Paolo Avesani

103 papers A* 6A 6B 6C 9Misc 2Journal 26Unranked 46
YearRankTypeTitle / Venue / Authors
2025 J jnl
Supervised white matter bundle segmentation in glioma patients with transfer learning.
Medical Image Anal.
Chiara Riccardi, Ludovico Coletta, Sofia Ghezzi, Gabriele Amorosino, Luca Zigiotto, Jorge Jovicich, Silvio Sarubbo, Paolo Avesani
2024 — conf
Can Transfer Learning Improve Supervised Segmentation of White Matter Bundles in Glioma Patients?
CDMRI@MICCAI
Chiara Riccardi, Sofia Ghezzi, Gabriele Amorosino, Luca Zigiotto, Silvio Sarubbo, Jorge Jovicich, Paolo Avesani
2023 — conf
How Does White Matter Registration Affect Tractography Alignment?
ISBI
Gabriele Amorosino, Emanuele Olivetti, Jorge Jovicich, Paolo Avesani
2023 J jnl
Supervised tractogram filtering using Geometric Deep Learning.
Medical Image Anal.
Pietro Astolfi, Ruben S. Verhagen, Laurent Petit, Emanuele Olivetti, Silvio Sarubbo, Jonathan Masci, Davide Boscaini, Paolo Avesani
2023 J jnl
brainlife.io: A decentralized and open source cloud platform to support neuroscience research.
CoRR
Soichi Hayashi, Bradley Caron, Anibal Sólon Heinsfeld, Sophia Vinci-Booher, Brent C. McPherson, Daniel N. Bullock, Giulia Berto, J. Guiomar Niso, Sandra Hanekamp, Daniel Levitas, Lindsey Kitchell, Josiah Leong, Filipi N. Silva, Serge Koudoro, Hanna Willis, Jasleen Jolly, Derek Pisner, Taylor Zuidema, Jan Kurzwaski, Koulla Mikellidou, Aurore Bussalb, Christopher Rorden, Conner Victory, Dheeraj Bhatia, Dogu Baran Aydogan, Frank C. Yeh, Franco Delogu, Javier Guaje, Jelle Veraart, Jeremy Fischer, Joshua Faskowitz, Maximilien Chaumon, Ricardo Fabrega, David Hunt, Shawn McKee, Shaw T. Brown, Stephanie Heyman, Vittorio Iacovella, Amanda Mejia, Daniele Marinazzo, R. Cameron Craddock, Emanuele Olivetti, Jamie Hanson, Paolo Avesani, Eleftherios Garyfallidis, Daniel Stanzione, James P. Carson, Robert Henschel, David Y. Hancock, Craig A. Stewart, David M. Schnyer, Damian Eke, Russell A. Poldrack, Nathalie George, Holly Bridge, Ilaria Sani, Winrich Freiwald, Aina Puce, Nicholas Port, Franco Pestilli
2022 J jnl
DBB - A Distorted Brain Benchmark for Automatic Tissue Segmentation in Paediatric Patients.
NeuroImage
Gabriele Amorosino, Denis Peruzzo, Daniela Redaelli, Emanuele Olivetti, Filippo Arrigoni, Paolo Avesani
2022 J jnl
Supervised Tractogram Filtering using Geometric Deep Learning.
CoRR
Pietro Astolfi, Ruben S. Verhagen, Laurent Petit, Emanuele Olivetti, Silvio Sarubbo, Jonathan Masci, Davide Boscaini, Paolo Avesani
2021 J jnl
Classifyber, a robust streamline-based linear classifier for white matter bundle segmentation.
NeuroImage
Giulia Bertò, Daniel Bullock, Pietro Astolfi, Soichi Hayashi, Luca Zigiotto, Luciano Annicchiarico, Francesco Corsini, Alessandro De Benedictis, Silvio Sarubbo, Franco Pestilli, Paolo Avesani, Emanuele Olivetti
2020 — conf
A Stem-Based Dissection of Inferior Fronto-Occipital Fasciculus with A Deep Learning Model.
ISBI
Pietro Astolfi, Alessandro De Benedictis, Silvio Sarubbo, Giulia Berto, Emanuele Olivetti, Diego Sona, Paolo Avesani
2020 — conf
Automatic Tissue Segmentation with Deep Learning in Patients with Congenital or Acquired Distortion of Brain Anatomy.
