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ORCIDAlessandra Lumini
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- affiliation: University of Bologna, Italy
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2020 – today
- 2024
[j119]Guilherme Freire Roberto
, Leandro Alves Neves, Alessandra Lumini, Alessandro Santana Martins, Marcelo Zanchetta do Nascimento:
An ensemble of learned features and reshaping of fractal geometry-based descriptors for classification of histological images. Pattern Anal. Appl. 27(1): 8 (2024)- [c35]Pedro Lucas Miguel, Alessandra Lumini, Giuliano Cardozo Medalha, Guilherme Freire Roberto, Guilherme Botazzo Rozendo, Adriano Mauro Cansian, Thaína A. A. Tosta, Marcelo Zanchetta do Nascimento, Leandro Alves Neves:
Improving Explainability of the Attention Branch Network with CAM Fostering Techniques in the Context of Histological Images. ICEIS (1) 2024: 456-464 - [c34]Guilherme Botazzo Rozendo, Alessandra Lumini, Guilherme Freire Roberto, Thaína Aparecida Azevedo Tosta, Marcelo Zanchetta do Nascimento, Leandro Alves Neves:
X-GAN: Generative Adversarial Networks Training Guided with Explainable Artificial Intelligence. ICEIS (1) 2024: 674-681 - 2023
- [j118]Loris Nanni, Alessandra Lumini, Carlo Fantozzi:
Exploring the Potential of Ensembles of Deep Learning Networks for Image Segmentation. Inf. 14(12): 657 (2023) - [j117]Loris Nanni, Andrea Loreggia, Alessandra Lumini, Alberto Dorizza:
A Standardized Approach for Skin Detection: Analysis of the Literature and Case Studies. J. Imaging 9(2): 35 (2023) - [j116]Loris Nanni, Carlo Fantozzi, Andrea Loreggia, Alessandra Lumini:
Ensembles of Convolutional Neural Networks and Transformers for Polyp Segmentation. Sensors 23(10): 4688 (2023) - [c33]Danilo Cesar Pereira, Leonardo C. Longo, Thaína A. A. Tosta, Alessandro Santana Martins, Adriano Barbosa-Silva, Guilherme Botazzo Rozendo, Guilherme Freire Roberto, Alessandra Lumini, Leandro Alves Neves, Marcelo Zanchetta do Nascimento:
Handcrafted features vs deep-learned features: Hermite Polynomial Classification of Liver Images. CBMS 2023: 495-500 - [c32]Adriano Barbosa-Silva, Guilherme Botazzo Rozendo, Thaína A. A. Tosta, Alessandro Santana Martins, Adriano M. Loyola, Sérgio V. Cardoso, Alessandra Lumini, Leandro Alves Neves, Paulo Rogério de Faria, Marcelo Zanchetta do Nascimento:
CNN Ensembles for Nuclei Segmentation on Histological Images of OED. CBMS 2023: 601-604 - [c31]Guilherme Freire Roberto, Danilo Cesar Pereira, Alessandro Santana Martins, Thaína A. A. Tosta, Carlos Soares, Alessandra Lumini, Guilherme Botazzo Rozendo, Leandro Alves Neves, Marcelo Zanchetta do Nascimento:
Detection of Covid-19 in Chest X-Ray Images Using Percolation Features and Hermite Polynomial Classification. CIARP 2023: 163-177 - [c30]Guilherme Botazzo Rozendo, Guilherme Freire Roberto, Marcelo Zanchetta do Nascimento, Leandro Alves Neves, Alessandra Lumini:
Weeds Classification with Deep Learning: An Investigation Using CNN, Vision Transformers, Pyramid Vision Transformers, and Ensemble Strategy. CIARP 2023: 229-243 - 2022
- [j115]Loris Nanni, Alessandro Manfe, Gianluca Maguolo, Alessandra Lumini, Sheryl Brahnam:
High performing ensemble of convolutional neural networks for insect pest image detection. Ecol. Informatics 67: 101515 (2022) - [j114]Loris Nanni, Michelangelo Paci, Sheryl Brahnam, Alessandra Lumini:
Feature transforms for image data augmentation. Neural Comput. Appl. 34(24): 22345-22356 (2022) - [c29]Daniela Cuza, Andrea Loreggia, Alessandra Lumini, Loris Nanni:
