Publications
, “Fusion of multiple classifiers for intrusion detection in computer networks”, Pattern Recognition Letters, vol. 24, pp. 1795-1803, 2003.
, “Fusion of Multiple Classifiers”, 2002.
, “Fusion of appearance-based face recognition algorithms”, Pattern Analysis and Applications, vol. 7, pp. 151-163, 2004.
, “Functionality-Preserving Black-Box Optimization of Adversarial Windows Malware”, IEEE Transactions on Information Forensics and Security, vol. 16, pp. 3469-3478, 2021.
, “Fingerprint verification by fusion of optical and capacitive sensors”, Pattern Recognition Letters, vol. 25, pp. 1315-1322, 2004.
, “Fingerprint silicon replicas: static and dynamic features for vitality detection using an optical capture device”, International Journal of Image and Graphics, vol. 8, pp. 495-512, 2008.
, “Fingerprint Liveness Detection based on Fake Finger characteristics”, International Journal of Digital Crime and Forensics, vol. 4, no. 3, 2012.
, “Fast Person Re-Identification Based on Dissimilarity Representations”, Pattern Recognition Letters, Special Issue on Novel Pattern Recognition-Based Methods for Reidentification in Biometric Context, vol. 33, pp. 1838-1848, 2012.
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(976.57 KB), “An extension of the Jeffreys-Matusita distance to multiclass cases for feature selection”, IEEE Transactions on Geoscience and Remote Sensing, vol. 33, pp. 1318-1321, 1995.
, “An experimental comparison of neural and statistical non-parametric algorithms for supervised classification of remote-sensing images”, Pattern Recognition Letters, vol. 17, pp. 1331-1341, 1996.
, “Empirical Assessment of Generating Adversarial Configurations for Software Product Lines”, Empirical Software Engineering, vol. 26, no. 6, 2021. (1.29 MB)
(1.29 MB), “Dynamic Classifier Selection Based on Multiple Classifier Behaviour”, Pattern Recognition, vol. 34, pp. 179-181, 2001.
, “Do Gradient-Based Explanations Tell Anything About Adversarial Robustness to Android Malware?”, International Journal of Machine Learning and Cybernetics, vol. 13, pp. 217-232, 2022. (1.2 MB)
(1.2 MB), “Diversified Sensitivity based Undersampling for Imbalance Classification Problems”, IEEE Transactions on Cybernetics, In Press. (1.91 MB)
(1.91 MB), “Designing multiple biometric systems: measures of ensemble effectiveness”, Engineering Applications of Artificial Intelligence, vol. 22, pp. 66-78, 2009.
, “Designing multi-label classifiers that maximize F measures: state of the art”, Pattern Recognition, vol. 61, 2017. (452.28 KB)
(452.28 KB), “Design of effective neural network ensembles for image classification”, Image and Vision Computing Journal, vol. 19, pp. 697-705, 2001.
, “DEICTIC: a Compositional and Declarative Gesture Description based on Hidden Markov Model”, International Journal of Human-Computer Studies, vol. 122, p. 20, 2019. (1.69 MB)
(1.69 MB), “Deep Neural Rejection against Adversarial Examples”, EURASIP Journal on Information Security, vol. 5, 2020.
, “Decision-level fusion of PCA and LDA-based face recognition algorithms”, International Journal of Image and Graphics, vol. 6, pp. 293-311, 2006.
, “A Critical Analysis of Adaptive Biometric Systems”, IET Biometrics, 2012.
, “Combining Flat and Structural Representations for Fingerprint Classification with Recursive Neural Networks and Support Vector Machine”, Pattern Recognition, vol. 36, pp. 397-406, 2003.
, “Combination of Neural and Statistical Algorithms for Supervised Classification of Remote-Sensing Images”, Pattern Recognition Letters, vol. 21, pp. 385-397, 2000.
, “Classification of multi-sensor remote- sensing images by structured neural networks”, IEEE Transactions on Geoscience and Remote Sensing, vol. 33, pp. 562-578, 1995.
, “Biometric System Adaptation by Self-update and Graph-based techniques”, Journal of Visual Languages and Computing, Elsevier, 2013.
