Towards scalable support vector machines using squashing. - Dmitry Pavlov; Darya Chudova; Padhraic Smyth (KDD, 2000)

Pattern discovery in sequences under a Markov assumption. - Darya Chudova; Padhraic Smyth (KDD, 2002)

Translation-invariant mixture models for curve clustering. - Darya Chudova; Scott Gaffney; Eric Mjolsness; Padhraic Smyth (KDD, 2003)

Gene Expression Clustering with Functional Mixture Models. - Darya Chudova; Christopher E. Hart; Eric Mjolsness; Padhraic Smyth (NIPS, 2003)

Probabilistic Models For Joint Clustering And Time-Warping Of Multidimensional Curves. - Darya Chudova; Scott Gaffney; Padhraic Smyth (UAI, 2003)

Analysis of Pattern Discovery in Sequences Using a Bayes Error Framework. - Darya Chudova; Padhraic Smyth (Data Min. Knowl. Discov., 2003)

Identification of hair cycle-associated genes from time-course gene expression profile data by using replicate variance. - Kevin K. Lin; Darya Chudova; G. Wesley Hatfield; Padhraic Smyth; Bogi Andersen (Proc. Natl. Acad. Sci. USA, 2004)

Bayesian detection of non-sinusoidal periodic patterns in circadian expression data. - Darya Chudova; Alexander Ihler; Kevin K. Lin; Bogi Andersen; Padhraic Smyth (Bioinform., 2009)