Alessandro Verri

According to our database, Alessandro Verri authored at least 114 papers between 1989 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Deep learning-based Alzheimer's disease detection: reproducibility and the effect of modeling choices.

Rosanna Turrisi, Alessandro Verri, Annalisa Barla

Frontiers Comput. Neurosci., 2024

Q-Learning to navigate turbulence without a map.

Marco Rando, Martin James, Alessandro Verri, Lorenzo Rosasco, Agnese Seminara

CoRR, 2024

2023

The effect of data augmentation and 3D-CNN depth on Alzheimer's Disease detection.

Rosanna Turrisi, Alessandro Verri, Annalisa Barla

CoRR, 2023

An Automatic Tool Performing Functional Analysis in MR Urography in Children.

Elena Vincenzi, Alice Fantazzini, Martina Gulino, Simone Manini, Alessandro Verri, Francesca Odone, Luca Basso, Maria Beatrice Damasio, Curzio Basso

Proceedings of the 36th IEEE International Symposium on Computer-Based Medical Systems, 2023

Alessandro De Gloria, a Pioneer in Electronic Engineering Applications.

Francesco Bellotti, Elisa Bricco, Agostino G. Bruzzone, Daniele D. Caviglia, Ermanno Di Zitti, Paolo Gastaldo, Daniele Grosso, Lauro Magnani, Mauro Olivieri, Marco Raggio, Maurizio Valle, Alessandro Verri, Riccardo Berta

Proceedings of the Applications in Electronics Pervading Industry, Environment and Society, 2023

2022

Physics Informed Shallow Machine Learning for Wind Speed Prediction.

Daniele Lagomarsino-Oneto, Giacomo Meanti, Nicolò Pagliana, Alessandro Verri, Andrea Mazzino, Lorenzo Rosasco, Agnese Seminara

CoRR, 2022

Reproducibility in Activity Recognition Based on Wearable Devices: a Focus on Used Datasets.

Andrea Fasciglione, Maurizio Leotta, Alessandro Verri

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2022

2021

Improving Activity Recognition while Reducing Misclassification of Unknown Activities.

Andrea Fasciglione, Maurizio Leotta, Alessandro Verri

Proceedings of the 30th IEEE International Conference on Enabling Technologies: Infrastructure for Collaborative Enterprises, 2021

Statistical Models Coupling Allows for Complex Local Multivariate Time Series Analysis.

Veronica Tozzo, Federico Ciech, Davide Garbarino, Alessandro Verri

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Test'n'Mo: a collaborative platform for human testers and intelligent monitoring agents.

Filippo Ricca, Viviana Mascardi, Alessandro Verri

Proceedings of the VORTEX 2021: Proceedings of the 5th ACM International Workshop on Verification and mOnitoring at Runtime EXecution, 2021

2020

Daily Living Activity Recognition Using Wearable Devices: A Features-Rich Dataset and a Novel Approach.

Maurizio Leotta, Andrea Fasciglione, Alessandro Verri

Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

2018

Data-Driven Continuous Assessment of Frailty in Older People.

Chiara Martini, Annalisa Barla, Francesca Odone, Alessandro Verri, Alberto Cella, Gian Andrea Rollandi, Alberto Pilotto

Frontiers Digit. Humanit., 2018

A Visual Computing Approach for Estimating the Motility Index in the Frail Elder.

Chiara Martini, Nicoletta Noceti, Manuela Chessa, Annalisa Barla, Alberto Cella, Gian Andrea Rollandi, Alberto Pilotto, Alessandro Verri, Francesca Odone

Proceedings of the 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2018), 2018

Forward-Backward Splitting for Time-Varying Graphical Models.

Federico Tomasi, Veronica Tozzo, Alessandro Verri, Saverio Salzo

Proceedings of the International Conference on Probabilistic Graphical Models, 2018

Latent Variable Time-varying Network Inference.

Federico Tomasi, Veronica Tozzo, Saverio Salzo, Alessandro Verri

Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

Visual Computing Methods for Assessing the Well-Being of Older People.

Chiara Martini, Francesca Odone, Nicoletta Noceti, Manuela Chessa, Annalisa Barla, Alessandro Verri, Alberto Cella, Alberto Pilotto, Gian Andrea Rollandi

Proceedings of the Computer Vision, Imaging and Computer Graphics Theory and Applications, 2018

2017

Regularized Kernel Algorithms for Support Estimation.

Alessandro Rudi, Ernesto De Vito, Alessandro Verri, Francesca Odone

Frontiers Appl. Math. Stat., 2017

Temporal prediction of multiple sclerosis evolution from patient-centered outcomes.

