Billy Peralta

Expert Syst. Appl., April, 2023

Outlier Vehicle Trajectory Detection Using Deep Autoencoders in Santiago, Chile.

[BibT_eX]

[DOI]

Sensors, February, 2023

The Use of Internet Technology to Mitigate Conflict between Mapuche and Non-Mapuche Students in a University Context.

[BibT_eX]

[DOI]

Marcos A. Lévano

Proceedings of the 14th International Conference on Information, 2023

A Portfolio Competency Assessment Approach: Case Study, an Engineering Degree.

[BibT_eX]

[DOI]

Marcos A. Lévano

Juan Cid

Proceedings of the 9th International Conference on Systems and Informatics, 2023

2022

Spatio-Temporal Seismicity Prediction in Chile Using a Multi-Column ConvLSTM.

[BibT_eX]

[DOI]

Alex González Fuentes

Marcello Chiodi

IEEE Access, 2022

Prediction of Bedform Geometry with Neural Networks Using a Stratified Cross-Validation Approach.

[BibT_eX]

[DOI]

Juan Pablo Toro Labbé

Eduardo Plaza Alvarado

Patricio Moreno Casas

Proceedings of the 41st International Conference of the Chilean Computer Science Society, 2022

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

[BibT_eX]

[DOI]

Proceedings of the 41st International Conference of the Chilean Computer Science Society, 2022

2021

Coming to Grips with Age Prediction on Imbalanced Multimodal Community Question Answering Data.

[BibT_eX]

[DOI]

Alejandro Figueroa

Mauricio Rodríguez Segura

Inf., 2021

Co-Training for Visual Object Recognition Based on Self-Supervised Models Using a Cross-Entropy Regularization.

[BibT_eX]

[DOI]

Entropy, 2021

Gender Identification From Community Question Answering Avatars.

[BibT_eX]

[DOI]

IEEE Access, 2021

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

[BibT_eX]

[DOI]

Proceedings of the 40th International Conference of the Chilean Computer Science Society, 2021

2020

Spatio-Temporal Prediction of Baltimore Crime Events Using CLSTM Neural Networks.

[BibT_eX]

[DOI]

IEEE Access, 2020

Predicting cardiovascular disease by combining optimal feature selection methods with machine learning.

[BibT_eX]

[DOI]

Billy Peralta Márquez

Juan Carrillo Azócar

Proceedings of the 39th International Conference of the Chilean Computer Science Society, 2020

Predicting Motor Vehicle Theft in Santiago de Chile using Graph-Convolutional LSTM.

[BibT_eX]

[DOI]

Nicolás Esquivel

Billy Peralta Márquez

Proceedings of the 39th International Conference of the Chilean Computer Science Society, 2020

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

[BibT_eX]

[DOI]

Emilio Villablanca

Proceedings of the 39th International Conference of the Chilean Computer Science Society, 2020

2019

Mixture of Experts with Entropic Regularization for Data Classification.

[BibT_eX]

[DOI]

Entropy, 2019

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

[BibT_eX]

[DOI]

Richard Soria

Proceedings of the 38th International Conference of the Chilean Computer Science Society, 2019

A Proposal of Neural Networks with Intermediate Outputs.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Image Analysis - 9th Iberian Conference, 2019

A Simple Proposal for Sentiment Analysis on Movies Reviews with Hidden Markov Models.

[BibT_eX]

[DOI]

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2019

2018

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

[BibT_eX]

[DOI]

Norman Vergaray

Proceedings of the 37th International Conference of the Chilean Computer Science Society, 2018

2017

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

[BibT_eX]

[DOI]

Proceedings of the 36th International Conference of the Chilean Computer Science Society, 2017

A proposal for mixture of experts with entropic regularization.

[BibT_eX]

[DOI]

Ariel Saavedra

Proceedings of the 2017 XLIII Latin American Computer Conference, 2017

Unsupervised Local Regressive Attributes for Pedestrian Re-identification.

[BibT_eX]

[DOI]

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2017

2016

A proposal for supervised clustering with Dirichlet Process using labels.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2016

Improved Object Recognition with Decision Trees Using Subspace Clustering.

[BibT_eX]

[DOI]

J. Adv. Comput. Intell. Intell. Informatics, 2016

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

[BibT_eX]

[DOI]

T. Poblete

Proceedings of the 35th International Conference of the Chilean Computer Science Society, 2016

Evaluation of stacked autoencoders for pedestrian detection.

[BibT_eX]

[DOI]

Luis Parra

Proceedings of the 35th International Conference of the Chilean Computer Science Society, 2016

2015

Visual Recognition to Access and Analyze People Density and Flow Patterns in Indoor Environments.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE Winter Conference on Applications of Computer Vision, 2015

Real-Time Recognition of Arm Motion Using Artificial Neural Network Multi-perceptron with Arduino One MicroController and EKG/EMG Shield Sensor.

[BibT_eX]

[DOI]

Proceedings of the Ambient Intelligence for Health - First International Conference, 2015

2014

Embedded local feature selection within mixture of experts.

[BibT_eX]

[DOI]

Inf. Sci., 2014

Simultaneous Feature and Expert Selection within Mixture of Experts.

[BibT_eX]

[DOI]

CoRR, 2014

Multi-target Tracking with Sparse Group Features and Position Using Discrete-Continuous Optimization.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ACCV 2014 Workshops, 2014

2013

Enhancing K-Means using class labels.

[BibT_eX]

[DOI]

Pablo Espinace

Intell. Data Anal., 2013

2012

Adaptive hierarchical contexts for object recognition with conditional mixture of trees.

[BibT_eX]

[DOI]

Pablo Espinace

Proceedings of the British Machine Vision Conference, 2012

2011

Mixing Hierarchical Contexts for Object Recognition.

[BibT_eX]

[DOI]