Cristina Tortora - researchr alias

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Viewing Publication 1 - 12 from 12

2024

A Laplace-based model with flexible tail behaviorCristina Tortora, Brian C. Franczak, Luca Bagnato, Antonio Punzo. csda, 192:107909, April 2024. [doi]

2022

Model-based clustering and outlier detection with missing dataHung Tong, Cristina Tortora. adac, 16(1):5-30, 2022. [doi]

Clustering mixed-type data using a probabilistic distance algorithmCristina Tortora, Francesco Palumbo. asc, 130:109704, 2022. [doi]

Nonparametric Regression Analysis of Cyclist Waiting Times across Three Behavioral TypologiesJeremy Walker, Cristian Poliziani, Cristina Tortora, Joerg Schweizer, Federico Rupi. ijgi, 11(3):169, 2022. [doi]

2021

Model-Based Clustering, Classification, and Discriminant Analysis Using the Generalized Hyperbolic Distribution: MixGHD R packageCristina Tortora, Ryan P. Browne, Aisha ElSherbiny, Brian C. Franczak, Paul D. McNicholas. jstatsoft, 98(1), 2021. [doi]

2020

A Probabilistic Distance Clustering Algorithm Using Gaussian and Student-t Multivariate Density DistributionsCristina Tortora, Paul D. McNicholas, Francesco Palumbo. sncs, 1(1):65, 2020. [doi]

2019

A Mixture of Coalesced Generalized Hyperbolic DistributionsCristina Tortora, Brian C. Franczak, Ryan P. Browne, Paul D. McNicholas. classification, 36(1):26-57, 2019. [doi]

2016

Factor probabilistic distance clustering (FPDC): a new clustering methodCristina Tortora, Mireille Gettler-Summa, Marina Marino, Francesco Palumbo. adac, 10(4):441-464, 2016. [doi]

A mixture of generalized hyperbolic factor analyzersCristina Tortora, Paul D. McNicholas, Ryan P. Browne. adac, 10(4):423-440, 2016. [doi]

2015

Unsupervised learning via mixtures of skewed distributions with hypercube contoursBrian C. Franczak, Cristina Tortora, Ryan P. Browne, Paul D. McNicholas. prl, 58:69-76, 2015. [doi]

Corrigendum to "Unsupervised learning via mixtures of skewed distributions with hypercube contours" [Pattern Recognition Letters. 58(1), 69-76]Brian C. Franczak, Cristina Tortora, Ryan P. Browne, Paul D. McNicholas. prl, 62:68, 2015. [doi]

2013

Factor PD-ClusteringCristina Tortora, Mireille Gettler-Summa, Francesco Palumbo. In Berthold Lausen, Dirk Van den Poel, Alfred Ultsch, editors, Algorithms from and for Nature and Life - Classification and Data Analysis. Studies in Classification, Data Analysis, and Knowledge Organization, pages 115-123, Springer, 2013. [doi]

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