A two-stage fingerprint classification system. - Raffaele Cappelli; Dario Maio; Davide Maltoni; Loris Nanni (WBMA@MM, 2003)

Towards a Robust Face Detector. - Loris Nanni; Annalisa Franco; Raffaele Cappelli (ECCV Workshop BioAW, 2004)

Reward-Punishment Editing. - Annalisa Franco; Davide Maltoni; Loris Nanni (ICPR (4), 2004)

Subspace Classifier for Protein Subcellular Localization Prediction. - Alessandra Lumini; Loris Nanni (Artificial Intelligence and Applications, 2005)

An On-Line Signature Verification System Based on Fusion of Local and Global Information. - Julian Fiérrez-Aguilar; Loris Nanni; Jaime Lopez-Peñalba; Javier Ortega-Garcia; Davide Maltoni (AVBPA, 2005)

Support Vector Machines for HIV-1 Protease Cleavage Site Prediction. - Loris Nanni; Alessandra Lumini (IbPRIA (2), 2005)

Combining Multiple Matchers for Fingerprint Verification: A Case Study in FVC2004. - Julian Fiérrez-Aguilar; Loris Nanni; Javier Ortega-Garcia; Raffaele Cappelli; Davide Maltoni (ICIAP, 2005)

An efficient fingerprint verification system using integrated gabor filters and Parzen Window Classifier. - Dario Maio; Loris Nanni (Neurocomputing, 2005)

Multihashing, human authentication featuring biometrics data and tokenized random number: A case study FVC2004. - Dario Maio; Loris Nanni (Neurocomputing, 2005)

Fusion of classifiers for predicting protein-protein interactions. - Loris Nanni (Neurocomputing, 2005)

Fusion of classifiers for protein fold recognition. - Loris Nanni (Neurocomputing, 2005)

Hyperplanes for predicting protein-protein interactions. - Loris Nanni (Neurocomputing, 2005)

Ensemble of Parzen window classifiers for on-line signature verification. - Loris Nanni; Alessandra Lumini (Neurocomputing, 2005)

An ensemble of K-local hyperplanes for predicting protein-protein interactions. - Loris Nanni; Alessandra Lumini (Bioinform., 2006)

An advanced multi-modal method for human authentication featuring biometrics data and tokenised random numbers. - Alessandra Lumini; Loris Nanni (Neurocomputing, 2006)

An ensemble of classifiers for the diagnosis of erythemato-squamous diseases. - Loris Nanni (Neurocomputing, 2006)

Ensemble of classifiers for protein fold recognition. - Loris Nanni (Neurocomputing, 2006)

A reliable method for the diagnosis of gastric carcinoma. - Loris Nanni (Neurocomputing, 2006)

Machine learning algorithms for T-cell epitopes prediction. - Loris Nanni (Neurocomputing, 2006)

Experimental comparison of one-class classifiers for online signature verification. - Loris Nanni (Neurocomputing, 2006)

A reliable method for designing an automatic karyotyping system. - Loris Nanni (Neurocomputing, 2006)

An advanced multi-matcher method for on-line signature verification featuring global features and tokenised random numbers. - Loris Nanni (Neurocomputing, 2006)

A novel ensemble of classifiers for protein fold recognition. - Loris Nanni (Neurocomputing, 2006)

A reliable method for HIV-1 protease cleavage site prediction. - Loris Nanni; Alessandra Lumini (Neurocomputing, 2006)

A novel method for fingerprint verification that approaches the problem as a two-class pattern recognition problem. - Loris Nanni; Alessandra Lumini (Neurocomputing, 2006)

Advanced methods for two-class problem formulation for on-line signature verification. - Loris Nanni; Alessandra Lumini (Neurocomputing, 2006)

Human authentication featuring signatures and tokenised random numbers. - Loris Nanni; Alessandra Lumini (Neurocomputing, 2006)

An experimental comparison of ensemble of classifiers for biometric data. - Loris Nanni; Alessandra Lumini (Neurocomputing, 2006)

An approach for improving face recognition in presence of inaccurate detection. - Loris Nanni; Alessandra Lumini (Neurocomputing, 2006)

MppS: An ensemble of support vector machine based on multiple physicochemical properties of amino acids. - Loris Nanni; Alessandra Lumini (Neurocomputing, 2006)

Random Bands: A novel ensemble for fingerprint matching. - Loris Nanni; Alessandra Lumini (Neurocomputing, 2006)

A deformation-invariant image-based fingerprint verification system. - Loris Nanni; Alessandra Lumini (Neurocomputing, 2006)

Empirical tests on BioHashing. - Loris Nanni; Alessandra Lumini (Neurocomputing, 2006)

