Billy Peralta
Orcid: 0000-0002-5457-2157
According to our database1,
Billy Peralta
authored at least 42 papers
between 2011 and 2024.
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Bibliography
2024
ConvLSTM Neural Network based on Hexagonal Inputs for Spatio-Temporal Forecasting of Traffic Velocities.
Proceedings of the 3rd International Workshop on Spatio-Temporal Reasoning and Learning (STRL 2024) co-located with the 33rd International Joint Conference on Artificial Intelligence (IJCAI 2024), 2024
Graph-Based Neural Networks for Public Transport Speed Prediction in Santiago, Chile.
Proceedings of the 43rd International Conference of the Chilean Computer Science Society, 2024
Toward Automatic Vehicle Classification for Toll Booths on Chilean Interurban Highways.
Proceedings of the 43rd International Conference of the Chilean Computer Science Society, 2024
Causal Analysis of Failure in a First-Year Course at a Chilean University Based on Programming Support Guides.
Proceedings of the L Latin American Computer Conference, 2024
Self-Supervised Learning Applied to Variable Star Semi-Supervised Classification Using LSTM and GRU Networks.
Proceedings of the L Latin American Computer Conference, 2024
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2024
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2024
2023
Sensors, February, 2023
The Use of Internet Technology to Mitigate Conflict between Mapuche and Non-Mapuche Students in a University Context.
Proceedings of the 14th International Conference on Information, 2023
Proceedings of the 9th International Conference on Systems and Informatics, 2023
2022
IEEE Access, 2022
Prediction of Bedform Geometry with Neural Networks Using a Stratified Cross-Validation Approach.
Proceedings of the 41st International Conference of the Chilean Computer Science Society, 2022
Automatic classification of Customer Complaints in a Chilean Company Using DialogFlow.
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.
Inf., 2021
Co-Training for Visual Object Recognition Based on Self-Supervised Models Using a Cross-Entropy Regularization.
Entropy, 2021
Marketing improvement in a Chilean Retail Company using Uplift Modeling with neural networks.
Proceedings of the 40th International Conference of the Chilean Computer Science Society, 2021
2020
IEEE Access, 2020
Predicting cardiovascular disease by combining optimal feature selection methods with machine learning.
Proceedings of the 39th International Conference of the Chilean Computer Science Society, 2020
Proceedings of the 39th International Conference of the Chilean Computer Science Society, 2020
Proceedings of the 39th International Conference of the Chilean Computer Science Society, 2020
2019
Entropy, 2019
Outlier Detection on Vehicle Trajectories in Santiago, Chile using Unsupervised Deep Learning.
Proceedings of the 38th International Conference of the Chilean Computer Science Society, 2019
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.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2019
2018
Proceedings of the 37th International Conference of the Chilean Computer Science Society, 2018
2017
Proceedings of the 36th International Conference of the Chilean Computer Science Society, 2017
Proceedings of the 2017 XLIII Latin American Computer Conference, 2017
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2017
2016
Pattern Recognit. Lett., 2016
J. Adv. Comput. Intell. Intell. Informatics, 2016
Proceedings of the 35th International Conference of the Chilean Computer Science Society, 2016
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.
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.
Proceedings of the Ambient Intelligence for Health - First International Conference, 2015
2014
Multi-target Tracking with Sparse Group Features and Position Using Discrete-Continuous Optimization.
Proceedings of the Computer Vision - ACCV 2014 Workshops, 2014
2013
2012
Adaptive hierarchical contexts for object recognition with conditional mixture of trees.
Proceedings of the British Machine Vision Conference, 2012
2011
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2011