Alessandra Lumini

178 papers A 1B 5C 6Journal 137Unranked 24

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Rootex 2.0: Multi-head deep learning and graph-based analysis for automated barley root phenotyping. Expert Syst. Appl. Maichol Dadi, Annalisa Franco, Alessandra Lumini
2025	C	`conf`	Comparison of CNN and Transformer Architectures for Robust Cattle Segmentation in Complex Farm Environments. ICPRAM Alessandra Lumini, Guilherme Botazzo Rozendo, Maichol Dadi, Annalisa Franco
2025	J	`jnl`	Convolutional neural networks and vision transformers for Plankton Classification. Ecol. Informatics Loris Nanni, Alessandra Lumini, Leonardo Barcellona, Stefano Ghidoni
2025	J	`jnl`	Entropy-Regularized Attention for Explainable Histological Classification with Convolutional and Hybrid Models. Entropy Pedro Lucas Miguel, Leandro Alves Neves, Alessandra Lumini, Giuliano Cardozo Medalha, Guilherme Freire Roberto, Guilherme Botazzo Rozendo, Adriano M. Cansian, Thaína A. A. Tosta, Marcelo Zanchetta do Nascimento
2025	J	`jnl`	Exploring percolation features with polynomial algorithms for classifying Covid-19 in chest X-ray images. Pattern Recognit. Lett. 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
2025	J	`jnl`	RootEx: An automated method for barley root system extraction and evaluation. Comput. Electron. Agric. Maichol Dadi, Alessandra Lumini, Annalisa Franco
2024	J	`jnl`	An ensemble of learned features and reshaping of fractal geometry-based descriptors for classification of histological images. Pattern Anal. Appl. Guilherme Freire Roberto, Leandro Alves Neves, Alessandra Lumini, Alessandro Santana Martins, Marcelo Zanchetta do Nascimento
2024	—	`conf`	Improving Explainability of the Attention Branch Network with CAM Fostering Techniques in the Context of Histological Images. ICEIS (1) 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
2024	—	`conf`	X-GAN: Generative Adversarial Networks Training Guided with Explainable Artificial Intelligence. ICEIS (1) Guilherme Botazzo Rozendo, Alessandra Lumini, Guilherme Freire Roberto, Thaína Aparecida Azevedo Tosta, Marcelo Zanchetta do Nascimento, Leandro Alves Neves
2023	J	`jnl`	A Standardized Approach for Skin Detection: Analysis of the Literature and Case Studies. J. Imaging Loris Nanni, Andrea Loreggia, Alessandra Lumini, Alberto Dorizza
2023	B	`conf`	CNN Ensembles for Nuclei Segmentation on Histological Images of OED. CBMS 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
2023	C	`conf`	Detection of Covid-19 in Chest X-Ray Images Using Percolation Features and Hermite Polynomial Classification. CIARP 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
2023	J	`jnl`	Ensembles of Convolutional Neural Networks and Transformers for Polyp Segmentation. Sensors Loris Nanni, Carlo Fantozzi, Andrea Loreggia, Alessandra Lumini
2023	J	`jnl`	Exploring the Potential of Ensembles of Deep Learning Networks for Image Segmentation. Inf. Loris Nanni, Alessandra Lumini, Carlo Fantozzi
2023	B	`conf`	Handcrafted features vs deep-learned features: Hermite Polynomial Classification of Liver Images. CBMS 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
2023	C	`conf`	Weeds Classification with Deep Learning: An Investigation Using CNN, Vision Transformers, Pyramid Vision Transformers, and Ensemble Strategy. CIARP Guilherme Botazzo Rozendo, Guilherme Freire Roberto, Marcelo Zanchetta do Nascimento, Leandro Alves Neves, Alessandra Lumini