Deep Semantic Segmentation in Skin Detection. ESANN 2022 - [p4]Alessandra Lumini, Loris Nanni, Sheryl Brahnam:
Pushing the Limits Against the No Free Lunch Theorem: Towards Building General-Purpose (GenP) Classification Systems. Advances in Selected Artificial Intelligence Areas 2022: 77-102 - [i13]Loris Nanni, Michelangelo Paci, Sheryl Brahnam, Alessandra Lumini:
Feature transforms for image data augmentation. CoRR abs/2201.09700 (2022) - 2021
- [j113]Guilherme Freire Roberto, Alessandra Lumini, Leandro Alves Neves, Marcelo Zanchetta do Nascimento:
Fractal Neural Network: A new ensemble of fractal geometry and convolutional neural networks for the classification of histology images. Expert Syst. Appl. 166: 114103 (2021) - [j112]Eric López-López, Carlos Vázquez Regueiro, Xosé M. Pardo, Annalisa Franco, Alessandra Lumini:
Towards a self-sufficient face verification system. Expert Syst. Appl. 174: 114734 (2021) - [j111]Diego Baldissera, Loris Nanni, Sheryl Brahnam, Alessandra Lumini:
Postprocessing for Skin Detection. J. Imaging 7(6): 95 (2021) - [j110]Loris Nanni, Michelangelo Paci, Sheryl Brahnam, Alessandra Lumini:
Comparison of Different Image Data Augmentation Approaches. J. Imaging 7(12): 254 (2021) - [j109]Loris Nanni, Giovanni Minchio, Sheryl Brahnam, Gianluca Maguolo, Alessandra Lumini:
Experiments of Image Classification Using Dissimilarity Spaces Built with Siamese Networks. Sensors 21(5): 1573 (2021) - [j108]Loris Nanni, Giovanni Minchio, Sheryl Brahnam, Davide Sarraggiotto, Alessandra Lumini:
Closing the Performance Gap between Siamese Networks for Dissimilarity Image Classification and Convolutional Neural Networks. Sensors 21(17): 5809 (2021) - [i12]Loris Nanni, Alessandra Lumini, Sheryl Brahnam:
Neural networks for Anatomical Therapeutic Chemical (ATC). CoRR abs/2101.11713 (2021) - [i11]Loris Nanni, Gianluca Maguolo, Alessandra Lumini:
Exploiting Adam-like Optimization Algorithms to Improve the Performance of Convolutional Neural Networks. CoRR abs/2103.14689 (2021) - [i10]Alessandra Lumini, Loris Nanni, Gianluca Maguolo:
Deep ensembles based on Stochastic Activation Selection for Polyp Segmentation. CoRR abs/2104.00850 (2021) - [i9]Loris Nanni, Alessandro Manfe, Gianluca Maguolo, Alessandra Lumini, Sheryl Brahnam:
High performing ensemble of convolutional neural networks for insect pest image detection. CoRR abs/2108.12539 (2021) - [i8]Loris Nanni, Alessandra Lumini, Alessandro Manfe, Sheryl Brahnam, Giorgio Venturin:
Gated recurrent units and temporal convolutional network for multilabel classification. CoRR abs/2110.04414 (2021) - [i7]Loris Nanni, Daniela Cuza, Alessandra Lumini, Andrea Loreggia, Sheryl Brahnam:
Deep ensembles in bioimage segmentation. CoRR abs/2112.12955 (2021) - 2020
- [j107]Loris Nanni, Alessandra Lumini, Federica Pasquali, Sheryl Brahnam:
iProStruct2D: Identifying protein structural classes by deep learning via 2D representations. Expert Syst. Appl. 142 (2020) - [j106]Alessandra Lumini, Loris Nanni:
Fair comparison of skin detection approaches on publicly available datasets. Expert Syst. Appl. 160: 113677 (2020) - [j105]Loris Nanni, Alessandra Lumini, Stefano Ghidoni, Gianluca Maguolo:
Stochastic Selection of Activation Layers for Convolutional Neural Networks. Sensors 20(6): 1626 (2020) - [i6]Loris Nanni, Alessandra Lumini, Stefano Ghidoni, Gianluca Maguolo:
Comparisons among different stochastic selection of activation layers for convolutional neural networks for healthcare. CoRR abs/2011.11834 (2020)
2010 – 2019
- 2019
- [j104]Alessandra Lumini, Loris Nanni:
