Factor-Based Framework for Multivariate and Multi-step-ahead Forecasting of Large Scale Time Series

by Jacopo De Stefani, Gianluca Bontempi
Published 2021-09-01

AST-MTL: An Attention-Based Multi-Task Learning Strategy for Traffic Forecasting

by Giovanni Buroni, Bertrand Lebichot, Gianluca Bontempi
Published 2021-01-01

Integrative Analysis with Monte Carlo Cross-Validation Reveals miRNAs Regulating Pathways Cross-Talk in Aggressive Breast Cancer

by Antonio Colaprico, Claudia Cava, Gloria Bertoli, Gianluca Bontempi, Isabella Castiglioni
Published 2015-01-01

Distributed Principal Component Analysis for Wireless Sensor Networks

by Gianluca Bontempi, Sylvain Raybaud, Yann-Aël Le Borgne
Published 2008-08-01

Integration of multiple networks and pathways identifies cancer driver genes in pan-cancer analysis

by Claudia Cava, Gloria Bertoli, Antonio Colaprico, Catharina Olsen, Gianluca Bontempi, Isabella Castiglioni
Published 2018-01-01

In-Silico Integration Approach to Identify a Key miRNA Regulating a Gene Network in Aggressive Prostate Cancer

by Claudia Cava, Gloria Bertoli, Antonio Colaprico, Gianluca Bontempi, Giancarlo Mauri, Isabella Castiglioni
Published 2018-03-01

Study of Meta-analysis strategies for network inference using information-theoretic approaches

by Ngoc C. Pham, Benjamin Haibe-Kains, Pau Bellot, Gianluca Bontempi, Patrick E. Meyer
Published 2017-05-01

Transfer Learning Strategies for Credit Card Fraud Detection

by Bertrand Lebichot, Theo Verhelst, Yann-Ael Le Borgne, Liyun He-Guelton, Frederic Oble, Gianluca Bontempi
Published 2021-01-01

TCGA Workflow: Analyze cancer genomics and epigenomics data using Bioconductor packages [version 2; referees: 1 approved, 2 approved with reservations]

by Tiago C. Silva, Antonio Colaprico, Catharina Olsen, Fulvio D'Angelo, Gianluca Bontempi, Michele Ceccarelli, Houtan Noushmehr
Published 2016-12-01

Using shRNA experiments to validate gene regulatory networks

by Catharina Olsen, Kathleen Fleming, Niall Prendergast, Renee Rubio, Frank Emmert-Streib, Gianluca Bontempi, John Quackenbush, Benjamin Haibe-Kains
Published 2015-06-01

New functionalities in the TCGAbiolinks package for the study and integration of cancer data from GDC and GTEx.

by Mohamed Mounir, Marta Lucchetta, Tiago C Silva, Catharina Olsen, Gianluca Bontempi, Xi Chen, Houtan Noushmehr, Antonio Colaprico, Elena Papaleo
Published 2019-03-01

Hyperscanning EEG and Classification Based on Riemannian Geometry for Festive and Violent Mental State Discrimination

by Cédric Simar, Ana-Maria Cebolla, Gaëlle Chartier, Gaëlle Chartier, Mathieu Petieau, Gianluca Bontempi, Alain Berthoz, Guy Cheron, Guy Cheron
Published 2020-12-01

Galectin 1 Proangiogenic and Promigratory Effects in the Hs683 Oligodendroglioma Model Are Partly Mediated through the Control of BEX2 Expression

by Marie Le Mercier, Shannon Fortin, Véronique Mathieu, Isabelle Roland, Sabine Spiegl-Kreinecker, Benjamin Haibe-Kains, Gianluca Bontempi, Christine Decaestecker, Walter Berger, Florence Lefranc, Robert Kiss
Published 2009-05-01

Long-term Temozolomide Treatment Induces Marked Amino Metabolism Modifications and an Increase in TMZ Sensitivity in Hs683 Oligodendroglioma Cells

by Delphine Lamoral-Theys, Marie Le Mercier, Benjamin Le Calvé, Michal A. Rynkowski, Céline Bruyère, Christine Decaestecker, Benjamin Haibe-Kains, Gianluca Bontempi, Jacques Dubois, Florence Lefranc, Robert Kiss
Published 2010-01-01

Long-term In Vitro Treatment of Human Glioblastoma Cells with Temozolomide Increases Resistance In Vivo through Up-regulation of GLUT Transporter and Aldo-Keto Reductase Enzyme AKR...

by Benjamin Le Calvé, Michal Rynkowski, Marie Le Mercier, Céline Bruyère, Caroline Lonez, Thierry Gras, Benjamin Haibe-Kains, Gianluca Bontempi, Christine Decaestecker, Jean-Marie Ruysschaert, Robert Kiss, Florence Lefranc
Published 2010-09-01

4-IBP, a σ1 Receptor Agonist, Decreases the Migration of Human Cancer Cells, Including Glioblastoma Cells, In Vitro and Sensitizes Them In Vitro and In Vivo to Cytotoxic Insults of...

by Veronique Mégalizzi, Véronique Mathieu, Tatjana Mijatovic, Philippe Gailly, Olivier Debeir, Nancy De Neve, Marc Van Damme, Gianluca Bontempi, Benjamin Haibe-Kains, Christine Decaestecker, Yasuko Kondo, Robert Kiss, Florence Lefranc
Published 2007-05-01

UNBS5162, a Novel Naphthalimide That Decreases CXCL Chemokine Expression in Experimental Prostate Cancers

by Tatjana Mijatovic, Tina Mahieu, Céline Bruyère, Nancy De Nève, Janique Dewelle, Gentiane Simon, Mischaël J.M. Dehoux, Ellen van der Aar, Benjamin Haibe-Kains, Gianluca Bontempi, Christine Decaestecker, Eric Van Quaquebeke, Francis Darro, Robert Kiss
Published 2008-06-01

Interpreting pathways to discover cancer driver genes with Moonlight

by Antonio Colaprico, Catharina Olsen, Matthew H. Bailey, Gabriel J. Odom, Thilde Terkelsen, Tiago C. Silva, André V. Olsen, Laura Cantini, Andrei Zinovyev, Emmanuel Barillot, Houtan Noushmehr, Gloria Bertoli, Isabella Castiglioni, Claudia Cava, Gianluca Bontempi, Xi Steven Chen, Elena Papaleo
Published 2020-01-01

Novel promoters and coding first exons in DLG2 linked to developmental disorders and intellectual disability

by Claudio Reggiani, Sandra Coppens, Tayeb Sekhara, Ivan Dimov, Bruno Pichon, Nicolas Lufin, Marie-Claude Addor, Elga Fabia Belligni, Maria Cristina Digilio, Flavio Faletra, Giovanni Battista Ferrero, Marion Gerard, Bertrand Isidor, Shelagh Joss, Florence Niel-Bütschi, Maria Dolores Perrone, Florence Petit, Alessandra Renieri, Serge Romana, Alexandra Topa, Joris Robert Vermeesch, Tom Lenaerts, Georges Casimir, Marc Abramowicz, Gianluca Bontempi, Catheline Vilain, Nicolas Deconinck, Guillaume Smits
Published 2017-07-01

Algorithmic Analysis of Complex Semantics for Timed and Hybrid Automata.

by Doyen, Laurent
Published 2006