Billy Peralta - RankMe

43 papers A 2C 7Journal 14Unranked 20

Year	Rank	Type	Title / Venue / Authors
2025	C	`conf`	Explainable COVID-19 Classification Via Variational Autoencoder-Guided Patch Occlusion. CLEI Rodrigo Bayuk, Joel Manquel, Orietta Nicolis, Luis Caro, Billy Peralta
2025	J	`jnl`	Integrating spatio-temporal density-based clustering and neural networks for earthquake classification. Expert Syst. Appl. Luis Delgado, Billy Peralta, Orietta Nicolis, Mailiu Díaz
2025	—	`conf`	Multimodal Spatio-Temporal Vehicle Speed Prediction Using Hexagonal Grids in Santiago, Chile. STRL@IJCAI Diego Silva, Billy Peralta, Orietta Nicolis, Andrés Bronfman, Luis Caro, Hans Lobel
2024	—	`conf`	A Proposal for Explainable Fruit Quality Recognition Using Multimodal Models. CIARP (1) Felipe Nuñez, Billy Peralta, Orietta Nicolis, Luis Caro, Marco Mora
2024	C	`conf`	Causal Analysis of Failure in a First-Year Course at a Chilean University Based on Programming Support Guides. CLEI Gaston Sepulveda, Billy Peralta, Pablo Schwarzenberg, Marcos A. Lévano
2024	—	`conf`	ConvLSTM Neural Network based on Hexagonal Inputs for Spatio-Temporal Forecasting of Traffic Velocities. STRL@IJCAI Francisco Bahamondes, Billy Peralta, Orietta Nicolis, Andrés Bronfman, Alvaro Soto
2024	—	`conf`	Graph-Based Neural Networks for Public Transport Speed Prediction in Santiago, Chile. SCCC Daniel Müller, Billy Peralta, Orietta Nicolis
2024	—	`conf`	Mixture of LSTM Experts for Sales Prediction with Diverse Features. CIARP (2) Matías Soto, Felipe Cortés, Tímar Contreras, Billy Peralta
2024	C	`conf`	Self-Supervised Learning Applied to Variable Star Semi-Supervised Classification Using LSTM and GRU Networks. CLEI Roberto Merino, Pablo Jara, Billy Peralta, Orietta Nicolis, Hans Lobel, Luis Caro
2024	—	`conf`	Toward Automatic Vehicle Classification for Toll Booths on Chilean Interurban Highways. SCCC Victor Flores, Raúl Luengo, Carlos Hernández Ulloa, Billy Peralta
2023	—	`conf`	A Portfolio Competency Assessment Approach: Case Study, an Engineering Degree. ICSAI Marcos A. Lévano, Billy Peralta, Juan Cid
2023	J	`jnl`	Gender screening on question-answering communities. Expert Syst. Appl. Alejandro Figueroa, Billy Peralta, Orietta Nicolis
2023	J	`jnl`	Outlier Vehicle Trajectory Detection Using Deep Autoencoders in Santiago, Chile. Sensors Billy Peralta, Richard Soria, Orietta Nicolis, Fabrizio Ruggeri, Luis Caro, Andrés Bronfman
2023	—	`conf`	The Use of Internet Technology to Mitigate Conflict between Mapuche and Non-Mapuche Students in a University Context. IISA Marcos A. Lévano, Billy Peralta
2022	—	`conf`	Automatic classification of Customer Complaints in a Chilean Company Using DialogFlow. SCCC Luis Guerrero, Billy Peralta, Orietta Nicolis, Luis Alberto Caro
2022	—	`conf`	Prediction of Bedform Geometry with Neural Networks Using a Stratified Cross-Validation Approach. SCCC Juan Pablo Toro Labbé, Eduardo Plaza Alvarado, Billy Peralta, Patricio Moreno Casas
2022	J	`jnl`	Spatio-Temporal Seismicity Prediction in Chile Using a Multi-Column ConvLSTM. IEEE Access Alex González Fuentes, Orietta Nicolis, Billy Peralta, Marcello Chiodi
2021	J	`jnl`	Co-Training for Visual Object Recognition Based on Self-Supervised Models Using a Cross-Entropy Regularization. Entropy Gabriel Díaz, Billy Peralta, Luis Alberto Caro, Orietta Nicolis
2021	J	`jnl`	Coming to Grips with Age Prediction on Imbalanced Multimodal Community Question Answering Data. Inf. Alejandro Figueroa, Billy Peralta, Orietta Nicolis
2021	J	`jnl`	Gender Identification From Community Question Answering Avatars. IEEE Access Billy Peralta, Alejandro Figueroa, Orietta Nicolis, Álvaro Trewhela
