| Using object affordances to improve object recognition |
Castellini Claudio, Tommasi Tatiana, Nicoletta Noceti, Francesca Odone, Caputo Barbara |
IEEE Transactions on Autonomous Mental Development |
2011 |
| Learning Behavioral Patterns of Time Series for Video-Surveillance |
Francesca Odone, Nicoletta Noceti, Matteo Santoro |
Machine Learning for Vision-Based Motion Analysis |
2011 |
| Vector Field Learning via Spectral Filtering |
Luca Baldassarre, Lorenzo Rosasco, Annalisa Barla, Alessandro Verri |
|
2010 |
| A fast algorithm for structured gene selection |
Sofia Mosci, Silvia Villa, Alessandro Verri, Lorenzo Rosasco |
Fourth International Workshop in Machine Learning in System Biology |
2010 |
| A primal-dual algorithm for group sparse regularization with overlapping groups |
Sofia Mosci, Silvia Villa, Alessandro Verri, Lorenzo Rosasco |
Advances in Neural Information Processing Systems 23 |
2010 |
| Low-cost face biometry for visually impaired users |
Balduzzi Luigi, Giovanni Fusco, Francesca Odone, Dini Silvia, Mesiti Marco, Destrero Augusto, Lovato Alberto |
2010 IEEE Workshop on Biometric Measurements and Systems for Security and Medical Applications |
2010 |
| An adaptive video surveillance architecture for video analysis |
Luca Zini, Nicoletta Noceti, Francesca Odone |
Eurographics Italian Chapter Conference |
2010 |
| Relative Pose estimation for planetary Entry Descent and Landing |
Francesca Odone, Alessandro Verri, Luca Zini, Piergiorgio Lanza, Alessandra Mercer |
ACCV - Workshop on "Computer Vision for Vehicle Tecnologies: from Earth to Mars" |
2010 |
| Unsupervised video surveillance |
Francesca Odone, Nicoletta Noceti |
Proc. of ACCV 2010 |
2010 |
| Learning Adaptive and Sparse Representations of Medical Images |
Alessandra Staglianò, Gabriele Chiusano, Curzio Basso, Matteo Santoro |
Poster at the MCV 2010 workshop, MICCAI |
2010 |
| Elastic-net regularization: iterative algorithms and asymptotic behavior of solutions |
Veronica Umanità, Silvia Villa |
Numerical Functional Analysis and Applications |
2010 |
| Consistency of learning algorithms using Attouch–Wets convergence |
Silvia Villa, Lorenzo Rosasco, Sofia Mosci, Alessandro Verri |
Optimization |
2010 |
| Solving Structured Sparsity Regularization with Proximal Methods |
Sofia Mosci, Lorenzo Rosasco, Matteo Santoro, Alessandro Verri, Silvia Villa |
Proceedings of European Conference on Machine Learning |
2010 |
| Learning how to grasp objects |
Annalisa Barla, Baldassarre Luca, Nicoletta Noceti, Francesca Odone |
Proc. of ESANN, European Symposium on Artificial Neural Networks |
2010 |
| A biology-driven approach identifies the hypoxia gene signature as a predictor of the outcome of neuroblastoma patients. |
Fardin, Paolo, Annalisa Barla, Sofia Mosci, Lorenzo Rosasco, Alessandro Verri, Versteeg, R, Caron, HN, Molenaar, JJ, Ora, I, Eva, A, Puppo, M, Varesio, L |
Molecular Cancer |
2010 |
| Identification of multiple hypoxia signatures in neuroblastoma cell lines by l1-l2 regularization and data reduction |
Fardin, Paolo, Cornero, Andrea, Annalisa Barla, Sofia Mosci, Acquaviva, Massimo, Lorenzo Rosasco, Gambini, Claudio, Alessandro Verri, Varesio, Luigi |
Journal of Biomedicine and Biotechnology |
2010 |
| Regularization Approach to Nonlinear Variable Selection |
Lorenzo Rosasco, Matteo Santoro, Sofia Mosci, Silvia Villa, Alessandro Verri |
Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics (AISTATS2010) |
2010 |
| 3-D object segmentation using ant colonies |
Piergiorgio Cerello, Sorin Christian Cheran, Stefano Bagnasco, Roberto Bellotti, Lourdes Bolanos, Ezio Catanzariti, Giorgio De Nunzio, Maria Evelina Fantacci, Elisa Fiorina, Gianfranco Gargano, Gianluca Gemme, Ernesto López Torres, Gian Luca Masala, Cristiana Peroni, Matteo Santoro |
Pattern Recognition |
2010 |
| Automatic estimation of inflamed synovial membrane volume in 3D MR images |
Curzio Basso, Matteo Santoro, Damasio, M.B., Malattia, C., Alessandro Verri, Tomà, P., Martini, A. |
Poster at ECR 2010 Scientific Exhibit |
2010 |
| Multi-modal non-rigid image registration of MR and PET-CT for staging and therapy of rectal adenocarcinoma |
Garlaschi, A, Bacigalupo, L.E., Biscaldi, E., Gabriele Chiusano, Curzio Basso, Rollandi, G.A., et al |
Scientific Poster at RSNA 2009 |
2009 |
| Towards an unsupervised framework for behavior analysis |
N. Noceti, F. Odone |
Workshop on Patterns Recognition and Artificial Intelligence for Human Behavior Analysis (PRAI*HBA) |
2009 |
| On learning with Integral Operators |
L Rosasco, M Belkin, E De Vito |
J. Mach. Learn. Res. |
2009 |
| Entropy conditions for L_r-convergence of empirical processes |
A. Caponnetto, E. De Vito, M. Pontil |
Adv. Comput. Math. |
2009 |
| Elastic-net regularization in learning theory |
C. De Mol, E. De Vito, L. Rosasco |
J. Complexity |
2009 |
| The l1-l2 regularization framework unmasks the hypoxia signature hidden in the transcriptome of a set of heterogeneous neuroblastoma cell lines |
P. Fardin, Annalisa Barla, Sofia Mosci, Lorenzo Rosasco, Alessandro Verri, L. Varesio |
BMC Genomics |
2009 |
Publications
