Loris Nanni

According to our database, Loris Nanni authored at least 213 papers between 2003 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Vector to matrix representation for CNN networks for classifying astronomical data.

Loris Nanni, Sheryl Brahnam

Astron. Comput., 2024

An Enhanced Loss Function for Semantic Road Segmentation in Remote Sensing Images.

Loris Nanni, Sheryl Brahnam, Andrea Loreggia

IEEE Access, 2024

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

Proceedings of the 31st International Conference on Systems, Signals and Image Processing, 2024

2023

Improving Existing Segmentators Performance with Zero-Shot Segmentators.

Loris Nanni, Daniel Fusaro, Carlo Fantozzi, Alberto Pretto

Entropy, November, 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., October, 2023

Ensembles of Convolutional Neural Networks and Transformers for Polyp Segmentation.

Loris Nanni, Carlo Fantozzi, Andrea Loreggia, Alessandra Lumini

Sensors, 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

Exploring the Potential of Ensembles of Deep Learning Networks for Image Segmentation.

Loris Nanni, Alessandra Lumini, Carlo Fantozzi

Inf., 2023

Deep-Learning-Based Human Chromosome Classification: Data Augmentation and Ensemble.

Mattia D'Angelo, Loris Nanni

Inf., 2023

Building Ensemble of Deep Networks: Convolutional Networks and Transformers.

Loris Nanni, Andrea Loreggia, Leonardo Barcellona, Stefano Ghidoni

IEEE Access, 2023

Varied Image Data Augmentation Methods for Building Ensemble.

Riccardo Bravin, Loris Nanni, Andrea Loreggia, Sheryl Brahnam, Michelangelo Paci

IEEE Access, 2023

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

Proceedings of the 30th International Conference on Systems, Signals and Image Processing, 2023

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

Feature transforms for image data augmentation.

Loris Nanni, Michelangelo Paci, Sheryl Brahnam, Alessandra Lumini

Neural Comput. 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

Fabric defect detection based on completed local quartet patterns and majority decision algorithm.

Zahra Pourkaramdel, Shervan Fekri Ershad, Loris Nanni

Expert Syst. Appl., 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

Deep Semantic Segmentation in Skin Detection.

Daniela Cuza, Andrea Loreggia, Alessandra Lumini, Loris Nanni

Proceedings of the 30th European Symposium on Artificial Neural Networks, 2022

Pushing the Limits Against the No Free Lunch Theorem: Towards Building General-Purpose (GenP) Classification Systems.

Alessandra Lumini, Loris Nanni, Sheryl Brahnam

Proceedings of the Advances in Selected Artificial Intelligence Areas, 2022

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

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

Experiments of Image Classification Using Dissimilarity Spaces Built with Siamese Networks.

Loris Nanni, Giovanni Minchio, Sheryl Brahnam, Gianluca Maguolo, Alessandra Lumini

Sensors, 2021

Comparison of Different Image Data Augmentation Approaches.

Loris Nanni, Michelangelo Paci, Sheryl Brahnam, Alessandra Lumini

J. Imaging, 2021

Deep Features for Training Support Vector Machines.

Loris Nanni, Stefano Ghidoni, Sheryl Brahnam

J. Imaging, 2021

Postprocessing for Skin Detection.

Diego Baldissera, Loris Nanni, Sheryl Brahnam, Alessandra Lumini

J. Imaging, 2021

A critic evaluation of methods for COVID-19 automatic detection from X-ray images.

Gianluca Maguolo, Loris Nanni

Inf. Fusion, 2021

Ensemble of convolutional neural networks trained with different activation functions.

Gianluca Maguolo, Loris Nanni, Stefano Ghidoni

Expert Syst. Appl., 2021

Deep ensembles in bioimage segmentation.

Loris Nanni, Daniela Cuza, Alessandra Lumini, Andrea Loreggia, 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 Features for training Support Vector Machine.

Loris Nanni, Stefano Ghidoni, Sheryl Brahnam

CoRR, 2021

Deep ensembles based on Stochastic Activation Selection for Polyp Segmentation.

Alessandra Lumini, Loris Nanni, Gianluca Maguolo

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

Exploiting Adam-like Optimization Algorithms to Improve the Performance of Convolutional Neural Networks.

Loris Nanni, Gianluca Maguolo, Alessandra Lumini

CoRR, 2021

Neural networks for Anatomical Therapeutic Chemical (ATC).

Loris Nanni, Alessandra Lumini, Sheryl Brahnam

CoRR, 2021

2020

The Computerization of Archaeology: Survey on Artificial Intelligence Techniques.

Lorenzo Mantovan, Loris Nanni

SN Comput. Sci., 2020

Stochastic Selection of Activation Layers for Convolutional Neural Networks.