2022	B	`conf`	Deep Semantic Segmentation in Skin Detection. ESANN Daniela Cuza, Andrea Loreggia, Alessandra Lumini, Loris Nanni
2022	J	`jnl`	Feature transforms for image data augmentation. CoRR Loris Nanni, Michelangelo Paci, Sheryl Brahnam, Alessandra Lumini
2022	J	`jnl`	Feature transforms for image data augmentation. Neural Comput. Appl. Loris Nanni, Michelangelo Paci, Sheryl Brahnam, Alessandra Lumini
2022	J	`jnl`	High performing ensemble of convolutional neural networks for insect pest image detection. Ecol. Informatics Loris Nanni, Alessandro Manfe, Gianluca Maguolo, Alessandra Lumini, Sheryl Brahnam
2022	—	`ch.`	Pushing the Limits Against the No Free Lunch Theorem: Towards Building General-Purpose (GenP) Classification Systems. Advances in Selected Artificial Intelligence Areas Alessandra Lumini, Loris Nanni, Sheryl Brahnam
2021	J	`jnl`	Closing the Performance Gap between Siamese Networks for Dissimilarity Image Classification and Convolutional Neural Networks. Sensors Loris Nanni, Giovanni Minchio, Sheryl Brahnam, Davide Sarraggiotto, Alessandra Lumini
2021	J	`jnl`	Comparison of Different Image Data Augmentation Approaches. J. Imaging Loris Nanni, Michelangelo Paci, Sheryl Brahnam, Alessandra Lumini
2021	J	`jnl`	Deep ensembles based on Stochastic Activation Selection for Polyp Segmentation. CoRR Alessandra Lumini, Loris Nanni, Gianluca Maguolo
2021	J	`jnl`	Deep ensembles in bioimage segmentation. CoRR Loris Nanni, Daniela Cuza, Alessandra Lumini, Andrea Loreggia, Sheryl Brahnam
2021	J	`jnl`	Experiments of Image Classification Using Dissimilarity Spaces Built with Siamese Networks. Sensors Loris Nanni, Giovanni Minchio, Sheryl Brahnam, Gianluca Maguolo, Alessandra Lumini
2021	J	`jnl`	Exploiting Adam-like Optimization Algorithms to Improve the Performance of Convolutional Neural Networks. CoRR Loris Nanni, Gianluca Maguolo, Alessandra Lumini
2021	J	`jnl`	Fractal Neural Network: A new ensemble of fractal geometry and convolutional neural networks for the classification of histology images. Expert Syst. Appl. Guilherme Freire Roberto, Alessandra Lumini, Leandro Alves Neves, Marcelo Zanchetta do Nascimento
2021	J	`jnl`	Gated recurrent units and temporal convolutional network for multilabel classification. CoRR Loris Nanni, Alessandra Lumini, Alessandro Manfe, Sheryl Brahnam, Giorgio Venturin
2021	J	`jnl`	High performing ensemble of convolutional neural networks for insect pest image detection. CoRR Loris Nanni, Alessandro Manfe, Gianluca Maguolo, Alessandra Lumini, Sheryl Brahnam
2021	J	`jnl`	Neural networks for Anatomical Therapeutic Chemical (ATC). CoRR Loris Nanni, Alessandra Lumini, Sheryl Brahnam
2021	J	`jnl`	Postprocessing for Skin Detection. J. Imaging Diego Baldissera, Loris Nanni, Sheryl Brahnam, Alessandra Lumini
2021	J	`jnl`	Towards a self-sufficient face verification system. Expert Syst. Appl. Eric López-López, Carlos Vázquez Regueiro, Xosé M. Pardo, Annalisa Franco, Alessandra Lumini
2020	J	`jnl`	Comparisons among different stochastic selection of activation layers for convolutional neural networks for healthcare. CoRR Loris Nanni, Alessandra Lumini, Stefano Ghidoni, Gianluca Maguolo
2020	J	`jnl`	Fair comparison of skin detection approaches on publicly available datasets. Expert Syst. Appl. Alessandra Lumini, Loris Nanni
2020	J	`jnl`	Stochastic Selection of Activation Layers for Convolutional Neural Networks. Sensors Loris Nanni, Alessandra Lumini, Stefano Ghidoni, Gianluca Maguolo
