Ignazio Pillai

Publication Activity (10 Years)

Years Active: 2003-2018
Publications (10 Years): 4

Top Topics

Hierarchical Text Categorization

Binary Classifiers

Top Venues

Pattern Recognit.

IEEE Trans. Neural Networks Learn. Syst.

Publications

Battista Biggio, Ignazio Pillai, Samuel Rota Bulò, Davide Ariu, Marcello Pelillo, Fabio Roli
Is Data Clustering in Adversarial Settings Secure? CoRR (2018)
Samuel Rota Bulò, Battista Biggio, Ignazio Pillai, Marcello Pelillo, Fabio Roli
Randomized Prediction Games for Adversarial Machine Learning. IEEE Trans. Neural Networks Learn. Syst. 28 (11) (2017)
Ignazio Pillai, Giorgio Fumera, Fabio Roli
Designing multi-label classifiers that maximize F measures: State of the art. Pattern Recognit. 61 (2017)
Samuel Rota Bulò, Battista Biggio, Ignazio Pillai, Marcello Pelillo, Fabio Roli
Randomized Prediction Games for Adversarial Machine Learning. CoRR (2016)
Battista Biggio, Samuel Rota Bulò, Ignazio Pillai, Michele Mura, Eyasu Zemene Mequanint, Marcello Pelillo, Fabio Roli
Poisoning Complete-Linkage Hierarchical Clustering. S+SSPR (2014)
Ignazio Pillai, Giorgio Fumera, Fabio Roli
Learning of Multilabel Classifiers. ICPR (2014)
Sarunas Raudys, Giorgio Fumera, Aistis Raudys, Ignazio Pillai
Sample Size Issues in the Choice between the Best Classifier and Fusion by Trainable Combiners. IDEAL (2014)
Ignazio Pillai, Giorgio Fumera, Fabio Roli
Threshold optimisation for multi-label classifiers. Pattern Recognit. 46 (7) (2013)
Ignazio Pillai, Giorgio Fumera, Fabio Roli
Multi-label classification with a reject option. Pattern Recognit. 46 (8) (2013)
Battista Biggio, Ignazio Pillai, Samuel Rota Bulò, Davide Ariu, Marcello Pelillo, Fabio Roli
Is data clustering in adversarial settings secure? AISec (2013)
Ignazio Pillai, Giorgio Fumera, Fabio Roli
F-measure optimisation in multi-label classifiers. ICPR (2012)
Ignazio Pillai, Riccardo Satta, Giorgio Fumera, Fabio Roli
Exploiting Depth Information for Indoor-Outdoor Scene Classification. ICIAP (2) (2011)
Battista Biggio, Giorgio Fumera, Ignazio Pillai, Fabio Roli
A survey and experimental evaluation of image spam filtering techniques. Pattern Recognit. Lett. 32 (10) (2011)
Ignazio Pillai, Giorgio Fumera, Fabio Roli
Classifier Selection Approaches for Multi-label Problems. MCS (2011)
Ignazio Pillai, Giorgio Fumera, Fabio Roli
A Classification Approach with a Reject Option for Multi-label Problems. ICIAP (1) (2011)
Giorgio Fumera, Fabio Roli, Battista Biggio, Ignazio Pillai
Improving Image Spam Filtering Using Image Text Features. CEAS (2008)
Battista Biggio, Giorgio Fumera, Ignazio Pillai, Fabio Roli
Image Spam Filtering Using Visual Information. ICIAP (2007)
Battista Biggio, Giorgio Fumera, Ignazio Pillai, Fabio Roli
Image Spam Filtering by Content Obscuring Detection. CEAS (2007)
Giorgio Fumera, Ignazio Pillai, Fabio Roli
Spam Filtering Based On The Analysis Of Text Information Embedded Into Images. J. Mach. Learn. Res. 7 (2006)
Giorgio Fumera, Ignazio Pillai, Fabio Roli
A Two-Stage Classifier with Reject Option for Text Categorisation. SSPR/SPR (2004)
Giorgio Fumera, Ignazio Pillai, Fabio Roli
Classification with reject option in text categorisation systems. ICIAP (2003)