 | 2012 |
|---|
| 110 |       | Loris Nanni,
Alessandra Lumini,
Sheryl Brahnam:
A classifier ensemble approach for the missing feature problem.
Artificial Intelligence in Medicine 55(1): 37-50 (2012) |
| 109 | | Loris Nanni,
Sheryl Brahnam,
Alessandra Lumini:
Combining multiple approaches for gene microarray classification.
Bioinformatics 28(8): 1151-1157 (2012) |
| 108 | | Loris Nanni,
Sheryl Brahnam,
Alessandra Lumini:
Random interest regions for object recognition based on texture descriptors and bag of features.
Expert Syst. Appl. 39(1): 973-977 (2012) |
| 107 | | Loris Nanni,
Sheryl Brahnam,
Alessandra Lumini:
A very high performing system to discriminate tissues in mammograms as benign and malignant.
Expert Syst. Appl. 39(2): 1968-1971 (2012) |
| 106 | | Loris Nanni,
Sheryl Brahnam,
Alessandra Lumini:
Matrix representation in pattern classification.
Expert Syst. Appl. 39(3): 3031-3036 (2012) |
| 105 | | Loris Nanni,
Alessandra Lumini,
Sheryl Brahnam:
Survey on LBP based texture descriptors for image classification.
Expert Syst. Appl. 39(3): 3634-3641 (2012) |
| 104 | | Loris Nanni,
Alessandra Lumini,
Dinesh Gupta,
Aarti 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 Trans. Comput. Biology Bioinform. 9(2): 467-475 (2012) |
| 103 | | Loris Nanni,
Sheryl Brahnam,
Alessandra Lumini:
A user dependent multi-resolution approach for biometric data.
IJITM 11(1/2): 112-121 (2012) |
| 2011 |
|---|
| 102 | | Loris Nanni,
Alessandra Lumini,
Sheryl Brahnam:
Likelihood ratio based features for a trained biometric score fusion.
Expert Syst. Appl. 38(1): 58-63 (2011) |
| 101 | | Loris Nanni,
Alessandra Lumini:
Wavelet selection for disease classification by DNA microarray data.
Expert Syst. Appl. 38(1): 990-995 (2011) |
| 100 | | Loris Nanni,
Alessandra Lumini:
A new encoding technique for peptide classification.
Expert Syst. Appl. 38(4): 3185-3191 (2011) |
| 99 | | Loris Nanni,
Sheryl Brahnam,
Alessandra Lumini:
Local Ternary Patterns from Three Orthogonal Planes for human action classification.
Expert Syst. Appl. 38(5): 5125-5128 (2011) |
| 98 | | Loris Nanni,
Sheryl Brahnam,
Alessandra Lumini:
Combining different local binary pattern variants to boost performance.
Expert Syst. Appl. 38(5): 6209-6216 (2011) |
| 97 | | Loris Nanni,
Sheryl Brahnam,
Alessandra Lumini:
Texture descriptors for generic pattern classification problems.
Expert Syst. Appl. 38(8): 9340-9345 (2011) |
| 96 | | Loris Nanni,
Alessandra Lumini:
Prototype reduction techniques: A comparison among different approaches.
Expert Syst. Appl. 38(9): 11820-11828 (2011) |
| 2010 |
|---|
| 95 |  | Sheryl Brahnam,
Loris Nanni,
Jian-Yu Shi,
Alessandra Lumini:
Local Phase Quantization Texture Descriptor for Protein Classification.
BIOCOMP 2010: 159-165 |
| 94 | | Loris Nanni,
Sheryl Brahnam,
Alessandra Lumini:
Selecting the Best Performing Rotation Invariant Patterns in Local Binary/Ternary Patterns.
IPCV 2010: 369-375 |
| 93 | | Loris Nanni,
Alessandra Lumini:
Coding of amino acids by texture descriptors.
Artificial Intelligence in Medicine 48(1): 43-50 (2010) |
| 92 | | Loris Nanni,
Alessandra Lumini,
Sheryl Brahnam:
Local binary patterns variants as texture descriptors for medical image analysis.
Artificial Intelligence in Medicine 49(2): 117-125 (2010) |
| 91 | | Loris Nanni,
Alessandra Lumini:
Orthogonal linear discriminant analysis and feature selection for micro-array data classification.
Expert Syst. Appl. 37(10): 7132-7137 (2010) |
| 90 | | Loris Nanni,
Sheryl Brahnam,
Alessandra Lumini:
A local approach based on a Local Binary Patterns variant texture descriptor for classifying pain states.