2020	J	`jnl`	iProStruct2D: Identifying protein structural classes by deep learning via 2D representations. Expert Syst. Appl. Loris Nanni, Alessandra Lumini, Federica Pasquali, Sheryl Brahnam
2019	J	`jnl`	Bioimage Classification with Handcrafted and Learned Features. IEEE ACM Trans. Comput. Biol. Bioinform. Loris Nanni, Sheryl Brahnam, Stefano Ghidoni, Alessandra Lumini
2019	J	`jnl`	Deep learning and transfer learning features for plankton classification. Ecol. Informatics Alessandra Lumini, Loris Nanni
2019	J	`jnl`	Deep learning for Plankton and Coral Classification. CoRR Alessandra Lumini, Loris Nanni, Gianluca Maguolo
2019	J	`jnl`	Face Detection Ensemble with Methods Using Depth Information to Filter False Positives. Sensors Loris Nanni, Sheryl Brahnam, Alessandra Lumini
2019	—	`conf`	Incremental Learning Techniques Within a Self-updating Approach for Face Verification in Video-Surveillance. IbPRIA (2) Eric López-López, Carlos Vázquez Regueiro, Xosé M. Pardo, Annalisa Franco, Alessandra Lumini
2019	J	`jnl`	Learning morphological operators for skin detection. CoRR Alessandra Lumini, Loris Nanni, Alice Codogno, Filippo Berno
2019	—	`ch.`	Ocean Ecosystems Plankton Classification. Recent Advances in Computer Vision Alessandra Lumini, Loris Nanni
2019	J	`jnl`	Texture descriptors for representing feature vectors. Expert Syst. Appl. Loris Nanni, Sheryl Brahnam, Alessandra Lumini
2019	J	`jnl`	iProStruct2D: Identifying protein structural classes by deep learning via 2D representations. CoRR Loris Nanni, Alessandra Lumini, Federica Pasquali, Sheryl Brahnam
2018	J	`jnl`	Ensemble of Deep Learned Features for Melanoma Classification. CoRR Loris Nanni, Alessandra Lumini, Stefano Ghidoni
2018	J	`jnl`	Fair comparison of skin detection approaches on publicly available datasets. CoRR Alessandra Lumini, Loris Nanni
2017	J	`jnl`	Ensemble of texture descriptors for face recognition obtained by varying feature transforms and preprocessing approaches. Appl. Soft Comput. Loris Nanni, Alessandra Lumini, Sheryl Brahnam
2017	J	`jnl`	Overview of the combination of biometric matchers. Inf. Fusion Alessandra Lumini, Loris Nanni
2016	J	`jnl`	Combining visual and acoustic features for music genre classification. Expert Syst. Appl. Loris Nanni, Yandre M. G. Costa, Alessandra Lumini, Moo Young Kim, Seungryul Baek
2016	J	`jnl`	Ensembles of dense and dense sampling descriptors for the HEp-2 cells classification problem. Pattern Recognit. Lett. Loris Nanni, Alessandra Lumini, Florentino Luciano Caetano dos Santos, Michelangelo Paci, Jari A. K. Hyttinen
2016	J	`jnl`	Multilayer descriptors for medical image classification. Comput. Biol. Medicine Alessandra Lumini, Loris Nanni, Sheryl Brahnam
2016	J	`jnl`	Weighted Reward-Punishment Editing. Pattern Recognit. Lett. Loris Nanni, Alessandra Lumini, Sheryl Brahnam
2015	J	`jnl`	Combining biometric matchers by means of machine learning and statistical approaches. Neurocomputing Loris Nanni, Alessandra Lumini, Matteo Ferrara, Raffaele Cappelli
2015	J	`jnl`	Toward a General-Purpose Heterogeneous Ensemble for Pattern Classification. Comput. Intell. Neurosci. Loris Nanni, Sheryl Brahnam, Stefano Ghidoni, Alessandra Lumini
2014	J	`jnl`	Ensemble of shape descriptors for shape retrieval and classification. Int. J. Adv. Intell. Paradigms Loris Nanni, Alessandra Lumini, Sheryl Brahnam