A clustering method for automatic biometric template selection. - Alessandra Lumini; Loris Nanni (Pattern Recognit., 2006)

Two-class fingerprint matcher. - Alessandra Lumini; Loris Nanni (Pattern Recognit., 2006)

Comparison among feature extraction methods for HIV-1 protease cleavage site prediction. - Loris Nanni (Pattern Recognit., 2006)

FuzzyBagging: A novel ensemble of classifiers. - Loris Nanni; Alessandra Lumini (Pattern Recognit., 2006)

An enhanced subspace method for face recognition. - Annalisa Franco; Alessandra Lumini; Dario Maio; Loris Nanni (Pattern Recognit. Lett., 2006)

Detector of image orientation based on Borda Count. - Alessandra Lumini; Loris Nanni (Pattern Recognit. Lett., 2006)

Identifying splice-junction sequences by hierarchical multiclassifier. - Alessandra Lumini; Loris Nanni (Pattern Recognit. Lett., 2006)

Machine learning for HIV-1 protease cleavage site prediction. - Alessandra Lumini; Loris Nanni (Pattern Recognit. Lett., 2006)

Multi-resolution subspace for financial trading. - Loris Nanni (Pattern Recognit. Lett., 2006)

Cluster-based pattern discrimination: A novel technique for feature selection. - Loris Nanni (Pattern Recognit. Lett., 2006)

Sistemi multiclassificatori con applicazione al riconoscimento del volto. - Loris Nanni (2006)

When Fingerprints Are Combined with Iris - A Case Study: FVC2004 and CASIA. - Alessandra Lumini; Loris Nanni (Int. J. Netw. Secur., 2007)

An improved BioHashing for human authentication. - Alessandra Lumini; Loris Nanni (Pattern Recognit., 2007)

A hybrid wavelet-based fingerprint matcher. - Loris Nanni; Alessandra Lumini (Pattern Recognit., 2007)

Ensemblator: An ensemble of classifiers for reliable classification of biological data. - Loris Nanni; Alessandra Lumini (Pattern Recognit. Lett., 2007)

A multi-expert approach for wavelet-based face detection. - Loris Nanni; Alessandra Lumini (Pattern Recognit. Lett., 2007)

RegionBoost learning for 2D+3D based face recognition. - Loris Nanni; Alessandra Lumini (Pattern Recognit. Lett., 2007)

A multi-matcher for ear authentication. - Loris Nanni; Alessandra Lumini (Pattern Recognit. Lett., 2007)

Weighted Sub-Gabor for face recognition. - Loris Nanni; Dario Maio (Pattern Recognit. Lett., 2007)

Introduction to Neonatal Facial Pain Detection Using Common and Advanced Face Classification Techniques. - Sheryl Brahnam; Loris Nanni; Randall S. Sexton (Advanced Computational Intelligence Paradigms in Healthcare (1), 2007)

Neonatal Facial Pain Detection Using NNSOA and LSVM. - Sheryl Brahnam; Loris Nanni; Randall S. Sexton (IPCV, 2008)

A reliable method for cell phenotype image classification. - Loris Nanni; Alessandra Lumini (Artif. Intell. Medicine, 2008)

A genetic approach for building different alphabets for peptide and protein classification. - Loris Nanni; Alessandra Lumini (BMC Bioinform., 2008)

Over-complete feature generation and feature selection for biometry. - Alessandra Lumini; Loris Nanni (Expert Syst. Appl., 2008)

Generalized Needleman-Wunsch algorithm for the recognition of T-cell epitopes. - Loris Nanni; Alessandra Lumini (Expert Syst. Appl., 2008)

Cluster-Based Nearest-Neighbour Classifier and Its Application on the Lightning Classification. - Loris Nanni; Alessandra Lumini (J. Comput. Sci. Technol., 2008)

Local binary patterns for a hybrid fingerprint matcher. - Loris Nanni; Alessandra Lumini (Pattern Recognit., 2008)

Advanced methods for two-class pattern recognition problem formulation for minutiae-based fingerprint verification. - Alessandra Lumini; Loris Nanni (Pattern Recognit. Lett., 2008)

Random subspace for an improved BioHashing for face authentication. - Loris Nanni; Alessandra Lumini (Pattern Recognit. Lett., 2008)

Wavelet decomposition tree selection for palm and face authentication. - Loris Nanni; Alessandra Lumini (Pattern Recognit. Lett., 2008)

A novel local on-line signature verification system. - Loris Nanni; Alessandra Lumini (Pattern Recognit. Lett., 2008)

A multi-modal method based on the competitors of FVC2004 and on palm data combined with tokenised random numbers. - Loris Nanni; Alessandra Lumini (Pattern Recognit. Lett., 2008)

