Biclustering of Expression Microarray Data with Topic Models. - Manuele Bicego; Pietro Lovato; Alberto Ferrarini; Massimo Delledonne (ICPR, 2010)

Biologically-aware Latent Dirichlet Allocation (BaLDA) for the Classification of Expression Microarray. - Alessandro Perina; Pietro Lovato; Vittorio Murino; Manuele Bicego (PRIB, 2010)

Expression microarray classification using topic models. - Manuele Bicego; Pietro Lovato; Barbara Oliboni; Alessandro Perina (SAC, 2010)

Microarray System - A System for Managing Data Produced by DNA-microarray Experiments. - Alberto Calvi; Pietro Lovato; Simone Marchesini; Barbara Oliboni; Massimo Delledonne; Alberto Ferrarini (BIOINFORMATICS, 2011)

A Comparison on Score Spaces for Expression Microarray Data Classification. - Alessandro Perina; Pietro Lovato; Marco Cristani; Manuele Bicego (PRIB, 2011)

Tell Me What You Like and I'll Tell You What You Are: Discriminating Visual Preferences on Flickr Data. - Pietro Lovato; Alessandro Perina; Nicu Sebe; Omar Zandonà; Alessio Montagnini; Manuele Bicego; Marco Cristani (ACCV (1), 2012)

2D shape recognition using biological sequence alignment tools. - Manuele Bicego; Pietro Lovato (ICPR, 2012)

2D Shapes Classification Using BLAST. - Pietro Lovato; Manuele Bicego (SSPR/SPR, 2012)

Feature Selection Using Counting Grids: Application to Microarray Data. - Pietro Lovato; Manuele Bicego; Marco Cristani; Nebojsa Jojic; Alessandro Perina (SSPR/SPR, 2012)

Investigating Topic Models' Capabilities in Expression Microarray Data Classification. - Manuele Bicego; Pietro Lovato; Alessandro Perina; Marianna Fasoli; Massimo Delledonne; Mario Pezzotti; Annalisa Polverari; Vittorio Murino (IEEE ACM Trans. Comput. Biol. Bioinform., 2012)

We like it! Mapping image preferences on the counting grid. - Pietro Lovato; Alessandro Perina; Dong Seon Cheng; Cristina Segalin; Nicu Sebe; Marco Cristani (ICIP, 2013)

S-BLOSUM: Classification of 2D Shapes with Biological Sequence Alignment. - Pietro Lovato; Alessio Milanese; Cesare Centomo; Alejandro Giorgetti; Manuele Bicego (ICPR, 2014)

Bags of Words Models of Epitope Sets: HIV Viral Load Regression with Counting Grids. - Alessandro Perina; Pietro Lovato; Nebojsa Jojic (Pacific Symposium on Biocomputing, 2014)

Faved! Biometrics: Tell Me Which Image You Like and I'll Tell You Who You Are. - Pietro Lovato; Manuele Bicego; Cristina Segalin; Alessandro Perina; Nicu Sebe; Marco Cristani (IEEE Trans. Inf. Forensics Secur., 2014)

Robust Initialization for Learning Latent Dirichlet Allocation. - Pietro Lovato; Manuele Bicego; Vittorio Murino; Alessandro Perina (SIMBAD, 2015)

A Multimodal Approach for Protein Remote Homology Detection. - Pietro Lovato; Alejandro Giorgetti; Manuele Bicego (IEEE ACM Trans. Comput. Biol. Bioinform., 2015)

Enriched Bag of Words for Protein Remote Homology Detection. - Andrea Cucci; Pietro Lovato; Manuele Bicego (S+SSPR, 2016)

Traveling on discrete embeddings of gene expression. - Pietro Lovato; Manuele Bicego; Maria Kesa; Nebojsa Jojic; Vittorio Murino; Alessandro Perina (Artif. Intell. Medicine, 2016)

A bioinformatics approach to 2D shape classification. - Manuele Bicego; Pietro Lovato (Comput. Vis. Image Underst., 2016)

Soft Ngram Representation and Modeling for Protein Remote Homology Detection. - Pietro Lovato; Marco Cristani; Manuele Bicego (IEEE ACM Trans. Comput. Biol. Bioinform., 2017)

Mining NMR Spectroscopy Using Topic Models. - Manuele Bicego; Pietro Lovato; Marco DeBona; Flavia Guzzo; Michael Assfalg (ICPR, 2018)

From Web to Physical and Back: WP User Profiling with Deep Learning. - Christian Joppi; Pietro Lovato; Marco Cristani; Gloria Menegaz (ICWE Workshops, 2018)

Protein Remote Homology Detection Using Dissimilarity-Based Multiple Instance Learning. - Antonella Mensi; Manuele Bicego; Pietro Lovato; Marco Loog; David M. J. Tax (S+SSPR, 2018)

A dissimilarity-based multiple instance learning approach for protein remote homology detection. - Antonella Mensi; Manuele Bicego; Pietro Lovato; Marco Loog; David M. J. Tax (Pattern Recognit. Lett., 2019)