2014	—	`book`	Local Binary Patterns: New Variants and Applications Local Binary Patterns Sheryl Brahnam, Lakhmi C. Jain, Loris Nanni, Alessandra Lumini
2013	—	`ch.`	Ensemble of Local Phase Quantization Variants with Ternary Encoding. Local Binary Patterns Loris Nanni, Sheryl Brahnam, Alessandra Lumini, Tonya Barrier
2013	J	`jnl`	Heterogeneous bag-of-features for object/scene recognition. Appl. Soft Comput. Loris Nanni, Alessandra Lumini
2013	—	`ch.`	Introduction to Local Binary Patterns: New Variants and Applications. Local Binary Patterns Sheryl Brahnam, Lakhmi C. Jain, Alessandra Lumini, Loris Nanni
2013	J	`jnl`	SmartVisionApp: A framework for computer vision applications on mobile devices. Expert Syst. Appl. Cristiana Casanova, Annalisa Franco, Alessandra Lumini, Dario Maio
2013	J	`jnl`	Subcellular localization using fluorescence imagery: Utilizing ensemble classification with diverse feature extraction strategies and data balancing. Appl. Soft Comput. Muhammad Tahir, Asifullah Khan, Abdul Majid, Alessandra Lumini
2012	J	`jnl`	A classifier ensemble approach for the missing feature problem. Artif. Intell. Medicine Loris Nanni, Alessandra Lumini, Sheryl Brahnam
2012	J	`jnl`	A simple method for improving local binary patterns by considering non-uniform patterns. Pattern Recognit. Loris Nanni, Sheryl Brahnam, Alessandra Lumini
2012	J	`jnl`	A user dependent multi-resolution approach for biometric data. Int. J. Inf. Technol. Manag. Loris Nanni, Sheryl Brahnam, Alessandra Lumini
2012	J	`jnl`	A very high performing system to discriminate tissues in mammograms as benign and malignant. Expert Syst. Appl. Loris Nanni, Sheryl Brahnam, Alessandra Lumini
2012	J	`jnl`	Combining Face and Eye Detectors in a High- Performance Face-Detection System. IEEE Multim. Loris Nanni, Alessandra Lumini
2012	J	`jnl`	Combining multiple approaches for gene microarray classification. Bioinform. Loris Nanni, Sheryl Brahnam, Alessandra Lumini
2012	J	`jnl`	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. Loris Nanni, Alessandra Lumini, Dinesh Gupta, Aarti Garg
2012	J	`jnl`	Local phase quantization descriptor for improving shape retrieval/classification. Pattern Recognit. Lett. Loris Nanni, Sheryl Brahnam, Alessandra Lumini
2012	J	`jnl`	Matrix representation in pattern classification. Expert Syst. Appl. Loris Nanni, Sheryl Brahnam, Alessandra Lumini
2012	J	`jnl`	Random interest regions for object recognition based on texture descriptors and bag of features. Expert Syst. Appl. Loris Nanni, Sheryl Brahnam, Alessandra Lumini
2012	J	`jnl`	Survey on LBP based texture descriptors for image classification. Expert Syst. Appl. Loris Nanni, Alessandra Lumini, Sheryl Brahnam
2011	J	`jnl`	A new encoding technique for peptide classification. Expert Syst. Appl. Loris Nanni, Alessandra Lumini
2011	J	`jnl`	Combining different local binary pattern variants to boost performance. Expert Syst. Appl. Loris Nanni, Sheryl Brahnam, Alessandra Lumini
2011	J	`jnl`	Likelihood ratio based features for a trained biometric score fusion. Expert Syst. Appl. Loris Nanni, Alessandra Lumini, Sheryl Brahnam
2011	J	`jnl`	Local Ternary Patterns from Three Orthogonal Planes for human action classification. Expert Syst. Appl. Loris Nanni, Sheryl Brahnam, Alessandra Lumini
2011	J	`jnl`	Prototype reduction techniques: A comparison among different approaches. Expert Syst. Appl. Loris Nanni, Alessandra Lumini