Expert Syst. Appl. 37(12): 7888-7894 (2010) |
| 89 | | Loris Nanni,
Alessandra Lumini,
Yu-Shi Lin,
Chun-Nan Hsu,
Chung-Chih Lin:
Fusion of systems for automated cell phenotype image classification.
Expert Syst. Appl. 37(2): 1556-1562 (2010) |
| 88 | | Loris Nanni,
Emanuele Maiorana,
Alessandra Lumini,
Patrizio Campisi:
Combining local, regional and global matchers for a template protected on-line signature verification system.
Expert Syst. Appl. 37(5): 3676-3684 (2010) |
| 87 | | Loris Nanni,
Alessandra Lumini,
Sheryl Brahnam:
Advanced machine learning techniques for microarray spot quality classification.
Neural Computing and Applications 19(3): 471-475 (2010) |
| 86 | | Javier Galbally,
Raffaele Cappelli,
Alessandra Lumini,
Guillermo González de Rivera,
Davide Maltoni,
Julian Fiérrez,
Javier Ortega-Garcia,
Dario Maio:
An evaluation of direct attacks using fake fingers generated from ISO templates.
Pattern Recognition Letters 31(8): 725-732 (2010) |
| 2009 |
|---|
| 85 | | Loris Nanni,
Alessandra Lumini:
Genetic nearest feature plane.
Expert Syst. Appl. 36(1): 838-843 (2009) |
| 84 | | Loris Nanni,
Alessandra Lumini:
Descriptors for image-based fingerprint matchers.
Expert Syst. Appl. 36(10): 12414-12422 (2009) |
| 83 | | Loris Nanni,
Alessandra Lumini:
An experimental comparison of ensemble of classifiers for bankruptcy prediction and credit scoring.
Expert Syst. Appl. 36(2): 3028-3033 (2009) |
| 82 | | Loris Nanni,
Alessandra Lumini:
Ensemble generation and feature selection for the identification of students with learning disabilities.
Expert Syst. Appl. 36(2): 3896-3900 (2009) |
| 81 | | Loris Nanni,
Alessandra Lumini:
Ensemble of multiple Palmprint representation.
Expert Syst. Appl. 36(3): 4485-4490 (2009) |
| 80 | | Alessandra Lumini,
Loris Nanni:
Ensemble of on-line signature matchers based on OverComplete feature generation.
Expert Syst. Appl. 36(3): 5291-5296 (2009) |
| 79 | | Loris Nanni,
Alessandra Lumini:
An ensemble of support vector machines for predicting virulent proteins.
Expert Syst. Appl. 36(4): 7458-7462 (2009) |
| 78 | | Loris Nanni,
Alessandra Lumini:
A genetic encoding approach for learning methods for combining classifiers.
Expert Syst. Appl. 36(4): 7510-7514 (2009) |
| 77 | | Loris Nanni,
Alessandra Lumini:
A supervised method to discriminate between impostors and genuine in biometry.
Expert Syst. Appl. 36(7): 10401-10407 (2009) |
| 76 | | Loris Nanni,
Alessandra Lumini:
Input Decimated Ensemble based on Neighborhood Preserving Embedding for spectrogram classification.
Expert Syst. Appl. 36(8): 11257-11261 (2009) |
| 75 | | Loris Nanni,
Alessandra Lumini:
On selecting Gabor features for biometric authentication.
IJCAT 35(1): 23-28 (2009) |
| 74 | | Loris Nanni,
Alessandra Lumini:
A multi-matcher system based on knuckle-based features.
Neural Computing and Applications 18(1): 87-91 (2009) |
| 73 | | Loris Nanni,
Alessandra Lumini:
Particle swarm optimization for ensembling generation for evidential k-nearest-neighbour classifier.
Neural Computing and Applications 18(2): 105-108 (2009) |
| 72 | | Loris Nanni,
Alessandra Lumini:
Machine learning multi-classifiers for peptide classification.
Neural Computing and Applications 18(2): 185-192 (2009) |
| 71 | | Loris Nanni,
Alessandra Lumini:
Particle swarm optimization for prototype reduction.
Neurocomputing 72(4-6): 1092-1097 (2009) |
| 70 | | Loris Nanni,
Alessandra Lumini:
Fusion of color spaces for ear authentication.
Pattern Recognition 42(9): 1906-1913 (2009) |
| 2008 |
|---|
| 69 | | Javier Galbally,
Raffaele Cappelli,
Alessandra Lumini,
Davide Maltoni,
Julian Fiérrez-Aguilar:
Fake fingertip generation from a minutiae template.
