Geometric invariants for classificationof cortical sulci. - Monica K. Hurdal; Juan B. Gutierrez; Christian Laing; Aaron D. Kline; Deborah A. Smith (ICIP, 2008)

Shape analysis for automated sulcal classification and parcellation of MRI data. - Monica K. Hurdal; Juan B. Gutierrez; Christian Laing; Deborah A. Smith (J. Comb. Optim., 2008)

A comprehensive investigation and comparison of Machine Learning Techniques in the domain of heart disease. - Seyed Amin Pouriyeh; Sara Vahid; Giovanna Sannino; Giuseppe De Pietro; Hamid R. Arabnia; Juan B. Gutierrez (ISCC, 2017)

Text Summarization Techniques: A Brief Survey. - Mehdi Allahyari; Seyed Amin Pouriyeh; Mehdi Assefi; Saeid Safaei; Elizabeth D. Trippe; Juan B. Gutierrez; Krys J. Kochut (CoRR, 2017)

A Brief Survey of Text Mining: Classification, Clustering and Extraction Techniques. - Mehdi Allahyari; Seyed Amin Pouriyeh; Mehdi Assefi; Saied Safaei; Elizabeth D. Trippe; Juan B. Gutierrez; Krys J. Kochut (CoRR, 2017)

The SWAG Algorithm; a Mathematical Approach that Outperforms Traditional Deep Learning. Theory and Implementation. - Saeid Safaei; Vahid Safaei; Solmazi Safaei; Zerotti Woods; Hamid R. Arabnia; Juan B. Gutierrez (CoRR, 2018)

In silico identification of potential inhibitors against human 2'-5'- oligoadenylate synthetase (OAS) proteins. - Karen J. Gonzalez; Diego M. Moncada-Giraldo; Juan B. Gutierrez (Comput. Biol. Chem., 2020)

Practical Recommendations for Supporting a Systems Biology Cyberinfrastructure. - Jeremy D. DeBarry; Jessica C. Kissinger; Mustafa V. Nural; Suman B. Pakala; Jay C. Humphrey; Esmeralda V. S. Meyer; Regina Joice Cordy; Monica Cabrera-Mora; Elizabeth D. Trippe; Jacob B. Aguilar; Ebru Karpuzoglu; Yi H. Yan; et al. (Data Sci. J., 2020)

SWAG: A Novel Neural Network Architecture Leveraging Polynomial Activation Functions for Enhanced Deep Learning Efficiency. - Saeid Safaei; Zerotti Woods; Khaled Rasheed; Thiab R. Taha; Vahid Safaei; Juan B. Gutierrez; Hamid R. Arabnia (IEEE Access, 2024)

A Mathematical Theory of Discursive Networks. - Juan B. Gutierrez (CoRR, 2025)