Foto del docente

Alessandra Lumini

Associate Professor

Department of Computer Science and Engineering

Academic discipline: ING-INF/05 Information Processing Systems

Publications

L. Nanni; S. Brahnam; A. Lumini, A very high performing system to discriminate tissues in mammograms as benign and malignant, «EXPERT SYSTEMS WITH APPLICATIONS», 2012, 39, pp. 1968 - 1971 [Scientific article]

L. Nanni; A. Lumini, Combining Face and Eye Detectors in a High- Performance Face-Detection System, «IEEE MULTIMEDIA», 2012, 19, pp. 20 - 27 [Scientific article]

L. Nanni; S. Brahnam; A. Lumini, Combining multiple approaches for gene microarray classification, «BIOINFORMATICS», 2012, 28, pp. 1151 - 1157 [Scientific article]

L. Nanni; C. Casanova; S. Brahnam; A. Lumini, Empirical tests on enhancement techniques for an hybrid fingerprint matcher based on minutiae and texture, «INTERNATIONAL JOURNAL OF AUTOMATED IDENTIFICATION TECHNOLOGY», 2012, 4, pp. 1 - 10 [Scientific article]

L. Nanni; A. Lumini; D. Gupta; A. Garg, Identifying bacterial virulent proteins by fusing a set of classifiers based on variants of Chou’s pseudo amino acid composition and on evolutionary information, «IEEE/ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS», 2012, 9, pp. 467 - 475 [Scientific article]

Nanni Loris; A. Lumini; M. Ferrara; R. Cappelli, Learning for combining fingerprint matchers: a case study FVC-OnGoing, in: Neurocomputing: Learning, Architectures and Modeling, HAUPPAUGE, Nova Science Pub Inc, 2012, pp. 83 - 102 [Chapter or essay]

L. Nanni; S. Brahnam; A. Lumini, Local phase quantization descriptor for improving shape retrieval/classification, «PATTERN RECOGNITION LETTERS», 2012, 33, pp. 2254 - 2260 [Scientific article]

L. Nanni; S. Brahnam; A. Lumini, Matrix representation in pattern classification, «EXPERT SYSTEMS WITH APPLICATIONS», 2012, 39, pp. 3031 - 3036 [Scientific article]

L. Nanni; S. Brahnam; A. Lumini, Random interest regions for object recognition based on texture descriptors and bag of features, «EXPERT SYSTEMS WITH APPLICATIONS», 2012, 39, pp. 973 - 977 [Scientific article]

L. Nanni; S. Brahnam; A. Lumini, Survey on LBP based texture descriptors for image classification, «EXPERT SYSTEMS WITH APPLICATIONS», 2012, 39, pp. 3634 - 3641 [Scientific article]

L. Nanni; S. Brahnam; A. Lumini, Wavelet images and Chou's pseudo amino acid composition for protein classification, «AMINO ACIDS», 2012, 43, pp. 657 - 665 [Scientific article]

L. Nanni; A. Lumini; C. Manna, A data mining approach for predicting the pregnancy rate in human assisted reproduction, in: Advanced computational Intelligence Paradigms in Healthcare 5: Intelligent Decision Support Systems, BERLIN / HEIDELBERG, Springer, 2011, pp. 97 - 111 [Chapter or essay]

L. Nanni; A. Lumini, A new encoding technique for peptide classification, «EXPERT SYSTEMS WITH APPLICATIONS», 2011, 38, pp. 3185 - 3191 [Scientific article]

L. Nanni; A. Lumini; C. Manna, An artificial intelligence tool for predicting embryos quality, in: Artificial Intelligence: Approaches, Tools and Applications, HAUPPAUGE, NY, Nova Publishers, 2011, pp. 115 - 126 [Chapter or essay]

Nanni, Loris; Lumini, Alessandra, An empirical study for finding a robust ensemble of classifiers for protein classification, in: Protein Engineering: Design, Selection and Applications, HAUPPAUGE, NY, Nova Publishers, 2011, pp. 53 - 72 [Chapter or essay]

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