Ensemble of Multiple Pedestrian Representations. - Loris Nanni; Alessandra Lumini (IEEE Trans. Intell. Transp. Syst., 2008)

Evolved Feature Weighting for Random Subspace Classifier. - Loris Nanni; Alessandra Lumini (IEEE Trans. Neural Networks, 2008)

Workshop summary: Automated interpretation and modelling of cell images. - Robert F. Murphy; Chun-Nan Hsu; Loris Nanni (ICML, 2009)

High Performance Set of Features for Human Action Classification. - Sheryl Brahnam; Loris Nanni (IPCV, 2009)

A Genetic Algorithm for Creating a Set of Color Spaces for Ear Authentication. - Loris Nanni; Sheryl Brahnam (IPCV, 2009)

Fusion of classifiers for illumination robust face recognition. - Annalisa Franco; Loris Nanni (Expert Syst. Appl., 2009)

Ensemble of on-line signature matchers based on OverComplete feature generation. - Alessandra Lumini; Loris Nanni (Expert Syst. Appl., 2009)

Genetic nearest feature plane. - Loris Nanni; Alessandra Lumini (Expert Syst. Appl., 2009)

An ensemble of support vector machines for predicting virulent proteins. - Loris Nanni; Alessandra Lumini (Expert Syst. Appl., 2009)

A genetic encoding approach for learning methods for combining classifiers. - Loris Nanni; Alessandra Lumini (Expert Syst. Appl., 2009)

A supervised method to discriminate between impostors and genuine in biometry. - Loris Nanni; Alessandra Lumini (Expert Syst. Appl., 2009)

Input Decimated Ensemble based on Neighborhood Preserving Embedding for spectrogram classification. - Loris Nanni; Alessandra Lumini (Expert Syst. Appl., 2009)

Descriptors for image-based fingerprint matchers. - Loris Nanni; Alessandra Lumini (Expert Syst. Appl., 2009)

An experimental comparison of ensemble of classifiers for bankruptcy prediction and credit scoring. - Loris Nanni; Alessandra Lumini (Expert Syst. Appl., 2009)

Ensemble of multiple Palmprint representation. - Loris Nanni; Alessandra Lumini (Expert Syst. Appl., 2009)

Ensemble generation and feature selection for the identification of students with learning disabilities. - Loris Nanni; Alessandra Lumini (Expert Syst. Appl., 2009)

On selecting Gabor features for biometric authentication. - Loris Nanni; Alessandra Lumini (Int. J. Comput. Appl. Technol., 2009)

Particle swarm optimization for prototype reduction. - Loris Nanni; Alessandra Lumini (Neurocomputing, 2009)

A multi-matcher system based on knuckle-based features. - Loris Nanni; Alessandra Lumini (Neural Comput. Appl., 2009)

Particle swarm optimization for ensembling generation for evidential k-nearest-neighbour classifier. - Loris Nanni; Alessandra Lumini (Neural Comput. Appl., 2009)

Machine learning multi-classifiers for peptide classification. - Loris Nanni; Alessandra Lumini (Neural Comput. Appl., 2009)

Fusion of color spaces for ear authentication. - Loris Nanni; Alessandra Lumini (Pattern Recognit., 2009)

Local Phase Quantization Texture Descriptor for Protein Classification. - Sheryl Brahnam; Loris Nanni; Jian-Yu Shi; Alessandra Lumini (BIOCOMP, 2010)

Selecting the Best Performing Rotation Invariant Patterns in Local Binary/Ternary Patterns. - Loris Nanni; Sheryl Brahnam; Alessandra Lumini (IPCV, 2010)

Coding of amino acids by texture descriptors. - Loris Nanni; Alessandra Lumini (Artif. Intell. Medicine, 2010)

Local binary patterns variants as texture descriptors for medical image analysis. - Loris Nanni; Alessandra Lumini; Sheryl Brahnam (Artif. Intell. Medicine, 2010)

Predicting trait impressions of faces using local face recognition techniques. - Sheryl Brahnam; Loris Nanni (Expert Syst. Appl., 2010)

A local approach based on a Local Binary Patterns variant texture descriptor for classifying pain states. - Loris Nanni; Sheryl Brahnam; Alessandra Lumini (Expert Syst. Appl., 2010)

Orthogonal linear discriminant analysis and feature selection for micro-array data classification. - Loris Nanni; Alessandra Lumini (Expert Syst. Appl., 2010)

Fusion of systems for automated cell phenotype image classification. - Loris Nanni; Alessandra Lumini; Yu-Shi Lin; Chun-Nan Hsu; Chung-Chih Lin (Expert Syst. Appl., 2010)

Combining local, regional and global matchers for a template protected on-line signature verification system. - Loris Nanni; Emanuele Maiorana; Alessandra Lumini; Patrizio Campisi (Expert Syst. Appl., 2010)

