Foto del docente

Alessandra Lumini

Associate Professor

Department of Computer Science and Engineering

Academic discipline: ING-INF/05 Information Processing Systems

Publications

Nanni, Loris; Lumini, Alessandra; Brahnam, Sheryl, Weighted Reward-Punishment Editing, «PATTERN RECOGNITION LETTERS», 2016, 75, pp. 48 - 54 [Scientific article]

Nanni, L.; Brahnam, S.; Lumini, A. ., Classifier Ensemble Methods, in: Wiley Encyclopedia of Electrical and Electronics Engineering, New York, John Wiley & Sons, Inc., 2015, pp. 1 - 12 [Chapter or essay]

L. Nanni; A. Lumini; M. Ferrara; R. Cappelli, Combining biometric matchers by means of machine learning and statistical approaches, «NEUROCOMPUTING», 2015, 149, pp. 526 - 535 [Scientific article]

Nanni, L.; Lumini, A.; Brahnam, S., Ensemble of face/eye detectors for accurate automatic face detection, «INTERNATIONAL JOURNAL OF LATEST RESEARCH IN SCIENCE & TECHNOLOGY», 2015, 4, pp. 8 - 18 [Scientific article]

Nanni, Loris; Brahnam, Sheryl; Ghidoni, Stefano; Lumini, Alessandra, Toward a General-Purpose Heterogeneous Ensemble for Pattern Classification, «COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE», 2015, 2015, pp. 1 - 10 [Scientific article]

Nanni, Loris; Lumini, Alessandra; Brahnam, Sheryl, Weighted fusion of shape descriptor for robust shape classification, in: Horizons in Computer Science Research, New York, Nova Science Publishers, Inc., 2015, pp. 1 - 31 [Chapter or essay]

Loris Nanni;Alessandra Lumini;Sheryl Brahnam, A set of descriptors for identifying the protein–drug interaction in cellular networking, «JOURNAL OF THEORETICAL BIOLOGY», 2014, 359, pp. 120 - 128 [Scientific article]

Loris Nanni;Alessandra Lumini;Sheryl Brahnam, An Empirical Study of Different Approaches for Protein Classification, «THE SCIENTIFIC WORLD JOURNAL», 2014, 2014, pp. 1 - 17 [Scientific article]

L. Nanni; A. Lumini; F. Dominio; M. Donadeo ; P. Zanuttigh, Combination of Depth and Texture Descriptors for Gesture Recognition, in: AA. VV., Advances in Machine Learning Research, Hauppauge, NOVA Publishers, Inc, 2014, pp. 1 - 35 [Chapter or essay]

Loris Nanni;Alessandra Lumini;Fabio Dominio;Pietro Zanuttigh, Effective and precise face detection based on color and depth map, «APPLIED COMPUTING AND INFORMATICS», 2014, 10, pp. 1 - 13 [Scientific article]Open Access

Loris Nanni;Alessandra Lumini;Sheryl Brahnam, Ensemble of different local descriptors, codebook generation methods and subwindow configurations for building a reliable computer vision system, «MAGALLAT GAMIAT AL-MALIK SAʹUD. AL-ʹULUM», 2014, 26, pp. 89 - 100 [Scientific article]

Loris Nanni;Sheryl Brahnam;Alessandra Lumini;Tonya Barrier, Ensemble of Local Phase Quantization Variants with Ternary Encoding, in: AA. VV., Local Binary Patterns: New Variants and Applications, berlin, Springer, 2014, pp. 177 - 188 (STUDIES IN COMPUTATIONAL INTELLIGENCE) [Chapter or essay]

Loris Nanni;Alessandra Lumini;Sheryl Brahnam, Ensemble of shape descriptors for shape retrieval and classification, «INTERNATIONAL JOURNAL OF ADVANCED INTELLIGENCE PARADIGMS», 2014, 6, pp. 136 - 156 [Scientific article]

Sheryl Brahnam;Lakhmi C. Jain;Alessandra Lumini;Loris Nanni, Introduction to Local Binary Patterns: New Variants and ApplicationsLocal Binary Patterns: New Variants and Applications, in: AA. VV, Local Binary Patterns: New Variants and Applications, berlin, Springer, 2014, pp. 1 - 13 (STUDIES IN COMPUTATIONAL INTELLIGENCE) [Chapter or essay]

Loris Nanni;Sheryl Brahnam;Alessandra Lumini, Prediction of protein structure classes by incorporating different protein descriptors into general Chou’s pseudo amino acid composition, «JOURNAL OF THEORETICAL BIOLOGY», 2014, 360, pp. 109 - 116 [Scientific article]

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