Loris Nanni, Alessandra Lumini, Stefano Ghidoni, Gianluca Maguolo

Sensors, 2020

Deep Learning and Handcrafted Features for Virus Image Classification.

Loris Nanni, Eugenio De Luca, Marco Ludovico Facin, Gianluca Maguolo

J. Imaging, 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

iProStruct2D: Identifying protein structural classes by deep learning via 2D representations.

Loris Nanni, Alessandra Lumini, Federica Pasquali, Sheryl Brahnam

Expert Syst. Appl., 2020

Fair comparison of skin detection approaches on publicly available datasets.

Alessandra Lumini, Loris Nanni

Expert Syst. Appl., 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

Insect pest image detection and recognition based on bio-inspired methods.

Loris Nanni, Gianluca Maguolo, Fabio Pancino

Ecol. Informatics, 2020

Data augmentation approaches for improving animal audio classification.

Loris Nanni, Gianluca Maguolo, Michelangelo Paci

Ecol. Informatics, 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

Deep learning and hand-crafted features for virus image classification.

Loris Nanni, Eugenio De Luca, Marco Ludovico Facin

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

An Ensemble of Convolutional Neural Networks for Audio Classification.

Loris Nanni, Gianluca Maguolo, Sheryl Brahnam, Michelangelo Paci

CoRR, 2020

Phasic dopamine release identification using ensemble of AlexNet.

Luca Patarnello, Marco Celin, Loris Nanni

CoRR, 2020

The computerization of archaeology: survey on AI techniques.

Lorenzo Mantovan, Loris Nanni

CoRR, 2020

2019

Ocean Ecosystems Plankton Classification.

Alessandra Lumini, Loris Nanni

Proceedings of the Recent Advances in Computer Vision - Theories and Applications, 2019

Bioimage Classification with Handcrafted and Learned Features.

Loris Nanni, Sheryl Brahnam, Stefano Ghidoni, Alessandra Lumini

IEEE ACM Trans. Comput. Biol. Bioinform., 2019

Face Detection Ensemble with Methods Using Depth Information to Filter False Positives.

Loris Nanni, Sheryl Brahnam, Alessandra Lumini

Sensors, 2019

Texture descriptors for representing feature vectors.

Loris Nanni, Sheryl Brahnam, Alessandra Lumini

Expert Syst. Appl., 2019

Deep learning and transfer learning features for plankton classification.

Alessandra Lumini, Loris Nanni

Ecol. Informatics, 2019

Audiogmenter: a MATLAB Toolbox for Audio Data Augmentation.

Gianluca Maguolo, Michelangelo Paci, Loris Nanni, Ludovico Bonan

CoRR, 2019

Research on insect pest image detection and recognition based on bio-inspired methods.

Loris Nanni, Gianluca Maguolo, Fabio Pancino

CoRR, 2019

Deep learning for Plankton and Coral Classification.

Alessandra Lumini, Loris Nanni, Gianluca Maguolo

CoRR, 2019

Learning morphological operators for skin detection.

Alessandra Lumini, Loris Nanni, Alice Codogno, Filippo Berno

CoRR, 2019

General Purpose (GenP) Bioimage Ensemble of Handcrafted and Learned Features with Data Augmentation.

Loris Nanni, Sheryl Brahnam, Stefano Ghidoni, Gianluca Maguolo

CoRR, 2019

Set of approaches based on 3D structure and position specific-scoring matrix for predicting DNA-binding proteins.

Loris Nanni, Sheryl Brahnam

Bioinform., 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

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

Proceedings of the International Conference on Systems, Signals and Image Processing, 2019

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

Ensemble of Deep Learned Features for Melanoma Classification.

Loris Nanni, Alessandra Lumini, Stefano Ghidoni

CoRR, 2018

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

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

Handcrafted vs. non-handcrafted features for computer vision classification.

Loris Nanni, Stefano Ghidoni, Sheryl Brahnam

Pattern Recognit., 2017

Overview of the combination of biometric matchers.

Alessandra Lumini, Loris Nanni

Inf. Fusion, 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

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

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

2016

Combining multiple approaches for the early diagnosis of Alzheimer's Disease.

Loris Nanni, Christian Salvatore, Antonio Cerasa, Isabella Castiglioni

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

Weighted Reward-Punishment Editing.

Loris Nanni, Alessandra Lumini, Sheryl Brahnam

Pattern Recognit. Lett., 2016

Combination of projectors, standard texture descriptors and bag of features for classifying images.

Loris Nanni, Massimo Melucci

Neurocomputing, 2016

Combining visual and acoustic features for music genre classification.

Loris Nanni, Yandre M. G. Costa, Alessandra Lumini, Moo Young Kim, SeungRyul Baek

Expert Syst. Appl., 2016

Multilayer descriptors for medical image classification.