Advanced machine learning techniques for microarray spot quality classification. - Loris Nanni; Alessandra Lumini; Sheryl Brahnam (Neural Comput. Appl., 2010)

Data pre-processing through reward-punishment editing. - Annalisa Franco; Davide Maltoni; Loris Nanni (Pattern Anal. Appl., 2010)

Local Ternary Patterns from Three Orthogonal Planes for human action classification. - Loris Nanni; Sheryl Brahnam; Alessandra Lumini (Expert Syst. Appl., 2011)

Combining different local binary pattern variants to boost performance. - Loris Nanni; Sheryl Brahnam; Alessandra Lumini (Expert Syst. Appl., 2011)

Texture descriptors for generic pattern classification problems. - Loris Nanni; Sheryl Brahnam; Alessandra Lumini (Expert Syst. Appl., 2011)

Reduced Reward-punishment editing for building ensembles of classifiers. - Loris Nanni; Annalisa Franco (Expert Syst. Appl., 2011)

Wavelet selection for disease classification by DNA microarray data. - Loris Nanni; Alessandra Lumini (Expert Syst. Appl., 2011)

A new encoding technique for peptide classification. - Loris Nanni; Alessandra Lumini (Expert Syst. Appl., 2011)

Prototype reduction techniques: A comparison among different approaches. - Loris Nanni; Alessandra Lumini (Expert Syst. Appl., 2011)

Likelihood ratio based features for a trained biometric score fusion. - Loris Nanni; Alessandra Lumini; Sheryl Brahnam (Expert Syst. Appl., 2011)

A classifier ensemble approach for the missing feature problem. - Loris Nanni; Alessandra Lumini; Sheryl Brahnam (Artif. Intell. Medicine, 2012)

Combining multiple approaches for gene microarray classification. - Loris Nanni; Sheryl Brahnam; Alessandra Lumini (Bioinform., 2012)

A very high performing system to discriminate tissues in mammograms as benign and malignant. - Loris Nanni; Sheryl Brahnam; Alessandra Lumini (Expert Syst. Appl., 2012)

Matrix representation in pattern classification. - Loris Nanni; Sheryl Brahnam; Alessandra Lumini (Expert Syst. Appl., 2012)

Random interest regions for object recognition based on texture descriptors and bag of features. - Loris Nanni; Sheryl Brahnam; Alessandra Lumini (Expert Syst. Appl., 2012)

Survey on LBP based texture descriptors for image classification. - Loris Nanni; Alessandra Lumini; Sheryl Brahnam (Expert Syst. Appl., 2012)

Combining Face and Eye Detectors in a High- Performance Face-Detection System. - Loris Nanni; Alessandra Lumini (IEEE Multim., 2012)

A user dependent multi-resolution approach for biometric data. - Loris Nanni; Sheryl Brahnam; Alessandra Lumini (Int. J. Inf. Technol. Manag., 2012)

A simple method for improving local binary patterns by considering non-uniform patterns. - Loris Nanni; Sheryl Brahnam; Alessandra Lumini (Pattern Recognit., 2012)

Local phase quantization descriptor for improving shape retrieval/classification. - Loris Nanni; Sheryl Brahnam; Alessandra Lumini (Pattern Recognit. Lett., 2012)

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 Trans. Comput. Biol. Bioinform., 2012)

Heterogeneous bag-of-features for object/scene recognition. - Loris Nanni; Alessandra Lumini (Appl. Soft Comput., 2013)

A comparison of methods for extracting information from the co-occurrence matrix for subcellular classification. - Loris Nanni; Sheryl Brahnam; Stefano Ghidoni; Emanuele Menegatti; Tonya Barrier (Expert Syst. Appl., 2013)

Introduction to Local Binary Patterns: New Variants and Applications. - Sheryl Brahnam; Lakhmi C. Jain; Alessandra Lumini; Loris Nanni (Local Binary Patterns, 2013)

Ensemble of Local Phase Quantization Variants with Ternary Encoding. - Loris Nanni; Sheryl Brahnam; Alessandra Lumini; Tonya Barrier (Local Binary Patterns, 2013)

Heterogeneous Ensemble of Classifiers for Sub-Cellular Image Classification Based on Local Ternary Patterns. - Loris Nanni; Michelangelo Paci; Stefano Severi (Local Binary Patterns, 2013)

A Knowledge-Based Approach to Crack Detection in Thermographic Images. - Stefano Ghidoni; Mauro Antonello; Loris Nanni; Emanuele Menegatti (IAS, 2014)

Morphological and Texture Features for HEp-2 Cells Classification. - Loris Nanni; Michelangelo Paci; Florentino Luciano Caetano dos Santos; Jari A. K. Hyttinen (I3A@ICPR, 2014)