MLCN/RNO-AI@MICCAI
Gabriele Amorosino, Denis Peruzzo, Pietro Astolfi, Daniela Redaelli, Paolo Avesani, Filippo Arrigoni, Emanuele Olivetti
2020 — conf
Nonlinear Alignment of Whole Tractograms with the Linear Assignment Problem.
WBIR
Emanuele Olivetti, Pietro Gori, Pietro Astolfi, Giulia Bertò, Paolo Avesani
2020 — conf
Tractogram Filtering of Anatomically Non-plausible Fibers with Geometric Deep Learning.
MICCAI (7)
Pietro Astolfi, Ruben S. Verhagen, Laurent Petit, Emanuele Olivetti, Jonathan Masci, Davide Boscaini, Paolo Avesani
2020 J jnl
Tractogram filtering of anatomically non-plausible fibers with geometric deep learning.
CoRR
Pietro Astolfi, Ruben S. Verhagen, Laurent Petit, Emanuele Olivetti, Jonathan Masci, Davide Boscaini, Paolo Avesani
2019 J jnl
A Test for Shared Patterns in Cross-modal Brain Activation Analysis.
CoRR
Elena Kalinina, Fabian Pedregosa, Vittorio Iacovella, Emanuele Olivetti, Paolo Avesani
2019 — conf
Anatomically-Informed Multiple Linear Assignment Problems for White Matter Bundle Segmentation.
ISBI
Giulia Bertò, Paolo Avesani, Franco Pestilli, Daniel Bullock, Bradley Caron, Emanuele Olivetti
2019 J jnl
Anatomically-Informed Multiple Linear Assignment Problems for White Matter Bundle Segmentation.
CoRR
Giulia Bertò, Paolo Avesani, Franco Pestilli, Daniel Bullock, Bradley Caron, Emanuele Olivetti
2018 J jnl
Classification-Based Prediction of Effective Connectivity Between Timeseries With a Realistic Cortical Network Model.
Frontiers Comput. Neurosci.
Emanuele Olivetti, Danilo Benozzo, Jan Bím, Stefano Panzeri, Paolo Avesani
2017 — conf
Comparison of distances for supervised segmentation of white matter tractography.
PRNI
Emanuele Olivetti, Giulia Berto, Pietro Gori, Nusrat Sharmin, Paolo Avesani
2017 J jnl
Supervised Estimation of Granger-Based Causality between Time Series.
Frontiers Neuroinformatics
Danilo Benozzo, Emanuele Olivetti, Paolo Avesani
2016 J jnl
Mapping Tractography Across Subjects.
CoRR
Bao Nguyen Thien, Emanuele Olivetti, Paolo Avesani
2015 J jnl
DECAF: MEG-Based Multimodal Database for Decoding Affective Physiological Responses.
IEEE Trans. Affect. Comput.
Mojtaba Khomami Abadi, Ramanathan Subramanian, Seyed Mostafa Kia, Paolo Avesani, Ioannis Patras, Nicu Sebe
2015 A conf
Goals at risk? Machine learning at support of early assessment.
RE
Paolo Avesani, Anna Perini, Alberto Siena, Angelo Susi
2015 — conf
Movie Genre Classification by Exploiting MEG Brain Signals.
ICIAP (1)
Pouya Ghaemmaghami, Mojtaba Khomami Abadi, Seyed Mostafa Kia, Paolo Avesani, Nicu Sebe
2015 J jnl
Non-parametric temporal modeling of the hemodynamic response function via a liquid state machine.
Neural Networks
Paolo Avesani, Hananel Hazan, Ester Koilis, Larry M. Manevitz, Diego Sona
2015 J jnl
On pruning the search space for clustering ensemble problems.
Neurocomputing
Sandro Vega-Pons, Paolo Avesani
2015 J jnl
Statistical independence for the evaluation of classifier-based diagnosis.
Brain Informatics
Emanuele Olivetti, Susanne Greiner, Paolo Avesani
2015 J jnl
The Approximation of the Dissimilarity Projection.
CoRR
Emanuele Olivetti, Bao Nguyen Thien, Paolo Avesani
2015 — conf
Tractography Mapping for Dissimilarity Space across Subjects.
