intelligence and Statistics. 9–16. 52 indexed citations
13.
Álvarez, Mauricio A. & Neil D. Lawrence. (2008). Sparse Convolved Gaussian Processes for Multi-output Regression. Neural Information Processing Systems. 21. 57–64. 94 indexed citations
14.
Álvarez, Mauricio A. & Ricardo Henao. (2007). Modelos ocultos de Markov en espacios de disimilaridad: Alternativas para la selección de prototipos. Revistas Universidad Technologica de Pereira (Universidad Technologica de Pereira). 1(35). 61–66. 1 indexed citations
15.
Álvarez, Mauricio A., et al.. (2007). Clasificación de eventos sísmicos empleando procesos gaussianos. Scientia et technica (Universidad Tecnológica de Pereira). 1(35). 145–150. 1 indexed citations
16.
Álvarez, Mauricio A., et al.. (2006). Kernel Principal Component Analysis through Time for Voice Disorder Classification. PubMed. 2006. 5511–5514. 6 indexed citations
17.
Álvarez, Mauricio A. & Ricardo Henao. (2006). COMBINACIÓN DE PPCA Y HMM PARA LA IDENTIFICACIÓN DE INFARTO AGUDO DE MIOCARDIO. Scientia et technica. 3(32). 139–144.
18.
Álvarez, Mauricio A., et al.. (2006). ANÁLISIS DE PROXIMIDAD DE MODELOS OCULTOS DE MARKOV PARA LA IDENTIFICACIÓN DE FUENTES DE ESPIGAS. Scientia et technica (Universidad Tecnológica de Pereira). 2(31). 13–18. 1 indexed citations
19.
Álvarez, Mauricio A., et al.. (2004). Manual de métodos para el desarrollo de inventarios de biodiversidad. SIE (Muisca Goddess of Water) (University of Cundinamarca). 70 indexed citations
20.
Pérez-Meana, Héctor, et al.. (1995). A Variable Step Size (VSS-CC) NLMS Algorithm. IEICE Transactions on Fundamentals of Electronics Communications and Computer Sciences. 78(8). 1004–1009. 4 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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