Emanuele Olivetti: Publications
Conference Proceedings, Books and Journals
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Michael Hanke, Yaroslav O. Halchenko, Per B. Sederberg a nd
Emanuele Olivetti, Ingo Freund, Jochem W. Rieger, Christoph
S. Herrmann, James V. Haxby, Stephen Jose Hanson, Stefan
Pollmann:
'PyMVPA: A Unifying Approach to the Analysis of Neuroscientific Data', in Frontiers in Neuroinformatics 2009 (in press).
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Diego Sona, Emanuele Olivetti, Paolo Avesani, Sriharsha Veeramachaneni:'Learning to Interpret Cognitive States
from fMRI Brain Images', in 'Computational Intelligence and Bioengineering', IOS Press 2008 (in press).
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Diego Sona, Sriharsha Veeramachaneni, Emanuele Olivetti, Paolo
Avesani:
'Inferring Cognition from fMRI
Brain Images', in proceedings of ICANN 2007
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Emanuele Olivetti, Sriharsha Veeramachaneni and Paolo
Avesani:'Active Learning of Feature
Relevance', to appear in 'Computational Methods of Feature
Selection', CRC Press, 2007, chap.11. Preprint.
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Sriharsha Veeramachaneni, Emanuele Olivetti and Paolo
Avesani:'Active Sampling for Detecting
Irrelevant Features', in proceedings of ICML 2006.
- Sriharsha Veeramachaneni, Francesca Demichelis, Emanuele
Olivetti and Paolo
Avesani: 'Active Sampling for Knowledge Discovery
from Biomedical Data', in proceedings of PKDD 2005.
- Avesani P, Olivetti E: 'Active
Sampling for Data Mining', in Research and Computing Science:
e-Environment Progress and Challenge, proceedings of EU-LAT Workshop,
San Jose (CR) 2004, Vol 11 : 313-326.
- Perini A, Susi A, Olivetti
E: 'Plant
disease models. Critical issues in development and use', in
Proceedings of the First Biennal Meeting of the International
Environmental Modeling and Software Society : Integrated Assessment
and Decision Support, Lugano (CH) 2002, vol.2 : 426-431.
- Faes L, Nollo G, Kirchner M, Olivetti E, Gaita F, Riccardi R,
Antolini R: 'Principal component analysis and cluster analysis for
measuring the local organization of human atrial fibrillation',
Med. Biol. Eng. Comput. 2001, 39:1-8.
- Kirchner M, Faes L, Olivetti E, Riccardi R, Scaglione M, Gaita
F, Antolini
R: 'Local
electrical characterization of human atrial fibrillation',
Comp. in Cardiol. 2000;27:499-502.
Posters
- Emanuele Olivetti, Diego Sona, Paolo Avesani, Renato Moretta,
Floriano Zini, Sriharsha Veeramachaneni and Jens
Schwarzbach: 'Comparison of
Univariate and Multivariate Methods for Cognitive Brain State
Prediction from fMRI data', Human Brain Mapping conference,
Chicago (USA), 2007.
- Emanuele Olivetti, Diego Sona and Sriharsha
Veeramachaneni: 'Dimensionality
reduction and recurrent neural networks for feature rating
prediction from fMRI data', Human Brain Mapping
conference, Firenze (IT), 2006.
Technical Reports
- Veeramachaneni S, Olivetti E, Avesani P : 'Active Feature Sampling
for Low Cost Feature Evaluation', IRST Technical Report,
Istituto
Trentino di Cultura, May 2005.
- Veeramachaneni S, Demichelis F, Olivetti E, Avesani P : 'Active
Sampling for Knowledge Discovery from Biomedical Data', IRST
Technical Report, Istituto
Trentino di Cultura, May 2005.
- Avesani P, Olivetti E, Susi A : 'Feeding Data Mining',
Irst TR#0207-01 , Istituto Trentino di Cultura, July 2002.
- Perini A, Susi A, Olivetti E : 'Plant disease models.
Critical issues in development and use', Irst TR#0204-12, Istituto
Trentino di Cultura, April 2002.
- Faes L, Nollo G, Kirchner M, Olivetti E, Gaita F, Riccardi R,
Antolini R : 'Automatic procedures for measuring local organization
of atrial
fibrillation episodes in humans', Irst TR#0012-37, Istituto
Trentino di Cultura, December 2000.
- Kirchner M, Faes L, Olivetti E, Riccardi R, Scaglione M, Gaita F,
Antolini
R: 'Local electrical characterization of human atrial fibrillation',
Irst TR#0011-08, Istituto Trentino di Cultura, November 2000.
Ph.D. dissertation
Master Degree dissertation