- Knowledge Driven Variable Selection (KDVS) - a new approach to enrichment analysis of gene signatures obtained from high-throughput data, Grzegorz Zycinski, Annalisa Barla, Margherita Squillario, Tiziana Sanavia, Barbara Di Camillo, Alessandro Verri, Source Code for Biology and Medicine, 2013
- Discriminant functional gene groups identification with machine learning and prior knowledge, Grzegorz Zycinski, Margherita Squillario, Annalisa Barla, Tiziana Sanavia, Alessandro Verri, Barbara Di Camillo, Proc. ESANN 2012, 2012
- Effect of size and heterogeneity of samples on biomarker discovery: synthetic and real data assessment, Barbara Di Camillo, M Martini, Giuseppe Jurman, Tiziana Sanavia, F Sambo, Annalisa Barla, Margherita Squillario, Cesare Furlanello, Gianna Toffolo, Claudio Cobelli, Plos One, 2012
- A Machine Learning Pipeline For Discriminant Pathways Identification, Annalisa Barla, Giuseppe Jurman, Roberto Visintainer, Margherita Squillario, Michele Filosi, Samantha Riccadonna, Cesare Furlanello, LNCS/LNBI, 2012
- A machine learning pipeline for discriminant pathways identification, Annalisa Barla, Giuseppe Jurman, Roberto Visintainer, Margherita Squillario, Michele Filosi, Samantha Riccadonna, Cesare Furlanello, Proceedings of CIBB2011, 2011
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