Paolo Avesani

Orcid: 0000-0001-8943-8911

According to our database1, Paolo Avesani authored at least 95 papers between 1995 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2023
Supervised tractogram filtering using Geometric Deep Learning.
Medical Image Anal., December, 2023

brainlife.io: A decentralized and open source cloud platform to support neuroscience research.
CoRR, 2023

How Does White Matter Registration Affect Tractography Alignment?
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

2022
DBB - A Distorted Brain Benchmark for Automatic Tissue Segmentation in Paediatric Patients.
NeuroImage, 2022

2021
Classifyber, a robust streamline-based linear classifier for white matter bundle segmentation.
NeuroImage, 2021

2020
Nonlinear Alignment of Whole Tractograms with the Linear Assignment Problem.
Proceedings of the Biomedical Image Registration - 9th International Workshop, 2020

Tractogram Filtering of Anatomically Non-plausible Fibers with Geometric Deep Learning.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Automatic Tissue Segmentation with Deep Learning in Patients with Congenital or Acquired Distortion of Brain Anatomy.
Proceedings of the Machine Learning in Clinical Neuroimaging and Radiogenomics in Neuro-oncology, 2020

A Stem-Based Dissection of Inferior Fronto-Occipital Fasciculus with A Deep Learning Model.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

2019
A Test for Shared Patterns in Cross-modal Brain Activation Analysis.
CoRR, 2019

Anatomically-Informed Multiple Linear Assignment Problems for White Matter Bundle Segmentation.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

2018
Classification-Based Prediction of Effective Connectivity Between Timeseries With a Realistic Cortical Network Model.
Frontiers Comput. Neurosci., 2018

2017
Supervised Estimation of Granger-Based Causality between Time Series.
Frontiers Neuroinformatics, 2017

Comparison of distances for supervised segmentation of white matter tractography.
Proceedings of the 2017 International Workshop on Pattern Recognition in Neuroimaging, 2017

2015
DECAF: MEG-Based Multimodal Database for Decoding Affective Physiological Responses.
IEEE Trans. Affect. Comput., 2015

Non-parametric temporal modeling of the hemodynamic response function via a liquid state machine.
Neural Networks, 2015

On pruning the search space for clustering ensemble problems.
Neurocomputing, 2015

Tractome: a visual data mining tool for brain connectivity analysis.
Data Min. Knowl. Discov., 2015

The Approximation of the Dissimilarity Projection.
CoRR, 2015

Statistical independence for the evaluation of classifier-based diagnosis.
Brain Informatics, 2015

Goals at risk? Machine learning at support of early assessment.
Proceedings of the 23rd IEEE International Requirements Engineering Conference, 2015

Tractography Mapping for Dissimilarity Space across Subjects.
Proceedings of the 2015 International Workshop on Pattern Recognition in NeuroImaging, 2015

Movie Genre Classification by Exploiting MEG Brain Signals.
Proceedings of the Image Analysis and Processing - ICIAP 2015, 2015

2014
Classification of inter-subject fMRI data based on graph kernels.
Proceedings of the International Workshop on Pattern Recognition in Neuroimaging, 2014

MEG decoding across subjects.
Proceedings of the International Workshop on Pattern Recognition in Neuroimaging, 2014

Sensor-level maps with the kernel two-sample test.
Proceedings of the International Workshop on Pattern Recognition in Neuroimaging, 2014

Functional hyperalignment of resting state FMRI sessions driven by autonomic activity.
Proceedings of the International Workshop on Pattern Recognition in Neuroimaging, 2014

Mapping Tractography Across Subjects.
Proceedings of the Machine Learning and Interpretation in Neuroimaging, 2014

Multi-Task Learning for Interpretation of Brain Decoding Models.
Proceedings of the Machine Learning and Interpretation in Neuroimaging, 2014

Classification-Based Causality Detection in Time Series.
Proceedings of the Machine Learning and Interpretation in Neuroimaging, 2014

2013
A Machine Learning Approach to Software Requirements Prioritization.
IEEE Trans. Software Eng., 2013

Brain Decoding via Graph Kernels.
Proceedings of the International Workshop on Pattern Recognition in Neuroimaging, 2013

Fast Clustering for Interactive Tractography Segmentation.
Proceedings of the International Workshop on Pattern Recognition in Neuroimaging, 2013

