LUIS ALBERTO CARO

Alberto Caro

Áreas de Interés

Robótica Educativa, Sistemas Inteligentes, Internet de las Cosas + SmartCity.

Disponibilidad

  • Lunes – Viernes: 9:00 – 15:00

Luis Alberto Caro

Dr.(c). en Ciencias de la Ingeniería, área Ciencia de la Computación.

Ingeniero Civil Informático

Áreas Generales de Investigación

  • Robótica Educativa
  • Sistemas Inteligentes
  • Internet de las Cosas + SmartCity
Áreas de Docencia
  • Programación II.
  • Programación Integración de Sistemas.
  • Arquitectura de Hardware.
  • Micro Controladores.
  • Interfaces Gráficas.

Otros Antecedentes

  • Director del Centro de Desarrollo de Software y Tecnología – CEDEST.
  • Docente del plan especial de ingeniería informática para técnicos.
  • Profesor programa de Magister de Matemáticas de Universidad
    Católica de Temuco.
  • Expositor permanente de Casa Abierta y vínculo con colegios y liceos de la zona.
  • Coordinador responsable evento OCI-2018

Publicaciones

  • Billy Peralta, Luis Alberto Caro , Alvaro Soto – Unsupervised Local Regressive Attributes for Pedestrian Re-Identification.
  • Billy Peralta, Ariel Saavedra, Luis Alberto Caro – A proposal for mixture of experts with entropic regularization.
  • Billy Peralta, Luis Alberto Caro – Improved Object Recognition with Decision Trees Using Subspace Clustering.
  • Billy Peralta, Luis Alberto Caro, Alvaro Soto – A proposal for supervised clustering with Dirichlet Process using labels.
  • Billy Peralta, L. Parra, Luis Alberto Caro – Evaluation of stacked auto-encoders for pedestrian detection.
  • Billy Peralta, T. Poblete, Luis Alberto Caro – Automatic feature selection for desertion and graduation prediction: A Chilean case.
  • Luis Alberto Caro, Camilo Silva, Billy Peralta, Oriel A. Herrera, Sergio Barrientos – Real-Time Recognition of Arm motion Using Artificial Neural Network Multi-perceptron with Arduino One MicroController and EKG/EMG Shield Sensor.
  • Luis Alberto Caro, Javier Correa, Pablo Espinace, Daniel Langdon, Daniel Maturana, Rubén Mitnik, Sebastian Montabone, Stefan Pszczólkowski, Anita Araneda, Domingo Mery, Miguel Torres, Alvaro Soto – Indoor Mobile Robotic at Grima, PUC.

2023

Peralta, Billy; Soria, Richard; Nicolis, Orietta; Ruggeri, Fabrizio; Caro, Luis; Bronfman, Andrés

Outlier Vehicle Trajectory Detection Using Deep Autoencoders in Santiago, Chile Artículo de revista

En: Sensors, vol. 23, no 3, 2023, (Cited by: 1; All Open Access, Gold Open Access, Green Open Access).

Enlaces | Etiquetas:

Peralta, Billy; Lopez, Miguel; Ruiz, Josue; Nicolis, Orietta; Caro, Luis

Uplift Modelling Applied to a Chilean Retail Company with Siamese Neural Networks Conferencia

2023, (Cited by: 0).

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2022

Peralta, Billy; Sepúlveda, Tomás; Nicolis, Orietta; Caro, Luis

Space-Time Prediction of PM2.5 Concentrations in Santiago de Chile Using LSTM Networks Artículo de revista

En: Applied Sciences (Switzerland), vol. 12, no 22, 2022, (Cited by: 6; All Open Access, Gold Open Access).

Enlaces | Etiquetas:

Reyes, Ricardo; Peralta, Billy; Nicolis, Orietta; Caro, Luis

A Proposal for Deep Online Facial Verification using Selfies and Id document Conferencia

2022, (Cited by: 0).

Enlaces | Etiquetas:

Guerrero, Luis; Peralta, Billy; Nicolis, Orietta; Caro, Luis

Automatic classification of Customer Complaints in a Chilean Company Using DialogFlow Conferencia

vol. 2022-November, 2022, (Cited by: 0).

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2021

Martinez, Jose; Nicolis, Orietta; Caro, Luis; Peralta, Billy

A Proposal for the Deep Unsupervised Identification of Relevant Areas in X-Rays for Covid Detection Conferencia

2021, (Cited by: 0).

Enlaces | Etiquetas:

Díaz, Gabriel; Peralta, Billy; Caro, Luis; Nicolis, Orietta

Co-training for visual object recognition based on self-supervised models using a cross-entropy regularization Artículo de revista

En: Entropy, vol. 23, no 4, 2021, (Cited by: 7; All Open Access, Gold Open Access, Green Open Access).

Enlaces | Etiquetas:

Lopez, Miguel; Ruiz, Josue; Caro, Luis; Nicolis, Orietta; Peralta, Billy

Marketing improvement in a Chilean Retail Company using Uplift Modeling with neural networks Conferencia

vol. 2021-November, 2021, (Cited by: 1).

