Sebastián A. Ríos

Orcid: 0000-0001-5557-6187

According to our database1, Sebastián A. Ríos authored at least 63 papers between 2004 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
On the dynamics of credit history and social interaction features, and their impact on creditworthiness assessment performance.
Expert Syst. Appl., May, 2023

Geotagged Digital Traces.
Dataset, May, 2023

Clustering Cities over Features Extracted from Multiple Virtual Sensors Measuring Micro-Level Activity Patterns Allows One to Discriminate Large-Scale City Characteristics.
Sensors, 2023

On the combination of graph data for assessing thin-file borrowers' creditworthiness.
Expert Syst. Appl., 2023

Machine Learning Methods for Predicting Adverse Drug Reactions in Hospitalized Patients.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 27th International Conference KES-2023, 2023

Predicting Innovative Cities Using Spatio-Temporal Activity Patterns.
Proceedings of the Hybrid Artificial Intelligent Systems - 18th International Conference, 2023

2022
Neuro-semantic prediction of user decisions to contribute content to online social networks.
Neural Comput. Appl., 2022

Assessment of Creditworthiness Models Privacy-Preserving Training with Synthetic Data.
Proceedings of the Hybrid Artificial Intelligent Systems - 17th International Conference, 2022

2021
Enhancing Short-Term Velocity Forecasting Models by Using ML Models and Traffic Patterns Information.
Proceedings of the 16th International Conference on Soft Computing Models in Industrial and Environmental Applications, 2021

2020
Computational Intelligence in Remote Sensing: An Editorial.
Sensors, 2020

Balanced training of a hybrid ensemble method for imbalanced datasets: a case of emergency department readmission prediction.
Neural Comput. Appl., 2020

Methodologically grounded semantic analysis of large volume of chilean medical literature data applied to the analysis of medical research funding efficiency in Chile.
J. Biomed. Semant., 2020

2019
Semantically enhanced network analysis for influencer identification in online social networks.
Neurocomputing, 2019

Triage prediction in pediatric patients with respiratory problems.
Neurocomputing, 2019

Neural and statistical predictors for time to readmission in emergency departments: A case study.
Neurocomputing, 2019

Setting up standards: A methodological proposal for pediatric Triage machine learning model construction based on clinical outcomes.
Expert Syst. Appl., 2019

2017
Land Use detection with cell phone data using topic models: Case Santiago, Chile.
Comput. Environ. Urban Syst., 2017

Using Anticipative Hybrid Extreme Rotation Forest to predict emergency service readmission risk.
J. Comput. Sci., 2017

Predicting Patient Hospitalization after Emergency Readmission.
Cybern. Syst., 2017

Towards Hospitalization After Readmission Risk Prediction Using ELMs.
Proceedings of the Biomedical Applications Based on Natural and Artificial Computing, 2017

Emergency Department Readmission Risk Prediction: A Case Study in Chile.
Proceedings of the Biomedical Applications Based on Natural and Artificial Computing, 2017

2016
An empirical comparison of latent sematic models for applications in industry.
Neurocomputing, 2016

An automatic apnea screening algorithm for children.
Expert Syst. Appl., 2016

Innovations in healthcare and medicine editorial.
Comput. Biol. Medicine, 2016

Experience-Based Electronic Health Records.
Cybern. Syst., 2016

2015
Social Semantic Web Mining
Synthesis Lectures on the Semantic Web: Theory and Technology, Morgan & Claypool Publishers, ISBN: 978-3-031-79459-9, 2015

A Semantic Framework for Continuous U-health Services Provisioning.
Proceedings of the 19th International Conference in Knowledge Based and Intelligent Information and Engineering Systems, 2015

A Web-based Platform for Automated Diabetic Retinopathy Screening.
Proceedings of the 19th International Conference in Knowledge Based and Intelligent Information and Engineering Systems, 2015

2014
Extending market basket analysis with graph mining techniques: A real case.
Expert Syst. Appl., 2014

Generating Groups of Products Using Graph Mining Techniques.
Proceedings of the 18th International Conference in Knowledge Based and Intelligent Information and Engineering Systems, 2014

A Benchmark on Automatic Obstructive Sleep Apnea Screening Algorithms in Children.
Proceedings of the 18th International Conference in Knowledge Based and Intelligent Information and Engineering Systems, 2014

2013
A new dissimilarity measure for online social networks moderation.
Web Intell. Agent Syst., 2013

Leveraging social network analysis with topic models and the Semantic Web (extended).
Web Intell. Agent Syst., 2013

