Foto del docente

Alessandra Lumini

Associate Professor

Department of Computer Science and Engineering

Academic discipline: IINF-05/A Information Processing Systems

Publications

Loris, Nanni; Alessandra, Lumini, Skin Detection for Reducing False Positive in Face Detection, in: Advances in Engineering Research. Volume 16, Hauppauge, Nova Science Publishers, 2017, pp. 1 - 19 [Chapter or essay]

Loris, Nanni; Sheryl, Brahnam; Alessandra, Lumini, Texture descriptors for the generic pattern classification problem, in: Artificial Intelligence: Advances in Research and Applications, Hauppauge, Nova Science Publishers, 2017, pp. 1 - 15 [Chapter or essay]

Nanni, Loris; Costa, Yandre M.G.; Lumini, Alessandra; Kim, Moo Young; Baek, Seung Ryul, Combining visual and acoustic features for music genre classification, «EXPERT SYSTEMS WITH APPLICATIONS», 2016, 45, pp. 108 - 117 [Scientific article]

Alessandra Lumini; Loris Nanni; Stefano Ghidoni, Deep Features Combined with Hand-Crafted Features for Face Recognition, «INTERNATIONAL JOURNAL OF COMPUTER RESEARCH», 2016, 23, pp. 123 - 136 [Scientific article]

Nanni, Loris; Lumini, Alessandra; dos Santos, Florentino Luciano Caetano; Paci, Michelangelo; Hyttinen, Jari, Ensembles of dense and dense sampling descriptors for the HEp-2 cells classification problem, «PATTERN RECOGNITION LETTERS», 2016, 82, pp. 28 - 35 [Scientific article]

Nanni, Loris; Lumini, Alessandra; Minto, Ludovico; Zanuttigh, Pietro, Face Detection Coupling Texture, Color and Depth Data, in: Advances in Face Detection and Facial Image Analysis, geneve, Springer International Publishing, 2016, pp. 13 - 33 [Chapter or essay]

Lumini, Alessandra; Nanni, Loris; Brahnam, Sheryl, Multilayer descriptors for medical image classification, «COMPUTERS IN BIOLOGY AND MEDICINE», 2016, 72, pp. 239 - 247 [Scientific article]

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, Article number: 2-1-16042015 , 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, Article number: 909123 , 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; Lumini, Alessandra; Sheryl, Brahnam, An Empirical Study of Different Approaches for Protein Classification, «THE SCIENTIFIC WORLD JOURNAL», 2014, 2014, pp. 1 - 17 [Scientific article]

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