Deep learning and transfer learning features for plankton classification. Ecol. Informatics 51: 33-43 (2019) - [j103]Loris Nanni, Sheryl Brahnam, Alessandra Lumini:
Texture descriptors for representing feature vectors. Expert Syst. Appl. 122: 163-172 (2019) - [j102]Loris Nanni, Sheryl Brahnam, Alessandra Lumini:
Face Detection Ensemble with Methods Using Depth Information to Filter False Positives. Sensors 19(23): 5242 (2019) - [j101]Loris Nanni, Sheryl Brahnam, Stefano Ghidoni, Alessandra Lumini:
Bioimage Classification with Handcrafted and Learned Features. IEEE ACM Trans. Comput. Biol. Bioinform. 16(3): 874-885 (2019) - [c28]Eric López-López, Carlos Vázquez Regueiro, Xosé M. Pardo, Annalisa Franco, Alessandra Lumini:
Incremental Learning Techniques Within a Self-updating Approach for Face Verification in Video-Surveillance. IbPRIA (2) 2019: 25-37 - [p3]Alessandra Lumini, Loris Nanni:
Ocean Ecosystems Plankton Classification. Recent Advances in Computer Vision 2019: 261-280 - [i5]Loris Nanni, Alessandra Lumini, Federica Pasquali, Sheryl Brahnam:
iProStruct2D: Identifying protein structural classes by deep learning via 2D representations. CoRR abs/1906.04407 (2019) - [i4]Alessandra Lumini, Loris Nanni, Alice Codogno, Filippo Berno:
Learning morphological operators for skin detection. CoRR abs/1908.03630 (2019) - [i3]Alessandra Lumini, Loris Nanni, Gianluca Maguolo:
Deep learning for Plankton and Coral Classification. CoRR abs/1908.05489 (2019) - 2018
- [i2]Alessandra Lumini, Loris Nanni:
Fair comparison of skin detection approaches on publicly available datasets. CoRR abs/1802.02531 (2018) - [i1]Loris Nanni, Alessandra Lumini, Stefano Ghidoni:
Ensemble of Deep Learned Features for Melanoma Classification. CoRR abs/1807.08008 (2018) - 2017
- [j100]Loris Nanni, Alessandra Lumini, Sheryl Brahnam:
Ensemble of texture descriptors for face recognition obtained by varying feature transforms and preprocessing approaches. Appl. Soft Comput. 61: 8-16 (2017) - [j99]Alessandra Lumini, Loris Nanni:
Overview of the combination of biometric matchers. Inf. Fusion 33: 71-85 (2017) - 2016
- [j98]Alessandra Lumini, Loris Nanni, Sheryl Brahnam:
Multilayer descriptors for medical image classification. Comput. Biol. Medicine 72: 239-247 (2016) - [j97]Loris Nanni, Yandre M. G. Costa, Alessandra Lumini, Moo Young Kim, SeungRyul Baek:
Combining visual and acoustic features for music genre classification. Expert Syst. Appl. 45: 108-117 (2016) - [j96]Loris Nanni, Alessandra Lumini, Sheryl Brahnam:
Weighted Reward-Punishment Editing. Pattern Recognit. Lett. 75: 48-54 (2016) - [j95]Loris Nanni, Alessandra Lumini, Florentino Luciano Caetano dos Santos, Michelangelo Paci, Jari A. K. Hyttinen:
Ensembles of dense and dense sampling descriptors for the HEp-2 cells classification problem. Pattern Recognit. Lett. 82: 28-35 (2016) - 2015
- [j94]Loris Nanni, Sheryl Brahnam, Stefano Ghidoni, Alessandra Lumini:
Toward a General-Purpose Heterogeneous Ensemble for Pattern Classification. Comput. Intell. Neurosci. 2015: 909123:1-909123:10 (2015) - [j93]Loris Nanni, Alessandra Lumini, Matteo Ferrara, Raffaele Cappelli:
Combining biometric matchers by means of machine learning and statistical approaches. Neurocomputing 149: 526-535 (2015) - 2014
- [j92]Loris Nanni, Alessandra Lumini, Sheryl Brahnam:
Ensemble of shape descriptors for shape retrieval and classification. Int. J. Adv. Intell. Paradigms 6(2): 136-156 (2014) - [e1]Sheryl Brahnam, Lakhmi C. Jain, Loris Nanni, Alessandra Lumini:
Local Binary Patterns: New Variants and Applications. Studies in Computational Intelligence 506, Springer 2014, ISBN 978-3-642-39288-7 [contents] - 2013
- [j91]Loris Nanni, Alessandra Lumini:
Heterogeneous bag-of-features for object/scene recognition. Appl. Soft Comput. 13(4): 2171-2178 (2013) - [j90]Muhammad Tahir, Asifullah Khan, Abdul Majid, Alessandra Lumini:
Subcellular localization using fluorescence imagery: Utilizing ensemble classification with diverse feature extraction strategies and data balancing. Appl. Soft Comput. 13(11): 4231-4243 (2013) - [j89]Cristiana Casanova, Annalisa Franco, Alessandra Lumini, Dario Maio:
SmartVisionApp: A framework for computer vision applications on mobile devices. Expert Syst. Appl. 40(15): 5884-5894 (2013) - [p2]Sheryl Brahnam, Lakhmi C. Jain, Alessandra Lumini, Loris Nanni:
Introduction to Local Binary Patterns: New Variants and Applications. Local Binary Patterns 2013: 1-13 - [p1]Loris Nanni, Sheryl Brahnam, Alessandra Lumini, Tonya Barrier:
Ensemble of Local Phase Quantization Variants with Ternary Encoding. Local Binary Patterns 2013: 177-188 - 2012
- [j88]Loris Nanni, Alessandra Lumini, Sheryl Brahnam:
A classifier ensemble approach for the missing feature problem. Artif. Intell. Medicine 55(1): 37-50 (2012) - [j87]Loris Nanni, Sheryl Brahnam, Alessandra Lumini:
Combining multiple approaches for gene microarray classification. Bioinform. 28(8): 1151-1157 (2012) - [j86]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) - [j85]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) - [j84]Loris Nanni, Sheryl Brahnam, Alessandra Lumini:
Matrix representation in pattern classification. Expert Syst. Appl. 39(3): 3031-3036 (2012) - [j83]Loris Nanni, Alessandra Lumini, Sheryl Brahnam:
Survey on LBP based texture descriptors for image classification. Expert Syst. Appl. 39(3): 3634-3641 (2012) - [j82]Loris Nanni, Alessandra Lumini:
Combining Face and Eye Detectors in a High- Performance Face-Detection System. IEEE Multim. 19(4): 20-27 (2012) - [j81]Loris Nanni, Sheryl Brahnam, Alessandra Lumini:
A user dependent multi-resolution approach for biometric data. Int. J. Inf. Technol. Manag. 11(1/2): 112-121 (2012) - [j80]Loris Nanni, Sheryl Brahnam, Alessandra Lumini:
A simple method for improving local binary patterns by considering non-uniform patterns. Pattern Recognit. 45(10): 3844-3852 (2012) - [j79]Loris Nanni, Sheryl Brahnam, Alessandra Lumini:
Local phase quantization descriptor for improving shape retrieval/classification. Pattern Recognit. Lett. 33(16): 2254-2260 (2012) - [j78]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. Biol. Bioinform. 9(2): 467-475 (2012) - 2011
- [j77]Loris Nanni, Alessandra Lumini, Sheryl Brahnam:
Likelihood ratio based features for a trained biometric score fusion. Expert Syst. Appl. 38(1): 58-63 (2011) - [j76]Loris Nanni, Alessandra Lumini:
Wavelet selection for disease classification by DNA microarray data. Expert Syst. Appl. 38(1): 990-995 (2011) - [j75]Loris Nanni, Alessandra Lumini:
A new encoding technique for peptide classification. Expert Syst. Appl. 38(4): 3185-3191 (2011) - [j74]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) - [j73]Loris Nanni, Sheryl Brahnam, Alessandra Lumini:
Combining different local binary pattern variants to boost performance. Expert Syst. Appl. 38(5): 6209-6216 (2011) - [j72]Loris Nanni, Sheryl Brahnam, Alessandra Lumini:
Texture descriptors for generic pattern classification problems. Expert Syst. Appl. 38(8): 9340-9345 (2011) - [j71]Loris Nanni, Alessandra Lumini:
Prototype reduction techniques: A comparison among different approaches. Expert Syst. Appl. 38(9): 11820-11828 (2011) - 2010
- [j70]Loris Nanni, Alessandra Lumini:
Coding of amino acids by texture descriptors. Artif. Intell. Medicine 48(1): 43-50 (2010) - [j69]Loris Nanni, Alessandra Lumini, Sheryl Brahnam:
Local binary patterns variants as texture descriptors for medical image analysis. Artif. Intell. Medicine 49(2): 117-125 (2010) - [j68]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) - [j67]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) - [j66]Loris Nanni, Alessandra Lumini:
Orthogonal linear discriminant analysis and feature selection for micro-array data classification. Expert Syst. Appl. 37(10): 7132-7137 (2010) - [j65]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) - [j64]Loris Nanni, Alessandra Lumini, Sheryl Brahnam:
Advanced machine learning techniques for microarray spot quality classification. Neural Comput. Appl. 19(3): 471-475 (2010) - [j63]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 Recognit. Lett. 31(8): 725-732 (2010) - [c27]Sheryl Brahnam, Loris Nanni, Jian-Yu Shi, Alessandra Lumini:
Local Phase Quantization Texture Descriptor for Protein Classification. BIOCOMP 2010: 159-165 - [c26]Loris Nanni, Sheryl Brahnam, Alessandra Lumini:
Selecting the Best Performing Rotation Invariant Patterns in Local Binary/Ternary Patterns. IPCV 2010: 369-375
2000 – 2009
- 2009
- [j62]Loris Nanni, Alessandra Lumini:
Genetic nearest feature plane. Expert Syst. Appl. 36(1): 838-843 (2009) - [j61]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) - [j60]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) - [j59]Loris Nanni, Alessandra Lumini:
Ensemble of multiple Palmprint representation. Expert Syst. Appl. 36(3): 4485-4490 (2009) - [j58]Alessandra Lumini, Loris Nanni:
Ensemble of on-line signature matchers based on OverComplete feature generation. Expert Syst. Appl. 36(3): 5291-5296 (2009) - [j57]Loris Nanni, Alessandra Lumini:
An ensemble of support vector machines for predicting virulent proteins. Expert Syst. Appl. 36(4): 7458-7462 (2009) - [j56]Loris Nanni, Alessandra Lumini:
A genetic encoding approach for learning methods for combining classifiers. Expert Syst. Appl. 36(4): 7510-7514 (2009) - [j55]Loris Nanni, Alessandra Lumini:
A supervised method to discriminate between impostors and genuine in biometry. Expert Syst. Appl. 36(7): 10401-10407 (2009) - [j54]Loris Nanni, Alessandra Lumini:
Input Decimated Ensemble based on Neighborhood Preserving Embedding for spectrogram classification. Expert Syst. Appl. 36(8): 11257-11261 (2009) - [j53]Loris Nanni, Alessandra Lumini:
Descriptors for image-based fingerprint matchers. Expert Syst. Appl. 36(10): 12414-12422 (2009) - [j52]Loris Nanni, Alessandra Lumini:
On selecting Gabor features for biometric authentication. Int. J. Comput. Appl. Technol. 35(1): 23-28 (2009) - [j51]Loris Nanni, Alessandra Lumini:
Particle swarm optimization for prototype reduction. Neurocomputing 72(4-6): 1092-1097 (2009) - [j50]Loris Nanni, Alessandra Lumini:
A multi-matcher system based on knuckle-based features. Neural Comput. Appl. 18(1): 87-91 (2009) - [j49]Loris Nanni, Alessandra Lumini:
Particle swarm optimization for ensembling generation for evidential k-nearest-neighbour classifier. Neural Comput. Appl. 18(2): 105-108 (2009) - [j48]Loris Nanni, Alessandra Lumini:
Machine learning multi-classifiers for peptide classification. Neural Comput. Appl. 18(2): 185-192 (2009) - [j47]Loris Nanni, Alessandra Lumini:
Fusion of color spaces for ear authentication. Pattern Recognit. 42(9): 1906-1913 (2009) - 2008