PRNI
Paolo Avesani, Bao Nguyen Thien, Nivedita Agarwal, Mark Bromberg, Lubdha Shah, Emanuele Olivetti
2015 J jnl
Tractome: a visual data mining tool for brain connectivity analysis.
Data Min. Knowl. Discov.
Diana Porro-Muñoz, Emanuele Olivetti, Nusrat Sharmin, Bao Nguyen Thien, Eleftherios Garyfallidis, Paolo Avesani
2014 — conf
Classification of inter-subject fMRI data based on graph kernels.
PRNI
Sandro Vega-Pons, Paolo Avesani, Michael Andric, Uri Hasson
2014 — conf
Classification-Based Causality Detection in Time Series.
MLINI@NIPS
Danilo Benozzo, Emanuele Olivetti, Paolo Avesani
2014 — conf
Functional hyperalignment of resting state FMRI sessions driven by autonomic activity.
PRNI
Vittorio Iacovella, Andrea Bertana, Paolo Avesani
2014 J jnl
MEG Decoding Across Subjects.
CoRR
Emanuele Olivetti, Seyed Mostafa Kia, Paolo Avesani
2014 — conf
MEG decoding across subjects.
PRNI
Emanuele Olivetti, Seyed Mostafa Kia, Paolo Avesani
2014 — conf
Mapping Tractography Across Subjects.
MLINI@NIPS
Bao Nguyen Thien, Emanuele Olivetti, Paolo Avesani
2014 — conf
Multi-Task Learning for Interpretation of Brain Decoding Models.
MLINI@NIPS
Seyed Mostafa Kia, Sandro Vega-Pons, Emanuele Olivetti, Paolo Avesani
2014 — conf
Sensor-level maps with the kernel two-sample test.
PRNI
Emanuele Olivetti, Seyed Mostafa Kia, Paolo Avesani
2013 J jnl
A Machine Learning Approach to Software Requirements Prioritization.
IEEE Trans. Software Eng.
Anna Perini, Angelo Susi, Paolo Avesani
2013 — conf
Brain Decoding via Graph Kernels.
PRNI
Sandro Vega-Pons, Paolo Avesani
2013 B conf
Decoding affect in videos employing the MEG brain signal.
FG
Mojtaba Khomami Abadi, Seyed Mostafa Kia, Subramanian Ramanathan, Paolo Avesani, Nicu Sebe
2013 — conf
Discrete Cosine Transform for MEG Signal Decoding.
PRNI
Seyed Mostafa Kia, Emanuele Olivetti, Paolo Avesani
2013 — conf
Disentanglement of Session and Plasticity Effects in Longitudinal fMRI Studies.
MLMI
Vittorio Iacovella, Paolo Avesani, Gabriele Miceli
2013 — conf
Fast Clustering for Interactive Tractography Segmentation.
PRNI
Emanuele Olivetti, Bao Nguyen Thien, Eleftherios Garyfallidis, Nivedita Agarwal, Paolo Avesani
2013 B conf
User-centric Affective Video Tagging from MEG and Peripheral Physiological Responses.
ACII
Mojtaba Khomami Abadi, Seyed Mostafa Kia, Subramanian Ramanathan, Paolo Avesani, Nicu Sebe
2012 — conf
Testing Multiclass Pattern Discrimination.
PRNI
Emanuele Olivetti, Susanne Greiner, Paolo Avesani
2011 — conf
Induction in Neuroscience with Classification: Issues and Solutions.
MLINI
Emanuele Olivetti, Susanne Greiner, Paolo Avesani
2011 — conf
Learning BOLD Response in fMRI by Reservoir Computing.
PRNI
Paolo Avesani, Hananel Hazan, Ester Koilis, Larry M. Manevitz, Diego Sona
2011 — conf
Pairwise Analysis for Longitudinal fMRI Studies.
MLINI
Diego Sona, Paolo Avesani, Stefano Magon, Gianpaolo Basso, Gabriele Miceli
2011 — conf
Supervised Segmentation of Fiber Tracts.
SIMBAD
Emanuele Olivetti, Paolo Avesani
2011 — conf
Testing for Information with Brain Decoding.
PRNI
Emanuele Olivetti, Sriharsha Veeramachaneni, Paolo Avesani
2010 — conf
Brain connectivity analysis by reduction to pair classification.