2021	—	`conf`	Marketing improvement in a Chilean Retail Company using Uplift Modeling with neural networks. SCCC Miguel López, Josué Ruiz, Luis Alberto Caro, Orietta Nicolis, Billy Peralta
2020	—	`conf`	A Virtual Reality Application using Hand Motion Tracking with Leap Motion Sensor. SCCC Luis Alberto Caro, Emilio Villablanca, Billy Peralta
2020	J	`jnl`	Spatio-Temporal Prediction of Baltimore Crime Events Using CLSTM Neural Networks. IEEE Access Nicolás Esquivel, Orietta Nicolis, Billy Peralta, Jorge Mateu
2019	—	`conf`	A Proposal of Neural Networks with Intermediate Outputs. IbPRIA (1) Billy Peralta, Juan Reyes, Luis Alberto Caro, Christian Pieringer
2019	C	`conf`	A Simple Proposal for Sentiment Analysis on Movies Reviews with Hidden Markov Models. CIARP Billy Peralta, Victor Tirapegui, Christian Pieringer, Luis Alberto Caro
2019	J	`jnl`	Mixture of Experts with Entropic Regularization for Data Classification. Entropy Billy Peralta, Ariel Saavedra, Luis Alberto Caro, Alvaro Soto
2019	—	`conf`	Outlier Detection on Vehicle Trajectories in Santiago, Chile using Unsupervised Deep Learning. SCCC Richard Soria, Luis Alberto Caro, Billy Peralta
2018	—	`conf`	A proposal of adaptive probabilistic model of context applied to visual recognition. SCCC Billy Peralta, Norman Vergaray, Luis Alberto Caro
2017	C	`conf`	A proposal for mixture of experts with entropic regularization. CLEI Billy Peralta, Ariel Saavedra, Luis Alberto Caro
2017	—	`conf`	Distributed mixture-of-experts for Big Data using PETUUM framework. SCCC Billy Peralta, Luis Parra, Oriel A. Herrera, Luis Alberto Caro
2017	C	`conf`	Unsupervised Local Regressive Attributes for Pedestrian Re-identification. CIARP Billy Peralta, Luis Alberto Caro, Alvaro Soto
2016	J	`jnl`	A proposal for supervised clustering with Dirichlet Process using labels. Pattern Recognit. Lett. Billy Peralta, Luis Alberto Caro, Alvaro Soto
2016	—	`conf`	Automatic feature selection for desertion and graduation prediction: A chilean case. SCCC Billy Peralta, T. Poblete, Luis Alberto Caro
2016	—	`conf`	Evaluation of stacked autoencoders for pedestrian detection. SCCC Billy Peralta, Luis Parra, Luis Alberto Caro
2016	J	`jnl`	Improved Object Recognition with Decision Trees Using Subspace Clustering. J. Adv. Comput. Intell. Intell. Informatics Billy Peralta, Luis Alberto Caro
2015	—	`conf`	Real-Time Recognition of Arm Motion Using Artificial Neural Network Multi-perceptron with Arduino One MicroController and EKG/EMG Shield Sensor. AmIHEALTH Luis Alberto Caro, Camilo Silva, Billy Peralta, Oriel A. Herrera, Sergio Barrientos
2015	A	`conf`	Visual Recognition to Access and Analyze People Density and Flow Patterns in Indoor Environments. WACV Cristian Ruz, Christian Pieringer, Billy Peralta, Ivan Lillo, Pablo Espinace, R. Gonzalez, B. Wendt, Domingo Mery, Alvaro Soto
2014	J	`jnl`	Embedded local feature selection within mixture of experts. Inf. Sci. Billy Peralta, Alvaro Soto
2014	—	`conf`	Multi-target Tracking with Sparse Group Features and Position Using Discrete-Continuous Optimization. ACCV Workshops (3) Billy Peralta, Alvaro Soto
2014	J	`jnl`	Simultaneous Feature and Expert Selection within Mixture of Experts. CoRR Billy Peralta
2013	J	`jnl`	Enhancing K-Means using class labels. Intell. Data Anal. Billy Peralta, Pablo Espinace, Alvaro Soto
2012	A	`conf`	Adaptive hierarchical contexts for object recognition with conditional mixture of trees. BMVC Billy Peralta, Pablo Espinace, Alvaro Soto
2011	C	`conf`	Mixing Hierarchical Contexts for Object Recognition. CIARP Billy Peralta, Alvaro Soto