Foto del docente

Alessandra Lumini

Associate Professor

Department of Computer Science and Engineering

Academic discipline: ING-INF/05 Information Processing Systems

Publications

L. Nanni; A. Lumini, Cancellable Biometrics: Problems and Solutions for Improving Accuracy, in: Methods, Applications and Analyses, HAUPPAUGE, NY, Nova Publishers, 2010, pp. 153 - 166 [Chapter or essay]

L. Nanni; A. Lumini, Coding of amino acids by texture descriptors, «ARTIFICIAL INTELLIGENCE IN MEDICINE», 2010, 48, pp. 43 - 50 [Scientific article]

L. Nanni; E. Maiorana; A. Lumini; P. Campisi, Combining local, regional and global matchers for a template protected on-line signature verification system, «EXPERT SYSTEMS WITH APPLICATIONS», 2010, 37, pp. 3676 - 3684 [Scientific article]

L. Nanni; A. Lumini; Y.S. Lin; C.N. Hsu ; C.C. Lin, Fusion of systems for automated cell phenotype image classification, «EXPERT SYSTEMS WITH APPLICATIONS», 2010, 37, pp. 1556 - 1562 [Scientific article]

L. Nanni; A. Lumini; S. Brahnam, High performance set of features for biometric data, «INTERNATIONAL JOURNAL OF AUTOMATED IDENTIFICATION TECHNOLOGY», 2010, 2, pp. 1 - 7 [Scientific article]

L. Nanni; S. Brahnam; A. Lumini, High performance set of PseAAC and sequence based descriptors for protein classification, «JOURNAL OF THEORETICAL BIOLOGY», 2010, 266, pp. 1 - 10 [Scientific article]

L. Nanni; A. Lumini; S. Brahnam, Local Binary Patterns variants as texture descriptors for medical image analysis, «ARTIFICIAL INTELLIGENCE IN MEDICINE», 2010, 49, pp. 117 - 125 [Scientific article]

S. Brahnam; L. Nanni; J-Y. Shi; A. Lumini, Local phase quantization texture descriptor for protein classification, in: proceedings International Conference on Bioinformatics and Computational Biology (Biocomp2010), s.l, s.n, 2010, pp. 159 - 165 (atti di: International Conference on Bioinformatics and Computational Biology, Las Vegas, Nevada, USA, July 2010) [Contribution to conference proceedings]

Nanni, Loris; Brahnam, S.; Lumini, Alessandra, Novel Features for Automated Cell Phenotype Image Classification, in: Advances in Experimental Medicine and Biology, vol.680., NEW YORK, Springer, 2010, pp. 207 - 213 (Advances in Computational Biology) [Chapter or essay]

Nanni, Loris; Maiorana, E.; Lumini, Alessandra; Campisi, P., On-Line Signature Verification: Comparison and Fusion of Feature Based and Function Based Classifiers, in: Biometrics: Methods, Applications and Analyses, HAUPPAUGE, NY, Nova Publishers, 2010, pp. 91 - 108 [Chapter or essay]

L. Nanni; A. Lumini, Orthogonal Linear Discriminant Analysis and Feature Selection for microarray data classification, «EXPERT SYSTEMS WITH APPLICATIONS», 2010, 37, pp. 7132 - 7137 [Scientific article]

L. Nanni; J-Y. Shi; S. Brahnam; A. Lumini, Protein classification using texture descriptors extracted from the protein backbone image, «JOURNAL OF THEORETICAL BIOLOGY», 2010, 264, pp. 1024 - 1032 [Scientific article]

L. Nanni; A. Lumini, Using ensemble of classifiers in Bioinformatics, in: Machine Learning Research Progress, HAUPPAUGE, NY, Nova Publishers, 2010, pp. 177 - 210 [Chapter or essay]

L. Nanni; A. Lumini, A further step toward an optimal ensemble of classifiers for peptide classification, a case study: HIV protease, «PROTEIN AND PEPTIDE LETTERS», 2009, 16, pp. 163 - 167 [Scientific article]

Nanni, Loris; Lumini, Alessandra, A genetic encoding approach for learning methods for combining classifiers, «EXPERT SYSTEMS WITH APPLICATIONS», 2009, 36, pp. 7510 - 7514 [Scientific article]

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