• 42 Citations
  • 3 h-Index
20112019
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Fingerprint Dive into the research topics where BILLY MARK PERALTA MARQUEZ is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

Object recognition Engineering & Materials Science
Feature extraction Engineering & Materials Science
Labels Engineering & Materials Science
Computer vision Engineering & Materials Science
Mixture of Experts Mathematics
Learning systems Engineering & Materials Science
Multi-target Tracking Mathematics
Data Association Mathematics

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Research Output 2011 2019

  • 42 Citations
  • 3 h-Index
  • 10 Conference contribution
  • 5 Article
  • 1 Paper

A proposal of adaptive probabilistic model of context applied to visual recognition

Peralta, B., Vergaray, N. & Caro, L., 2 May 2019, 2018 37th International Conference of the Chilean Computer Science Society, SCCC 2018. IEEE Computer Society, 8705163. (Proceedings - International Conference of the Chilean Computer Science Society, SCCC; vol. 2018-November).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Bayesian networks
Newton-Raphson method
Automation
Statistical Models
Testing

Mixture of experts with entropic regularization for data classification

Peralta, B., Saavedra, A., Caro, L. & Soto, A., 1 Feb 2019, In : Entropy. 21, 2, 190.

Research output: Contribution to journalArticle

Open Access
weather forecasting
classifiers
recommendations
education
entropy

Distributed mixture-of-experts for Big Data using PETUUM framework

Peralta, B., Parra, L., Herrera, O. & Caro, L., 5 Jul 2018, 2017 36th International Conference of the Chilean Computer Science Society, SCCC 2017. IEEE Computer Society, Vol. 2017-October. p. 1-7 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Learning algorithms
Learning systems
Decision making
Big data
Data storage equipment

Unsupervised local regressive attributes for pedestrian re-identification

Peralta, B., Caro, L. & Soto, A., 1 Jan 2018, Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications - 22nd Iberoamerican Congress, CIARP 2017, Proceedings. Velastin, S. & Mendoza, M. (eds.). Springer Verlag, p. 517-524 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10657 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Computer vision
Semantics
Attribute
Binary Variables
Feature Space

A proposal for mixture of experts with entropic regularization

Peralta, B., Saavedra, A. & Caro, L., 18 Dec 2017, 2017 43rd Latin American Computer Conference, CLEI 2017. Santos, R. & Monteverde, H. (eds.). Institute of Electrical and Electronics Engineers Inc., Vol. 2017-January. p. 1-9 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

expert
Intrusion detection
Face recognition
Pattern recognition
Feature extraction