Francesco Fontanella

According to our database1, Francesco Fontanella
  • authored at least 30 papers between 2004 and 2018.
  • has a "Dijkstra number"2 of five.

Timeline

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Bibliography

2018
Improving Evolutionary Algorithm Performance for Feature Selection in High-Dimensional Data.
Proceedings of the Applications of Evolutionary Computation, 2018

2017
Feature Selection in High Dimensional Data by a Filter-Based Genetic Algorithm.
Proceedings of the Applications of Evolutionary Computation - 20th European Conference, 2017

A novel mutation operator for the evolutionary learning of Bayesian networks.
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

A Brief Overview on Handwriting Analysis for Neurodegenerative Disease Diagnosis.
Proceedings of the Workshop on Artificial Intelligence with Application in Health co-located with the 16th International Conference of the Italian Association for Artificial Intelligence (AI*IA 2017), 2017

2016
A Novel GA-based Feature Selection Approach for High Dimensional Data.
Proceedings of the Genetic and Evolutionary Computation Conference, 2016

2014
A GA-based feature selection approach with an application to handwritten character recognition.
Pattern Recognition Letters, 2014

Using Bayesian networks for selecting classifiers in GP ensembles.
Inf. Sci., 2014

Random Forest for Reliable Pre-classification of Handwritten Characters.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Rejecting Both Segmentation and Classification Errors in Handwritten Form Processing.
Proceedings of the 14th International Conference on Frontiers in Handwriting Recognition, 2014

2013
EvoGeneSys, a new evolutionary approach to graph generation.
Appl. Soft Comput., 2013

A Weighted Majority Vote Strategy Using Bayesian Networks.
Proceedings of the Image Analysis and Processing - ICIAP 2013, 2013

2012
Pruning GP-Based Classifier Ensembles by Bayesian Networks.
Proceedings of the Parallel Problem Solving from Nature - PPSN XII, 2012

A Novel Naive Bayes Voting Strategy for Combining Classifiers.
Proceedings of the 2012 International Conference on Frontiers in Handwriting Recognition, 2012

2011
A Bayesian Approach for Combining Ensembles of GP Classifiers.
Proceedings of the Multiple Classifier Systems - 10th International Workshop, 2011

A Method for Scribe Distinction in Medieval Manuscripts Using Page Layout Features.
Proceedings of the Image Analysis and Processing - ICIAP 2011, 2011

Using bayesian networks for selecting classifiers in GP ensembles.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

2010
Combining Single Class Features for Improving Performance of a Two Stage Classifier.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

A Hybrid Evolutionary Algorithm for Bayesian Networks Learning: An Application to Classifier Combination.
Proceedings of the Applications of Evolutionary Computation, 2010

2009
Learning Bayesian Networks by Evolution for Classifier Combination.
Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009

2008
A feature selection algorithm for handwritten character recognition.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

A GA-Based Feature Selection Algorithm for Remote Sensing Images.
Proceedings of the Applications of Evolutionary Computing, 2008

2007
Evolutionary Prototyping for Handwriting Recognition.
IJPRAI, 2007

A feature selection algorithm for class discrimination improvement.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007

2006
An Approach to Pattern Recognition by Evolutionary Computation.
PhD thesis, 2006

Looking for Prototypes by Genetic Programming.
Proceedings of the Advances in Machine Vision, 2006

Evolutionary Generation of Prototypes for a Learning Vector Quantization Classifier.
Proceedings of the Applications of Evolutionary Computing, 2006

2005
A Novel Genetic Programming Based Approach for Classification Problems.
Proceedings of the Image Analysis and Processing, 2005

EvoGeneS, a New Evolutionary Approach to Graph Generation.
Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2005

Genetic programming for generating prototypes in classification problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2005

2004
An Innovative Approach to Genetic Programming - based Clustering.
Proceedings of the Applied Soft Computing Technologies: The Challenge of Complexity, Proceedings of the 9th Online World Conference on Soft Computing in Industrial Applications (WSC9), September 20th, 2004


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