Alessandra Lumini, Loris Nanni, Sheryl Brahnam

Comput. Biol. Medicine, 2016

Music genre recognition using spectrograms with harmonic-percussive sound separation.

Rafael de Lima Aguiar, Yandre Maldonado e Gomes da Costa, Loris Nanni

Proceedings of the 35th International Conference of the Chilean Computer Science Society, 2016

Combining Visual and Acoustic Features for Bird Species Classification.

Loris Nanni, Yandre M. G. Costa, Diego Rafael Lucio, Carlos Nascimento Silla Jr., Sheryl Brahnam

Proceedings of the 28th IEEE International Conference on Tools with Artificial Intelligence, 2016

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

Pattern Recognit. Lett., 2015

Combining biometric matchers by means of machine learning and statistical approaches.

Loris Nanni, Alessandra Lumini, Matteo Ferrara, Raffaele Cappelli

Neurocomputing, 2015

Coupling different methods for overcoming the class imbalance problem.

Loris Nanni, Carlo Fantozzi, Nicola Lazzarini

Neurocomputing, 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

Toward a General-Purpose Heterogeneous Ensemble for Pattern Classification.

Loris Nanni, Sheryl Brahnam, Stefano Ghidoni, Alessandra Lumini

Comput. Intell. Neurosci., 2015

Design of a Bullying Detection/Alert System for School-Wide Intervention.

Sheryl Brahnam, Jenifer J. Roberts, Loris Nanni, Cathy L. Starr, Sandra L. Bailey

Proceedings of the Human-Computer Interaction: Interaction Technologies, 2015

2014

Ensemble of shape descriptors for shape retrieval and classification.

Loris Nanni, Alessandra Lumini, Sheryl Brahnam

Int. J. Adv. Intell. Paradigms, 2014

Indirect immunofluorescence image classification using texture descriptors.

Loris Nanni, Michelangelo Paci, Sheryl Brahnam

Expert Syst. Appl., 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

Proceedings of the Innovation in Medicine and Healthcare 2014, 2014

Texture Descriptors Based on Dijkstra's Algorithm for Medical Image Analysis.

Stefano Ghidoni, Loris Nanni, Sheryl Brahnam, Emanuele Menegatti

Proceedings of the Innovation in Medicine and Healthcare 2014, 2014

Morphological and Texture Features for HEp-2 Cells Classification.

Loris Nanni, Michelangelo Paci, Florentino Luciano Caetano dos Santos, Jari A. K. Hyttinen

Proceedings of the 1st Workshop on Pattern Recognition Techniques for Indirect Immunofluorescence Images, 2014

A Knowledge-Based Approach to Crack Detection in Thermographic Images.

Stefano Ghidoni, Mauro Antonello, Loris Nanni, Emanuele Menegatti

Proceedings of the Intelligent Autonomous Systems 13, 2014

2013

Heterogeneous Ensemble of Classifiers for Sub-Cellular Image Classification Based on Local Ternary Patterns.

Loris Nanni, Michelangelo Paci, Stefano Severi

Proceedings of the Local Binary Patterns: New Variants and Applications, 2013

Ensemble of Local Phase Quantization Variants with Ternary Encoding.

Loris Nanni, Sheryl Brahnam, Alessandra Lumini, Tonya Barrier

Proceedings of the Local Binary Patterns: New Variants and Applications, 2013

Introduction to Local Binary Patterns: New Variants and Applications.

Sheryl Brahnam, Lakhmi C. Jain, Alessandra Lumini, Loris Nanni

Proceedings of the Local Binary Patterns: New Variants and Applications, 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

Heterogeneous bag-of-features for object/scene recognition.

Loris Nanni, Alessandra Lumini

Appl. Soft Comput., 2013

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

Local phase quantization descriptor for improving shape retrieval/classification.

Loris Nanni, Sheryl Brahnam, Alessandra Lumini

Pattern Recognit. Lett., 2012

A simple method for improving local binary patterns by considering non-uniform patterns.

Loris Nanni, Sheryl Brahnam, Alessandra Lumini

Pattern Recognit., 2012

A user dependent multi-resolution approach for biometric data.

Loris Nanni, Sheryl Brahnam, Alessandra Lumini

Int. J. Inf. Technol. Manag., 2012

Combining Face and Eye Detectors in a High- Performance Face-Detection System.

Loris Nanni, Alessandra Lumini

IEEE Multim., 2012

Survey on LBP based texture descriptors for image classification.

Loris Nanni, Alessandra Lumini, Sheryl Brahnam

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

Matrix representation in pattern classification.

Loris Nanni, Sheryl Brahnam, Alessandra Lumini

Expert Syst. Appl., 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

Combining multiple approaches for gene microarray classification.

Loris Nanni, Sheryl Brahnam, Alessandra Lumini

Bioinform., 2012

A classifier ensemble approach for the missing feature problem.