Texture Descriptors Based on Dijkstra's Algorithm for Medical Image Analysis. - Stefano Ghidoni; Loris Nanni; Sheryl Brahnam; Emanuele Menegatti (InMed, 2014)

Analysis of Virus Textures in Transmission Electron Microscopy Images. - Loris Nanni; Michelangelo Paci; Florentino Luciano Caetano dos Santos; Sheryl Brahnam; Jari A. K. Hyttinen (InMed, 2014)

Indirect immunofluorescence image classification using texture descriptors. - Loris Nanni; Michelangelo Paci; Sheryl Brahnam (Expert Syst. Appl., 2014)

Ensemble of shape descriptors for shape retrieval and classification. - Loris Nanni; Alessandra Lumini; Sheryl Brahnam (Int. J. Adv. Intell. Paradigms, 2014)

Design of a Bullying Detection/Alert System for School-Wide Intervention. - Sheryl Brahnam; Jenifer J. Roberts; Loris Nanni; Cathy L. Starr; Sandra L. Bailey (HCI (2), 2015)

Toward a General-Purpose Heterogeneous Ensemble for Pattern Classification. - Loris Nanni; Sheryl Brahnam; Stefano Ghidoni; Alessandra Lumini (Comput. Intell. Neurosci., 2015)

Improving the descriptors extracted from the co-occurrence matrix using preprocessing approaches. - Loris Nanni; Sheryl Brahnam; Stefano Ghidoni; Emanuele Menegatti (Expert Syst. Appl., 2015)

Coupling different methods for overcoming the class imbalance problem. - Loris Nanni; Carlo Fantozzi; Nicola Lazzarini (Neurocomputing, 2015)

Combining biometric matchers by means of machine learning and statistical approaches. - Loris Nanni; Alessandra Lumini; Matteo Ferrara; Raffaele Cappelli (Neurocomputing, 2015)

Heterogeneous machine learning system for improving the diagnosis of primary aldosteronism. - Nicola Lazzarini; Loris Nanni; Carlo Fantozzi; Andrea Pietracaprina; Geppino Pucci; Teresa Maria Seccia; Gian Paolo Rossi 002 (Pattern Recognit. Lett., 2015)

Combining Visual and Acoustic Features for Bird Species Classification. - Loris Nanni; Yandre M. G. Costa; Diego Rafael Lucio; Carlos Nascimento Silla Jr.; Sheryl Brahnam (ICTAI, 2016)

Music genre recognition using spectrograms with harmonic-percussive sound separation. - Rafael de Lima Aguiar; Yandre Maldonado e Gomes da Costa; Loris Nanni (SCCC, 2016)

Multilayer descriptors for medical image classification. - Alessandra Lumini; Loris Nanni; Sheryl Brahnam (Comput. Biol. Medicine, 2016)

Combining visual and acoustic features for music genre classification. - Loris Nanni; Yandre M. G. Costa; Alessandra Lumini; Moo Young Kim 001; SeungRyul Baek (Expert Syst. Appl., 2016)

Combination of projectors, standard texture descriptors and bag of features for classifying images. - Loris Nanni; Massimo Melucci (Neurocomputing, 2016)

Weighted Reward-Punishment Editing. - Loris Nanni; Alessandra Lumini; Sheryl Brahnam (Pattern Recognit. Lett., 2016)

Ensembles of dense and dense sampling descriptors for the HEp-2 cells classification problem. - Loris Nanni; Alessandra Lumini; Florentino Luciano Caetano dos Santos; Michelangelo Paci; Jari A. K. Hyttinen (Pattern Recognit. Lett., 2016)

Combining multiple approaches for the early diagnosis of Alzheimer's Disease. - Loris Nanni; Christian Salvatore; Antonio Cerasa; Isabella Castiglioni (Pattern Recognit. Lett., 2016)

Ensemble of texture descriptors for face recognition obtained by varying feature transforms and preprocessing approaches. - Loris Nanni; Alessandra Lumini; Sheryl Brahnam (Appl. Soft Comput., 2017)

Multi-label classifier based on histogram of gradients for predicting the anatomical therapeutic chemical class/classes of a given compound. - Loris Nanni; Sheryl Brahnam (Bioinform., 2017)

An ensemble of visual features for Gaussians of local descriptors and non-binary coding for texture descriptors. - Loris Nanni; Michelangelo Paci; Sheryl Brahnam; Stefano Ghidoni (Expert Syst. Appl., 2017)

Overview of the combination of biometric matchers. - Alessandra Lumini; Loris Nanni (Inf. Fusion, 2017)

Handcrafted vs. non-handcrafted features for computer vision classification. - Loris Nanni; Stefano Ghidoni; Sheryl Brahnam (Pattern Recognit., 2017)

