Juan B. Gutierrez

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 7

Top Topics

Text Categorisation

Activation Function

Systems Biology

Top Venues

Comput. Biol. Chem.

Publications

Saeid Safaei, Zerotti Woods, Khaled Rasheed, Thiab R. Taha, Vahid Safaei, Juan B. Gutierrez, Hamid R. Arabnia
SWAG: A Novel Neural Network Architecture Leveraging Polynomial Activation Functions for Enhanced Deep Learning Efficiency. IEEE Access 12 (2024)
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
Practical Recommendations for Supporting a Systems Biology Cyberinfrastructure. Data Sci. J. 19 (2020)
Karen J. Gonzalez, Diego M. Moncada-Giraldo, Juan B. Gutierrez
identification of potential inhibitors against human 2'-5'- oligoadenylate synthetase (OAS) proteins. Comput. Biol. Chem. 85 (2020)
Saeid Safaei, Vahid Safaei, Solmazi Safaei, Zerotti Woods, Hamid R. Arabnia, Juan B. Gutierrez
The SWAG Algorithm; a Mathematical Approach that Outperforms Traditional Deep Learning. Theory and Implementation. CoRR (2018)
Mehdi Allahyari, Seyed Amin Pouriyeh, Mehdi Assefi, Saeid Safaei, Elizabeth D. Trippe, Juan B. Gutierrez, Krys J. Kochut
Text Summarization Techniques: A Brief Survey. CoRR (2017)
Mehdi Allahyari, Seyed Amin Pouriyeh, Mehdi Assefi, Saied Safaei, Elizabeth D. Trippe, Juan B. Gutierrez, Krys J. Kochut
A Brief Survey of Text Mining: Classification, Clustering and Extraction Techniques. CoRR (2017)
Seyed Amin Pouriyeh, Sara Vahid, Giovanna Sannino, Giuseppe De Pietro, Hamid R. Arabnia, Juan B. Gutierrez
A comprehensive investigation and comparison of Machine Learning Techniques in the domain of heart disease. ISCC (2017)
Monica K. Hurdal, Juan B. Gutierrez, Christian Laing, Aaron D. Kline, Deborah A. Smith
Geometric invariants for classificationof cortical sulci. ICIP (2008)
Monica K. Hurdal, Juan B. Gutierrez, Christian Laing, Deborah A. Smith
Shape analysis for automated sulcal classification and parcellation of MRI data. J. Comb. Optim. 15 (3) (2008)