Rosangela Helena Loschi

According to our database, Rosangela Helena Loschi authored at least 15 papers between 2002 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2021

Dynamic linear degradation model: Dealing with heterogeneity in degradation paths.

Guilherme A. Veloso, Rosangela Helena Loschi

Reliab. Eng. Syst. Saf., 2021

2020

Semi-parametric Bayesian models for heterogeneous degradation data: An application to laser data.

Cristiano C. Santos, Rosangela Helena Loschi

Reliab. Eng. Syst. Saf., 2020

2019

Bayesian Space-Time Partitioning by Sampling and Pruning Spanning Trees.

Leonardo Vilela Teixeira, Renato M. Assunção, Rosangela Helena Loschi

J. Mach. Learn. Res., 2019

2018

Skew-Heavy-Tailed Degradation Models: An Application to Train Wheel Degradation.

Rivert P. Braga Oliveira, Rosangela Helena Loschi, Marta A. Freitas

IEEE Trans. Reliab., 2018

2015

A Generative Spatial Clustering Model for Random Data through Spanning Trees.

Leonardo Vilela Teixeira, Renato Martins Assunção, Rosangela Helena Loschi

Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

2014

Detecting changes in time series: A product partition model with across-cluster correlation.

Jacqueline A. Ferreira, Rosangela Helena Loschi, Marcelo A. Costa

Signal Process., 2014

2011

Bayesian and Classical Approaches for Hypotheses Testing in Trisomies.

Gustavo H. M. A. Rocha, Rosangela Helena Loschi, Glaura C. Franco

Commun. Stat. Simul. Comput., 2011

Incipient fault detection in induction machine stator-winding using a fuzzy-Bayesian change point detection approach.

Marcos F. S. V. D'Angelo, Reinaldo M. Palhares, Ricardo H. C. Takahashi, Rosangela Helena Loschi, Lane Maria Rabelo Baccarini, Walmir M. Caminhas

Appl. Soft Comput., 2011

2009

Shape mixtures of multivariate skew-normal distributions.

Reinaldo Boris Arellano-Valle, Marc G. Genton, Rosangela Helena Loschi

J. Multivar. Anal., 2009

2008

A note on Bayesian identification of change points in data sequences.

Rosangela Helena Loschi, Frederico R. B. Cruz, Ricardo H. C. Takahashi, Pilar Loreto Iglesias, Reinaldo Boris Arellano-Valle, James MacGregor Smith

Comput. Oper. Res., 2008

2007

Full predictivistic modeling of stock market data: Application to change point problems.

Rosangela Helena Loschi, Pilar Loreto Iglesias, Reinaldo Boris Arellano-Valle, Frederico R. B. Cruz

Eur. J. Oper. Res., 2007

2005

Extension to the product partition model: computing the probability of a change.

Rosangela Helena Loschi, Frederico R. B. Cruz

Comput. Stat. Data Anal., 2005

Bayesian Identification of Multiple Change Points in Poisson Data.

Rosangela Helena Loschi, Frederico R. B. Cruz

Adv. Complex Syst., 2005

2003

A Gibbs sampling scheme to the product partition model: an application to change-point problems.

Rosangela Helena Loschi, Frederico R. B. Cruz, Pilar Loreto Iglesias, Reinaldo Boris Arellano-Valle

Comput. Oper. Res., 2003

2002

Applying the Product Partition Model to the Identification of Multiple Change Points.

Rosangela Helena Loschi, Frederico R. B. Cruz

Adv. Complex Syst., 2002