Discrete Cosine Transform for MEG Signal Decoding.
Proceedings of the International Workshop on Pattern Recognition in Neuroimaging, 2013

Disentanglement of Session and Plasticity Effects in Longitudinal fMRI Studies.
Proceedings of the Machine Learning in Medical Imaging - 4th International Workshop, 2013

Decoding affect in videos employing the MEG brain signal.
Proceedings of the 10th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2013

User-centric Affective Video Tagging from MEG and Peripheral Physiological Responses.
Proceedings of the 2013 Humaine Association Conference on Affective Computing and Intelligent Interaction, 2013

2012
Testing Multiclass Pattern Discrimination.
Proceedings of the Second International Workshop on Pattern Recognition in NeuroImaging, 2012

2011
Supervised Segmentation of Fiber Tracts.
Proceedings of the Similarity-Based Pattern Recognition - First International Workshop, 2011

Testing for Information with Brain Decoding.
Proceedings of the 2011 International Workshop on Pattern Recognition in NeuroImaging, 2011

Learning BOLD Response in fMRI by Reservoir Computing.
Proceedings of the 2011 International Workshop on Pattern Recognition in NeuroImaging, 2011

Pairwise Analysis for Longitudinal fMRI Studies.
Proceedings of the Machine Learning and Interpretation in Neuroimaging, 2011

Induction in Neuroscience with Classification: Issues and Solutions.
Proceedings of the Machine Learning and Interpretation in Neuroimaging, 2011

2010
Multivariate Brain Mapping by Random Subspaces.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Brain connectivity analysis by reduction to pair classification.
Proceedings of the 2nd International Workshop on Cognitive Information Processing, 2010

Feature Rating by Random Subspaces for Functional Brain Mapping.
Proceedings of the Brain Informatics, International Conference, 2010

2009
Trust Metrics in Recommender Systems.
Proceedings of the Computing with Social Trust, 2009

Learning to Interpret Cognitive States from fMRI Brain Images.
Proceedings of the Computational Intelligence and Bioengineering, 2009

A large dataset for the evaluation of ontology matching.
Knowl. Eng. Rev., 2009

A Recommender for Active Preference Estimate.
Proceedings of the Digital Business - First Iternational ICST Conference, 2009

2008
A relational cascade correlation for structured outputs.
Proceedings of the International Joint Conference on Neural Networks, 2008

2007
Trust Metrics on Controversial Users: Balancing Between Tyranny of the Majority.
Int. J. Semantic Web Inf. Syst., 2007

Trust-aware recommender systems.
Proceedings of the 2007 ACM Conference on Recommender Systems, 2007

An Analysis of the Use of Tags in a Blog Recommender System.
Proceedings of the IJCAI 2007, 2007

Using Tags and Clustering to Identify Topic-Relevant Blogs.
Proceedings of the First International Conference on Weblogs and Social Media, 2007

Inferring Cognition from fMRI Brain Images.
Proceedings of the Artificial Neural Networks, 2007

Building Quality-Based Views of the Web.
Proceedings of the AI*IA 2007: Artificial Intelligence and Human-Oriented Computing, 2007

2006
An Analysis of Bloggers, Topics and Tags for a Blog Recommender System.
Proceedings of the From Web to Social Web: Discovering and Deploying User and Content Profiles, 2006

Regularization for Unsupervised Classification on Taxonomies.
Proceedings of the Foundations of Intelligent Systems, 16th International Symposium, 2006

Using the Case-Based Ranking Methodology for Test Case Prioritization.
Proceedings of the 22nd IEEE International Conference on Software Maintenance (ICSM 2006), 2006

Active sampling for detecting irrelevant features.
Proceedings of the Machine Learning, 2006

2005
Clustering documents into a web directory for bootstrapping a supervised classification.
Data Knowl. Eng., 2005

Shared lexicon for distributed annotations on the Web.
Proceedings of the 14th international conference on World Wide Web, 2005

A Large Scale Taxonomy Mapping Evaluation.
Proceedings of the Semantic Web - ISWC 2005, 4th International Semantic Web Conference, 2005

Exploiting Domain Knowledge in Requirements Prioritization.
Proceedings of the 17th International Conference on Software Engineering and Knowledge Engineering (SEKE'2005), 2005