CIP
Emanuele Olivetti, Sriharsha Veeramachaneni, Susanne Greiner, Paolo Avesani
2010 — conf
Feature Rating by Random Subspaces for Functional Brain Mapping.
Brain Informatics
Diego Sona, Paolo Avesani
2010 B conf
Multivariate Brain Mapping by Random Subspaces.
ICPR
Diego Sona, Paolo Avesani
2009 — conf
A Recommender for Active Preference Estimate.
DigiBiz
Andrea Malossini, Paolo Avesani
2009 J jnl
A large dataset for the evaluation of ontology matching.
Knowl. Eng. Rev.
Fausto Giunchiglia, Mikalai Yatskevich, Paolo Avesani, Pavel Shvaiko
2009 — ch.
Learning to Interpret Cognitive States from fMRI Brain Images.
Computational Intelligence and Bioengineering
Diego Sona, Emanuele Olivetti, Paolo Avesani, Sriharsha Veeramachaneni
2009 — ch.
Trust Metrics in Recommender Systems.
Computing with Social Trust
Paolo Massa, Paolo Avesani
2008 B conf
A relational cascade correlation for structured outputs.
IJCNN
Nicola Polettini, Diego Sona, Paolo Avesani
2007 A* conf
An Analysis of the Use of Tags in a Blog Recommender System.
IJCAI
Conor Hayes, Paolo Avesani, Sriharsha Veeramachaneni
2007 — conf
Building Quality-Based Views of the Web.
AI*IA
Enrico Triolo, Nicola Polettini, Diego Sona, Paolo Avesani
2007 — conf
Inferring Cognition from fMRI Brain Images.
ICANN (2)
Diego Sona, Sriharsha Veeramachaneni, Emanuele Olivetti, Paolo Avesani
2007 J jnl
Trust Metrics on Controversial Users: Balancing Between Tyranny of the Majority.
Int. J. Semantic Web Inf. Syst.
Paolo Massa, Paolo Avesani
2007 A conf
Trust-aware recommender systems.
RecSys
Paolo Massa, Paolo Avesani
2007 A conf
Using Tags and Clustering to Identify Topic-Relevant Blogs.
ICWSM
Conor Hayes, Paolo Avesani
2006 A* conf
Active sampling for detecting irrelevant features.
ICML
Sriharsha Veeramachaneni, Emanuele Olivetti, Paolo Avesani
2006 — conf
An Analysis of Bloggers, Topics and Tags for a Blog Recommender System.
WebMine
Conor Hayes, Paolo Avesani, Uldis Bojars
2006 C conf
Regularization for Unsupervised Classification on Taxonomies.
ISMIS
Diego Sona, Sriharsha Veeramachaneni, Nicola Polettini, Paolo Avesani
2006 — conf
Using the Case-Based Ranking Methodology for Test Case Prioritization.
ICSM
Paolo Tonella, Paolo Avesani, Angelo Susi
2005 Misc conf
A Large Scale Taxonomy Mapping Evaluation.
ISWC
Paolo Avesani, Fausto Giunchiglia, Mikalai Yatskevich
2005 Misc conf
A trust-enhanced recommender system application: Moleskiing.
SAC
Paolo Avesani, Paolo Massa, Roberto Tiella
2005 — conf
Active Sampling for Knowledge Discovery from Biomedical Data.
PKDD
Sriharsha Veeramachaneni, Francesca Demichelis, Emanuele Olivetti, Paolo Avesani
2005 — conf
Advertising Strategies: Learning Competence through Cooperative Game Playing.
ICCBR Workshops
Paolo Avesani, Conor Hayes
2005 J jnl
Clustering documents into a web directory for bootstrapping a supervised classification.
Data Knowl. Eng.
Giordano Adami, Paolo Avesani, Diego Sona
2005 C conf
Collaborative Case-Based Preference Elicitation.
IEA/AIE
Paolo Avesani, Angelo Susi, Daniele Zanoni
2005 A* conf
Controversial Users Demand Local Trust Metrics: An Experimental Study on Epinions.com Community.
AAAI
Paolo Massa, Paolo Avesani
2005 C conf
Exploiting Domain Knowledge in Requirements Prioritization.