2011	J	`jnl`	Texture descriptors for generic pattern classification problems. Expert Syst. Appl. Loris Nanni, Sheryl Brahnam, Alessandra Lumini
2011	J	`jnl`	Wavelet selection for disease classification by DNA microarray data. Expert Syst. Appl. Loris Nanni, Alessandra Lumini
2010	J	`jnl`	A local approach based on a Local Binary Patterns variant texture descriptor for classifying pain states. Expert Syst. Appl. Loris Nanni, Sheryl Brahnam, Alessandra Lumini
2010	J	`jnl`	Advanced machine learning techniques for microarray spot quality classification. Neural Comput. Appl. Loris Nanni, Alessandra Lumini, Sheryl Brahnam
2010	J	`jnl`	An evaluation of direct attacks using fake fingers generated from ISO templates. Pattern Recognit. Lett. Javier Galbally, Raffaele Cappelli, Alessandra Lumini, Guillermo González de Rivera, Davide Maltoni, Julian Fiérrez, Javier Ortega-Garcia, Dario Maio
2010	J	`jnl`	Coding of amino acids by texture descriptors. Artif. Intell. Medicine Loris Nanni, Alessandra Lumini
2010	J	`jnl`	Combining local, regional and global matchers for a template protected on-line signature verification system. Expert Syst. Appl. Loris Nanni, Emanuele Maiorana, Alessandra Lumini, Patrizio Campisi
2010	J	`jnl`	Fusion of systems for automated cell phenotype image classification. Expert Syst. Appl. Loris Nanni, Alessandra Lumini, Yu-Shi Lin, Chun-Nan Hsu, Chung-Chih Lin
2010	—	`conf`	Local Phase Quantization Texture Descriptor for Protein Classification. BIOCOMP Sheryl Brahnam, Loris Nanni, Jian-Yu Shi, Alessandra Lumini
2010	J	`jnl`	Local binary patterns variants as texture descriptors for medical image analysis. Artif. Intell. Medicine Loris Nanni, Alessandra Lumini, Sheryl Brahnam
2010	J	`jnl`	Orthogonal linear discriminant analysis and feature selection for micro-array data classification. Expert Syst. Appl. Loris Nanni, Alessandra Lumini
2010	—	`conf`	Selecting the Best Performing Rotation Invariant Patterns in Local Binary/Ternary Patterns. IPCV Loris Nanni, Sheryl Brahnam, Alessandra Lumini
2009	J	`jnl`	A genetic encoding approach for learning methods for combining classifiers. Expert Syst. Appl. Loris Nanni, Alessandra Lumini
2009	J	`jnl`	A multi-matcher system based on knuckle-based features. Neural Comput. Appl. Loris Nanni, Alessandra Lumini
2009	J	`jnl`	A supervised method to discriminate between impostors and genuine in biometry. Expert Syst. Appl. Loris Nanni, Alessandra Lumini
2009	J	`jnl`	An ensemble of support vector machines for predicting virulent proteins. Expert Syst. Appl. Loris Nanni, Alessandra Lumini
2009	J	`jnl`	An experimental comparison of ensemble of classifiers for bankruptcy prediction and credit scoring. Expert Syst. Appl. Loris Nanni, Alessandra Lumini
2009	J	`jnl`	Descriptors for image-based fingerprint matchers. Expert Syst. Appl. Loris Nanni, Alessandra Lumini
2009	J	`jnl`	Ensemble generation and feature selection for the identification of students with learning disabilities. Expert Syst. Appl. Loris Nanni, Alessandra Lumini
2009	J	`jnl`	Ensemble of multiple Palmprint representation. Expert Syst. Appl. Loris Nanni, Alessandra Lumini
2009	J	`jnl`	Ensemble of on-line signature matchers based on OverComplete feature generation. Expert Syst. Appl. Alessandra Lumini, Loris Nanni
2009	J	`jnl`	Fusion of color spaces for ear authentication. Pattern Recognit. Loris Nanni, Alessandra Lumini
