Hugo Alatrista Salas

According to our database, Hugo Alatrista Salas authored at least 37 papers between 2012 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Recommender systems using temporal restricted sequential patterns.

Ana Paula Galarreta, Hilda Samamé, Yoshitomi Maehara, Miguel Núñez-del-Prado, Hugo Alatrista-Salas

J. Ambient Intell. Humaniz. Comput., December, 2023

Mapping Malaria Vector Habitats in West Africa: Drone Imagery and Deep Learning Analysis for Targeted Vector Surveillance.

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

Remote. Sens., 2023

Predicting Next Whereabouts Using Deep Learning.

Ana Paula Galarreta, Hugo Alatrista-Salas, Miguel Núñez-del-Prado

Proceedings of the Modeling Decisions for Artificial Intelligence, 2023

2022

Geolocated Data Generation and Protection Using Generative Adversarial Networks.

Hugo Alatrista-Salas, Peter Montalvo-Garcia, Miguel Núñez-del-Prado, Julián Salas

Proceedings of the Modeling Decisions for Artificial Intelligence, 2022

2021

Toward a Comparison of Classical and New Privacy Mechanism.

Daniel Heredia-Ductram, Miguel Núñez-del-Prado, Hugo Alatrista-Salas

Entropy, 2021

Evaluation of clustering and topic modeling methods over health-related tweets and emails.

Juan Antonio Lossio-Ventura, Sergio Gonzales, Juandiego Morzan, Hugo Alatrista-Salas, Tina Hernandez-Boussard, Jiang Bian

Artif. Intell. Medicine, 2021

Are Sequential Patterns Shareable? Ensuring Individuals' Privacy.

Miguel Núñez del Prado Cortez, Julián Salas, Hugo Alatrista-Salas, Yoshitomi Maehara, David Megías

Proceedings of the Modeling Decisions for Artificial Intelligence, 2021

Tourism Mobility Modeling based on Credit and Debit Card Transactions.

Leibnitz-Pavel Rojas-Bustamante, Hugo Alatrista-Salas, Miguel Núñez-del-Prado, Joseph Chamorro Gómez

Proceedings of the XLVII Latin American Computing Conference, 2021

2020

Impact of natural disasters on consumer behavior: case of the 2017 El Nino phenomenon in Peru.

Hugo Alatrista-Salas, Vincent Gauthier, Miguel Núñez-del-Prado, Monique Becker

CoRR, 2020

Efficiently Mining Gapped and Window Constraint Frequent Sequential Patterns.

Hugo Alatrista-Salas, Agustin Guevara-Cogorno, Yoshitomi Maehara, Miguel Núñez-del-Prado

Proceedings of the Modeling Decisions for Artificial Intelligence, 2020

DYVIC: DYnamic VIrus Control in Peru.

Juan Antonio Lossio-Ventura, Hugo Alatrista-Salas, Kevin Barrena, Eleni Linos, Miguel Núñez-del-Prado, Alvaro Talavera

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020

Public Riots in Twitter: Domain-Based Event Filtering During Civil Unrest.

Arturo Oncevay, Marco Sobrevilla, Hugo Alatrista-Salas, Andrés Melgar

Proceedings of the ADBIS, TPDL and EDA 2020 Common Workshops and Doctoral Consortium, 2020

2019

PS I Love You: Privacy Aware Sentiment Classification.

Hugo Alatrista Salas, Hugo Cordero, Miguel Núñez-del-Prado

Computación y Sistemas, 2019

Come with Me Now: New Potential Consumers Identification from Competitors.

Hugo Alatrista-Salas, Miguel Núñez-del-Prado, Victoria Zevallos

Proceedings of the Information Management and Big Data - 6th International Conference, 2019

Big Data Recommender System for Encouraging Purchases in New Places Taking into Account Demographics.

Hugo Alatrista-Salas, Isaias Hoyos, Ana Luna, Miguel Núñez-del-Prado

Proceedings of the Information Management and Big Data - 6th International Conference, 2019

Detecting Anomalies in Time-Varying Media Crime News Using Tensor Decomposition.

Hugo Alatrista-Salas, Pablo Lavado, Juandiego Morzan, Miguel Núñez-del-Prado, Gustavo Yamada

Proceedings of the Information Management and Big Data - 6th International Conference, 2019

Clustering and topic modeling over tweets: A comparison over a health dataset.

Juan Antonio Lossio-Ventura, Juandiego Morzan, Hugo Alatrista-Salas, Tina Hernandez-Boussard, Jiang Bian

Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019

Extreme Climate Event Detection Through High Volume of Transactional Consumption Data.

Hugo Alatrista-Salas, Mauro León-Payano, Miguel Núñez-del-Prado

Proceedings of the New Trends in Databases and Information Systems, 2019

2018

Documents Retrieval for Qualitative Research: Gender Discrimination Analysis.

