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Hugo Alatrista Salas, Dr

DOCENTE ORDINARIO

 https://orcid.org/0000-0001-5252-4728
Calculated based on number of publications stored in Pure and citations from Scopus
Calculated based on number of publications stored in Pure and citations from Scopus
Calculated based on number of publications stored in Pure and citations from Scopus
20112025

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  • 2024

    Football Penalty Kick Prediction Model Based on Kicker's Pose Estimation

    Mauricio Salazar, J. A. & Alatrista-Salas, H., 24 May 2024, Proceedings of the 2024 9th International Conference on Machine Learning Technologies, ICMLT 2024. Association for Computing Machinery, p. 196-203 8 p. (ACM International Conference Proceeding Series).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • 2023

    Predicting Next Whereabouts Using Deep Learning

    Galarreta, A. P., Alatrista-Salas, H. & Nunez-del-Prado, M., 2023, Modeling Decisions for Artificial Intelligence - 20th International Conference, MDAI 2023, Proceedings. Torra, V. & Narukawa, Y. (eds.). Springer Science and Business Media Deutschland GmbH, p. 214-225 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13890 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Scopus citations
  • 2022

    Geolocated Data Generation and Protection Using Generative Adversarial Networks

    Alatrista-Salas, H., Montalvo-Garcia, P., Nunez-del-Prado, M. & Salas, J., 2022, Modeling Decisions for Artificial Intelligence - 19th International Conference, MDAI 2022, Proceedings. Torra, V. & Narukawa, Y. (eds.). Springer Science and Business Media Deutschland GmbH, p. 80-91 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13408 LNAI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    2 Scopus citations
  • 2021

    Are Sequential Patterns Shareable? Ensuring Individuals’ Privacy

    Nunez-del-Prado, M., Salas, J., Alatrista-Salas, H., Maehara-Aliaga, Y. & Megías, D., 2021, Modeling Decisions for Artificial Intelligence - 18th International Conference, MDAI 2021, Proceedings. Torra, V. & Narukawa, Y. (eds.). Springer Science and Business Media Deutschland GmbH, p. 28-39 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12898 LNAI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Scopus citations

  • Tourism Mobility Modeling based on Credit and Debit Card Transactions

    Rojas-Bustamante, L. P., Alatrista-Salas, H., Nunez-Del-Prado, M. & Gómez, J. C., 2021, Proceedings - 2021 47th Latin American Computing Conference, CLEI 2021. Institute of Electrical and Electronics Engineers Inc., (Proceedings - 2021 47th Latin American Computing Conference, CLEI 2021).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Scopus citations

  • Using Open Data to Quantify Accessibility to Multiple Public Services: The Study Case of Lima

    Bustamante, L. P. R., Alatrista-Salas, H., Nunez-Del-Prado, M. & Chamorro, J., 5 Aug 2021, Proceedings of the 2021 IEEE 28th International Conference on Electronics, Electrical Engineering and Computing, INTERCON 2021. Institute of Electrical and Electronics Engineers Inc., (Proceedings of the 2021 IEEE 28th International Conference on Electronics, Electrical Engineering and Computing, INTERCON 2021).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • 2020

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

    Alatrista-Salas, H., Hoyos, I., Luna, A. & Nunez-del-Prado, M., 2020, Information Management and Big Data - 6th International Conference, SIMBig 2019, Proceedings. Lossio-Ventura, J. A., Condori-Fernandez, N. & Valverde-Rebaza, J. C. (eds.). Springer, p. 115-128 14 p. (Communications in Computer and Information Science; vol. 1070 CCIS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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

    Alatrista-Salas, H., Nunez-del-Prado, M. & Zevallos, V., 2020, Information Management and Big Data - 6th International Conference, SIMBig 2019, Proceedings. Lossio-Ventura, J. A., Condori-Fernandez, N. & Valverde-Rebaza, J. C. (eds.). Springer, p. 252-266 15 p. (Communications in Computer and Information Science; vol. 1070 CCIS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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

    Alatrista-Salas, H., Lavado, P., Morzan, J., Nuñez-del-Prado, M. & Yamada, G., 2020, Information Management and Big Data - 6th International Conference, SIMBig 2019, Proceedings. Lossio-Ventura, J. A., Condori-Fernandez, N. & Valverde-Rebaza, J. C. (eds.). Springer, p. 35-45 11 p. (Communications in Computer and Information Science; vol. 1070 CCIS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • DYVIC: DYnamic VIrus Control in Peru

