Hugo Alatrista-Salas

41 papers B 5C 1Journal 9Unranked 16

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Algorithms For Anomaly Detection on Time Series: A Use Case on Banking Data. Informatica (Slovenia) Hugo Alatrista-Salas, Jeymi Fabiola Arias Hancco, Luis Espinoza-Villalobos
2025	J	`jnl`	Enhancing Spatio-Temporal Forecasting with Spatial Neighbourhood Fusion:A Case Study on COVID-19 Mobility in Peru. CoRR Chuan Li, Jiang You, Hassine Moungla, Vincent Gauthier, Miguel Núñez del Prado Cortez, Hugo Alatrista-Salas
2025	—	`conf`	From Flows to Graphs: Data-Driven Insights on Latent Overtourism with Frequent Pattern Mining. ADBIS (Short Papers) Hugo Alatrista-Salas, Gaël Chareyron, Sonia Djebali, Imen Ouled Dlala, Nicolas Travers
2024	—	`conf`	Football Penalty Kick Prediction Model Based on Kicker's Pose Estimation. ICMLT Josue Angel Mauricio Salazar, Hugo Alatrista-Salas
2023	—	`ed.`	Information Management and Big Data - 9th Annual International Conference, SIMBig 2022, Lima, Peru, November 16-18, 2022, Proceedings SIMBig Juan Antonio Lossio-Ventura, Jorge Valverde-Rebaza, Eduardo Díaz, Hugo Alatrista-Salas
2023	J	`jnl`	Mapping Malaria Vector Habitats in West Africa: Drone Imagery and Deep Learning Analysis for Targeted Vector Surveillance. Remote. Sens. Fedra Trujillano, Gabriel Jimenez Garay, Hugo Alatrista-Salas, Isabel Byrne, Miguel Núñez-del-Prado, Kallista Chan, Edgar Manrique, Emilia Johnson, Nombre Apollinaire, Pierre Kouame Kouakou, Welbeck A. Oumbouke, Alfred B. Tiono, Moussa W. Guelbeogo, Jo Lines, Gabriel Carrasco-Escobar, Kimberly Fornace
2023	B	`conf`	Predicting Next Whereabouts Using Deep Learning. MDAI Ana Paula Galarreta, Hugo Alatrista-Salas, Miguel Núñez-del-Prado
2023	J	`jnl`	Recommender systems using temporal restricted sequential patterns. J. Ambient Intell. Humaniz. Comput. Ana Paula Galarreta, Hilda Samamé, Yoshitomi Maehara, Miguel Núñez-del-Prado, Hugo Alatrista-Salas
2022	B	`conf`	Geolocated Data Generation and Protection Using Generative Adversarial Networks. MDAI Hugo Alatrista-Salas, Peter Montalvo-Garcia, Miguel Núñez-del-Prado, Julián Salas
2022	—	`ed.`	Information Management and Big Data - 8th Annual International Conference, SIMBig 2021, Virtual Event, December 1-3, 2021, Proceedings SIMBig Juan Antonio Lossio-Ventura, Jorge Valverde-Rebaza, Eduardo Díaz, Denisse Muñante, Carlos Gavidia-Calderon, Alan Demétrius Baria Valejo, Hugo Alatrista-Salas
2021	B	`conf`	Are Sequential Patterns Shareable? Ensuring Individuals' Privacy. MDAI Miguel Núñez del Prado Cortez, Julián Salas, Hugo Alatrista-Salas, Yoshitomi Maehara, David Megías
2021	J	`jnl`	Evaluation of clustering and topic modeling methods over health-related tweets and emails. Artif. Intell. Medicine Juan Antonio Lossio-Ventura, Sergio Gonzales, Juandiego Morzan, Hugo Alatrista-Salas, Tina Hernandez-Boussard, Jiang Bian
2021	—	`ed.`	Information Management and Big Data - 7th Annual International Conference, SIMBig 2020, Lima, Peru, October 1-3, 2020, Proceedings SIMBig Juan Antonio Lossio-Ventura, Jorge Carlos Valverde-Rebaza, Eduardo Díaz, Hugo Alatrista-Salas
2021	C	`conf`	Tourism Mobility Modeling based on Credit and Debit Card Transactions. CLEI Leibnitz-Pavel Rojas-Bustamante, Hugo Alatrista-Salas, Miguel Núñez-del-Prado, Joseph Chamorro Gómez
2021	J	`jnl`	Toward a Comparison of Classical and New Privacy Mechanism. Entropy Daniel Heredia-Ductram, Miguel Núñez-del-Prado, Hugo Alatrista-Salas
2020	—	`conf`	DYVIC: DYnamic VIrus Control in Peru. BIBM Juan Antonio Lossio-Ventura, Hugo Alatrista-Salas, Kevin Barrena, Eleni Linos, Miguel Núñez-del-Prado, Alvaro Talavera
2020	B	`conf`	Efficiently Mining Gapped and Window Constraint Frequent Sequential Patterns. MDAI Hugo Alatrista-Salas, Agustin Guevara-Cogorno, Yoshitomi Maehara, Miguel Núñez-del-Prado
2020	J	`jnl`	Impact of natural disasters on consumer behavior: case of the 2017 El Nino phenomenon in Peru. CoRR Hugo Alatrista-Salas, Vincent Gauthier, Miguel Núñez-del-Prado, Monique Becker
2020	—	`conf`	Public Riots in Twitter: Domain-Based Event Filtering During Civil Unrest. ADBIS/TPDL/EDA Workshops Arturo Oncevay, Marco Sobrevilla, Hugo Alatrista-Salas, Andrés Melgar
2019	—	`conf`	Big Data Recommender System for Encouraging Purchases in New Places Taking into Account Demographics. SIMBig Hugo Alatrista-Salas, Isaias Hoyos, Ana Luna, Miguel Núñez-del-Prado