Samuele Fiorini, Alessandro Verri, Annalisa Barla, Andrea Tacchino, Giampaolo Brichetto

Proceedings of the Machine Learning for Health Care Conference, 2017

Data-driven strategies for robust forecast of continuous glucose monitoring time-series.

Samuele Fiorini, Chiara Martini, Davide Malpassi, Renzo Cordera, Davide Maggi, Alessandro Verri, Annalisa Barla

Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Icing: Large-Scale Inference of Immunoglobulin Clonotypes.

Federico Tomasi, Margherita Squillario, Alessandro Verri, Davide Bagnara, Annalisa Barla

Proceedings of the Computational Intelligence Methods for Bioinformatics and Biostatistics, 2017

2016

A temporal model for multiple sclerosis course evolution.

Samuele Fiorini, Andrea Tacchino, Giampaolo Brichetto, Alessandro Verri, Annalisa Barla

CoRR, 2016

2015

Online Space-Variant Background Modeling With Sparse Coding.

Alessandra Staglianò, Nicoletta Noceti, Alessandro Verri, Francesca Odone

IEEE Trans. Image Process., 2015

BMTDL for Scene Modeling on the SBI Dataset.

Nicoletta Noceti, Alessandra Staglianò, Alessandro Verri, Francesca Odone

Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2015 Workshops, 2015

A machine learning pipeline for multiple sclerosis course detection from clinical scales and patient reported outcomes.

Samuele Fiorini, Alessandro Verri, Andrea Tacchino, Michela Ponzio, Giampaolo Brichetto, Annalisa Barla

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014

Alternating Proximal Regularized Dictionary Learning.

Saverio Salzo, Salvatore Masecchia, Alessandro Verri, Annalisa Barla

Neural Comput., 2014

Real-time Automatic Emotion Recognition from Body Gestures.

Stefano Piana, Alessandra Staglianò, Francesca Odone, Alessandro Verri, Antonio Camurri

CoRR, 2014

Proximal methods for the latent group lasso penalty.

Silvia Villa, Lorenzo Rosasco, Sofia Mosci, Alessandro Verri

Comput. Optim. Appl., 2014

Unsupervised tissue segmentation from dynamic contrast-enhanced magnetic resonance imaging.

Gabriele Chiusano, Alessandra Staglianò, Curzio Basso, Alessandro Verri

Artif. Intell. Medicine, 2014

2013

Accelerated and Inexact Forward-Backward Algorithms.

Silvia Villa, Saverio Salzo, Luca Baldassarre, Alessandro Verri

SIAM J. Optim., 2013

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 Biol. Medicine, 2013

Nonparametric sparsity and regularization.

Lorenzo Rosasco, Silvia Villa, Sofia Mosci, Matteo Santoro, Alessandro Verri

J. Mach. Learn. Res., 2013

Background modeling through dictionary learning.

Alessandra Staglianò, Nicoletta Noceti, Alessandro Verri, Francesca Odone

Proceedings of the IEEE International Conference on Image Processing, 2013

A dictionary learning based method for aCGH segmentation.

Salvatore Masecchia, Saverio Salzo, Annalisa Barla, Alessandro Verri

Proceedings of the 21st European Symposium on Artificial Neural Networks, 2013

Dictionary learning improves subtyping of breast cancer aCGH data.

Salvatore Masecchia, Annalisa Barla, Saverio Salzo, Alessandro Verri

Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Identification of Pathway Signatures in Parkinson's Disease with Gene Ontology and Sparse Regularization.

Margherita Squillario, Grzegorz Zycinski, Annalisa Barla, Alessandro Verri

Proceedings of the Computational Intelligence Methods for Bioinformatics and Biostatistics, 2013

2012

Multi-output learning via spectral filtering.

Luca Baldassarre, Lorenzo Rosasco, Annalisa Barla, Alessandro Verri

Mach. Learn., 2012

Discriminant functional gene groups identification with machine learning and prior knowledge.

Grzegorz Zycinski, Margherita Squillario, Annalisa Barla, Tiziana Sanavia, Alessandro Verri, Barbara Di Camillo

Proceedings of the 20th European Symposium on Artificial Neural Networks, 2012

Adaptive Optimization for Cross Validation.

Alessandro Rudi, Gabriele Chiusano, Alessandro Verri

Proceedings of the 20th European Symposium on Artificial Neural Networks, 2012

2011

Spectral clustering with more than K eigenvectors.

Nicola Rebagliati, Alessandro Verri

Neurocomputing, 2011

DCE-MRI Analysis Using Sparse Adaptive Representations.