2009	J	`jnl`	Genetic nearest feature plane. Expert Syst. Appl. Loris Nanni, Alessandra Lumini
2009	J	`jnl`	Input Decimated Ensemble based on Neighborhood Preserving Embedding for spectrogram classification. Expert Syst. Appl. Loris Nanni, Alessandra Lumini
2009	J	`jnl`	Machine learning multi-classifiers for peptide classification. Neural Comput. Appl. Loris Nanni, Alessandra Lumini
2009	J	`jnl`	On selecting Gabor features for biometric authentication. Int. J. Comput. Appl. Technol. Loris Nanni, Alessandra Lumini
2009	J	`jnl`	Particle swarm optimization for ensembling generation for evidential k-nearest-neighbour classifier. Neural Comput. Appl. Loris Nanni, Alessandra Lumini
2009	J	`jnl`	Particle swarm optimization for prototype reduction. Neurocomputing Loris Nanni, Alessandra Lumini
2008	J	`jnl`	A genetic approach for building different alphabets for peptide and protein classification. BMC Bioinform. Loris Nanni, Alessandra Lumini
2008	J	`jnl`	A multi-modal method based on the competitors of FVC2004 and on palm data combined with tokenised random numbers. Pattern Recognit. Lett. Loris Nanni, Alessandra Lumini
2008	J	`jnl`	A novel local on-line signature verification system. Pattern Recognit. Lett. Loris Nanni, Alessandra Lumini
2008	J	`jnl`	A reliable method for cell phenotype image classification. Artif. Intell. Medicine Loris Nanni, Alessandra Lumini
2008	J	`jnl`	Advanced methods for two-class pattern recognition problem formulation for minutiae-based fingerprint verification. Pattern Recognit. Lett. Alessandra Lumini, Loris Nanni
2008	J	`jnl`	Cluster-Based Nearest-Neighbour Classifier and Its Application on the Lightning Classification. J. Comput. Sci. Technol. Loris Nanni, Alessandra Lumini
2008	J	`jnl`	Ensemble of Multiple Pedestrian Representations. IEEE Trans. Intell. Transp. Syst. Loris Nanni, Alessandra Lumini
2008	J	`jnl`	Evolved Feature Weighting for Random Subspace Classifier. IEEE Trans. Neural Networks Loris Nanni, Alessandra Lumini
2008	B	`conf`	Fake fingertip generation from a minutiae template. ICPR Javier Galbally, Raffaele Cappelli, Alessandra Lumini, Davide Maltoni, Julian Fiérrez-Aguilar
2008	J	`jnl`	Generalized Needleman-Wunsch algorithm for the recognition of T-cell epitopes. Expert Syst. Appl. Loris Nanni, Alessandra Lumini
2008	J	`jnl`	Local binary patterns for a hybrid fingerprint matcher. Pattern Recognit. Loris Nanni, Alessandra Lumini
2008	J	`jnl`	Mixture of KL subspaces for relevance feedback. Multim. Tools Appl. Annalisa Franco, Alessandra Lumini
2008	J	`jnl`	Over-complete feature generation and feature selection for biometry. Expert Syst. Appl. Alessandra Lumini, Loris Nanni
2008	J	`jnl`	Random subspace for an improved BioHashing for face authentication. Pattern Recognit. Lett. Loris Nanni, Alessandra Lumini
2008	J	`jnl`	Wavelet decomposition tree selection for palm and face authentication. Pattern Recognit. Lett. Loris Nanni, Alessandra Lumini
2007	J	`jnl`	A hybrid wavelet-based fingerprint matcher. Pattern Recognit. Loris Nanni, Alessandra Lumini
2007	J	`jnl`	A multi-expert approach for wavelet-based face detection. Pattern Recognit. Lett. Loris Nanni, Alessandra Lumini
2007	J	`jnl`	A multi-matcher for ear authentication. Pattern Recognit. Lett. Loris Nanni, Alessandra Lumini
2007	J	`jnl`	An improved BioHashing for human authentication. Pattern Recognit. Alessandra Lumini, Loris Nanni