ICPR 2008: 1-4 |
| 68 | | Loris Nanni,
Alessandra Lumini:
A reliable method for cell phenotype image classification.
Artificial Intelligence in Medicine 43(2): 87-97 (2008) |
| 67 | | Loris Nanni,
Alessandra Lumini:
A genetic approach for building different alphabets for peptide and protein classification.
BMC Bioinformatics 9: (2008) |
| 66 | | Loris Nanni,
Alessandra Lumini:
Generalized Needleman-Wunsch algorithm for the recognition of T-cell epitopes.
Expert Syst. Appl. 35(3): 1463-1467 (2008) |
| 65 | | Alessandra Lumini,
Loris Nanni:
Over-complete feature generation and feature selection for biometry.
Expert Syst. Appl. 35(4): 2049-2055 (2008) |
| 64 | | Loris Nanni,
Alessandra Lumini:
Ensemble of Multiple Pedestrian Representations.
IEEE Transactions on Intelligent Transportation Systems 9(2): 365-369 (2008) |
| 63 | | Loris Nanni,
Alessandra Lumini:
Evolved Feature Weighting for Random Subspace Classifier.
IEEE Transactions on Neural Networks 19(2): 363-366 (2008) |
| 62 | | Loris Nanni,
Alessandra Lumini:
Cluster-Based Nearest-Neighbour Classifier and Its Application on the Lightning Classification.
J. Comput. Sci. Technol. 23(4): 573-581 (2008) |
| 61 | | Annalisa Franco,
Alessandra Lumini:
Mixture of KL subspaces for relevance feedback.
Multimedia Tools Appl. 37(2): 189-209 (2008) |
| 60 | | Loris Nanni,
Alessandra Lumini:
Local binary patterns for a hybrid fingerprint matcher.
Pattern Recognition 41(11): 3461-3466 (2008) |
| 59 | | Alessandra Lumini,
Loris Nanni:
Advanced methods for two-class pattern recognition problem formulation for minutiae-based fingerprint verification.
Pattern Recognition Letters 29(2): 142-148 (2008) |
| 58 | | Loris Nanni,
Alessandra Lumini:
Random subspace for an improved BioHashing for face authentication.
Pattern Recognition Letters 29(3): 295-300 (2008) |
| 57 | | Loris Nanni,
Alessandra Lumini:
Wavelet decomposition tree selection for palm and face authentication.
Pattern Recognition Letters 29(3): 343-353 (2008) |
| 56 | | Loris Nanni,
Alessandra Lumini:
A novel local on-line signature verification system.
Pattern Recognition Letters 29(5): 559-568 (2008) |
| 55 | | Loris Nanni,
Alessandra Lumini:
A multi-modal method based on the competitors of FVC2004 and on palm data combined with tokenised random numbers.
Pattern Recognition Letters 29(9): 1344-1350 (2008) |
| 2007 |
|---|
| 54 | | Alessandra Lumini,
Loris Nanni:
When Fingerprints Are Combined with Iris - A Case Study: FVC2004 and CASIA.
I. J. Network Security 4(1): 27-34 (2007) |
| 53 | | Raffaele Cappelli,
Dario Maio,
Alessandra Lumini,
Davide Maltoni:
Fingerprint Image Reconstruction from Standard Templates.
IEEE Trans. Pattern Anal. Mach. Intell. 29(9): 1489-1503 (2007) |
| 52 | | Annalisa Franco,
Alessandra Lumini,
Dario Maio:
MKL-tree: an index structure for high-dimensional vector spaces.
Multimedia Syst. 12(6): 533-550 (2007) |
| 51 | | Loris Nanni,
Alessandra Lumini:
A hybrid wavelet-based fingerprint matcher.
Pattern Recognition 40(11): 3146-3151 (2007) |
| 50 | | Alessandra Lumini,
Loris Nanni:
An improved BioHashing for human authentication.
Pattern Recognition 40(3): 1057-1065 (2007) |
| 49 | | Loris Nanni,
Alessandra Lumini:
A multi-expert approach for wavelet-based face detection.
Pattern Recognition Letters 28(12): 1541-1547 (2007) |
| 48 | | Loris Nanni,
Alessandra Lumini:
RegionBoost learning for 2D+3D based face recognition.
Pattern Recognition Letters 28(15): 2063-2070 (2007) |
| 47 | | Loris Nanni,
Alessandra Lumini:
A multi-matcher for ear authentication.
Pattern Recognition Letters 28(16): 2219-2226 (2007) |
| 46 | | Loris Nanni,
Alessandra Lumini:
Ensemblator: An ensemble of classifiers for reliable classification of biological data.