Gabriele Chiusano, Alessandra Staglianò, Curzio Basso, Alessandro Verri

Proceedings of the Machine Learning in Medical Imaging - Second International Workshop, 2011

PADDLE: Proximal Algorithm for Dual Dictionaries LEarning.

Curzio Basso, Matteo Santoro, Alessandro Verri, Silvia Villa

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2011, 2011

SVS: Data and knowledge integration in computational biology.

Grzegorz Zycinski, Annalisa Barla, Alessandro Verri

Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

2010

A Regularization Approach to Nonlinear Variable Selection.

Lorenzo Rosasco, Matteo Santoro, Sofia Mosci, Alessandro Verri, Silvia Villa

Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics, 2010

Solving Structured Sparsity Regularization with Proximal Methods.

Sofia Mosci, Lorenzo Rosasco, Matteo Santoro, Alessandro Verri, Silvia Villa

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2010

Vector Field Learning via Spectral Filtering.

Luca Baldassarre, Lorenzo Rosasco, Annalisa Barla, Alessandro Verri

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2010

A Primal-Dual Algorithm for Group Sparse Regularization with Overlapping Groups.

Sofia Mosci, Silvia Villa, Alessandro Verri, Lorenzo Rosasco

Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, 2010

A randomized algorithm for spectral clustering.

Nicola Rebagliati, Alessandro Verri

Proceedings of the 18th European Symposium on Artificial Neural Networks, 2010

Relative Pose Estimation for Planetary Entry Descent Landing.

Luca Zini, Francesca Odone, Alessandro Verri, Piergiorgio Lanza, Alessandra Marcer

Proceedings of the Computer Vision - ACCV 2010 Workshops, 2010

2009

A Sparsity-Enforcing Method for Learning Face Features.

Augusto Destrero, Christine De Mol, Francesca Odone, Alessandro Verri

IEEE Trans. Image Process., 2009

A Regularized Method for Selecting Nested Groups of Relevant Genes from Microarray Data.

Christine De Mol, Sofia Mosci, Magali Traskine, Alessandro Verri

J. Comput. Biol., 2009

A Regularized Framework for Feature Selection in Face Detection and Authentication.

Augusto Destrero, Christine De Mol, Francesca Odone, Alessandro Verri

Int. J. Comput. Vis., 2009

Feature selection for high-dimensional data.

Augusto Destrero, Sofia Mosci, Christine De Mol, Alessandro Verri, Francesca Odone

Comput. Manag. Sci., 2009

Segmentation of Inflamed Synovia in Multi-Modal 3D MRI.

Curzio Basso, Matteo Santoro, Alessandro Verri, Mario Esposito

Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009

Machine Learning Techniques for Biometrics.

Francesca Odone, Massimiliano Pontil, Alessandro Verri

Proceedings of the Handbook of Remote Biometrics, 2009

2008

Spectral Algorithms for Supervised Learning.

L. Lo Gerfo, Lorenzo Rosasco, Francesca Odone, Ernesto De Vito, Alessandro Verri

Neural Comput., 2008

A method for robust variable selection with significance assessment.

Annalisa Barla, Sofia Mosci, Lorenzo Rosasco, Alessandro Verri

Proceedings of the 16th European Symposium on Artificial Neural Networks, 2008

2007

Fitting 3D morphable models using implicit representations.

Curzio Basso, Alessandro Verri

J. Virtual Real. Broadcast., 2007

Spatio-temporal constraints for matching view-based descriptions of 3D objects.

Elisabetta Delponte, Nicoletta Noceti, Francesca Odone, Alessandro Verri

Proceedings of the Eighth International Workshop on Image Analysis for Multimedia Interactive Services, 2007

Dimensionality reduction and generalization.

Sofia Mosci, Lorenzo Rosasco, Alessandro Verri

Proceedings of the Machine Learning, 2007

A trainable system for face detection in unconstrained environments.

Augusto Destrero, Francesca Odone, Alessandro Verri

Proceedings of the 14th International Conference on Image Analysis and Processing (ICIAP 2007), 2007

Appearance-based 3D object recognition with time-invariant features.

Elisabetta Delponte, Nicoletta Noceti, Francesca Odone, Alessandro Verri

Proceedings of the 14th International Conference on Image Analysis and Processing (ICIAP 2007), 2007

A system for face detection and tracking in unconstrained environments.

Augusto Destrero, Francesca Odone, Alessandro Verri

Proceedings of the Fourth IEEE International Conference on Advanced Video and Signal Based Surveillance, 2007

A Regularized Approach to Feature Selection for Face Detection.

Augusto Destrero, Christine De Mol, Francesca Odone, Alessandro Verri

Proceedings of the Computer Vision, 2007

2006

SVD-matching using SIFT features.