Hugo Alatrista-Salas, Pilar Hidalgo-León, Miguel Núñez-del-Prado

Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2018

Measuring the Resilience of the Transport Infrastructure in Big Cities.

Hugo Alatrista-Salas, Miguel Núñez-del-Prado, Guillermo Rodríguez

Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2018

2017

Measuring the gender discrimination: A machine learning approach.

Hugo Alatrista-Salas, Bruno Esposito, Miguel Núñez-del-Prado, Maria Valdivieso

Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2017

2016

Spatio-sequential patterns mining: Beyond the boundaries.

Hugo Alatrista-Salas, Sandra Bringay, Frédéric Flouvat, Nazha Selmaoui-Folcher, Maguelonne Teisseire

Intell. Data Anal., 2016

Administrative Regions Discovery Based on Human Mobility Patterns and Spatio-Temporal Clustering.

Miguel Núñez del Prado Cortez, Hugo Alatrista-Salas

Proceedings of the 13th IEEE International Conference on Mobile Ad Hoc and Sensor Systems, 2016

2015

A knowledge discovery process for spatiotemporal data: Application to river water quality monitoring.

Hugo Alatrista-Salas, Jérôme Azé, Sandra Bringay, Flavie Cernesson, Nazha Selmaoui-Folcher, Maguelonne Teisseire

Ecol. Informatics, 2015

Overview of SIMBig 2015: 2nd Annual International Symposium on Information Management and Big Data.

Juan Antonio Lossio-Ventura, Hugo Alatrista-Salas

Proceedings of the 2nd Annual International Symposium on Information Management and Big Data, 2015

When Textual Information Becomes Spatial Information Compatible with Satellite Images.

Eric Kergosien, Hugo Alatrista-Salas, Mauro Gaio, Fabio Güttler, Mathieu Roche, Maguelonne Teisseire

Proceedings of the KDIR 2015, 2015

COPPER - Constraint OPtimized Prefixspan for Epidemiological Research.

Agustin Guevara-Cogorno, Claude Flamand, Hugo Alatrista-Salas

Proceedings of the 6th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN 2015)/ The 5th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH-2015)/ Affiliated Workshops, 2015

Sperm Cells Segmentation in Micrographic Images Through Lambertian Reflectance Model.

Rosario Medina Rodríguez, Luis Guzmán-Masías, Hugo Alatrista-Salas, César Beltrán Castañón

Proceedings of the Computer Analysis of Images and Patterns, 2015

2014

ANIMITEX project: Image Analysis based on Textual Information.

Hugo Alatrista Salas, Eric Kergosien, Mathieu Roche, Maguelonne Teisseire

Proceedings of the 1st Symposium on Information Management and Big Data, 2014

Quality Metrics for Optimizing Parameters Tuning in Clustering Algorithms for Extraction of Points of Interest in Human Mobility.

Miguel Núñez del Prado Cortez, Hugo Alatrista Salas

Proceedings of the 1st Symposium on Information Management and Big Data, 2014

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

PhD thesis, 2013

A spatial-based KDD process to better manage the river water quality.

Hugo Alatrista Salas, Frédéric Flouvat, Sandra Bringay, Nazha Selmaoui-Folcher, Maguelonne Teisseire

Rev. Int. Géomatique, 2013

Motifs spatio-temporels. Enjeux et applications à l'environnement.

Nazha Selmaoui-Folcher, Frédéric Flouvat, Hugo Alatrista Salas, Sandra Bringay

Rev. d'Intelligence Artif., 2013

A Spatial-based KDD Process to Better Understand the Spatiotemporal Phenomena.

Hugo Alatrista Salas

Proceedings of the Doctoral Consortium of the 25th International Conference on Advanced Information Systems Engineering (CAiSE 2013), 2013

2012

Recherche de séquences spatio-temporelles peu contredites dans des données hydrologiques.

Hugo Alatrista Salas, Jérôme Azé, Sandra Bringay, Flavie Cernesson, Frédéric Flouvat, Nazha Selmaoui-Folcher, Maguelonne Teisseire

Proceedings of the Mesurer et évaluer la Qualité des Données et des Connaissances, 2012

The Pattern Next Door: Towards Spatio-sequential Pattern Discovery.

Hugo Alatrista Salas, Sandra Bringay, Frédéric Flouvat, Nazha Selmaoui-Folcher, Maguelonne Teisseire

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2012

Vers une approche efficace d'extraction de motifs spatio-séquentiels.

Hugo Alatrista Salas, Sandra Bringay, Frédéric Flouvat, Nazha Selmaoui-Folcher, Maguelonne Teisseire

Proceedings of the Extraction et gestion des connaissances (EGC'2012), Actes, janvier 31, 2012