    Lossio-Ventura, J. A., Alatrista-Salas, H., Barrena, K., Linos, E., Nunez-Del-Prado, M. & Talavera, A., 16 Dec 2020, Proceedings - 2020 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2020. Park, T., Cho, Y.-R., Hu, X. T., Yoo, I., Woo, H. G., Wang, J., Facelli, J., Nam, S. & Kang, M. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 2264-2267 4 p. 9313419. (Proceedings - 2020 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2020).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    4 Scopus citations

  • Efficiently mining gapped and window constraint frequent sequential patterns

    Alatrista-Salas, H., Guevara-Cogorno, A., Maehara, Y. & Nunez-del-Prado, M., 2020, Modeling Decisions for Artificial Intelligence - 17th International Conference, MDAI 2020, Proceedings. Torra, V., Narukawa, Y., Nin, J. & Agell, N. (eds.). Springer, p. 240-251 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12256 LNAI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    4 Scopus citations

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

    Oncevay, A., Sobrevilla, M., Alatrista-Salas, H. & Melgar, A., 2020, ADBIS, TPDL and EDA 2020 Common Workshops and Doctoral Consortium - International Workshops: DOING, MADEISD, SKG, BBIGAP, SIMPDA, AIMinScience 2020 and Doctoral Consortium, Proceedings. Bellatreche, L., Bieliková, M., Boussaïd, O., Darmont, J., Catania, B., Demidova, E., Duchateau, F., Hall, M., Mercun, T., Žumer, M., Novikov, B., Papatheodorou, C., Risse, T., Romero, O., Sautot, L., Talens, G. & Wrembel, R. (eds.). Springer, p. 49-59 11 p. (Communications in Computer and Information Science; vol. 1260 CCIS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Scopus citations
  • 2019

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

    Lossio-Ventura, J. A., Morzan, J., Alatrista-Salas, H., Hernandez-Boussard, T. & Bian, J., Nov 2019, Proceedings - 2019 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2019. Yoo, I., Bi, J. & Hu, X. T. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1544-1547 4 p. 8983167. (Proceedings - 2019 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2019).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    14 Scopus citations

  • Documents Retrieval for Qualitative Research: Gender Discrimination Analysis

    Alatrista-Salas, H., Hidalgo-Leon, P. & Nunez-Del-Prado, M., 23 Jan 2019, 2018 IEEE Latin American Conference on Computational Intelligence, LA-CCI 2018. Institute of Electrical and Electronics Engineers Inc., 8625211. (2018 IEEE Latin American Conference on Computational Intelligence, LA-CCI 2018).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    3 Scopus citations

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

    Alatrista-Salas, H., León-Payano, M. & Nunez-del-Prado, M., 2019, New Trends in Databases and Information Systems - ADBIS 2019 Short Papers, Workshops BBIGAP, QAUCA, SemBDM, SIMPDA, M2P, MADEISD, and Doctoral Consortium 2019, Proceedings. Welzer, T., Podgorelec, V., Kamišalic Latific, A., Eder, J., Wrembel, R., Morzy, M., Ivanovic, M., Gamper, J., Tzouramanis, T. & Darmont, J. (eds.). Springer Verlag, p. 475-486 12 p. (Communications in Computer and Information Science; vol. 1064).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Measuring the Resilience of the Transport Infrastructure in Big Cities

    Alatrista-Salas, H., Nunez-Del-Prado, M. & Rodriguez, G., 23 Jan 2019, 2018 IEEE Latin American Conference on Computational Intelligence, LA-CCI 2018. Institute of Electrical and Electronics Engineers Inc., 8625202. (2018 IEEE Latin American Conference on Computational Intelligence, LA-CCI 2018).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Psychological evaluation of university students: A data mining point of view

    Alatrista-Salas, H., Lazo-Lazo, J., Nunez-Del-Prado, M., Otiniano-Campos, F. & Perez-Reyes-De-La-Flor, J., Mar 2019, EDUNINE 2019 - 3rd IEEE World Engineering Education Conference: Modern Educational Paradigms for Computer and Engineering Career, Proceedings. Brito, C. D. R. & Ciampi, M. M. (eds.). Institute of Electrical and Electronics Engineers Inc., 8875829. (EDUNINE 2019 - 3rd IEEE World Engineering Education Conference: Modern Educational Paradigms for Computer and Engineering Career, Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Through an Agnostic Programming Languages Methodology for Plagiarism Detection in Engineering Coding Courses