2007	J	`jnl`	Ensemblator: An ensemble of classifiers for reliable classification of biological data. Pattern Recognit. Lett. Loris Nanni, Alessandra Lumini
2007	—	`conf`	Evaluating Minutiae Template Vulnerability to Masquerade Attack. AutoID Raffaele Cappelli, Alessandra Lumini, Dario Maio
2007	J	`jnl`	Fingerprint Image Reconstruction from Standard Templates. IEEE Trans. Pattern Anal. Mach. Intell. Raffaele Cappelli, Dario Maio, Alessandra Lumini, Davide Maltoni
2007	J	`jnl`	MKL-tree: an index structure for high-dimensional vector spaces. Multim. Syst. Annalisa Franco, Alessandra Lumini, Dario Maio
2007	J	`jnl`	RegionBoost learning for 2D+3D based face recognition. Pattern Recognit. Lett. Loris Nanni, Alessandra Lumini
2007	J	`jnl`	When Fingerprints Are Combined with Iris - A Case Study: FVC2004 and CASIA. Int. J. Netw. Secur. Alessandra Lumini, Loris Nanni
2006	—	`conf`	A Template-Matching Approach for Protein Surface Clustering. ICPR (3) Lorenzo Baldacci, Matteo Golfarelli, Alessandra Lumini, Stefano Rizzi
2006	J	`jnl`	A clustering method for automatic biometric template selection. Pattern Recognit. Alessandra Lumini, Loris Nanni
2006	J	`jnl`	A deformation-invariant image-based fingerprint verification system. Neurocomputing Loris Nanni, Alessandra Lumini
2006	J	`jnl`	A novel method for fingerprint verification that approaches the problem as a two-class pattern recognition problem. Neurocomputing Loris Nanni, Alessandra Lumini
2006	J	`jnl`	A reliable method for HIV-1 protease cleavage site prediction. Neurocomputing Loris Nanni, Alessandra Lumini
2006	J	`jnl`	Advanced methods for two-class problem formulation for on-line signature verification. Neurocomputing Loris Nanni, Alessandra Lumini
2006	J	`jnl`	An advanced multi-modal method for human authentication featuring biometrics data and tokenised random numbers. Neurocomputing Alessandra Lumini, Loris Nanni
2006	J	`jnl`	An approach for improving face recognition in presence of inaccurate detection. Neurocomputing Loris Nanni, Alessandra Lumini
2006	J	`jnl`	An enhanced subspace method for face recognition. Pattern Recognit. Lett. Annalisa Franco, Alessandra Lumini, Dario Maio, Loris Nanni
2006	J	`jnl`	An ensemble of K-local hyperplanes for predicting protein-protein interactions. Bioinform. Loris Nanni, Alessandra Lumini
2006	J	`jnl`	An experimental comparison of ensemble of classifiers for biometric data. Neurocomputing Loris Nanni, Alessandra Lumini
2006	C	`conf`	Can Fingerprints be Reconstructed from ISO Templates? ICARCV Raffaele Cappelli, Alessandra Lumini, Dario Maio, Davide Maltoni
2006	J	`jnl`	Clustering techniques for protein surfaces. Pattern Recognit. Lorenzo Baldacci, Matteo Golfarelli, Alessandra Lumini, Stefano Rizzi
2006	J	`jnl`	Detector of image orientation based on Borda Count. Pattern Recognit. Lett. Alessandra Lumini, Loris Nanni
2006	J	`jnl`	Empirical tests on BioHashing. Neurocomputing Loris Nanni, Alessandra Lumini
2006	J	`jnl`	FuzzyBagging: A novel ensemble of classifiers. Pattern Recognit. Loris Nanni, Alessandra Lumini
2006	J	`jnl`	Human authentication featuring signatures and tokenised random numbers. Neurocomputing Loris Nanni, Alessandra Lumini
2006	J	`jnl`	Identifying splice-junction sequences by hierarchical multiclassifier. Pattern Recognit. Lett. Alessandra Lumini, Loris Nanni
2006	J	`jnl`	Machine learning for HIV-1 protease cleavage site prediction. Pattern Recognit. Lett. Alessandra Lumini, Loris Nanni
