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Identifying Bacterial Virulent Proteins by Fusing a Set of Classifiers Based on Variants of Chou's Pseudo Amino Acid Composition and on Evolutionary Information
Found in: IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
By Aarti Garg, Alessandra Lumini, Alessandra Lumini, Dinesh Gupta, Dinesh Gupta, Dinesh Gupta, Loris Nanni, Loris Nanni, Aarti Garg, Aarti Garg, Alessandra Lumini, Loris Nanni
Issue Date:March 2012
pp. 467-475
The availability of a reliable prediction method for prediction of bacterial virulent proteins has several important applications in research efforts targeted aimed at finding novel drug targets, vaccine candidates, and understanding virulence mechanisms i...
     
Combining Face and Eye Detectors in a High- Performance Face-Detection System
Found in: IEEE MultiMedia
By Loris Nanni,Alessandra Lumini
Issue Date:October 2012
pp. 20-27
A combined face and eye detector system based on multiresolution local ternary patterns and local phase quantization descriptors can achieve noticeable performance improvements by extracting features locally.
 
Identifying Bacterial Virulent Proteins by Fusing a Set of Classifiers Based on Variants of Chou's Pseudo Amino Acid Composition and on Evolutionary Information
Found in: IEEE/ACM Transactions on Computational Biology and Bioinformatics
By Loris Nanni,Alessandra Lumini,Dinesh Gupta,Aarti Garg
Issue Date:March 2012
pp. 467-475
The availability of a reliable prediction method for prediction of bacterial virulent proteins has several important applications in research efforts targeted aimed at finding novel drug targets, vaccine candidates, and understanding virulence mechanisms i...
 
Reward-Punishment Editing
Found in: Pattern Recognition, International Conference on
By Annalisa Franco, Davide Maltoni, Loris Nanni
Issue Date:August 2004
pp. 424-427
In this work a novel editing technique is proposed. The basic idea of the algorithm is to reward patterns that contribute to a correct classification and to punish those that provide a wrong one. Reward-punishment is performed according to two criteria: th...
 
Workshop summary: Automated interpretation and modelling of cell images
Found in: Proceedings of the 26th Annual International Conference on Machine Learning (ICML '09)
By Chun-Nan Hsu, Loris Nanni, Robert F. Murphy
Issue Date:June 2009
pp. 1-1
Previous studies of Non-Parametric Kernel (NPK) learning usually reduce to solving some Semi-Definite Programming (SDP) problem by a standard SDP solver. However, time complexity of standard interior-point SDP solvers could be as high as O(n6.5). Such inte...
     
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