Publicaciones en colaboración con investigadoras/es de Universidad de Chile (21)

2023

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

    Sensors, Vol. 23, Núm. 11

  2. On the combination of graph data for assessing thin-file borrowers’ creditworthiness

    Expert Systems with Applications, Vol. 213

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

    Expert Systems with Applications, Vol. 218

  4. Predicting Innovative Cities Using Spatio-Temporal Activity Patterns

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

2022

  1. Assessment of Creditworthiness Models Privacy-Preserving Training with Synthetic Data

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

  2. Neuro-semantic prediction of user decisions to contribute content to online social networks

    Neural Computing and Applications, Vol. 34, Núm. 19, pp. 16717-16738

2021

  1. Non-intrusive assessment of covid-19 lockdown follow-up and impact using credit card information: Case study in chile

    International Journal of Environmental Research and Public Health, Vol. 18, Núm. 11

2020

  1. Balanced training of a hybrid ensemble method for imbalanced datasets: a case of emergency department readmission prediction

    Neural Computing and Applications, Vol. 32, Núm. 10, pp. 5735-5744

  2. Computational intelligence in remote sensing: An editorial

    Sensors (Switzerland)

  3. Methodologically grounded semantic analysis of large volume of chilean medical literature data applied to the analysis of medical research funding efficiency in Chile

    Journal of Biomedical Semantics, Vol. 11, Núm. 1

2019

  1. Machine Learning Readmission Risk Modeling: A Pediatric Case Study

    BioMed Research International, Vol. 2019

  2. Neural and statistical predictors for time to readmission in emergency departments: A case study

    Neurocomputing, Vol. 354, pp. 3-9

  3. Semantically enhanced network analysis for influencer identification in online social networks

    Neurocomputing, Vol. 326-327, pp. 71-81

  4. Setting up standards: A methodological proposal for pediatric Triage machine learning model construction based on clinical outcomes

    Expert Systems with Applications, Vol. 138

  5. Triage prediction in pediatric patients with respiratory problems

    Neurocomputing, Vol. 326-327, pp. 161-167

2017

  1. Emergency department readmission risk prediction: A case study in Chile

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

  2. Predicting Patient Hospitalization after Emergency Readmission

    Cybernetics and Systems, Vol. 48, Núm. 3, pp. 182-192

  3. Towards hospitalization after readmission risk prediction using ELMs

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

  4. Using Anticipative Hybrid Extreme Rotation Forest to predict emergency service readmission risk

    Journal of Computational Science, Vol. 20, pp. 154-161

2016

  1. Experience-Based Electronic Health Records

    Cybernetics and Systems, Vol. 47, Núm. 1-2, pp. 126-139