2012
A dissimilarity measure for automate moderation in online social networks.
Proceedings of the International Workshop on Web Intelligence & Communities, 2012

A model for content generation in On-line social network.
Proceedings of the Advances in Knowledge-Based and Intelligent Information and Engineering Systems, 2012

Overlapping Community Detection in VCoP using Topic Models.
Proceedings of the Advances in Knowledge-Based and Intelligent Information and Engineering Systems, 2012

2011
Finding Representative Web Pages Based on a SOM and a Reverse Cluster Analysis.
Int. J. Artif. Intell. Tools, 2011

Special issue on semantic information and engineering systems.
Eng. Appl. Artif. Intell., 2011

A Text Similarity Meta-Search Engine Based on Document Fingerprints and Search Results Records.
Proceedings of the 2011 IEEE/WIC/ACM International Conference on Web Intelligence, 2011

Outlier-Based Approaches for Intrinsic and External Plagiarism Detection.
Proceedings of the Knowlege-Based and Intelligent Information and Engineering Systems, 2011

An automatic text comprehension classifier based on mental models and latent semantic features.
Proceedings of the I-KNOW 2011, 2011

Leveraging Social Network Analysis with Topic Models and the Semantic Web.
Proceedings of the 2011 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology, 2011

Enhancing Community Discovery and Characterization in VCoP Using Topic Models.
Proceedings of the 2011 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology, 2011

Approaches for Intrinsic and External Plagiarism Detection - Notebook for PAN at CLEF 2011.
Proceedings of the CLEF 2011 Labs and Workshop, 2011

2010
Topic-based social network analysis for virtual communities of interests in the dark web.
SIGKDD Explor., 2010

Hypergeometric Language Model and Zipf-Like Scoring Function for Web Document Similarity Retrieval.
Proceedings of the String Processing and Information Retrieval, 2010

Finding Inner Copy Communities Using Social Network Analysis.
Proceedings of the Knowledge-Based and Intelligent Information and Engineering Systems, 2010

DOCODE-Lite: A Meta-Search Engine for Document Similarity Retrieval.
Proceedings of the Knowledge-Based and Intelligent Information and Engineering Systems, 2010

Enhancing Social Network Analysis with a Concept-Based Text Mining Approach to Discover Key Members on a Virtual Community of Practice.
Proceedings of the Knowledge-Based and Intelligent Information and Engineering Systems, 2010

Latent semantic analysis and keyword extraction for phishing classification.
Proceedings of the IEEE International Conference on Intelligence and Security Informatics, 2010

FastDocode: Finding Approximated Segments of N-Grams for Document Copy Detection - Lab Report for PAN at CLEF 2010.
Proceedings of the CLEF 2010 LABs and Workshops, 2010

2009
Virtual Communities of Practice's Purpose Evolution Analysis Using a Concept-Based Mining Approach.
Proceedings of the Knowledge-Based and Intelligent Information and Engineering Systems, 2009

2008
Semantic Web Usage Mining by a Concept-Based Approach for Off-line Web Site Enhancements.
Proceedings of the 2008 IEEE / WIC / ACM International Conference on Web Intelligence, 2008

2006
A hybrid system for concept-based web usage mining.
Int. J. Hybrid Intell. Syst., 2006

Improving Web Site Content Using a Concept-Based Knowledge Discovery Process.
Proceedings of the 2006 IEEE / WIC / ACM International Conference on Web Intelligence (WI 2006), 2006

Web Site Off-Line Structure Reconfiguration: A Web User Browsing Analysis.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2006

Conceptual Classification to Improve a Web Site Content.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2006

2005
Towards the Identification of Keywords in the Web Site Text Content: A Methodological Approach.
Int. J. Web Inf. Syst., 2005

Establishing Guidelines on How to Improve the Web Site Content Based on the Identification of Representative Pages.
Proceedings of the 2005 IEEE / WIC / ACM International Conference on Web Intelligence (WI 2005), 2005

Improving the web text content by extracting significant pages into a Web Site.
Proceedings of the Fifth International Conference on Intelligent Systems Design and Applications (ISDA 2005), 2005

Using SOFM to Improve Web Site Text Content.
Proceedings of the Advances in Natural Computation, First International Conference, 2005

Web Site Improvements Based on Representative Pages Identification.
Proceedings of the AI 2005: Advances in Artificial Intelligence, 2005

2004
Identifying Keywords to Improve a Web Site Text Content.
Proceedings of the iiWAS'2004, 2004


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