SEKE
Paolo Avesani, Cinzia Bazzanella, Anna Perini, Angelo Susi
2005 A conf
Facing Scalability Issues in Requirements Prioritization with Machine Learning Techniques.
RE
Paolo Avesani, Cinzia Bazzanella, Anna Perini, Angelo Susi
2005 B conf
Helping Physicians to Organize Guidelines Within Conceptual Hierarchies.
AIME
Diego Sona, Paolo Avesani, Robert Moskovitch
2005 A* conf
Hierarchical Dirichlet model for document classification.
ICML
Sriharsha Veeramachaneni, Diego Sona, Paolo Avesani
2005 C conf
Language Games: Solving the Vocabulary Problem in Multi-Case-Base Reasoning.
ICCBR
Paolo Avesani, Conor Hayes, Marco Cova
2005 C conf
Re-using Implicit Knowledge in Short-Term Information Profiles for Context-Sensitive Tasks.
ICCBR
Conor Hayes, Paolo Avesani, Emiliano Baldo, Padraig Cunningham
2005 A* conf
Shared lexicon for distributed annotations on the Web.
WWW
Paolo Avesani, Marco Cova
2005 — conf
Tagsocratic: Learning Shared Concepts on the Blogosphere.
INTETAIN
Dina Goren-Bar, Israela Levi, Conor Hayes, Paolo Avesani
2004 J jnl
Active sampling for data mining.
Res. Comput. Sci.
Emanuele Olivetti, Paolo Avesani
2004 C conf
On the Discovery of the Semantic Context of Queries by Game-Playing.
FQAS
Alessandro Agostini, Paolo Avesani
2004 C conf
Supporting the Requirements Prioritization Process. A Machine Learning approach.
SEKE
Paolo Avesani, Cinzia Bazzanella, Anna Perini, Angelo Susi
2004 — conf
Trust-Aware Collaborative Filtering for Recommender Systems.
CoopIS/DOA/ODBASE (1)
Paolo Massa, Paolo Avesani
2003 A conf
A Peer-to-Peer Advertising Game.
ICSOC
Paolo Avesani, Alessandro Agostini
2003 A* conf
Active Sampling for Feature Selection.
ICDM
Sriharsha Veeramachaneni, Paolo Avesani
2003 — conf
Advertising Games for Web Services.
OTM
Alessandro Agostini, Paolo Avesani
2003 A conf
Bootstrapping for hierarchical document classification.
CIKM
Giordano Adami, Paolo Avesani, Diego Sona
2003 C conf
Case-Based Ranking for Decision Support Systems.
ICCBR
Paolo Avesani, Sara Ferrari, Angelo Susi
2003 — conf
Clustering documents in a web directory.
WIDM
Giordano Adami, Paolo Avesani, Diego Sona
2002 — conf
Collaborative Case-Based Recommender Systems.
ECCBR
Stefano Aguzzoli, Paolo Avesani, Paolo Massa
2002 — conf
Collaborative Radio Community.
AH
Paolo Avesani, Paolo Massa, Michele Nori, Angelo Susi
2002 — conf
Recommendation and Personalization From Item to Collection.
ECCBR Workshops
Paolo Avesani, Paolo Massa
2001 B conf
A Logical Framwork for Fuzzy Collaborative Filtering.
FUZZ-IEEE
Stefano Aguzzoli, Paolo Avesani, Brunella Gerla
2000 J jnl
Interactive Case-Based Planning for Forest Fire Management.
Appl. Intell.
Paolo Avesani, Anna Perini, Francesco Ricci
1999 — conf
Adaptation-Dependent Retrieval Problem: A Formal Definition.
ICCBR Workshops
Paolo Avesani, Enrico Blanzieri
1999 — conf
Advanced Metrics for Class-Driven Similarity Search.
DEXA Workshop
Paolo Avesani, Enrico Blanzieri, Francesco Ricci
1999 J jnl
Data Compression and Local Metrics for Nearest Neighbor Classification.
IEEE Trans. Pattern Anal. Mach. Intell.
Francesco Ricci, Paolo Avesani
1997 — conf
CBET: Acase Base Exploration Tool.
AI*IA
Paolo Avesani, Anna Perini, Francesco Ricci
1995 C conf
Learning a Local Similarity Metric for Case-Based Reasoning.
ICCBR
Francesco Ricci, Paolo Avesani