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Group-Wise Shrinkage Estimation in Penalized Model-Based Clustering

Journal of classification, 2022-11, Vol.39 (3), p.648-674

2022

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Correction to: A two-stage Bayesian semiparametricmodel for novelty detection with robust prior information

Statistics and computing, 2022-02, Vol.32 (1), Article 18

2022

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A two-stage Bayesian semiparametric model for novelty detection with robust prior information

Statistics and computing, 2021-07, Vol.31 (4), Article 42

2021

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Variational inference for semiparametric Bayesian novelty detection in large datasets

Advances in data analysis and classification, 2024-09, Vol.18 (3), p.681-703

2024

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A robust approach to model-based classification based on trimming and constraints

Advances in data analysis and classification, 2020-01, Vol.14 (2), p.1-28

2020

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Parameter Choice, Stability and Validity for Robust Cluster Weighted Modeling

Stats (Basel, Switzerland), 2021-09, Vol.4 (3), p.602-615

2021

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Anomaly and Novelty detection for robust semi-supervised learning

Statistics and computing, 2020-09, Vol.30 (5), p.1545-1571

2020

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A general framework for penalized mixed-effects multitask learning with applications on DNA methylation surrogate biomarkers creation

The annals of applied statistics, 2023-12, Vol.17 (4)

2023

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Robust variable selection for model-based learning in presence of adulteration

Computational statistics & data analysis, 2021-06, Vol.158, p.107186, Article 107186

2021

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Robust variable selection in the framework of classification with label noise and outliers: Applications to spectroscopic data in agri-food

Analytica chimica acta, 2021-04, Vol.1153, p.338245-338245, Article 338245

2021

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A robust approach to model-based classification based on trimming and constraints: Semi-supervised learning in presence of outliers and label noise

Advances in data analysis and classification, 2020-06, Vol.14 (2), p.327-354

2020

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Graphical and Computational Tools to Guide Parameter Choice for the Cluster Weighted Robust Model

Journal of computational and graphical statistics, 2023-07, Vol.32 (3), p.1195-1214

2023

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Penalized Model-Based Clustering with Group-Dependent Shrinkage Estimation

Building Bridges Between Soft and Statistical Methodologies for Data Science, 2022, Vol.1433, p.73-78

2022

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A blood DNA methylation biomarker for predicting short-term risk of cardiovascular events

Clinical epigenetics, 2022-09, Vol.14 (1), p.121, Article 121

2022

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Monitoring Tools in Robust CWM for the Analysis of Crime Data

Building Bridges Between Soft and Statistical Methodologies for Data Science, 2022, Vol.1433, p.65-72

2022

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An Object Oriented Approach to Multimodal Imaging Data in Neuroscience

Studies in Neural Data Science, 2018, Vol.257, p.57-73

2018

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Detecting Wine Adulterations Employing Robust Mixture of Factor Analyzers

Statistical Learning of Complex Data, 2019, p.13-21

2019

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Robust Model-Based Learning to Discover New Wheat Varieties and Discriminate Adulterated Kernels in X-Ray Images

Statistical Learning and Modeling in Data Analysis, 2021, p.29-36

2021

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Joint kinematics estimate using wearable inertial and magnetic sensing modules

Gait & posture, 2008-11, Vol.28 (4), p.588-595

2008

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An optimized protocol for hip joint centre determination using the functional method

Journal of biomechanics, 2006-01, Vol.39 (6), p.1096-1106

2006

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A spot check for assessing static orientation consistency of inertial and magnetic sensing units

Gait & posture, 2011-03, Vol.33 (3), p.373-378

2011

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A hip joint kinematics driven model for the generation of realistic thigh soft tissue artefacts

Journal of biomechanics, 2013-02, Vol.46 (3), p.625-630

2013

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Historic foraging ecology of the endangered Lahille's bottlenose dolphin (Tursiops truncatus gephyreus) inferred by stable isotopes

Estuarine, coastal and shelf science, 2021-09, Vol.258, p.107393, Article 107393

2021

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Occurrence and anthropogenic-derived mortality of humpback whales (Megaptera novaeangliae) along the northern coast of Argentina, 2003-2021

New Zealand journal of marine and freshwater research, 2024-01, Vol.58 (1), p.73-88

2024

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Group-Wise Shrinkage Estimation in Penalized Model-Based Clustering

Correction to: A two-stage Bayesian semiparametricmodel for novelty detection with robust prior information

A two-stage Bayesian semiparametric model for novelty detection with robust prior information

Variational inference for semiparametric Bayesian novelty detection in large datasets

A robust approach to model-based classification based on trimming and constraints

Parameter Choice, Stability and Validity for Robust Cluster Weighted Modeling

Anomaly and Novelty detection for robust semi-supervised learning

A general framework for penalized mixed-effects multitask learning with applications on DNA methylation surrogate biomarkers creation

Robust variable selection for model-based learning in presence of adulteration

Robust variable selection in the framework of classification with label noise and outliers: Applications to spectroscopic data in agri-food

A robust approach to model-based classification based on trimming and constraints: Semi-supervised learning in presence of outliers and label noise

Graphical and Computational Tools to Guide Parameter Choice for the Cluster Weighted Robust Model

Penalized Model-Based Clustering with Group-Dependent Shrinkage Estimation

A blood DNA methylation biomarker for predicting short-term risk of cardiovascular events

Monitoring Tools in Robust CWM for the Analysis of Crime Data

An Object Oriented Approach to Multimodal Imaging Data in Neuroscience

Detecting Wine Adulterations Employing Robust Mixture of Factor Analyzers

Robust Model-Based Learning to Discover New Wheat Varieties and Discriminate Adulterated Kernels in X-Ray Images

Joint kinematics estimate using wearable inertial and magnetic sensing modules

SIAMOC position paper on gait analysis in clinical practice: General requirements, methods and appropriateness. Results of an Italian consensus conference

An optimized protocol for hip joint centre determination using the functional method

A spot check for assessing static orientation consistency of inertial and magnetic sensing units

A hip joint kinematics driven model for the generation of realistic thigh soft tissue artefacts

Historic foraging ecology of the endangered Lahille's bottlenose dolphin (Tursiops truncatus gephyreus) inferred by stable isotopes

Occurrence and anthropogenic-derived mortality of humpback whales (Megaptera novaeangliae) along the northern coast of Argentina, 2003-2021

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