Applying the Product Partition Model to the Identification of Multiple Change Points. - Rosangela Helena Loschi; Frederico R. B. Cruz (Adv. Complex Syst., 2002)

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)

Bayesian Identification of Multiple Change Points in Poisson Data. - Rosangela Helena Loschi; Frederico R. B. Cruz (Adv. Complex Syst., 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)

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)

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)

Shape mixtures of multivariate skew-normal distributions. - Reinaldo Boris Arellano-Valle; Marc G. Genton; Rosangela Helena Loschi (J. Multivar. Anal., 2009)

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)

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)

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)

A Generative Spatial Clustering Model for Random Data through Spanning Trees. - Leonardo Vilela Teixeira; Renato Martins Assunção; Rosangela Helena Loschi (ICDM, 2015)

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)

Bayesian Space-Time Partitioning by Sampling and Pruning Spanning Trees. - Leonardo Vilela Teixeira; Renato M. Assunção; Rosangela Helena Loschi (J. Mach. Learn. Res., 2019)

Semi-parametric Bayesian models for heterogeneous degradation data: An application to laser data. - Cristiano C. Santos; Rosangela Helena Loschi (Reliab. Eng. Syst. Saf., 2020)

Dynamic linear degradation model: Dealing with heterogeneity in degradation paths. - Guilherme A. Veloso; Rosangela Helena Loschi (Reliab. Eng. Syst. Saf., 2021)

Leveraging Mobility Simulations with Realistic Origin-Destination Trajectory Filling. - Augusto C. S. A. Domingues; Fabrício A. Silva; Leticia Pinto; Rosangela Helena Loschi; Antonio A. F. Loureiro (MASCOTS, 2024)