    Herrera, G., Nunez-Del-Prado, M., Lazo, J. G. L. & Alatrista, H., Mar 2019, EDUNINE 2019 - 3rd IEEE World Engineering Education Conference: Modern Educational Paradigms for Computer and Engineering Career, Proceedings. Brito, C. D. R. & Ciampi, M. M. (eds.). Institute of Electrical and Electronics Engineers Inc., 8875802. (EDUNINE 2019 - 3rd IEEE World Engineering Education Conference: Modern Educational Paradigms for Computer and Engineering Career, Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    2 Scopus citations
  • 2018

    Analysis of students open feedback after their participation in a multinational design project

    Rodriguez, J., Del Prado Cortez, M. N., Esparragoza, I. E. & Salas, H. A., 2018, 16th LACCEI International Multi-Conference for Engineering, Education Caribbean Conference for Engineering and Technology: Innovation, Education, and Inclusion. Latin American and Caribbean Consortium of Engineering Institutions, (Proceedings of the LACCEI international Multi-conference for Engineering, Education and Technology; vol. 2018-July).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access

  • Teaching software engineering through computer games

    Alatrista-Salas, H. & Nunez-Del-Prado, M., 29 Aug 2018, EDUNINE 2018 - 2nd IEEE World Engineering Education Conference: The Role of Professional Associations in Contemporaneous Engineer Careers, Proceedings. Ciampi, M. M. & da Rocha Brito, C. (eds.). Institute of Electrical and Electronics Engineers Inc., 8450996. (EDUNINE 2018 - 2nd IEEE World Engineering Education Conference: The Role of Professional Associations in Contemporaneous Engineer Careers, Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    5 Scopus citations
  • 2017

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

    Núñez-Del-Prado-Cortez, M. & Alatrista-Salas, H., 11 Jan 2017, Proceedings - 2016 IEEE 13th International Conference on Mobile Ad Hoc and Sensor Systems, MASS 2016. Institute of Electrical and Electronics Engineers Inc., p. 65-74 10 p. 7815013. (Proceedings - 2016 IEEE 13th International Conference on Mobile Ad Hoc and Sensor Systems, MASS 2016).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    4 Scopus citations

  • Measuring the gender discrimination: A machine learning approach

    Alatrista-Salas, H., Esposito, B., Nunez-Del-Prado, M. & Valdivieso, M., 2 Jul 2017, 2017 IEEE Latin American Conference on Computational Intelligence, LA-CCI 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1-6 6 p. (2017 IEEE Latin American Conference on Computational Intelligence, LA-CCI 2017 - Proceedings; vol. 2017-November).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    2 Scopus citations
  • 2015

    Sperm cells segmentation in micrographic images through Lambertian reflectance model

    Medina-Rodríguez, R., Guzmán-Masías, L., Alatrista-Salas, H. & Beltrán-Castañón, C., 2015, Computer Analysis of Images and Patterns - 16th International Conference, CAIP 2015, Proceedings. Azzopardi, G. & Petkov, N. (eds.). Springer Verlag, p. 664-674 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9257).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    8 Scopus citations

  • When textual information becomes spatial information compatible with satellite images

    Kergosien, E., Alatrista-Salas, H., Gaio, M., Güttler, F. N., Roche, M. & Teisseire, M., 2015, KDIR. Fred, A., Dietz, J., Aveiro, D., Liu, K., Filipe, J. & Filipe, J. (eds.). SciTePress, p. 301-306 6 p. (IC3K 2015 - Proceedings of the 7th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management; vol. 1).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    6 Scopus citations
  • 2012

    The pattern next door: Towards spatio-sequential pattern discovery

    Alatrista Salas, H., Bringay, S., Flouvat, F., Selmaoui-Folcher, N. & Teisseire, M., 2012, Advances in Knowledge Discovery and Data Mining - 16th Pacific-Asia Conference, PAKDD 2012, Proceedings. PART 2 ed. p. 157-168 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7301 LNAI, no. PART 2).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    22 Scopus citations

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

    Translated title of the contribution: Towards an effective approach of extracting spatio-sequential patternsAlatrista Salas, H., Bringay, S., Flouvat, F., Selmaoui-Folcher, N. & Teisseire, M., 2012, Extraction et Gestion des Connaissances, EGC 2012. p. 161-172 12 p. (Revue des Nouvelles Technologies de l'Information; vol. E.23).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review