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



Article ISI SCOPUS
Sensors  (2023)

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



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

Article ISI SCOPUS
Expert Systems with Applications  (2023)

Predicting Innovative Cities Using Spatio-Temporal Activity Patterns



Article SCOPUS
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)  (2023)

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

Goic, Marcel

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



Article ISI SCOPUS
COMPUTERS ENVIRONMENT AND URBAN SYSTEMS  (2017)

Content Patterns in Topic-Based Overlapping Communities

Muñoz, R.

Article ISI SCOPUS
SCIENTIFIC WORLD JOURNAL  (2014)

ConferencePaper (2)

Dark web portal overlapping community detection based on topic models

Rios, S.A.; Muñoz, R.

ConferencePaper SCOPUS
ACM International Conference Proceeding Series  (2012)

Overlapping Community Detection in VCoP using Topic Models

Muñoz, R.

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

10
Sebastian Rios

Profesor Asociado

Departamento de Ingeniería Industrial

Universidad de Chile

Santiago, Chile

1
Marcel Goic

Profesor Asociado

Departamento de Ingeniería Industrial

Universidad de Chile

Santiago, Chile

9
Ricardo Muñoz

director of analytics

X-Company

santiago, Chile