Foto del docente

Alessandra Lumini

Associate Professor

Department of Computer Science and Engineering

Academic discipline: IINF-05/A Information Processing Systems

Publications

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]

Nanni, Loris; Lumini, Alessandra, A multi-matcher system based on Knuckle-based features, «NEURAL COMPUTING & APPLICATIONS», 2009, 18, pp. 87 - 91 [Scientific article]

Nanni, Loris; Lumini, Alessandra, A supervised method to discriminate between impostors and genuine in biometry, «EXPERT SYSTEMS WITH APPLICATIONS», 2009, 36, pp. 10401 - 10407 [Scientific article]

Lumini, Alessandra; Nanni, Loris, An ensemble of reduced alphabets with protein encoding based on grouped weight for predicting DNA-binding proteins, «AMINO ACIDS», 2009, 36, pp. 167 - 175 [Scientific article]

Nanni, Loris; Lumini, Alessandra, An ensemble of Support Vector Machines for predicting virulent proteins, «EXPERT SYSTEMS WITH APPLICATIONS», 2009, 36, pp. 7458 - 7462 [Scientific article]

L. Nanni; A. Lumini, An experimental comparison of ensemble of classifiers for bankruptcy prediction and credit scoring, «EXPERT SYSTEMS WITH APPLICATIONS», 2009, 36, pp. 3028 - 3033 [Scientific article]

L. Nanni; CN Hsu; A. Lumini; YS Lin; CC Lin, Automated cell phenotype image classification combining different methods, in: Proceedings of the ICML-UAI-COLT 2009 Workshop on Automated Interpretation and Modeling of Cell Images, s.l, s.n, 2009, pp. 1 - 4 (atti di: Workshop on Automated Interpretation and Modeling of Cell Images (ICML-UAI-COLT2009), Montreal, Canada, June 2009) [Contribution to conference proceedings]

L. Nanni; A. Lumini, Descriptors for image-based fingerprint matchers, «EXPERT SYSTEMS WITH APPLICATIONS», 2009, 36, pp. 12414 - 12422 [Scientific article]

Latest news

At the moment no news are available.