- [j46]Loris Nanni, Alessandra Lumini:
A reliable method for cell phenotype image classification. Artif. Intell. Medicine 43(2): 87-97 (2008) - [j45]Loris Nanni, Alessandra Lumini:
A genetic approach for building different alphabets for peptide and protein classification. BMC Bioinform. 9 (2008) - [j44]Loris Nanni, Alessandra Lumini:
Generalized Needleman-Wunsch algorithm for the recognition of T-cell epitopes. Expert Syst. Appl. 35(3): 1463-1467 (2008) - [j43]Alessandra Lumini, Loris Nanni:
Over-complete feature generation and feature selection for biometry. Expert Syst. Appl. 35(4): 2049-2055 (2008) - [j42]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) - [j41]Annalisa Franco, Alessandra Lumini:
Mixture of KL subspaces for relevance feedback. Multim. Tools Appl. 37(2): 189-209 (2008) - [j40]Loris Nanni, Alessandra Lumini:
Local binary patterns for a hybrid fingerprint matcher. Pattern Recognit. 41(11): 3461-3466 (2008) - [j39]Alessandra Lumini, Loris Nanni:
Advanced methods for two-class pattern recognition problem formulation for minutiae-based fingerprint verification. Pattern Recognit. Lett. 29(2): 142-148 (2008) - [j38]Loris Nanni, Alessandra Lumini:
Random subspace for an improved BioHashing for face authentication. Pattern Recognit. Lett. 29(3): 295-300 (2008) - [j37]Loris Nanni, Alessandra Lumini:
Wavelet decomposition tree selection for palm and face authentication. Pattern Recognit. Lett. 29(3): 343-353 (2008) - [j36]Loris Nanni, Alessandra Lumini:
A novel local on-line signature verification system. Pattern Recognit. Lett. 29(5): 559-568 (2008) - [j35]Loris Nanni, Alessandra Lumini:
A multi-modal method based on the competitors of FVC2004 and on palm data combined with tokenised random numbers. Pattern Recognit. Lett. 29(9): 1344-1350 (2008) - [j34]Loris Nanni, Alessandra Lumini:
Ensemble of Multiple Pedestrian Representations. IEEE Trans. Intell. Transp. Syst. 9(2): 365-369 (2008) - [j33]Loris Nanni, Alessandra Lumini:
Evolved Feature Weighting for Random Subspace Classifier. IEEE Trans. Neural Networks 19(2): 363-366 (2008) - [c25]Javier Galbally, Raffaele Cappelli, Alessandra Lumini, Davide Maltoni, Julian Fiérrez-Aguilar:
Fake fingertip generation from a minutiae template. ICPR 2008: 1-4 - 2007
- [j32]Alessandra Lumini, Loris Nanni:
When Fingerprints Are Combined with Iris - A Case Study: FVC2004 and CASIA. Int. J. Netw. Secur. 4(1): 27-34 (2007) - [j31]Annalisa Franco, Alessandra Lumini, Dario Maio:
MKL-tree: an index structure for high-dimensional vector spaces. Multim. Syst. 12(6): 533-550 (2007) - [j30]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) - [j29]Alessandra Lumini, Loris Nanni:
An improved BioHashing for human authentication. Pattern Recognit. 40(3): 1057-1065 (2007) - [j28]Loris Nanni, Alessandra Lumini:
A hybrid wavelet-based fingerprint matcher. Pattern Recognit. 40(11): 3146-3151 (2007) - [j27]Loris Nanni, Alessandra Lumini:
Ensemblator: An ensemble of classifiers for reliable classification of biological data. Pattern Recognit. Lett. 28(5): 622-630 (2007) - [j26]Loris Nanni, Alessandra Lumini:
A multi-expert approach for wavelet-based face detection. Pattern Recognit. Lett. 28(12): 1541-1547 (2007) - [j25]Loris Nanni, Alessandra Lumini:
RegionBoost learning for 2D+3D based face recognition. Pattern Recognit. Lett. 28(15): 2063-2070 (2007) - [j24]Loris Nanni, Alessandra Lumini:
A multi-matcher for ear authentication. Pattern Recognit. Lett. 28(16): 2219-2226 (2007) - [c24]Raffaele Cappelli, Alessandra Lumini, Dario Maio:
Evaluating Minutiae Template Vulnerability to Masquerade Attack. AutoID 2007: 174-179 - 2006
- [j23]Loris Nanni, Alessandra Lumini:
An ensemble of K-local hyperplanes for predicting protein-protein interactions. Bioinform. 22(10): 1207-1210 (2006) - [j22]Loris Nanni, Alessandra Lumini:
A reliable method for HIV-1 protease cleavage site prediction. Neurocomputing 69(7-9): 838-841 (2006) - [j21]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) - [j20]Loris Nanni, Alessandra Lumini:
Advanced methods for two-class problem formulation for on-line signature verification. Neurocomputing 69(7-9): 854-857 (2006) - [j19]Loris Nanni, Alessandra Lumini:
Human authentication featuring signatures and tokenised random numbers. Neurocomputing 69(7-9): 858-861 (2006) - [j18]Loris Nanni, Alessandra Lumini:
An experimental comparison of ensemble of classifiers for biometric data. Neurocomputing 69(13-15): 1670-1673 (2006) - [j17]Loris Nanni, Alessandra Lumini:
An approach for improving face recognition in presence of inaccurate detection. Neurocomputing 69(13-15): 1678-1682 (2006) - [j16]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) - [j15]Loris Nanni, Alessandra Lumini:
Random Bands: A novel ensemble for fingerprint matching. Neurocomputing 69(13-15): 1702-1705 (2006) - [j14]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) - [j13]Loris Nanni, Alessandra Lumini:
A deformation-invariant image-based fingerprint verification system. Neurocomputing 69(16-18): 2336-2339 (2006) - [j12]Loris Nanni, Alessandra Lumini:
Empirical tests on BioHashing. Neurocomputing 69(16-18): 2390-2395 (2006) - [j11]Loris Nanni, Alessandra Lumini:
FuzzyBagging: A novel ensemble of classifiers. Pattern Recognit. 39(3): 488-490 (2006) - [j10]Alessandra Lumini, Loris Nanni:
A clustering method for automatic biometric template selection. Pattern Recognit. 39(3): 495-497 (2006) - [j9]Alessandra Lumini, Loris Nanni:
Two-class fingerprint matcher. Pattern Recognit. 39(4): 714-716 (2006) - [j8]Lorenzo Baldacci, Matteo Golfarelli, Alessandra Lumini, Stefano Rizzi:
Clustering techniques for protein surfaces. Pattern Recognit. 39(12): 2370-2382 (2006) - [j7]Annalisa Franco, Alessandra Lumini, Dario Maio, Loris Nanni:
An enhanced subspace method for face recognition. Pattern Recognit. Lett. 27(1): 76-84 (2006) - [j6]Alessandra Lumini, Loris Nanni:
Detector of image orientation based on Borda Count. Pattern Recognit. Lett. 27(3): 180-186 (2006) - [j5]Alessandra Lumini, Loris Nanni:
Identifying splice-junction sequences by hierarchical multiclassifier. Pattern Recognit. Lett. 27(12): 1390-1396 (2006) - [j4]Alessandra Lumini, Loris Nanni:
Machine learning for HIV-1 protease cleavage site prediction. Pattern Recognit. Lett. 27(13): 1537-1544 (2006) - [c23]Raffaele Cappelli, Alessandra Lumini, Dario Maio, Davide Maltoni:
Can Fingerprints be Reconstructed from ISO Templates? ICARCV 2006: 1-6 - [c22]Lorenzo Baldacci, Matteo Golfarelli, Alessandra Lumini, Stefano Rizzi:
A Template-Matching Approach for Protein Surface Clustering. ICPR (3) 2006: 340-343 - 2005
- [j3]Loris Nanni, Alessandra Lumini:
Ensemble of Parzen window classifiers for on-line signature verification. Neurocomputing 68: 217-224 (2005) - [c21]Alessandra Lumini, Loris Nanni:
Machine Learning for HIV-1 Protease Cleavage Site Prediction. Artificial Intelligence and Applications 2005: 406-410 - [c20]Alessandra Lumini, Loris Nanni:
Subspace Classifier for Protein Subcellular Localization Prediction. Artificial Intelligence and Applications 2005: 411-415 - [c19]Alessandra Lumini, Loris Nanni:
Identifying Splice-Junction Sequences by Hierarchical Multiclassifier. Artificial Intelligence and Applications 2005: 416-420 - [c18]Loris Nanni, Alessandra Lumini:
Detector of Image Orientation Based on Borda-Count. IbPRIA (2) 2005: 231-238 - [c17]Loris Nanni, Alessandra Lumini:
Support Vector Machines for HIV-1 Protease Cleavage Site Prediction. IbPRIA (2) 2005: 413-420 - [c16]Annalisa Franco, Alessandra Lumini:
Evoluzione dell'approccio MKL al relevance feedback per l'apprendimento a lungo termine. SEBD 2005: 169-176 - 2004
- [c15]Alessandra Lumini, Dario Maio:
Adaptive positioning of a visible watermark in a digital image. ICME 2004: 967-970 - [c14]Annalisa Franco, Alessandra Lumini, Dario Maio:
A New Approach for Relevance Feedback Through Positive and Negative Samples. ICPR (4) 2004: 905-908 - [c13]Annalisa Franco, Alessandra Lumini:
Un nuovo approccio al relevance feedback. SEBD 2004: 202-213 - 2003
- [c12]Annalisa Franco, Alessandra Lumini, Dario Maio:
Bulk Loading the MKL-Tree. DEXA 2003: 119-128 - [c11]Annalisa Franco, Alessandra Lumini:
Ottimizzazione di MKL-tree. SEBD 2003: 61-68 - 2002
- [c10]Raffaele Cappelli, Alessandra Lumini, Dario Maio:
MKL-Tree: A Hierarchical Data Structure for Indexing Multidimensional Data. DEXA 2002: 914-924 - [c9]Annalisa Franco, Alessandra Lumini, Dario Maio:
Eigenspace Merging for Model Updating. ICPR (2) 2002: 156-159 - [c8]Annalisa Franco, Alessandra Lumini:
Tecniche di costruzione batch per MKL-tree. SEBD 2002: 309-322 - 2001
- [c7]Raffaele Cappelli, Alessandra Lumini, Dario Maio:
MKL-tree: una struttura gerarchica per l'indicizzazione di dati multidimensionali. SEBD 2001: 63-77 - 2000
- [c6]Alessandra Lumini, Dario Maio:
Haruspex: An Image Database System for Query-by-Examples. ICPR 2000: 4258-4261 - [c5]Alessandra Lumini, Dario Maio:
A Wavelet-Based Image Watermarking Scheme. ITCC 2000: 122-127 - [c4]Alessandra Lumini, Dario Maio:
Blind watermarking system for digital images in the wavelet domain. Security and Watermarking of Multimedia Contents 2000: 524-535
1990 – 1999
- 1999
- [j2]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) - [c3]Alessandra Lumini, Dario Maio:
Approximate Retrieval Approaches for Incremental Similarity Searches. ICMCS, Vol. 2 1999: 757-761 - 1998
- [c2]Alessandra Lumini, Dario Maio:
Strutture dati e algoritmi per ricerche nearest neighbor incrementali. SEBD 1998: 255-269 - 1997
- [j1]Alessandra Lumini, Dario Maio, Davide Maltoni:
Continuous versus exclusive classification for fingerprint retrieval. Pattern Recognit. Lett. 18(10): 1027-1034 (1997) - [c1]Alessandra Lumini, Dario Maio, Davide Maltoni:
Strategie per il Retrieval di Impronte Digitali. SEBD 1997: 47-66
Coauthor Index
[j118] [j117] [j116] [j115] [j114] [c29] [p4] [i13] [j111] [j110] [j109] [j108] [i12] [i11] [i10] [i9] [i8] [i7] [j107] [j106] [j105] [i6] [j104] [j103] [j102] [j101] [p3] [i5] [i4] [i3] [i2] [i1] [j100] [j99] [j98] [j97] [j96] [j95] [j94] [j93] [j92] [e1] [j91] [p2] [p1] [j88] [j87] [j86] [j85] [j84] [j83] [j82] [j81] [j80] [j79] [j78] [j77] [j76] [j75] [j74] [j73] [j72] [j71] [j70] [j69] [j68] [j67] [j66] [j65] [j64] [c27] [c26] [j62] [j61] [j60] [j59] [j58] [j57] [j56] [j55] [j54] [j53] [j52] [j51] [j50] [j49] [j48] [j47] [j46] [j45] [j44] [j43] [j42] [j40] [j39] [j38] [j37] [j36] [j35] [j34] [j33] [j32] [j29] [j28] [j27] [j26] [j25] [j24] [j23] [j22] [j21] [j20] [j19] [j18] [j17] [j16] [j15] [j14] [j13] [j12] [j11] [j10] [j9] [j7] [j6] [j5] [j4] [j3] [c21] [c20] [c19] [c18] [c17]
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