Matheus Araújo

According to our database, Matheus Araújo authored at least 22 papers between 2013 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Maiby's Algorithm: A Two-Stage Deep Learning Approach for Murmur Detection in Mel Spectrograms for Automatic Auscultation of Congenital Heart Disease.

Matheus Araújo, Dewen Zeng, João Palotti, Xirong Xi, Yiyu Shi, Lee Pyles, Quan Ni

Proceedings of the Computing in Cardiology, 2022

2021

Using Deep Learning for Individual-Level Predictions of Adherence with Growth Hormone Therapy.

Matheus Araújo, Paula van Dommelen, Ekaterina Koledova, Jaideep Srivastava

Proceedings of the Public Health and Informatics, 2021

A Data-Driven Intervention Framework for Improving Adherence to Growth Hormone Therapy Based on Clustering Analysis and Traffic Light Alerting Systems.

Matheus Araújo, Paula van Dommelen, Jaideep Srivastava, Ekaterina Koledova

Proceedings of the Applying the FAIR Principles to Accelerate Health Research in Europe in the Post COVID-19 Era, 2021

Defining and Monitoring Patient Clusters Based on Therapy Adherence in Sleep Apnea Management.

Mourya Karan Reddy Baddam, Matheus Araújo, Jaideep Srivastava

Proceedings of the 34th IEEE International Symposium on Computer-Based Medical Systems, 2021

Facilitating CPAP Adherence with Personalized Recommendations Using Artificial Neural Networks.

Matheus Araújo, Tara Pereira, Jaideep Srivastava, Conrad Iber

Proceedings of the 34th IEEE International Symposium on Computer-Based Medical Systems, 2021

2020

A comparative study of machine translation for multilingual sentence-level sentiment analysis.

Matheus Araújo, Adriano C. M. Pereira, Fabrício Benevenuto

Inf. Sci., 2020

2019

A Data-Driven Approach for Continuous Adherence Predictions in Sleep Apnea Therapy Management.

Matheus Araújo, Louis Kazaglis, Conrad Iber, Jaideep Srivastava

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

2018

ML Approach for Early Detection of Sleep Apnea Treatment Abandonment: A Case Study.

Matheus Araújo, Rahul Bhojwani, Jaideep Srivastava, Louis Kazaglis, Conrad Iber

Proceedings of the 2018 International Conference on Digital Health, 2018

Visualizing Geo-Demographic Urban Data.

Matheus Araújo, Yelena Mejova, Michaël Aupetit, Ingmar Weber

Proceedings of the Companion of the 2018 ACM Conference on Computer Supported Cooperative Work and Social Computing, 2018

2017

An evaluation of sentiment analysis for mobile devices.

Johnnatan Messias, João Paulo Diniz, Elias Soares, Miller Ferreira, Matheus Araújo, Lucas Bastos, Manoel Miranda, Fabrício Benevenuto

Soc. Netw. Anal. Min., 2017

Using Facebook Ads Audiences for Global Lifestyle Disease Surveillance: Promises and Limitations.

Matheus Araújo, Yelena Mejova, Ingmar Weber, Fabrício Benevenuto

Proceedings of the 2017 ACM on Web Science Conference, 2017

Visualizing Health Awareness in the Middle East.

Matheus Lima Diniz Araújo, Yelena Mejova, Michaël Aupetit, Ingmar Weber

Proceedings of the Eleventh International Conference on Web and Social Media, 2017

2016

SentiBench - a benchmark comparison of state-of-the-practice sentiment analysis methods.

Filipe N. Ribeiro, Matheus Araújo, Pollyanna Gonçalves, Marcos André Gonçalves, Fabrício Benevenuto

EPJ Data Sci., 2016

Emotional Fingerprint from Authors in Classical Literature.

Matheus Lima Diniz Araújo, Iuro B. P. Nascimento, Gustavo Caetano Rafael, Raquel Cardoso de Melo Minardi, Fabrício Benevenuto

Proceedings of the 22nd Brazilian Symposium on Multimedia and the Web, 2016

An evaluation of machine translation for multilingual sentence-level sentiment analysis.

Matheus Araújo, Júlio Cesar dos Reis, Adriano C. M. Pereira, Fabrício Benevenuto

Proceedings of the 31st Annual ACM Symposium on Applied Computing, 2016

iFeel 2.0: A Multilingual Benchmarking System for Sentence-Level Sentiment Analysis.

Matheus Lima Diniz Araújo, João Paulo Diniz, Lucas Bastos, Elias Soares, Manoel Junior, Miller Ferreira, Filipe Nunes Ribeiro, Fabrício Benevenuto

Proceedings of the Tenth International Conference on Web and Social Media, 2016

Towards sentiment analysis for mobile devices.

Johnnatan Messias, João Paulo Diniz, Elias Soares, Miller Ferreira, Matheus Araújo, Lucas Bastos, Manoel Miranda, Fabrício Benevenuto

Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2016

2015

A Benchmark Comparison of State-of-the-Practice Sentiment Analysis Methods.

Filipe Nunes Ribeiro, Matheus Araújo, Pollyanna Gonçalves, Fabrício Benevenuto, Marcos André Gonçalves

CoRR, 2015

Sentiment Analysis Methods for Social Media.

Fabrício Benevenuto, Matheus Araújo, Filipe Nunes Ribeiro

Proceedings of the 21st Brazilian Symposium on Multimedia and the Web, 2015

2014

iFeel: a system that compares and combines sentiment analysis methods.

Matheus Araújo, Pollyanna Gonçalves, Meeyoung Cha, Fabrício Benevenuto

Proceedings of the 23rd International World Wide Web Conference, 2014

2013

Measuring sentiments in online social networks.

Matheus Araújo, Pollyanna Gonçalves, Fabrício Benevenuto

Proceedings of the 19th Brazilian Symposium on Multimedia and the Web, 2013

Comparing and combining sentiment analysis methods.

Pollyanna Gonçalves, Matheus Araújo, Fabrício Benevenuto, Meeyoung Cha

Proceedings of the Conference on Online Social Networks, 2013