Cristina Tortora

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 11

Top Topics

Mixture Distributions

Supervised Learning

Heavy Tailed Distributions

Top Venues

Adv. Data Anal. Classif.

Pattern Recognit. Lett.

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)
Cristina Tortora, Francesco Palumbo
Clustering mixed-type data using a probabilistic distance algorithm. Appl. Soft Comput. 130 (2022)
Hung Tong, Cristina Tortora
Model-based clustering and outlier detection with missing data. Adv. Data Anal. Classif. 16 (1) (2022)
Jeremy Walker, Cristian Poliziani, Cristina Tortora, Joerg Schweizer, Federico Rupi
Nonparametric Regression Analysis of Cyclist Waiting Times across Three Behavioral Typologies. ISPRS Int. J. Geo Inf. 11 (3) (2022)
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, Paul D. McNicholas, Francesco Palumbo
A Probabilistic Distance Clustering Algorithm Using Gaussian and Student-t Multivariate Density Distributions. SN Comput. Sci. 1 (1) (2020)
Cristina Tortora, Brian C. Franczak, Ryan P. Browne, Paul D. McNicholas
A Mixture of Coalesced Generalized Hyperbolic Distributions. J. Classif. 36 (1) (2019)
Cristina Tortora, Paul D. McNicholas, Ryan P. Browne
A mixture of generalized hyperbolic factor analyzers. Adv. Data Anal. Classif. 10 (4) (2016)
Cristina Tortora, Mireille Gettler-Summa, Marina Marino, Francesco Palumbo
Factor probabilistic distance clustering (FPDC): a new clustering method. Adv. Data Anal. Classif. 10 (4) (2016)
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)