Her Programming language study frequently draws parallels with other fields, such as Template and Set (abstract data type). Set (abstract data type) is closely attributed to Programming language in her work. Her Geometry research is linked to Linear subspace and Surface (topology), among other subjects. Surface (topology) is closely attributed to Geometry in her study. Many of her studies on Pattern recognition (psychology) apply to Artificial intelligence as well. As part of her studies on Artificial intelligence, she frequently links adjacent subjects like Subspace topology. As part of her studies on Subspace topology, Alessandra Lumini frequently links adjacent subjects like Random subspace method. Her Contextual image classification research extends to the thematically linked field of Image (mathematics). She combines Computer vision and Image segmentation in her research.
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Local binary patterns variants as texture descriptors for medical image analysis
Loris Nanni;Alessandra Lumini;Sheryl Brahnam.
Artificial Intelligence in Medicine (2010)
Fingerprint classification by directional image partitioning
R. Cappelli;A. Lumini;D. Maio;D. Maltoni.
IEEE Transactions on Pattern Analysis and Machine Intelligence (1999)
Fingerprint Image Reconstruction from Standard Templates
R. Cappelli;A. Lumini;D. Maio;D. Maltoni.
IEEE Transactions on Pattern Analysis and Machine Intelligence (2007)
Survey on LBP based texture descriptors for image classification
Loris Nanni;Alessandra Lumini;Sheryl Brahnam.
Expert Systems With Applications (2012)
An improved BioHashing for human authentication
Alessandra Lumini;Loris Nanni.
Pattern Recognition (2007)
An experimental comparison of ensemble of classifiers for bankruptcy prediction and credit scoring
Loris Nanni;Alessandra Lumini.
Expert Systems With Applications (2009)
Genetic programming for creating Chou's pseudo amino acid based features for submitochondria localization.
Loris Nanni;Alessandra Lumini.
Amino Acids (2008)
Local binary patterns for a hybrid fingerprint matcher
Loris Nanni;Alessandra Lumini.
Pattern Recognition (2008)
An ensemble of K-local hyperplanes for predicting protein--protein interactions
Loris Nanni;Alessandra Lumini.
Bioinformatics (2006)
Identifying Bacterial Virulent Proteins by Fusing a Set of Classifiers Based on Variants of Chou's Pseudo Amino Acid Composition and on Evolutionary Information
Loris Nanni;Alessandra Lumini;Dinesh Gupta;Aarti Garg.
IEEE/ACM Transactions on Computational Biology and Bioinformatics (2012)
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