Enlaces | Etiquetas:

2020

Caro, Luis; Villablanca, Emilio; Peralta, Billy

A Virtual Reality Application using Hand Motion Tracking with Leap Motion Sensor Conferencia

vol. 2020-November, 2020, (Cited by: 2).

Enlaces | Etiquetas:

Peralta, Billy; Reyes, Juan; Caro, Luis; Pieringer, Christian

Correction to: A Proposal of Neural Networks with Intermediate Outputs (Pattern Recognition and Image Analysis, LNCS 11867, https://doi.org/10.1007/978-3-030-31332-6_18) Artículo de revista

En: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 11867 LNCS, pp. C1, 2020, (Cited by: 0; All Open Access, Bronze Open Access).

Enlaces | Etiquetas:

Peralta, B. M.; Soria, R.; Berres, S.; Caro, L.; Mellado, A.; Schiappacasse, N.

Detection of Anomalous Pollution Sensors Using Deep Learning Strategies Conferencia

vol. 503, no 1, 2020, (Cited by: 1; All Open Access, Gold Open Access).

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2019

Peralta, Billy; Saavedra, Ariel; Caro, Luis; Soto, Alvaro

Mixture of experts with entropic regularization for data classification Artículo de revista

En: Entropy, vol. 21, no 2, 2019, (Cited by: 3; All Open Access, Gold Open Access, Green Open Access).

Enlaces | Etiquetas:

Peralta, Billy; Tirapegui, Victor; Pieringer, Christian; Caro, Luis

A Simple Proposal for Sentiment Analysis on Movies Reviews with Hidden Markov Models Artículo de revista

En: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 11896 LNCS, pp. 152 – 162, 2019, (Cited by: 1).

Enlaces | Etiquetas:

Peralta, Billy; Reyes, Juan; Caro, Luis; Pieringer, Christian

A Proposal of Neural Networks with Intermediate Outputs Artículo de revista

En: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 11867 LNCS, pp. 206 – 215, 2019, (Cited by: 0).

Enlaces | Etiquetas:

Soria, Richard; Caro, Luis; Peralta, Billy

Outlier Detection on Vehicle Trajectories in Santiago, Chile using Unsupervised Deep Learning Conferencia

vol. 2019-November, 2019, (Cited by: 0).

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2018

Peralta, Billy; Vergaray, Norman; Caro, Luis

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

vol. 2018-November, 2018, (Cited by: 0).

Enlaces | Etiquetas:

Peralta, Billy; Caro, Luis; Soto, Alvaro

Unsupervised local regressive attributes for pedestrian re-identification Artículo de revista

En: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 10657 LNCS, pp. 517 – 524, 2018, (Cited by: 0).

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2017

Peralta, Billy; Parra, Luis; Herrera, Oriel; Caro, Luis

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

vol. 2017-October, 2017, (Cited by: 0).

Enlaces | Etiquetas:

Peralta, Billy; Saavedra, Ariel; Caro, Luis

A proposal for mixture of experts with entropic regularization Conferencia

vol. 2017-January, 2017, (Cited by: 1).

Enlaces | Etiquetas:

2016

Peralta, B.; Parra, L.; Caro, L.

Evaluation of stacked autoencoders for pedestrian detection Conferencia

2016, (Cited by: 0).

Enlaces | Etiquetas:

Peralta, Billy; Caro, Luis Alberto

Improved object recognition with decision trees using subspace clustering Artículo de revista

En: Journal of Advanced Computational Intelligence and Intelligent Informatics, vol. 20, no 1, pp. 41 – 48, 2016, (Cited by: 2; All Open Access, Gold Open Access).

Enlaces | Etiquetas:

Peralta, B.; Poblete, T.; Caro, L.

Automatic feature selection for desertion and graduation prediction: A chilean case Conferencia

2016, (Cited by: 7).

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2015

Caro, Luis A.; Silva, Camilo; Peralta, Billy; Herrera, Oriel A.; Barrientos, Sergio

Real-time recognition of arm motion using artificial neural network multi-perceptron with arduino one microcontroller and EKG/EMG shield sensor Artículo de revista

En: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 9456, pp. 3 – 14, 2015, (Cited by: 1).

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2012

Caro, Luis; Correa, Javier; Espinace, Pablo; Langdon, Daniel; Maturana, Daniel; Mitnik, Ruben; Montabone, Sebastian; Pszczółkowski, Stefan; Araneda, Anita; Mery, Domingo; Torres, Miguel; Soto, Alvaro

Indoor mobile robotics at Grima, PUC Artículo de revista

En: Journal of Intelligent and Robotic Systems: Theory and Applications, vol. 66, no 1-2, pp. 151 – 165, 2012, (Cited by: 1).

Enlaces | Etiquetas:

Sanmiguel, J. C.; Caro, L.; Martinez, J. M.

Pixel-based colour contrast for abandoned and stolen object discrimination in video surveillance Artículo de revista

En: Electronics Letters, vol. 48, no 2, pp. 86 – 87, 2012, (Cited by: 12; All Open Access, Green Open Access).

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