Brian C. Franczak

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 8

Top Topics

Mixture Distributions

Unsupervised Learning

Dirichlet Distribution

Heavy Tailed Distributions

Top Venues

Pattern Recognit. Lett.

J. Cheminformatics

J. Stat. Softw.

Publications

Cristina Tortora, Brian C. Franczak, Luca Bagnato, Antonio Punzo
A Laplace-based model with flexible tail behavior. Comput. Stat. Data Anal. 192 (2024)
Paul McLaughlin, Brian C. Franczak, Adam B. Kashlak
Unsupervised Classification with a Family of Parsimonious Contaminated Shifted Asymmetric Laplace Mixtures. J. Classif. 41 (1) (2024)
Cristina Tortora, Ryan P. Browne, Aisha Elsherbiny, Brian C. Franczak, Paul D. McNicholas
Model-Based Clustering, Classification, and Discriminant Analysis Using the Generalized Hyperbolic Distribution: MixGHD R package. J. Stat. Softw. 98 (1) (2021)
Cristina Tortora, Brian C. Franczak, Ryan P. Browne, Paul D. McNicholas
A Mixture of Coalesced Generalized Hyperbolic Distributions. J. Classif. 36 (1) (2019)
Angelina Pesevski, Brian C. Franczak, Paul D. McNicholas
distribution. Pattern Recognit. Lett. 112 (2018)
Michael A. Skinnider, Chris A. Dejong, Brian C. Franczak, Paul D. McNicholas, Nathan A. Magarvey
Comparative analysis of chemical similarity methods for modular natural products with a hypothetical structure enumeration algorithm. J. Cheminformatics 9 (1) (2017)
Brian C. Franczak, Cristina Tortora, Ryan P. Browne, Paul D. McNicholas
Corrigendum to "Unsupervised learning via mixtures of skewed distributions with hypercube contours" [Pattern Recognition Letters. 58(1), 69-76]. Pattern Recognit. Lett. 62 (2015)
Brian C. Franczak, Cristina Tortora, Ryan P. Browne, Paul D. McNicholas
Unsupervised learning via mixtures of skewed distributions with hypercube contours. Pattern Recognit. Lett. 58 (2015)
Brian C. Franczak, Ryan P. Browne, Paul D. McNicholas
Mixtures of Shifted AsymmetricLaplace Distributions. IEEE Trans. Pattern Anal. Mach. Intell. 36 (6) (2014)