A trust-enhanced recommender system application: Moleskiing.
Proceedings of the 2005 ACM Symposium on Applied Computing (SAC), 2005

Facing Scalability Issues in Requirements Prioritization with Machine Learning Techniques.
Proceedings of the 13th IEEE International Conference on Requirements Engineering (RE 2005), 29 August, 2005

Active Sampling for Knowledge Discovery from Biomedical Data.
Proceedings of the Knowledge Discovery in Databases: PKDD 2005, 2005

Tagsocratic: Learning Shared Concepts on the Blogosphere.
Proceedings of the Intelligent Technologies for Interactive Entertainment, 2005

Collaborative Case-Based Preference Elicitation.
Proceedings of the Innovations in Applied Artificial Intelligence, 2005

Hierarchical Dirichlet model for document classification.
Proceedings of the Machine Learning, 2005

Re-using Implicit Knowledge in Short-Term Information Profiles for Context-Sensitive Tasks.
Proceedings of the Case-Based Reasoning, 2005

Language Games: Solving the Vocabulary Problem in Multi-Case-Base Reasoning.
Proceedings of the Case-Based Reasoning, 2005

Advertising Strategies: Learning Competence through Cooperative Game Playing.
Proceedings of the 6th International Conference on Case-Based Reasoning, 2005

Helping Physicians to Organize Guidelines Within Conceptual Hierarchies.
Proceedings of the Artificial Intelligence in Medicine, 2005

Controversial Users Demand Local Trust Metrics: An Experimental Study on Epinions.com Community.
Proceedings of the Proceedings, 2005

2004
Supporting the Requirements Prioritization Process. A Machine Learning approach.
Proceedings of the Sixteenth International Conference on Software Engineering & Knowledge Engineering (SEKE'2004), 2004

On the Discovery of the Semantic Context of Queries by Game-Playing.
Proceedings of the Flexible Query Answering Systems, 6th International Conference, 2004

Trust-Aware Collaborative Filtering for Recommender Systems.
Proceedings of the On the Move to Meaningful Internet Systems 2004: CoopIS, 2004

2003
Clustering documents in a web directory.
Proceedings of the Fifth ACM CIKM International Workshop on Web Information and Data Management (WIDM 2003), 2003

A Peer-to-Peer Advertising Game.
Proceedings of the Service-Oriented Computing, 2003

Active Sampling for Feature Selection.
Proceedings of the 3rd IEEE International Conference on Data Mining (ICDM 2003), 2003

Case-Based Ranking for Decision Support Systems.
Proceedings of the Case-Based Reasoning Research and Development, 2003

Advertising Games for Web Services.
Proceedings of the On The Move to Meaningful Internet Systems 2003: CoopIS, DOA, and ODBASE, 2003

Bootstrapping for hierarchical document classification.
Proceedings of the 2003 ACM CIKM International Conference on Information and Knowledge Management, 2003

2002
Recommendation and Personalization From Item to Collection.
Proceedings of the 6th European Conference ov Case Based Reasoning, 2002

Collaborative Case-Based Recommender Systems.
Proceedings of the Advances in Case-Based Reasoning, 6th European Conference, 2002

Collaborative Radio Community.
Proceedings of the Adaptive Hypermedia and Adaptive Web-Based Systems, 2002

2001
A Logical Framwork for Fuzzy Collaborative Filtering.
Proceedings of the 10th IEEE International Conference on Fuzzy Systems, 2001

2000
Interactive Case-Based Planning for Forest Fire Management.
Appl. Intell., 2000

1999
Data Compression and Local Metrics for Nearest Neighbor Classification.
IEEE Trans. Pattern Anal. Mach. Intell., 1999

Adaptation-Dependent Retrieval Problem: A Formal Definition.
Proceedings of the Challenges for Case-Based Reasoning, 1999

Advanced Metrics for Class-Driven Similarity Search.
Proceedings of the 10th International Workshop on Database & Expert Systems Applications, 1999

1997
CBET: Acase Base Exploration Tool.
Proceedings of the AI*IA 97: Advances in Artificial Intelligence, 1997

1995
Learning a Local Similarity Metric for Case-Based Reasoning.
Proceedings of the Case-Based Reasoning Research and Development, 1995


  Loading...