Pietro Lovato

Publication Activity (10 Years)

Years Active: 2010-2019
Publications (10 Years): 8

Top Topics

Sequence Alignment

Multiple Instance

Remote Homology Detection

Top Venues

IEEE ACM Trans. Comput. Biol. Bioinform.

Publications

Antonella Mensi, Manuele Bicego, Pietro Lovato, Marco Loog, David M. J. Tax
A dissimilarity-based multiple instance learning approach for protein remote homology detection. Pattern Recognit. Lett. 128 (2019)
Christian Joppi, Pietro Lovato, Marco Cristani, Gloria Menegaz
From Web to Physical and Back: WP User Profiling with Deep Learning. ICWE Workshops (2018)
Manuele Bicego, Pietro Lovato, Marco DeBona, Flavia Guzzo, Michael Assfalg
Mining NMR Spectroscopy Using Topic Models. ICPR (2018)
Antonelli Mensi, Manuele Bicego, Pietro Lovato, Marco Loog, David M. J. Tax
Protein Remote Homology Detection Using Dissimilarity-Based Multiple Instance Learning. S+SSPR (2018)
Pietro Lovato, Marco Cristani, Manuele Bicego
Soft Ngram Representation and Modeling for Protein Remote Homology Detection. IEEE ACM Trans. Comput. Biol. Bioinform. 14 (6) (2017)
Andrea Cucci, Pietro Lovato, Manuele Bicego
Enriched Bag of Words for Protein Remote Homology Detection. S+SSPR (2016)
Manuele Bicego, Pietro Lovato
A bioinformatics approach to 2D shape classification. Comput. Vis. Image Underst. 145 (2016)
Pietro Lovato, Manuele Bicego, Maria Kesa, Nebojsa Jojic, Vittorio Murino, Alessandro Perina
Traveling on discrete embeddings of gene expression. Artif. Intell. Medicine 70 (2016)
Pietro Lovato, Manuele Bicego, Vittorio Murino, Alessandro Perina
Robust Initialization for Learning Latent Dirichlet Allocation. SIMBAD (2015)
Pietro Lovato, Alejandro Giorgetti, Manuele Bicego
A Multimodal Approach for Protein Remote Homology Detection. IEEE ACM Trans. Comput. Biol. Bioinform. 12 (5) (2015)
Pietro Lovato, Manuele Bicego, Cristina Segalin, Alessandro Perina, Nicu Sebe, Marco Cristani
Faved! Biometrics: Tell Me Which Image You Like and I'll Tell You Who You Are. IEEE Trans. Inf. Forensics Secur. 9 (3) (2014)
Alessandro Perina, Pietro Lovato, Nebojsa Jojic
Bags of Words Models of Epitope Sets: HIV Viral Load Regression with Counting Grids. Pacific Symposium on Biocomputing (2014)
Pietro Lovato, Alessio Milanese, Cesare Centomo, Alejandro Giorgetti, Manuele Bicego
S-BLOSUM: Classification of 2D Shapes with Biological Sequence Alignment. ICPR (2014)
Pietro Lovato, Alessandro Perina, Dong Seon Cheng, Cristina Segalin, Nicu Sebe, Marco Cristani
We like it! Mapping image preferences on the counting grid. ICIP (2013)
Pietro Lovato, Manuele Bicego
2D Shapes Classification Using BLAST. SSPR/SPR (2012)
Pietro Lovato, Manuele Bicego, Marco Cristani, Nebojsa Jojic, Alessandro Perina
Feature Selection Using Counting Grids: Application to Microarray Data. SSPR/SPR (2012)
Manuele Bicego, Pietro Lovato
2D shape recognition using biological sequence alignment tools. ICPR (2012)
Pietro Lovato, Alessandro Perina, Nicu Sebe, Omar Zandonà, Alessio Montagnini, Manuele Bicego, Marco Cristani
Tell Me What You Like and I'll Tell You What You Are: Discriminating Visual Preferences on Flickr Data. ACCV (1) (2012)
Manuele Bicego, Pietro Lovato, Alessandro Perina, Marianna Fasoli, Massimo Delledonne, Mario Pezzotti, Annalisa Polverari, Vittorio Murino
Investigating Topic Models' Capabilities in Expression Microarray Data Classification. IEEE ACM Trans. Comput. Biol. Bioinform. 9 (6) (2012)
Alberto Calvi, Pietro Lovato, Simone Marchesini, Barbara Oliboni, Massimo Delledonne, Alberto Ferrarini
Microarray System - A System for Managing Data Produced by DNA-microarray Experiments. BIOINFORMATICS (2011)
Alessandro Perina, Pietro Lovato, Marco Cristani, Manuele Bicego
A Comparison on Score Spaces for Expression Microarray Data Classification. PRIB (2011)
Manuele Bicego, Pietro Lovato, Alberto Ferrarini, Massimo Delledonne
Biclustering of Expression Microarray Data with Topic Models. ICPR (2010)
Alessandro Perina, Pietro Lovato, Vittorio Murino, Manuele Bicego
Biologically-aware Latent Dirichlet Allocation (BaLDA) for the Classification of Expression Microarray. PRIB (2010)
Manuele Bicego, Pietro Lovato, Barbara Oliboni, Alessandro Perina
Expression microarray classification using topic models. SAC (2010)