Pattern Recognition Letters 28(5): 622-630 (2007) |
| 2006 |
|---|
| 45 | | Raffaele Cappelli,
Alessandra Lumini,
Dario Maio,
Davide Maltoni:
Can Fingerprints be Reconstructed from ISO Templates?
ICARCV 2006: 1-6 |
| 44 | | Lorenzo Baldacci,
Matteo Golfarelli,
Alessandra Lumini,
Stefano Rizzi:
A Template-Matching Approach for Protein Surface Clustering.
ICPR (3) 2006: 340-343 |
| 43 | | Loris Nanni,
Alessandra Lumini:
An ensemble of K-local hyperplanes for predicting protein-protein interactions.
Bioinformatics 22(10): 1207-1210 (2006) |
| 42 | | Loris Nanni,
Alessandra Lumini:
An experimental comparison of ensemble of classifiers for biometric data.
Neurocomputing 69(13-15): 1670-1673 (2006) |
| 41 | | Loris Nanni,
Alessandra Lumini:
An approach for improving face recognition in presence of inaccurate detection.
Neurocomputing 69(13-15): 1678-1682 (2006) |
| 40 | | Loris Nanni,
Alessandra Lumini:
MppS: An ensemble of support vector machine based on multiple physicochemical properties of amino acids.
Neurocomputing 69(13-15): 1688-1690 (2006) |
| 39 | | Loris Nanni,
Alessandra Lumini:
Random Bands: A novel ensemble for fingerprint matching.
Neurocomputing 69(13-15): 1702-1705 (2006) |
| 38 | | Alessandra Lumini,
Loris Nanni:
An advanced multi-modal method for human authentication featuring biometrics data and tokenised random numbers.
Neurocomputing 69(13-15): 1706-1710 (2006) |
| 37 | | Loris Nanni,
Alessandra Lumini:
A deformation-invariant image-based fingerprint verification system.
Neurocomputing 69(16-18): 2336-2339 (2006) |
| 36 | | Loris Nanni,
Alessandra Lumini:
Empirical tests on BioHashing.
Neurocomputing 69(16-18): 2390-2395 (2006) |
| 35 | | Loris Nanni,
Alessandra Lumini:
A reliable method for HIV-1 protease cleavage site prediction.
Neurocomputing 69(7-9): 838-841 (2006) |
| 34 | | Loris Nanni,
Alessandra Lumini:
A novel method for fingerprint verification that approaches the problem as a two-class pattern recognition problem.
Neurocomputing 69(7-9): 846-849 (2006) |
| 33 | | Loris Nanni,
Alessandra Lumini:
Advanced methods for two-class problem formulation for on-line signature verification.
Neurocomputing 69(7-9): 854-857 (2006) |
| 32 | | Loris Nanni,
Alessandra Lumini:
Human authentication featuring signatures and tokenised random numbers.
Neurocomputing 69(7-9): 858-861 (2006) |
| 31 | | Lorenzo Baldacci,
Matteo Golfarelli,
Alessandra Lumini,
Stefano Rizzi:
Clustering techniques for protein surfaces.
Pattern Recognition 39(12): 2370-2382 (2006) |
| 30 | | Loris Nanni,
Alessandra Lumini:
FuzzyBagging: A novel ensemble of classifiers.
Pattern Recognition 39(3): 488-490 (2006) |
| 29 | | Alessandra Lumini,
Loris Nanni:
A clustering method for automatic biometric template selection.
Pattern Recognition 39(3): 495-497 (2006) |
| 28 | | Alessandra Lumini,
Loris Nanni:
Two-class fingerprint matcher.
Pattern Recognition 39(4): 714-716 (2006) |
| 27 | | Annalisa Franco,
Alessandra Lumini,
Dario Maio,
Loris Nanni:
An enhanced subspace method for face recognition.
Pattern Recognition Letters 27(1): 76-84 (2006) |
| 26 | | Alessandra Lumini,
Loris Nanni:
Identifying splice-junction sequences by hierarchical multiclassifier.
Pattern Recognition Letters 27(12): 1390-1396 (2006) |
| 25 | | Alessandra Lumini,
Loris Nanni:
Machine learning for HIV-1 protease cleavage site prediction.
Pattern Recognition Letters 27(13): 1537-1544 (2006) |
| 24 | | Alessandra Lumini,
Loris Nanni:
Detector of image orientation based on Borda Count.
