PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

EPrints submitted by Dario Malchiodi

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Number of EPrints submitted by this user: 27

A general framework for learning rules from data
Bruno Apolloni, Dario Malchiodi, Christos Orovas, Giorgio Palmas and John G. Taylor
IEEE Transactions on Neural Networks Volume 15, Number 6, pp. 1333-1349, 2004.

Learning rule representations from data
Bruno Apolloni, Andrea Brega, Dario Malchiodi, Giorgio Palmas and Anna Maria Zanaboni
IEEE Transactions on System, Man and Cybernetics, Part A 2005.

Elementary team strategies in a monotone game
Bruno Apolloni, Simone Bassis, Sabrina Gaito and Dario Malchiodi
Nonlinear Analysis 2005.

Controlling the losing probability in a monotone game
Bruno Apolloni, Simone Bassis, Sabrina Gaito and Dario Malchiodi
Information Sciences 2005.

Appreciation of medical treatments by learning underlying functions with good confidence
Bruno Apolloni, Simone Bassis, Sabrina Gaito and Dario Malchiodi
Current Pharmaceutical Design 2005.

BICA: a Boolean independent component analysis algorithm
Bruno Apolloni, Andrea Brega and Dario Malchiodi
In: HIS 2005, 6-9 Nov 2005, Rio de Janeiro, Brasil.

Tight bounds for SVM classification error
Bruno Apolloni, Simone Bassis, Sabrina Gaito and Dario Malchiodi
In: International Conference on Neural Networks and Brain 2005, 13-15 Oct 2005, Beijing, China.

Granular regression
Bruno Apolloni, Domenico Iannizzi, Dario Malchiodi and Witold Pedrycz
In: WIRN 2005, 8-11 Jun 2005, Vietri sul Mare (SA), Italy.

Computing confidence intervals for the risk ofa SVM classifier through algorithmic inference
Bruno Apolloni, Simone Bassis, Sabrina Gaito, Dario Malchiodi and Alberto Minora
In: WIRN 2004, 15-17 Sep 2004, Perugia, Italy.

Detecting driving awareness
Bruno Apolloni, Dario Malchiodi and Cristian Mesiano
In: 2004 IEEE Conference on Computational Intelligence for Homeland Security and Personal Safety, 21-22 Jul 2004, Venice, Italy.

Embedding sample points relevance in SVM linear classification
Bruno Apolloni and Dario Malchiodi
In: MDAI 2006: Modeling Decisions for Artificial Intelligence, 3-5 Apr 2006, Tarragona, Cataluña, Spain.

Implementing an XML-RPC client in Mathematica
Dario Malchiodi
In: IMS'06: 8th International Mathematica Symposium, 19-23 Jun 2006, Avignon, France.

Interpolating support information granules
Bruno Apolloni, Simone Bassis, Dario Malchiodi and Witold Perdycz
In: ICANN 2006, 10-14 Sep 2006, Athens, Greece.

SVM with Random Labels
Bruno Apolloni, Simone Bassis and Dario Malchiodi
In: 11th International Conference on Knowledge-Based Intelligent Information and Engineering Systems - XVII Italian Workshop on Neural Networks, 12-14 Sep 2007, Vietri sul Mare (SA), Italy.

A Modified SVM Classification Algorithm for Data of Variable Quality
Bruno Apolloni, Dario Malchiodi and Luca Natali
In: 11th International Conference on Knowledge-Based Intelligent Information and Engineering Systems - XVII Italian Workshop on Neural Networks, 12-14 Sep 2007, Vietri sul Mare (SA), Italy.

Modeling individual's aging within a bacterial population using a pi-calculus paradigm
Bruno Apolloni, Simone Bassis, Alberto Clivio, Sabrina Gaito and Dario Malchiodi
Natural Computing Volume 6, Number 1, pp. 33-53, 2007.

Bootstraping Complex Functions
Bruno Apolloni, Simone Bassis, Sabrina Gaito and Dario Malchiodi
Nonlinear Analysis 2006.

Embedding Sample Points Uncertainty Measures in Learning Algorithms
Dario Malchiodi
Nonlinear Analysis 2006.

Solving complex regression problems via Algorithmic Inference: a new family of bootstrap algorithms
Bruno Apolloni, Simone Bassis, Sabrina Gaito and Dario Malchiodi
Far East Journal of Theoretical Statistics Volume 22, Number 2, pp. 141-180, 2007. ISSN 0972-0863

A New Goodness-Of-Fit Statistical Test
Bruno Apolloni and Simone Bassis
Intelligent Decision Technologies Volume 1, pp. 1-14, 2007.

Interpolating support information granules
Bruno Apolloni, Simone Bassis, Dario Malchiodi and Witold Pedrycz
Neurocomputing Volume 71, pp. 2433-2445, 2008.

The puzzle of granular computing
Bruno Apolloni, Witold Pedrycz, Simone Bassis and Dario Malchiodi
(2008) Studies in Computational Intelligence , Volume 138 . Springer , Berlin . ISBN 978 3 540 79863 7

Discovering regression data quality through clustering methods
Dario Malchiodi, Simone Bassis and Lorenzo Valerio
In: WIRN 2008, 22-24 May 2008, Vietri sul Mare (SA), Italy.

Compatible worlds
Bruno Apolloni, Simone Bassis and Dario Malchiodi
Nonlinear Analysis: Theory, Methods & Applications Volume 71, Number 12, pp. 2883-2901, 2009.

An experimental analysis of the impact of accuracy degradation in SVM classification
Dario Malchiodi
International Journal of Computational Intelligence Studies Volume 1, Number 2, pp. 163-190, 2009.

Playing monotone games to understand learning behaviors
Bruno Apolloni, Dario Malchiodi and Lorenzo Valerio
Theoretical Computer Science Volume 411, Number 25, pp. 2384-2405, 2010. ISSN 0304-3975

Relevance regression learning with support vector machines
Bruno Apolloni, Dario Malchiodi and Lorenzo Valerio
Nonlinear Analysis Volume 73, pp. 2855-2867, 2010. ISSN 0362-546X