Combining visual and acoustic features for audio classification tasks. - Loris Nanni; Yandre M. G. Costa; Diego Rafael Lucio; Carlos Nascimento Silla Jr.; Sheryl Brahnam (Pattern Recognit. Lett., 2017)

How could a subcellular image, or a painting by Van Gogh, be similar to a great white shark or to a pizza? - Loris Nanni; Stefano Ghidoni (Pattern Recognit. Lett., 2017)

Ensemble of Deep Learned Features for Melanoma Classification. - Loris Nanni; Alessandra Lumini; Stefano Ghidoni (CoRR, 2018)

Bird and whale species identification using sound images. - Loris Nanni; Rafael de Lima Aguiar; Yandre M. G. Costa; Sheryl Brahnam; Carlos Nascimento Silla Jr.; Ricky L. Brattin; Zhao Zhao (IET Comput. Vis., 2018)

Identification of Infants' Cry Motivation Using Spectrograms. - Gustavo Zanoni Felipe; Rafael de Lima Aguiar; Yandre M. G. Costa; Carlos N. Silla; Sheryl Brahnam; Loris Nanni; Shannon McMurtrey (IWSSIP, 2019)

Texture descriptors and voxels for the early diagnosis of Alzheimer's disease. - Loris Nanni; Sheryl Brahnam; Christian Salvatore; Isabella Castiglioni; Alzheimer's Disease Neuroimaging Initiative (Artif. Intell. Medicine, 2019)

Set of approaches based on 3D structure and position specific-scoring matrix for predicting DNA-binding proteins. - Loris Nanni; Sheryl Brahnam (Bioinform., 2019)

General Purpose (GenP) Bioimage Ensemble of Handcrafted and Learned Features with Data Augmentation. - Loris Nanni; Sheryl Brahnam; Stefano Ghidoni; Gianluca Maguolo (CoRR, 2019)

Learning morphological operators for skin detection. - Alessandra Lumini; Loris Nanni; Alice Codogno; Filippo Berno (CoRR, 2019)

Deep learning for Plankton and Coral Classification. - Alessandra Lumini; Loris Nanni; Gianluca Maguolo (CoRR, 2019)

Research on insect pest image detection and recognition based on bio-inspired methods. - Loris Nanni; Gianluca Maguolo; Fabio Pancino (CoRR, 2019)

Audiogmenter: a MATLAB Toolbox for Audio Data Augmentation. - Gianluca Maguolo; Michelangelo Paci; Loris Nanni; Ludovico Bonan (CoRR, 2019)

Deep learning and transfer learning features for plankton classification. - Alessandra Lumini; Loris Nanni (Ecol. Informatics, 2019)

Texture descriptors for representing feature vectors. - Loris Nanni; Sheryl Brahnam; Alessandra Lumini (Expert Syst. Appl., 2019)

Face Detection Ensemble with Methods Using Depth Information to Filter False Positives. - Loris Nanni; Sheryl Brahnam; Alessandra Lumini (Sensors, 2019)

Bioimage Classification with Handcrafted and Learned Features. - Loris Nanni; Sheryl Brahnam; Stefano Ghidoni; Alessandra Lumini (IEEE ACM Trans. Comput. Biol. Bioinform., 2019)

Ocean Ecosystems Plankton Classification. - Alessandra Lumini; Loris Nanni (Recent Advances in Computer Vision, 2019)

The computerization of archaeology: survey on AI techniques. - Lorenzo Mantovan; Loris Nanni (CoRR, 2020)

Phasic dopamine release identification using ensemble of AlexNet. - Luca Patarnello; Marco Celin; Loris Nanni (CoRR, 2020)

An Ensemble of Convolutional Neural Networks for Audio Classification. - Loris Nanni; Gianluca Maguolo; Sheryl Brahnam; Michelangelo Paci (CoRR, 2020)

Impact of lung segmentation on the diagnosis and explanation of COVID-19 in chest X-ray images. - Lucas O. Teixeira; Rodolfo Miranda Pereira; Diego Bertolini; Luiz S. Oliveira; Loris Nanni; Yandre M. G. Costa (CoRR, 2020)

Deep learning and hand-crafted features for virus image classification. - Loris Nanni; Eugenio De Luca; Marco Ludovico Facin (CoRR, 2020)

Comparisons among different stochastic selection of activation layers for convolutional neural networks for healthcare. - Loris Nanni; Alessandra Lumini; Stefano Ghidoni; Gianluca Maguolo (CoRR, 2020)

Data augmentation approaches for improving animal audio classification. - Loris Nanni; Gianluca Maguolo; Michelangelo Paci (Ecol. Informatics, 2020)