Elisabetta Delponte, Francesco Isgrò, Francesca Odone, Alessandro Verri

Graph. Model., 2006

Shape Categorization Using String Kernels.

Mohammad Reza Daliri, Elisabetta Delponte, Alessandro Verri, Vincent Torre

Proceedings of the Structural, 2006

Trains of keypoints for 3D object recognition.

Elise Arnaud, Francesca Odone, Alessandro Verri

Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Analysis on a Local Approach to 3D Object Recognition.

Elisabetta Delponte, Elise Arnaud, Francesca Odone, Alessandro Verri

Proceedings of the Pattern Recognition, 2006

2005

Building kernels from binary strings for image matching.

Francesca Odone, Annalisa Barla, Alessandro Verri

IEEE Trans. Image Process., 2005

A Novel Kernel Method for Clustering.

Francesco Camastra, Alessandro Verri

IEEE Trans. Pattern Anal. Mach. Intell., 2005

Feature selection with nonparametric statistics.

Emanuele Franceschi, Francesca Odone, Fabrizio Smeraldi, Alessandro Verri

Proceedings of the 2005 International Conference on Image Processing, 2005

Large Baseline Matching of Scale Invariant Features.

Elisabetta Delponte, Francesco Isgrò, Francesca Odone, Alessandro Verri

Proceedings of the Image Analysis and Processing, 2005

Support vector algorithms as regularization networks.

Andrea Caponnetto, Lorenzo Rosasco, Francesca Odone, Alessandro Verri

Proceedings of the 13th European Symposium on Artificial Neural Networks, 2005

An Open System for 3D Data Acquisition from Multiple Sensor.

Francesco Isgrò, Francesca Odone, Alessandro Verri

Proceedings of the Seventh International Workshop on Computer Architectures for Machine Perception (CAMP 2005), 2005

2004

Are Loss Functions All the Same?.

Lorenzo Rosasco, Ernesto De Vito, Andrea Caponnetto, Michele Piana, Alessandro Verri

Neural Comput., 2004

Some Properties of Regularized Kernel Methods

Ernesto De Vito, Lorenzo Rosasco, Andrea Caponnetto, Michele Piana, Alessandro Verri

J. Mach. Learn. Res., 2004

2003

Editorial: Support Vector Machines for Computer Vision and Pattern Recognition.

Seong-Whan Lee, Alessandro Verri

Int. J. Pattern Recognit. Artif. Intell., 2003

A Multimedia, Multichannel, and Personalized News Provider.

M. Delato, Alberto Martelli, Maurizio Martelli, Viviana Mascardi, Alessandro Verri

Proceedings of the Interactive Multimedia on Next Generation Networks, 2003

Histogram intersection kernel for image classification.

Annalisa Barla, Francesca Odone, Alessandro Verri

Proceedings of the 2003 International Conference on Image Processing, 2003

Old fashioned state-of-the-art image classification.

Annalisa Barla, Francesca Odone, Alessandro Verri

Proceedings of the 12th International Conference on Image Analysis and Processing (ICIAP 2003), 2003

Statistical Learning Approaches with Application to Face Detection.

Emanuele Franceschi, Francesca Odone, Alessandro Verri

Proceedings of the Advanced Studies in Biometrics, Summer School on Biometrics, 2003

2002

Learning and vision machines.

Bernd Heisele, Alessandro Verri, Tomaso A. Poggio

Proc. IEEE, 2002

Image Kernels.

Annalisa Barla, Emanuele Franceschi, Francesca Odone, Alessandro Verri

Proceedings of the Pattern Recognition with Support Vector Machines, 2002

Hausdorff Kernel for 3D Object Acquisition and Detection.

Annalisa Barla, Francesca Odone, Alessandro Verri

Proceedings of the Computer Vision, 2002

2001

A Trainable System for Grading Fish from Images.

Francesca Odone, Emanuele Trucco, Alessandro Verri

Appl. Artif. Intell., 2001

General Purpose Matching of Grey Level Arbitrary Images.

Francesca Odone, Emanuele Trucco, Alessandro Verri

Proceedings of the Visual Form 2001, 4th International Workshop on Visual Form, 2001

A Flexible Algorithm for Image Matching.

Francesca Odone, Alessandro Verri, Emanuele Trucco

Proceedings of the 11th International Conference on Image Analysis and Processing (ICIAP 2001), 2001

2000

A compact algorithm for rectification of stereo pairs.

Andrea Fusiello, Emanuele Trucco, Alessandro Verri

Mach. Vis. Appl., 2000

Introduction: Learning and Vision at CBCL.

