Sebastian A. Rios

Sebastian A. Rios

Universidad de Chile

H-index: 20

Latin America-Chile

About Sebastian A. Rios

Sebastian A. Rios, With an exceptional h-index of 20 and a recent h-index of 14 (since 2020), a distinguished researcher at Universidad de Chile, specializes in the field of Artificial Intelligence, Data Mining, Pattern Recognition, Business Intelligence.

His recent articles reflect a diverse array of research interests and contributions to the field:

Machine Learning Methods for Predicting Adverse Drug Reactions in Hospitalized Patients

Using Congestion to Improve Short-Term Velocity Forecasting with Machine Learning Models

27th KES International Conference on Knowledge-Based and Intelligent Information & Engineering Systems KES2023

Multiple-Choice Questions Difficulty Prediction with Neural Networks

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

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

Image-based machine learning model as a tool for classification of [18 F] PR04. MZ PET images in patients with parkinsonian syndrome

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

Sebastian A. Rios Information

University

Position

Assistant Professor Industrial Engineering

Citations(all)

1413

Citations(since 2020)

661

Cited By

1052

hIndex(all)

20

hIndex(since 2020)

14

i10Index(all)

45

i10Index(since 2020)

21

Email

University Profile Page

Universidad de Chile

Google Scholar

View Google Scholar Profile

Sebastian A. Rios Skills & Research Interests

Artificial Intelligence

Data Mining

Pattern Recognition

Business Intelligence

Top articles of Sebastian A. Rios

Title

Journal

Author(s)

Publication Date

Machine Learning Methods for Predicting Adverse Drug Reactions in Hospitalized Patients

Procedia Computer Science

Patricio Wolff

Sebastián A Ríos

Claudio Gonzáles

2023/1/1

Using Congestion to Improve Short-Term Velocity Forecasting with Machine Learning Models

Cybernetics and Systems

Cristián Lira

Aldo Araya

Bastián Véjar

Fernando Ordóñez

Sebastián Ríos

2023/7/22

27th KES International Conference on Knowledge-Based and Intelligent Information & Engineering Systems KES2023

GA Tsihrintzis

C Toro

SA Rios

RJ Howlett

LC Jain

2023/1/1

Multiple-Choice Questions Difficulty Prediction with Neural Networks

Diego Reyes

Abelino Jimenez

Pablo Dartnell

Séverin Lions

Sebastián Ríos

2023/7/12

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

Sensors

Ricardo Muñoz-Cancino

Sebastián A Ríos

Manuel Graña

2023/5/29

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

Expert Systems with Applications

Ricardo Muñoz-Cancino

Cristián Bravo

Sebastián A Ríos

Manuel Graña

2023/5/15

Image-based machine learning model as a tool for classification of [18 F] PR04. MZ PET images in patients with parkinsonian syndrome

Maria Jiménez

Cristian Soza-Ried

Vasko Kramer

Sebastian A Ríos

Arlette Haeger

...

2023/10/14

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

Expert Systems with Applications

Ricardo Muñoz-Cancino

Cristián Bravo

Sebastián A Ríos

Manuel Graña

2023/3/1

Predicting Innovative Cities Using Spatio-Temporal Activity Patterns

Ricardo Muñoz-Cancino

Sebastián A Ríos

Manuel Graña

2023/8/29

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

Neural Computing and Applications

Pablo Cleveland

Sebastian A Rios

Felipe Aguilera

Manuel Graña

2022/10

Assessment of creditworthiness models privacy-preserving training with synthetic data

Ricardo Muñoz-Cancino

Cristián Bravo

Sebastián A Ríos

Manuel Graña

2022/9/5

Enhancing short-term velocity forecasting models by using ml models and traffic patterns information

Cristián Lira

Bastián Véjar

Fernando Ordóñez

Sebastián A Ríos

2022

Sistema de puntuación de alerta temprana de descompensación basado en percentiles para pacientes pediátricos hospitalizados

Ingeniare. Revista chilena de ingeniería

Patricio Wolff

Sebastián A Ríos

2021/9

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

Ricardo Muñoz-Cancino

Sebastian A Rios

Marcel Goic

Manuel Graña

2021/5/21

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

Patricio Wolff

Sebastián Ríos

David Clavijo

Manuel Graña

Miguel Carrasco

2020/12

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

Neural Computing and Applications

Arkaitz Artetxe

Manuel Graña

Andoni Beristain

Sebastián Ríos

2020/5

Computational intelligence in remote sensing: an editorial

Manuel Graña

Michal Wozniak

Sebastian Rios

Javier de Lope

2020/1/23

See List of Professors in Sebastian A. Rios University(Universidad de Chile)

Co-Authors

H-index: 80
Nigel Shadbolt

Nigel Shadbolt

University of Oxford

H-index: 52
John G. Breslin

John G. Breslin

National University of Ireland, Galway

H-index: 43
Manuel graña

Manuel graña

Universidad del País Vasco

H-index: 37
Richard Weber

Richard Weber

Universidad de Chile

H-index: 21
Felipe Bravo-Marquez

Felipe Bravo-Marquez

Universidad de Chile

H-index: 16
Pablo E. Román

Pablo E. Román

Universidad de Chile

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