Orthogonal Mixture of Hidden Markov Models. - Negar Safinianaini; Camila P. E. de Souza; Henrik Boström; Jens Lagergren (ECML/PKDD (1), 2020)

Energy Disaggregation using Multilabel Binarization and Gaussian Naive Bayes Classifier. - Patrick Adjei; Nittin S. Sethi; Camila P. E. de Souza; Miriam A. M. Capretz (UEMCON, 2020)

Epiclomal: Probabilistic clustering of sparse single-cell DNA methylation data. - Camila P. E. de Souza; Mirela Andronescu; Tehmina Masud; Farhia Kabeer; Justina Biele; Emma Laks; Daniel Lai; Patricia Ye; Jazmine Brimhall; Beixi Wang; Edmund Su; Tony Hui; et al. (PLoS Comput. Biol., 2020)

SomaticSiMu: a mutational signature simulator. - David Chen; Gurjit S. Randhawa; Maximillian P. M. Soltysiak; Camila P. E. de Souza; Lila Kari; Shiva M. Singh; Kathleen A. Hill (Bioinform., 2022)

CopyMix: Mixture model based single-cell clustering and copy number profiling using variational inference. - Negar Safinianaini; Camila P. E. de Souza; Andrew Roth; Hazal Koptagel; Hosein Toosi; Jens Lagergren (Comput. Biol. Chem., 2024)

Variational Bayesian analysis of survival data using a log-logistic accelerated failure time model. - Chengqian Xian; Camila P. E. de Souza; Wenqing He; Felipe F. Rodrigues; Renfang Tian (Stat. Comput., 2024)

Parameter estimation for grouped data using EM and MCEM algorithms. - Zahra AghahosseinaliShirazi; João Pedro A. R. da Silva; Camila P. E. de Souza (Commun. Stat. Simul. Comput., 2024)