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Building Bridges Between Soft and Statistical Methodologies for Data Science

1, 2022

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A bellboy robot: Study of the effects of robot behaviour on user engagement and comfort

International journal of human-computer studies, 2015-10, Vol.82, p.83-95

2015

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Optimizing legacy building operation: The evolution into data-driven predictive cyber-physical systems

Energy and buildings, 2017-08, Vol.148, p.257-279

2017

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Detection of Geometric Risk Factors Affecting Head-On Collisions through Multiple Logistic Regression: Improving Two-Way Rural Road Design via 2+1 Road Adaptation

International journal of environmental research and public health, 2021-06, Vol.18 (12), p.6598

2021

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A General Trimming Approach to Robust Cluster Analysis

The Annals of statistics, 2008-06, Vol.36 (3), p.1324-1345

2008

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Influence on the user's emotional state of the graphic complexity level in virtual therapies based on a robot-assisted neuro-rehabilitation platform

Computer methods and programs in biomedicine, 2020-07, Vol.190, p.105359-105359, Article 105359

2020

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ROBUST PRINCIPAL COMPONENT ANALYSIS BASED ON TRIMMING AROUND AFFINE SUBSPACES

Statistica Sinica, 2017-07, Vol.27 (3), p.1437-1459

2017

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review of robust clustering methods

Advances in data analysis and classification, 2010, Vol.4 (2-3), p.89-109

2010

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Eigenvalues and constraints in mixture modeling: geometric and computational issues

Advances in data analysis and classification, 2018-06, Vol.12 (2), p.203-233

2018

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The joint role of trimming and constraints in robust estimation for mixtures of Gaussian factor analyzers

Computational statistics & data analysis, 2016-07, Vol.99, p.131-147

2016

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Building Bridges between Soft and Statistical Methodologies for Data Science

2022

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Making Data Fair Through Optimal Trimmed Matching

Building Bridges Between Soft and Statistical Methodologies for Data Science, 2022, Vol.1433, p.194-199

2022

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A Central Limit Theorem for Multivariate Generalized Trimmed k-Means

The Annals of statistics, 1999-06, Vol.27 (3), p.1061-1079

1999

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Trimmed Spatio-Temporal Variogram Estimator

Building Bridges Between Soft and Statistical Methodologies for Data Science, 2022, Vol.1433, p.174-179

2022

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A Minimizing Problem of Distances Between Random Variables with Proportional Reversed Hazard Rate Functions

Building Bridges Between Soft and Statistical Methodologies for Data Science, 2022, Vol.1433, p.311-318

2022

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Note on Efron's Monotonicity Property Under Given Copula Structures

Building Bridges Between Soft and Statistical Methodologies for Data Science, 2022, Vol.1433, p.303-310

2022

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Copulas, Lower Probabilities and Random Sets: How and When to Apply Them?

Building Bridges Between Soft and Statistical Methodologies for Data Science, 2022, Vol.1433, p.271-278

2022

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Robustness Properties of k Means and Trimmed k Means

Journal of the American Statistical Association, 1999-09, Vol.94 (447), p.956

1999

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A proposal for robust curve clustering

Journal of classification, 2005-09, Vol.22 (2), p.185-201

2005

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On Convergence in Distribution of Fuzzy Random Variables

Building Bridges Between Soft and Statistical Methodologies for Data Science, 2022, Vol.1433, p.9-15

2022

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A Markov Kernel Approach to Multivariate Archimedean Copulas

Building Bridges Between Soft and Statistical Methodologies for Data Science, 2022, Vol.1433, p.224-230

2022

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Copula-Based Divergence Measures for Dependence Between Random Vectors

Building Bridges Between Soft and Statistical Methodologies for Data Science, 2022, Vol.1433, p.104-111

2022

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Robustness Properties of k Means and Trimmed k Means

Journal of the American Statistical Association, 1999-09, Vol.94 (447), p.956-969

1999

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Explaining Cautious Random Forests via Counterfactuals

Building Bridges Between Soft and Statistical Methodologies for Data Science, 2022, Vol.1433, p.390-397

2022

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Polytopes of Discrete Copulas and Applications

Building Bridges Between Soft and Statistical Methodologies for Data Science, 2022, Vol.1433, p.319-325

2022

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Building Bridges Between Soft and Statistical Methodologies for Data Science

A bellboy robot: Study of the effects of robot behaviour on user engagement and comfort

Optimizing legacy building operation: The evolution into data-driven predictive cyber-physical systems

Detection of Geometric Risk Factors Affecting Head-On Collisions through Multiple Logistic Regression: Improving Two-Way Rural Road Design via 2+1 Road Adaptation

A General Trimming Approach to Robust Cluster Analysis

Influence on the user's emotional state of the graphic complexity level in virtual therapies based on a robot-assisted neuro-rehabilitation platform

ROBUST PRINCIPAL COMPONENT ANALYSIS BASED ON TRIMMING AROUND AFFINE SUBSPACES

review of robust clustering methods

Eigenvalues and constraints in mixture modeling: geometric and computational issues

The joint role of trimming and constraints in robust estimation for mixtures of Gaussian factor analyzers

Building Bridges between Soft and Statistical Methodologies for Data Science

Making Data Fair Through Optimal Trimmed Matching

A Central Limit Theorem for Multivariate Generalized Trimmed k-Means

Trimmed Spatio-Temporal Variogram Estimator

A Minimizing Problem of Distances Between Random Variables with Proportional Reversed Hazard Rate Functions

Note on Efron's Monotonicity Property Under Given Copula Structures

Copulas, Lower Probabilities and Random Sets: How and When to Apply Them?

Robustness Properties of k Means and Trimmed k Means

A proposal for robust curve clustering

On Convergence in Distribution of Fuzzy Random Variables

A Markov Kernel Approach to Multivariate Archimedean Copulas

Copula-Based Divergence Measures for Dependence Between Random Vectors

Robustness Properties of k Means and Trimmed k Means

Explaining Cautious Random Forests via Counterfactuals

Polytopes of Discrete Copulas and Applications

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