Matheus Araújo, Ph.D.

"There is a difference between knowing the path & walking the path."

Morpheus, The Matrix

Contact

Click to see my email

Status

Ph.D in Computer Science from University of Minnesota.

Links:

Linkedin

Google Scholar

GitHub

Presentation Slides

Who is Matheus?

Dr. Matheus Araújo actively researches in the emerging area of Computer Science applied in Healthcare. In his interdisciplinary research, he addresses health-related problems applying top edge computer science solutions. This involves using medical and wearable devices as raw sources of information to build machine learning models, graphs, and time-series analysis. Matheus also contributed to the field of Sentiment Analysis and Social Computing.

"My goal is to transform people's life unquestionably better in an optimal way with the resources I have right now."

Interests

AI for Healthcare

Medical Therapy Adherence

Social Computing

Sentiment Analysis

Techniques

Applied Statistics

Time-series analysis

Machine Learning

Deep Learning

Data Visualization

Every child has a chance

Just check this amazing project

OHH About Us Video.mp4

Academic Degrees

  • Ph.D in Computer Science from University of Minnesota, USA. (Fall 2017 - Fall 2021)

    • Area: Applied Machine Learning on Health Informatics

    • Thesis: Predicting Therapy Adherence: A Machine Learning Approach

    • Advisor: Jaideep Srivastava

    • Thesis Defense: YouTube Link

  • Master's Degree in Computer Science at Federal University of Minas Gerais (UFMG, Brazil). (July 2015 - July 2017)

  • Sandwich graduation in Computer Science from Federal University of Minas Gerais and Michigan State University.

    • Lived in East Lansing, MI, EUA (2013/2-2014/2)

Publications

Here is a list of selected publications.

For more info check My Google Scholar

Industry Experience:

Teaching Experience

    • At University of Minnesota:

      • Lecturer of Introduction to Programming Concepts (CSCI 1133) [Fall 2020]. I loved this experience, and I'm proud that my students loved too: https://www.ratemyprofessors.com/ShowRatings.jsp?tid=2626883

      • TA of Introduction to Programming Concepts (CSCI 1133) [Spring 2019][Fall 2019]

      • TA of Practice of Database Systems (CSCI 4707) [Fall 2017][Spring 2018][Fall 2018]

    • At Federal University of Minas Gerais:

      • TA of Algorithms and Data Structures (DCC 003) [Spring 2016]

Grants and Sponsorship Awards

  • Industrial Student Support [ Jan-Aug 2020 ]

    • Company: INSPIRE MEDICAL SYSTEMS

    • Project Role: Data analysis and applied machine learning on sleep apnea therapy.

Systems Developed

Open Source Projects:

Used at:

As Publication Reviewer

  • 14th ACM Web Science Conference (2022)

  • Empirical Methods in Natural Language Processing - EMNLP (2021)

  • EPJ Data Science (2021)

  • International Journal of Web Based Communities (2021)

  • Data Science Journal (2021)

  • Data Technologies and Applications(2020)

  • Natural Language Engineering (2020)

  • Population Research and Policy Review (2020)

  • Language Resources and Evaluation(LREv) (2018-2019)

  • Int. J. of Information Technology and Decision Making (IJITDM) (2018)

Press Coverage

Sneak Peek: The Algorithm That Will Change Pediatric Cardiac Screening

How Artificial Intelligence Will Save Kids’ Hearts

International student TAs conquer language barriers

As máquinas sabem o que você faz. Agora querem saber o que você sente

Entrevista: Matheus Araújo, Pesquisador em Machine Learning

Erdos Number: 4

Matheus Araujo -> Ingmar Weber -> Zvi Lotker -> Noga Alon -> Paul Erdos

Mathematical Descendancy: Carl Friedrich Gauss

Matheus Araujo (2021*) -> Jaideep Srivastava (1988) -> Chittoor Vijayaraghavalu Ramamoorthy (1964) -> Donald Winston Tufts (1960) -> Norbert Wiener (1913) -> Karl Schmidt (1898) -> Paul Gerhard Natorp (1881) -> Hermann Cohen (1873) -> Friedrich Albert Lange (1851) - > Julius Plücker (1823) -> Christian Ludwig Gerling (1812) -> Carl Friedrich Gauß (1799)