Insect pest image detection and recognition based on bio-inspired methods. - Loris Nanni; Gianluca Maguolo; Fabio Pancino (Ecol. Informatics, 2020)

Ensemble of convolutional neural networks to improve animal audio classification. - Loris Nanni; Yandre M. G. Costa; Rafael de Lima Aguiar; Rafael B. Mangolin; Sheryl Brahnam; Carlos N. Silla (EURASIP J. Audio Speech Music. Process., 2020)

Fair comparison of skin detection approaches on publicly available datasets. - Alessandra Lumini; Loris Nanni (Expert Syst. Appl., 2020)

iProStruct2D: Identifying protein structural classes by deep learning via 2D representations. - Loris Nanni; Alessandra Lumini; Federica Pasquali; Sheryl Brahnam (Expert Syst. Appl., 2020)

Anatomical Therapeutic Chemical Classification (ATC) With Multi-Label Learners and Deep Features. - Loris Nanni; Sheryl Brahnam; Gianluca Maguolo (Int. J. Nat. Comput. Res., 2020)

Deep Learning and Handcrafted Features for Virus Image Classification. - Loris Nanni; Eugenio De Luca; Marco Ludovico Facin; Gianluca Maguolo (J. Imaging, 2020)

Stochastic Selection of Activation Layers for Convolutional Neural Networks. - Loris Nanni; Alessandra Lumini; Stefano Ghidoni; Gianluca Maguolo (Sensors, 2020)

The Computerization of Archaeology: Survey on Artificial Intelligence Techniques. - Lorenzo Mantovan; Loris Nanni (SN Comput. Sci., 2020)

Neural networks for Anatomical Therapeutic Chemical (ATC). - Loris Nanni; Alessandra Lumini; Sheryl Brahnam (CoRR, 2021)

Exploiting Adam-like Optimization Algorithms to Improve the Performance of Convolutional Neural Networks. - Loris Nanni; Gianluca Maguolo; Alessandra Lumini (CoRR, 2021)

Comparison of different convolutional neural network activation functions and methods for building ensembles. - Loris Nanni; Gianluca Maguolo; Sheryl Brahnam; Michelangelo Paci (CoRR, 2021)

Deep ensembles based on Stochastic Activation Selection for Polyp Segmentation. - Alessandra Lumini; Loris Nanni; Gianluca Maguolo (CoRR, 2021)

Deep Features for training Support Vector Machine. - Loris Nanni; Stefano Ghidoni; Sheryl Brahnam (CoRR, 2021)

Gated recurrent units and temporal convolutional network for multilabel classification. - Loris Nanni; Alessandra Lumini; Alessandro Manfe; Sheryl Brahnam; Giorgio Venturin (CoRR, 2021)

Deep ensembles in bioimage segmentation. - Loris Nanni; Daniela Cuza; Alessandra Lumini; Andrea Loreggia; Sheryl Brahnam (CoRR, 2021)

Ensemble of convolutional neural networks trained with different activation functions. - Gianluca Maguolo; Loris Nanni; Stefano Ghidoni (Expert Syst. Appl., 2021)

A critic evaluation of methods for COVID-19 automatic detection from X-ray images. - Gianluca Maguolo; Loris Nanni (Inf. Fusion, 2021)

Postprocessing for Skin Detection. - Diego Baldissera; Loris Nanni; Sheryl Brahnam; Alessandra Lumini (J. Imaging, 2021)

Deep Features for Training Support Vector Machines. - Loris Nanni; Stefano Ghidoni; Sheryl Brahnam (J. Imaging, 2021)

Comparison of Different Image Data Augmentation Approaches. - Loris Nanni; Michelangelo Paci; Sheryl Brahnam; Alessandra Lumini (J. Imaging, 2021)

Experiments of Image Classification Using Dissimilarity Spaces Built with Siamese Networks. - Loris Nanni; Giovanni Minchio; Sheryl Brahnam; Gianluca Maguolo; Alessandra Lumini (Sensors, 2021)

Closing the Performance Gap between Siamese Networks for Dissimilarity Image Classification and Convolutional Neural Networks. - Loris Nanni; Giovanni Minchio; Sheryl Brahnam; Davide Sarraggiotto; Alessandra Lumini (Sensors, 2021)

Impact of Lung Segmentation on the Diagnosis and Explanation of COVID-19 in Chest X-ray Images. - Lucas O. Teixeira; Rodolfo Miranda Pereira; Diego Bertolini; Luiz S. Oliveira; Loris Nanni; George D. C. Cavalcanti; Yandre M. G. Costa (Sensors, 2021)

Pushing the Limits Against the No Free Lunch Theorem: Towards Building General-Purpose (GenP) Classification Systems. - Alessandra Lumini; Loris Nanni; Sheryl Brahnam (Advances in Selected Artificial Intelligence Areas, 2022)

