Ignazio Pillai

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