2006	J	`jnl`	MppS: An ensemble of support vector machine based on multiple physicochemical properties of amino acids. Neurocomputing Loris Nanni, Alessandra Lumini
2006	J	`jnl`	Random Bands: A novel ensemble for fingerprint matching. Neurocomputing Loris Nanni, Alessandra Lumini
2006	J	`jnl`	Two-class fingerprint matcher. Pattern Recognit. Alessandra Lumini, Loris Nanni
2005	—	`conf`	Detector of Image Orientation Based on Borda-Count. IbPRIA (2) Loris Nanni, Alessandra Lumini
2005	J	`jnl`	Ensemble of Parzen window classifiers for on-line signature verification. Neurocomputing Loris Nanni, Alessandra Lumini
2005	—	`conf`	Evoluzione dell'approccio MKL al relevance feedback per l'apprendimento a lungo termine. SEBD Annalisa Franco, Alessandra Lumini
2005	—	`conf`	Identifying Splice-Junction Sequences by Hierarchical Multiclassifier. Artificial Intelligence and Applications Alessandra Lumini, Loris Nanni
2005	—	`conf`	Machine Learning for HIV-1 Protease Cleavage Site Prediction. Artificial Intelligence and Applications Alessandra Lumini, Loris Nanni
2005	—	`conf`	Subspace Classifier for Protein Subcellular Localization Prediction. Artificial Intelligence and Applications Alessandra Lumini, Loris Nanni
2005	—	`conf`	Support Vector Machines for HIV-1 Protease Cleavage Site Prediction. IbPRIA (2) Loris Nanni, Alessandra Lumini
2004	—	`conf`	A New Approach for Relevance Feedback Through Positive and Negative Samples. ICPR (4) Annalisa Franco, Alessandra Lumini, Dario Maio
2004	A	`conf`	Adaptive positioning of a visible watermark in a digital image. ICME Alessandra Lumini, Dario Maio
2004	—	`conf`	Un nuovo approccio al relevance feedback. SEBD Annalisa Franco, Alessandra Lumini
2003	C	`conf`	Bulk Loading the MKL-Tree. DEXA Annalisa Franco, Alessandra Lumini, Dario Maio
2003	—	`conf`	Ottimizzazione di MKL-tree. SEBD Annalisa Franco, Alessandra Lumini
2002	—	`conf`	Eigenspace Merging for Model Updating. ICPR (2) Annalisa Franco, Alessandra Lumini, Dario Maio
2002	C	`conf`	MKL-Tree: A Hierarchical Data Structure for Indexing Multidimensional Data. DEXA Raffaele Cappelli, Alessandra Lumini, Dario Maio
2002	—	`conf`	Tecniche di costruzione batch per MKL-tree. SEBD Annalisa Franco, Alessandra Lumini
2001	—	`conf`	MKL-tree: una struttura gerarchica per l'indicizzazione di dati multidimensionali. SEBD Raffaele Cappelli, Alessandra Lumini, Dario Maio
2000	—	`conf`	A Wavelet-Based Image Watermarking Scheme. ITCC Alessandra Lumini, Dario Maio
2000	—	`conf`	Blind watermarking system for digital images in the wavelet domain. Security and Watermarking of Multimedia Contents Alessandra Lumini, Dario Maio
2000	B	`conf`	Haruspex: An Image Database System for Query-by-Examples. ICPR Alessandra Lumini, Dario Maio
1999	—	`conf`	Approximate Retrieval Approaches for Incremental Similarity Searches. ICMCS, Vol. 2 Alessandra Lumini, Dario Maio
1999	J	`jnl`	Fingerprint Classification by Directional Image Partitioning. IEEE Trans. Pattern Anal. Mach. Intell. Raffaele Cappelli, Alessandra Lumini, Dario Maio, Davide Maltoni
1998	—	`conf`	Strutture dati e algoritmi per ricerche nearest neighbor incrementali. SEBD Alessandra Lumini, Dario Maio
1997	J	`jnl`	Continuous versus exclusive classification for fingerprint retrieval. Pattern Recognit. Lett. Alessandra Lumini, Dario Maio, Davide Maltoni
1997	—	`conf`	Strategie per il Retrieval di Impronte Digitali. SEBD Alessandra Lumini, Dario Maio, Davide Maltoni