Infinite Hidden Markov Models and ISA Features for Unusual-Event Detection in Video. - Iulian Pruteanu-Malinici; Lawrence Carin (ICIP (5), 2007)

Infinite Hidden Markov Models for Unusual-Event Detection in Video. - Iulian Pruteanu-Malinici; Lawrence Carin (IEEE Trans. Image Process., 2008)

Hierarchical Bayesian Modeling of Topics in Time-Stamped Documents. - Iulian Pruteanu-Malinici; Lu Ren; John W. Paisley; Eric Wang; Lawrence Carin (IEEE Trans. Pattern Anal. Mach. Intell., 2010)

Automatic Annotation of Spatial Expression Patterns via Sparse Bayesian Factor Models. - Iulian Pruteanu-Malinici; Daniel L. Mace; Uwe Ohler (PLoS Comput. Biol., 2011)

Automated annotation of gene expression image sequences via non-parametric factor analysis and conditional random fields. - Iulian Pruteanu-Malinici; William H. Majoros; Uwe Ohler (Bioinform., 2013)