Juan B. Gutierrez

According to our database, Juan B. Gutierrez authored at least 9 papers between 2008 and 2024.

Collaborative distances:

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

2024

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

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, Jessica A. Brady, Allison N. Hankus, Nicolas Lackman, Alan R. Gingle, Vishal Nayak, Alberto Moreno, Chester J. Joyner, Juan B. Gutierrez, Mary R. Galinski

Data Sci. J., 2020

<i>In silico</i> 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

2018

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

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

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 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

Proceedings of the 2017 IEEE Symposium on Computers and Communications, 2017

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

Geometric invariants for classificationof cortical sulci.

Monica K. Hurdal, Juan B. Gutierrez, Christian Laing, Aaron D. Kline, Deborah A. Smith

Proceedings of the International Conference on Image Processing, 2008