Ignazio Pillai

According to our database, Ignazio Pillai authored at least 19 papers between 2003 and 2017.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2017

Randomized Prediction Games for Adversarial Machine Learning.

Samuel Rota Bulò, Battista Biggio, Ignazio Pillai, Marcello Pelillo, Fabio Roli

IEEE Trans. Neural Networks Learn. Syst., 2017

Designing multi-label classifiers that maximize F measures: State of the art.

Ignazio Pillai, Giorgio Fumera, Fabio Roli

Pattern Recognit., 2017

2014

Poisoning Complete-Linkage Hierarchical Clustering.

Battista Biggio, Samuel Rota Bulò, Ignazio Pillai, Michele Mura, Eyasu Zemene Mequanint, Marcello Pelillo, Fabio Roli

Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2014

Sample Size Issues in the Choice between the Best Classifier and Fusion by Trainable Combiners.

Sarunas Raudys, Giorgio Fumera, Aistis Raudys, Ignazio Pillai

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2014, 2014

Learning of Multilabel Classifiers.

Ignazio Pillai, Giorgio Fumera, Fabio Roli

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

2013

Multi-label classification with a reject option.

Ignazio Pillai, Giorgio Fumera, Fabio Roli

Pattern Recognit., 2013

Threshold optimisation for multi-label classifiers.

Ignazio Pillai, Giorgio Fumera, Fabio Roli

Pattern Recognit., 2013

Is data clustering in adversarial settings secure?

Battista Biggio, Ignazio Pillai, Samuel Rota Bulò, Davide Ariu, Marcello Pelillo, Fabio Roli

Proceedings of the AISec'13, 2013

2012

F-measure optimisation in multi-label classifiers.

Ignazio Pillai, Giorgio Fumera, Fabio Roli

Proceedings of the 21st International Conference on Pattern Recognition, 2012

2011

A survey and experimental evaluation of image spam filtering techniques.

Battista Biggio, Giorgio Fumera, Ignazio Pillai, Fabio Roli

Pattern Recognit. Lett., 2011

Classifier Selection Approaches for Multi-label Problems.

Ignazio Pillai, Giorgio Fumera, Fabio Roli

Proceedings of the Multiple Classifier Systems - 10th International Workshop, 2011

Exploiting Depth Information for Indoor-Outdoor Scene Classification.

Ignazio Pillai, Riccardo Satta, Giorgio Fumera, Fabio Roli

Proceedings of the Image Analysis and Processing - ICIAP 2011, 2011

A Classification Approach with a Reject Option for Multi-label Problems.

Ignazio Pillai, Giorgio Fumera, Fabio Roli

Proceedings of the Image Analysis and Processing - ICIAP 2011, 2011

2008

Improving Image Spam Filtering Using Image Text Features.

Giorgio Fumera, Fabio Roli, Battista Biggio, Ignazio Pillai

Proceedings of the CEAS 2008, 2008

2007

Image Spam Filtering Using Visual Information.

Battista Biggio, Giorgio Fumera, Ignazio Pillai, Fabio Roli

Proceedings of the 14th International Conference on Image Analysis and Processing (ICIAP 2007), 2007

Image Spam Filtering by Content Obscuring Detection.

Battista Biggio, Giorgio Fumera, Ignazio Pillai, Fabio Roli

Proceedings of the CEAS 2007, 2007

2006

Spam Filtering Based On The Analysis Of Text Information Embedded Into Images.

Giorgio Fumera, Ignazio Pillai, Fabio Roli

J. Mach. Learn. Res., 2006

2004

A Two-Stage Classifier with Reject Option for Text Categorisation.

Giorgio Fumera, Ignazio Pillai, Fabio Roli

Proceedings of the Structural, 2004

2003

Classification with reject option in text categorisation systems.

Giorgio Fumera, Ignazio Pillai, Fabio Roli

Proceedings of the 12th International Conference on Image Analysis and Processing (ICIAP 2003), 2003