Tomaso A. Poggio, Alessandro Verri

Int. J. Comput. Vis., 2000

Learning to Recognize Visual Dynamic Events from Examples.

Massimiliano Pittore, Marco Campani, Alessandro Verri

Int. J. Comput. Vis., 2000

1999

Finding the epipole from uncalibrated optical flow.

Alessandro Verri, Emanuele Trucco

Image Vis. Comput., 1999

epresenting and Recognizing Visual Dynamic Events with Support Vector Machines.

Massimiliano Pittore, Curzio Basso, Alessandro Verri

Proceedings of the 1oth International Conference on Image Analysis and Processing (ICIAP 1999), 1999

Support vector machines vs multi-layer perceptrons in particle identification.

N. Barabino, M. Pallavicini, Alessandro Petrolini, Massimiliano Pontil, Alessandro Verri

Proceedings of the 7th European Symposium on Artificial Neural Networks, 1999

A Note on Support Vector Machine Degeneracy.

Ryan M. Rifkin, Massimiliano Pontil, Alessandro Verri

Proceedings of the Algorithmic Learning Theory, 10th International Conference, 1999

1998

Support Vector Machines for 3D Object Recognition.

Massimiliano Pontil, Alessandro Verri

IEEE Trans. Pattern Anal. Mach. Intell., 1998

Properties of Support Vector Machines.

Massimiliano Pontil, Alessandro Verri

Neural Comput., 1998

Recognizing 3-D Objects with Linear Support Vector Machines.

Massimiliano Pontil, Stefano Rogai, Alessandro Verri

Proceedings of the Computer Vision, 1998

Visual Learning of Weight from Shape Using Support Vector Machines.

Francesca Odone, Emanuele Trucco, Alessandro Verri

Proceedings of the British Machine Vision Conference 1998, 1998

Introductory techniques for 3-D computer vision.

Emanuele Trucco, Alessandro Verri

Prentice Hall, ISBN: 978-0-13-261108-4, 1998

1997

Computing Size Functions from Edge Maps.

Claudio Uras, Alessandro Verri

Int. J. Comput. Vis., 1997

There Is More to Vision than Geometry - Reply to Pizlo, Rosenfeld, and Weiss.

Alessandro Verri

Comput. Vis. Image Underst., 1997

Direct Aspect-Based 3D Object Recognition.

Massimiliano Pontil, Alessandro Verri

Proceedings of the Image Analysis and Processing, 9th International Conference, 1997

Rectification with unconstrained stereo geometry.

Andrea Fusiello, Emanuele Trucco, Alessandro Verri

Proceedings of the British Machine Vision Conference 1997, 1997

1996

Metric-topological approach to shape representation and recognition.

Alessandro Verri, Claudio Uras

Image Vis. Comput., 1996

Aspect-based object recognition with size functions.

Alessandro Verri, Claudio Uras

Proceedings of the 13th International Conference on Pattern Recognition, 1996

1995

Sign Language Recognition: an Application of the Theory of Size Functions.

Claudio Uras, Alessandro Verri

Proceedings of the British Machine Vision Conference, 1995

1994

On the recognition of the alphabet of the sign language through size functions.

Claudio Uras, Alessandro Verri

Proceedings of the 12th IAPR International Conference on Pattern Recognition, 1994

1993

On the use of size functions for shape analysis.

Alessandro Verri, Claudio Uras, Patrizio Frosini, Massimo Ferri

Biol. Cybern., 1993

Invariant Size Functions.

Alessandro Verri, Claudio Uras

Proceedings of the Applications of Invariance in Computer Vision, Second Joint European, 1993

1992

Motion analysis from first-order properties of optical flow.

Marco Campani, Alessandro Verri

CVGIP Image Underst., 1992

Identifying multiple motions from optical flow.

Alessandra Rognone, Marco Campani, Alessandro Verri

Proceedings of the Computer Vision, 1992

1990

3D Motion and Structure from Image Sequences.

Enrico De Micheli, Alessandro Verri, Sergio Uras

Proceedings of the Modelling the Innovation: Communications, 1990

Computing optical flow from an overconstrained system of linear algebraic equations.

Marco Campani, Alessandro Verri

Proceedings of the Third International Conference on Computer Vision, 1990

1989

Motion Field and Optical Flow: Qualitative Properties.

Alessandro Verri, Tomaso A. Poggio

IEEE Trans. Pattern Anal. Mach. Intell., 1989

Motion Segmentation from Optical Flow.

Alessandro Verri, Sergio Uras, Enrico De Micheli

Proceedings of the Alvey Vision Conference, 1989