Man

Javier Alexis Maldonado Carmona

Académico

Universidad Técnica Federico Santa María

Concepción, Chile

Líneas de Investigación


Educación

  •  Computer Science, UNIVERSIDAD TECNICA FEDERICO SANTA MARIA. Chile, 2023
  •  Computer Science, Universidad de los Andes - Venezuela. Venezuela, 2012
  •  Ingeniero en Informática, Universidad Nacional Experimental del Táchira. Venezuela, 2005

Experiencia Académica

  •   Académico Full Time

    UNIVERSIDAD TECNICA FEDERICO SANTA MARIA

    Concepción, Chile

    2022 - A la fecha

  •   Profesor Part Time

    UNIVERSIDAD TECNICA FEDERICO SANTA MARIA

    Valparaíso, Chile

    2017 - 2021

  •   Profesor - Asistente Full Time

    Universidad Nacional Experimental del Táchira

    Ingeniería

    San Cristóbal, Venezuela

    2010 - 2019


 

Article (5)

A Reusable J48-Targeting Python Backend for Scikit-Learn Workflows: Differential Validation Against WEKA J48

Maldonado, Javier; Carrasco-Saez, Jose L.

Article ISI
IEEE ACCESS  (2026)

Deep-learning-based prediction of precipitable water vapor in the Chajnantor area

Matus-Bello, Alison; Restrepo, Silvia E.; Bustos, Ricardo; Hu, Yi; Du, Fujia; Carine, Jaime; Garcia, Pablo; Maldonado, Javier; Reeves, Rodrigo; Shang, Zhaohui

Article ISI
ASTRONOMY & ASTROPHYSICS  (2026)

An evolutionary wrapper to support intrusion detection system configuration

Maldonado, J.; Riff M.C.

Article ISI
Computers and Security  (2025)

A review of recent approaches on wrapper feature selection for intrusion detection

Neveu, Bertrand

Article ISI SCOPUS
EXPERT SYSTEMS WITH APPLICATIONS  (2022)

Improving Attack Detection of C4.5 using an Evolutionary Algorithm

Maldonado, Javier; Riff, Maria-Cristina; Montero, Elizabeth; IEEE

Article ISI
2019 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC)  (2019)

ConferencePaper (2)

Improving an evolutionary wrapper for attack detection by including feature importance information

Maldonado, J.; Riff M.C.

ConferencePaper ISI SCOPUS
GECCO 2020 Companion - Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion  (2020)

Evaluating different metric configurations of an evolutionary wrapper for attack detection



ConferencePaper ISI SCOPUS
Proceedings - International Conference on Tools with Artificial Intelligence, ICTAI  (2019)

1
Maria-Cristina Riff

Académico

UNIVERSIDAD TECNICA FEDERICO SANTA MARIA

VALPARAISO, Chile

1
José Carrasco

Académico Departamento de Electrónica e Informática

Departamento de Electrónica e Informática

Universidad Técnica Federico Santa María

Concepción, Chile

7
Javier Maldonado

Académico

Electrónica e Informática

Universidad Técnica Federico Santa María

Concepción, Chile