2019	—	`conf`	Clustering and topic modeling over tweets: A comparison over a health dataset. BIBM Juan Antonio Lossio-Ventura, Juandiego Morzan, Hugo Alatrista-Salas, Tina Hernandez-Boussard, Jiang Bian
2019	—	`conf`	Come with Me Now: New Potential Consumers Identification from Competitors. SIMBig Hugo Alatrista-Salas, Miguel Núñez-del-Prado, Victoria Zevallos
2019	—	`conf`	Detecting Anomalies in Time-Varying Media Crime News Using Tensor Decomposition. SIMBig Hugo Alatrista-Salas, Pablo Lavado, Juandiego Morzan, Miguel Núñez-del-Prado, Gustavo Yamada
2019	—	`conf`	Extreme Climate Event Detection Through High Volume of Transactional Consumption Data. ADBIS (Short Papers and Workshops) Hugo Alatrista-Salas, Mauro León-Payano, Miguel Núñez-del-Prado
2019	—	`ed.`	Information Management and Big Data, 5th International Conference, SIMBig 2018, Lima, Peru, September 3-5, 2018, Proceedings. SIMBig Juan Antonio Lossio-Ventura, Denisse Muñante, Hugo Alatrista-Salas
2018	—	`conf`	Documents Retrieval for Qualitative Research: Gender Discrimination Analysis. LA-CCI Hugo Alatrista-Salas, Pilar Hidalgo-León, Miguel Núñez-del-Prado
2018	—	`ed.`	Information Management and Big Data - 4th Annual International Symposium, SIMBig 2017, Lima, Peru, September 4-6, 2017, Revised Selected Papers SIMBig (Revised Selected Papers) Juan Antonio Lossio-Ventura, Hugo Alatrista-Salas
2018	—	`conf`	Measuring the Resilience of the Transport Infrastructure in Big Cities. LA-CCI Hugo Alatrista-Salas, Miguel Núñez-del-Prado, Guillermo Rodríguez
2017	—	`ed.`	Information Management and Big Data - Second Annual International Symposium, SIMBig 2015, Cusco, Peru, September 2-4, 2015, and Third Annual International Symposium, SIMBig 2016, Cusco, Peru, September 1-3, 2016, Revised Selected Papers SIMBig (Revised Selected Papers) Juan Antonio Lossio-Ventura, Hugo Alatrista-Salas
2017	—	`conf`	Measuring the gender discrimination: A machine learning approach. LA-CCI Hugo Alatrista-Salas, Bruno Esposito, Miguel Núñez-del-Prado, Maria Valdivieso
2017	—	`ed.`	Proceedings of the 4th Annual International Symposium on Information Management and Big Data, SIMBig 2017, Lima, Peru, September 4-6, 2017. SIMBig Juan Antonio Lossio-Ventura, Hugo Alatrista-Salas
2016	B	`conf`	Administrative Regions Discovery Based on Human Mobility Patterns and Spatio-Temporal Clustering. MASS Miguel Núñez del Prado Cortez, Hugo Alatrista-Salas
2016	—	`ed.`	Proceedings of the 3rd Annual International Symposium on Information Management and Big Data - SIMBig 2016, Cusco, Peru, September 1-3, 2016. SIMBig Juan Antonio Lossio-Ventura, Hugo Alatrista-Salas
2016	J	`jnl`	Spatio-sequential patterns mining: Beyond the boundaries. Intell. Data Anal. Hugo Alatrista-Salas, Sandra Bringay, Frédéric Flouvat, Nazha Selmaoui-Folcher, Maguelonne Teisseire
2015	J	`jnl`	A knowledge discovery process for spatiotemporal data: Application to river water quality monitoring. Ecol. Informatics Hugo Alatrista-Salas, Jérôme Azé, Sandra Bringay, Flavie Cernesson, Nazha Selmaoui-Folcher, Maguelonne Teisseire
2015	—	`conf`	COPPER - Constraint OPtimized Prefixspan for Epidemiological Research. EUSPN/ICTH Agustin Guevara-Cogorno, Claude Flamand, Hugo Alatrista-Salas
2015	—	`conf`	Overview of SIMBig 2015: 2nd Annual International Symposium on Information Management and Big Data. SIMBig Juan Antonio Lossio-Ventura, Hugo Alatrista-Salas
2015	—	`ed.`	Proceedings of the 2nd Annual International Symposium on Information Management and Big Data - SIMBig 2015, Cusco, Peru, September 2-4, 2015. SIMBig Juan Antonio Lossio-Ventura, Hugo Alatrista-Salas
2015	—	`conf`	Sperm Cells Segmentation in Micrographic Images Through Lambertian Reflectance Model. CAIP (2) Rosario Medina Rodríguez, Luis Guzmán-Masías, Hugo Alatrista-Salas, César Beltrán Castañón
2015	—	`conf`	When Textual Information Becomes Spatial Information Compatible with Satellite Images. KDIR Eric Kergosien, Hugo Alatrista-Salas, Mauro Gaio, Fabio Güttler, Mathieu Roche, Maguelonne Teisseire
2013	—	`—`	Extraction de relations spatio-temporelles à partir des données environnementales et de la santé. (Spatio-temporal data mining from health and environment data). Hugo Alatrista-Salas