Deep Semantic Segmentation in Skin Detection. - Daniela Cuza; Andrea Loreggia; Alessandra Lumini; Loris Nanni (ESANN, 2022)

High performing ensemble of convolutional neural networks for insect pest image detection. - Loris Nanni; Alessandro Manfe; Gianluca Maguolo; Alessandra Lumini; Sheryl Brahnam (Ecol. Informatics, 2022)

Fabric defect detection based on completed local quartet patterns and majority decision algorithm. - Zahra Pourkaramdel; Shervan Fekri Ershad; Loris Nanni (Expert Syst. Appl., 2022)

Convolutional Neural Networks for the Identification of African Lions from Individual Vocalizations. - Martino Trapanotto; Loris Nanni; Sheryl Brahnam; Xiang Guo (J. Imaging, 2022)

Feature transforms for image data augmentation. - Loris Nanni; Michelangelo Paci; Sheryl Brahnam; Alessandra Lumini (Neural Comput. Appl., 2022)

Comparison of Different Convolutional Neural Network Activation Functions and Methods for Building Ensembles for Small to Midsize Medical Data Sets. - Loris Nanni; Sheryl Brahnam; Michelangelo Paci; Stefano Ghidoni (Sensors, 2022)

Automatic Classification of Infant's Cry Using Data Balancing and Hierarchical Classification Techniques. - Matheus H. C. Sudul; Rafael de Lima Aguiar; Yandre M. G. Costa; Sheryl Brahnam; Shannon McMurtrey; Loris Nanni; Carlos N. Silla (IWSSIP, 2023)

Varied Image Data Augmentation Methods for Building Ensemble. - Riccardo Bravin; Loris Nanni; Andrea Loreggia; Sheryl Brahnam; Michelangelo Paci (IEEE Access, 2023)

Building Ensemble of Deep Networks: Convolutional Networks and Transformers. - Loris Nanni; Andrea Loreggia; Leonardo Barcellona; Stefano Ghidoni (IEEE Access, 2023)

Deep-Learning-Based Human Chromosome Classification: Data Augmentation and Ensemble. - Mattia D'Angelo; Loris Nanni (Inf., 2023)

Exploring the Potential of Ensembles of Deep Learning Networks for Image Segmentation. - Loris Nanni; Alessandra Lumini; Carlo Fantozzi (Inf., 2023)

A Standardized Approach for Skin Detection: Analysis of the Literature and Case Studies. - Loris Nanni; Andrea Loreggia; Alessandra Lumini; Alberto Dorizza (J. Imaging, 2023)

Ensembles of Convolutional Neural Networks and Transformers for Polyp Segmentation. - Loris Nanni; Carlo Fantozzi; Andrea Loreggia; Alessandra Lumini (Sensors, 2023)

Cancer Identification in Enteric Nervous System Preclinical Images Using Handcrafted and Automatic Learned Features. - Gustavo Zanoni Felipe; Lucas O. Teixeira; Rodolfo Miranda Pereira; Jacqueline Nelisis Zanoni; Sara R. G. Souza; Loris Nanni; George D. C. Cavalcanti; Yandre M. G. Costa (Neural Process. Lett., 2023)

Improving Existing Segmentators Performance with Zero-Shot Segmentators. - Loris Nanni; Daniel Fusaro; Carlo Fantozzi; Alberto Pretto (Entropy, 2023)

Nuclei Segmentation in Hepatocytes Using YOLO and SAM. - Sergio A. Da Silva Junior; Leandro E. F. Berton; Mateus F. T. Carvalho; Carla Cristina O. Bernardo; Juliana Vanessa C. M. Perles; Jacqueline Nelisis Zanoni; Loris Nanni; André L. R. G. Sevilha; Gustavo Zanoni Felipe; Franklin César Flores; Yandre M. G. Costa (IWSSIP, 2024)

An Enhanced Loss Function for Semantic Road Segmentation in Remote Sensing Images. - Loris Nanni; Sheryl Brahnam; Andrea Loreggia (IEEE Access, 2024)

Vector to matrix representation for CNN networks for classifying astronomical data. - Loris Nanni; Sheryl Brahnam (Astron. Comput., 2024)

Convolutional neural networks and vision transformers for Plankton Classification. - Loris Nanni; Alessandra Lumini; Leonardo Barcellona; Stefano Ghidoni (Ecol. Informatics, 2025)

Insect identification by combining different neural networks. - Loris Nanni; Nicola Maritan; Daniel Fusaro; Sheryl Brahnam; Francesco Boscolo Meneguolo; Maria Sgaravatto (Expert Syst. Appl., 2025)