Publications
, “A Pattern Recognition System for Malicious PDF Files Detection”, in MLDM - International Conference on Machine Learning and Data Mining, Berlin, 2012, vol. 7376, pp. 510-524.
(1.74 MB)
(1.74 MB), “Moving Targets - When Data Classes Depend on Subjective Judgement, or They Are Crafted by an Adversary to Mislead Pattern Analysis Algorithms - The Cases of Content Based Image Retrieval and Adversarial Classification”, in Advances in Data Mining. Applications and Theoretical Aspects, vol. LNCS 6171, Springer-Verlag, 2010, pp. 1-16.
, “Dynamic Score Combination: A Supervised and Unsupervised Score Combination Method”, in Machine Learning and Data Mining in Pattern Recognition (MLDM 2009), Leipzig, Germany, 2009, vol. 5632, pp. 163-177.
, “Instance-Based Relevance Feedback in Image Retrieval using Dissimilarity Spaces”, in Case-Based Reasoning for signals and images, Springer, 2007.
, “Selection of experts for the design of multiple biometric systems”, in Machine Learning and Data Mining in Pattern Recognition, MLDM 2007, Leipzig, 2007, vol. 4571, pp. 795-809.
, “Sensing attacks in Computers Network with Hidden Markov Models”, in Machine Learning and Data Mining in Pattern Recognition, MLDM 2007, Leipzig, 2007, vol. 4571, pp. 449-463. (315.94 KB)
(315.94 KB), “Alarm Clustering for Intrusion Detection Systems in Computer Networks”, in Machine Learning and Data Mining in Pattern Recognition (MLDM 2005), Leipzig, Germany, 2005, vol. 3587, pp. 184-193.
