Publications
, “Adversarial Pattern Classification”, 2009.
, “Alarm clustering for intrusion detection systems in computer networks”, Engineering Applications of Artificial Intelligence, vol. 19, pp. 429-438, 2006.
, “Analysis of error-reject trade-off in linearly combined multiple classifiers”, Pattern Recognition, vol. 37, pp. 1245-1265, 2004.
, “Analysis of unsupervised template update in biometric recognition systems”, Pattern Recognition Letters, vol. 37, no. 1, 2014.
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(1.37 MB), “Application of Neural Networks and Statistical Pattern Recognition Algorithms to Earthquake Risk Evaluations”, Pattern Recognition Letters, vol. 18, pp. 1353-1362, 1997.
, “An Approach to the Automatic Design of Multiple Classifier Systems”, Pattern Recognition Letters, vol. 22, pp. 25-33, 2001.
, “Bayesian Relevance Feedback for Content-Based Image Retrieval”, Pattern Recognition, vol. 37, pp. 1499-1508, 2004.
, “Biometric System Adaptation by Self-update and Graph-based techniques”, Journal of Visual Languages and Computing, Elsevier, 2013.
, “Classification of multi-sensor remote- sensing images by structured neural networks”, IEEE Transactions on Geoscience and Remote Sensing, vol. 33, pp. 562-578, 1995.
, “Combination of Neural and Statistical Algorithms for Supervised Classification of Remote-Sensing Images”, Pattern Recognition Letters, vol. 21, pp. 385-397, 2000.
, “Combining Flat and Structural Representations for Fingerprint Classification with Recursive Neural Networks and Support Vector Machine”, Pattern Recognition, vol. 36, pp. 397-406, 2003.
, “A Critical Analysis of Adaptive Biometric Systems”, IET Biometrics, 2012.
, “Decision-level fusion of PCA and LDA-based face recognition algorithms”, International Journal of Image and Graphics, vol. 6, pp. 293-311, 2006.
, “Deep Neural Rejection against Adversarial Examples”, EURASIP Journal on Information Security, vol. 5, 2020.
, “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), “Design of effective neural network ensembles for image classification”, Image and Vision Computing Journal, vol. 19, pp. 697-705, 2001.
, “Designing multi-label classifiers that maximize F measures: state of the art”, Pattern Recognition, vol. 61, 2017. (452.28 KB)
(452.28 KB), “Designing multiple biometric systems: measures of ensemble effectiveness”, Engineering Applications of Artificial Intelligence, vol. 22, pp. 66-78, 2009.
, “Diversified Sensitivity based Undersampling for Imbalance Classification Problems”, IEEE Transactions on Cybernetics, In Press. (1.91 MB)
(1.91 MB), “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), “Dynamic Classifier Selection Based on Multiple Classifier Behaviour”, Pattern Recognition, vol. 34, pp. 179-181, 2001.
, “Empirical Assessment of Generating Adversarial Configurations for Software Product Lines”, Empirical Software Engineering, vol. 26, no. 6, 2021. (1.29 MB)
(1.29 MB), “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.
, “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.
, “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. (976.57 KB)
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