Man

Ricardo Luis Muñoz Cancino

director of analytics

X-Company

santiago, Chile

Líneas de Investigación


1. Network representation learning for credit scoring 2. Multi sensor and multi temporal activity patterns using geocoded digital traces

Educación

  •  Computer Science, UNIVERSITY OF THE BASQUE COUNTRY. España, 2023
  •  Engineering Systems, UNIVERSIDAD DE CHILE. Chile, 2023
  •  Operations Management, UNIVERSIDAD DE CHILE. Chile, 2012
  •  Industrial Engineer, UNIVERSIDAD DE CHILE. Chile, 2012

Experiencia Profesional

  •   BI and Data Governance manager Full Time

    WOM

    santiago, Chile

    2022 - 2022

  •   data & analytics manager Full Time

    NTT DATA

    santiago, Chile

    2022 - 2022

  •   non financial risks manager Full Time

    BCI

    santiago, Chile

    2014 - 2022

Premios y Distinciones

  •   Beca Doctorado Nacional

    ANID

    Chile, 2019

    PhD scholarship


 

Article (7)

Clustering Cities over Features Extracted from Multiple Virtual Sensors Measuring Micro-Level Activity Patterns Allows One to Discriminate Large-Scale City Characteristics

Muñoz-Cancino, Ricardo; Rios, Sebastian A.; Grana, Manuel

Article ISI SCOPUS
SENSORS  (2023)

On the combination of graph data for assessing thin-file borrowers' creditworthiness

Muñoz-Cancino, Ricardo; Bravo, Cristian; Rios, Sebastian A.; Grana, Manuel

Article ISI SCOPUS
EXPERT SYSTEMS WITH APPLICATIONS  (2023)

On the dynamics of credit history and social interaction features, and their impact on creditworthiness assessment performance

Muñoz-Cancino, Ricardo; Bravo, Cristian; Rios, Sebastian A.; Grana, Manuel

Article ISI SCOPUS
EXPERT SYSTEMS WITH APPLICATIONS  (2023)

Predicting Innovative Cities Using Spatio-Temporal Activity Patterns

Muñoz-Cancino, Ricardo; Ríos, Sebastián A.; Graña, Manuel

Article SCOPUS
Lecture Notes in Computer Science  (2023)

Non-Intrusive Assessment of COVID-19 Lockdown Follow-Up and Impact Using Credit Card Information: Case Study in Chile

Muñoz-Cancino, Ricardo; Rios, Sebastian A.; Goic, Marcel; Grana, Manuel

Article ISI SCOPUS
International Journal of Environmental Research and Public Health  (2021)

Land Use detection with cell phone data using topic models: Case Santiago, Chile

Ríos, Sebastián A.; Muñoz, Ricardo

Article ISI SCOPUS
COMPUTERS ENVIRONMENT AND URBAN SYSTEMS  (2017)

Content Patterns in Topic-Based Overlapping Communities

Rios, SA; Munoz, R.

Article ISI SCOPUS
SCIENTIFIC WORLD JOURNAL  (2014)

ConferencePaper (2)

Dark web portal overlapping community detection based on topic models

Ríos S.A.; Munoz, R.

ConferencePaper SCOPUS
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining  (2012)

Overlapping Community Detection in VCoP using Topic Models

Munoz, R.; Rios, SA

ConferencePaper ISI SCOPUS
Frontiers in Artificial Intelligence and Applications  (2012)

9
Ricardo Muñoz

director of analytics

X-Company

santiago, Chile

4
Sebastian Rios

Profesor Asociado

Departamento de Ingeniería Industrial

Universidad de Chile

Santiago, Chile