Pattern Recognition Letters 27(3): 180-186 (2006) |
| 2005 |
|---|
| 23 | | Alessandra Lumini,
Loris Nanni:
Machine Learning for HIV-1 Protease Cleavage Site Prediction.
Artificial Intelligence and Applications 2005: 406-410 |
| 22 | | Alessandra Lumini,
Loris Nanni:
Subspace Classifier for Protein Subcellular Localization Prediction.
Artificial Intelligence and Applications 2005: 411-415 |
| 21 | | Alessandra Lumini,
Loris Nanni:
Identifying Splice-Junction Sequences by Hierarchical Multiclassifier.
Artificial Intelligence and Applications 2005: 416-420 |
| 20 | | Loris Nanni,
Alessandra Lumini:
Detector of Image Orientation Based on Borda-Count.
IbPRIA (2) 2005: 231-238 |
| 19 | | Loris Nanni,
Alessandra Lumini:
Support Vector Machines for HIV-1 Protease Cleavage Site Prediction.
IbPRIA (2) 2005: 413-420 |
| 18 | | Annalisa Franco,
Alessandra Lumini:
Evoluzione dell'approccio MKL al relevance feedback per l'apprendimento a lungo termine.
SEBD 2005: 169-176 |
| 17 | | Loris Nanni,
Alessandra Lumini:
Ensemble of Parzen window classifiers for on-line signature verification.
Neurocomputing 68: 217-224 (2005) |
| 2004 |
|---|
| 16 | | Alessandra Lumini,
Dario Maio:
Adaptive positioning of a visible watermark in a digital image.
ICME 2004: 967-970 |
| 15 | | Annalisa Franco,
Alessandra Lumini,
Dario Maio:
A New Approach for Relevance Feedback Through Positive and Negative Samples.
ICPR (4) 2004: 905-908 |
| 14 | | Annalisa Franco,
Alessandra Lumini:
Un nuovo approccio al relevance feedback.
SEBD 2004: 202-213 |
| 2003 |
|---|
| 13 | | Annalisa Franco,
Alessandra Lumini,
Dario Maio:
Bulk Loading the MKL-Tree.
DEXA 2003: 119-128 |
| 12 | | Annalisa Franco,
Alessandra Lumini:
Ottimizzazione di MKL-tree.
SEBD 2003: 61-68 |
| 2002 |
|---|
| 11 | | Raffaele Cappelli,
Alessandra Lumini,
Dario Maio:
MKL-Tree: A Hierarchical Data Structure for Indexing Multidimensional Data.
DEXA 2002: 914-924 |
| 10 | | Annalisa Franco,
Alessandra Lumini,
Dario Maio:
Eigenspace Merging for Model Updating.
ICPR (2) 2002: 156-159 |
| 9 | | Annalisa Franco,
Alessandra Lumini:
Tecniche di costruzione batch per MKL-tree.
SEBD 2002: 309-322 |
| 2001 |
|---|
| 8 | | Raffaele Cappelli,
Alessandra Lumini,
Dario Maio:
MKL-tree: una struttura gerarchica per l'indicizzazione di dati multidimensionali.
SEBD 2001: 63-77 |
| 2000 |
|---|
| 7 | | Alessandra Lumini,
Dario Maio:
Haruspex: An Image Database System for Query-by-Examples.
ICPR 2000: 4258-4261 |
| 6 | | Alessandra Lumini,
Dario Maio:
A Wavelet-Based Image Watermarking Scheme.
ITCC 2000: 122-127 |
| 1999 |
|---|
| 5 | | Alessandra Lumini,
Dario Maio:
Approximate Retrieval Approaches for Incremental Similarity Searches.
ICMCS, Vol. 2 1999: 757-761 |
| 4 | | Raffaele Cappelli,
Alessandra Lumini,
Dario Maio,
Davide Maltoni:
Fingerprint Classification by Directional Image Partitioning.
IEEE Trans. Pattern Anal. Mach. Intell. 21(5): 402-421 (1999) |
| 1998 |
|---|
| 3 | | Alessandra Lumini,
Dario Maio:
Strutture dati e algoritmi per ricerche nearest neighbor incrementali.
SEBD 1998: 255-269 |
| 1997 |
|---|
| 2 | | Alessandra Lumini,
Dario Maio,
Davide Maltoni:
Strategie per il Retrieval di Impronte Digitali.
SEBD 1997: 47-66 |
| 1 | | Alessandra Lumini,
Dario Maio,
Davide Maltoni:
Continuous versus exclusive classification for fingerprint retrieval.
Pattern Recognition Letters 18(10): 1027-1034 (1997) |
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