Loris Nanni, Alessandra Lumini, Sheryl Brahnam

Artif. Intell. Medicine, 2012

2011

Likelihood ratio based features for a trained biometric score fusion.

Loris Nanni, Alessandra Lumini, Sheryl Brahnam

Expert Syst. Appl., 2011

Prototype reduction techniques: A comparison among different approaches.

Loris Nanni, Alessandra Lumini

Expert Syst. Appl., 2011

A new encoding technique for peptide classification.

Loris Nanni, Alessandra Lumini

Expert Syst. Appl., 2011

Wavelet selection for disease classification by DNA microarray data.

Loris Nanni, Alessandra Lumini

Expert Syst. Appl., 2011

Reduced Reward-punishment editing for building ensembles of classifiers.

Loris Nanni, Annalisa Franco

Expert Syst. Appl., 2011

Texture descriptors for generic pattern classification problems.

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

Local Ternary Patterns from Three Orthogonal Planes for human action classification.

Loris Nanni, Sheryl Brahnam, Alessandra Lumini

Expert Syst. Appl., 2011

2010

Data pre-processing through reward-punishment editing.

Annalisa Franco, Davide Maltoni, Loris Nanni

Pattern Anal. Appl., 2010

Advanced machine learning techniques for microarray spot quality classification.

Loris Nanni, Alessandra Lumini, Sheryl Brahnam

Neural Comput. 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

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

Orthogonal linear discriminant analysis and feature selection for micro-array data classification.

Loris Nanni, Alessandra Lumini

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

Predicting trait impressions of faces using local face recognition techniques.

Sheryl Brahnam, Loris Nanni

Expert Syst. Appl., 2010

Local binary patterns variants as texture descriptors for medical image analysis.

Loris Nanni, Alessandra Lumini, Sheryl Brahnam

Artif. Intell. Medicine, 2010

Coding of amino acids by texture descriptors.

Loris Nanni, Alessandra Lumini

Artif. Intell. Medicine, 2010

Selecting the Best Performing Rotation Invariant Patterns in Local Binary/Ternary Patterns.

Loris Nanni, Sheryl Brahnam, Alessandra Lumini

Proceedings of the 2010 International Conference on Image Processing, 2010

Local Phase Quantization Texture Descriptor for Protein Classification.

Sheryl Brahnam, Loris Nanni, Jian-Yu Shi, Alessandra Lumini

Proceedings of the International Conference on Bioinformatics & Computational Biology, 2010

2009

Fusion of color spaces for ear authentication.

Loris Nanni, Alessandra Lumini

Pattern Recognit., 2009

Machine learning multi-classifiers for peptide classification.

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

A multi-matcher system based on knuckle-based features.

Loris Nanni, Alessandra Lumini

Neural Comput. Appl., 2009

Particle swarm optimization for prototype reduction.

Loris Nanni, Alessandra Lumini

Neurocomputing, 2009

On selecting Gabor features for biometric authentication.

Loris Nanni, Alessandra Lumini

Int. J. Comput. Appl. Technol., 2009

Ensemble generation and feature selection for the identification of students with learning disabilities.

Loris Nanni, Alessandra Lumini

Expert Syst. Appl., 2009

Ensemble of multiple Palmprint representation.

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

Descriptors for image-based fingerprint matchers.

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

A supervised method to discriminate between impostors and genuine in biometry.

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

An ensemble of support vector machines for predicting virulent proteins.

Loris Nanni, Alessandra Lumini

Expert Syst. Appl., 2009

Genetic nearest feature plane.

Loris Nanni, Alessandra Lumini

Expert Syst. Appl., 2009

Ensemble of on-line signature matchers based on OverComplete feature generation.

Alessandra Lumini, Loris Nanni

Expert Syst. Appl., 2009

Fusion of classifiers for illumination robust face recognition.

Annalisa Franco, Loris Nanni

Expert Syst. Appl., 2009

A Genetic Algorithm for Creating a Set of Color Spaces for Ear Authentication.

Loris Nanni, Sheryl Brahnam

Proceedings of the 2009 International Conference on Image Processing, 2009

High Performance Set of Features for Human Action Classification.

Sheryl Brahnam, Loris Nanni

Proceedings of the 2009 International Conference on Image Processing, 2009

Workshop summary: Automated interpretation and modelling of cell images.

Robert F. Murphy, Chun-Nan Hsu, Loris Nanni

Proceedings of the 26th Annual International Conference on Machine Learning, 2009

2008

Evolved Feature Weighting for Random Subspace Classifier.

Loris Nanni, Alessandra Lumini

IEEE Trans. Neural Networks, 2008

Ensemble of Multiple Pedestrian Representations.

Loris Nanni, Alessandra Lumini

IEEE Trans. Intell. Transp. Syst., 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

A novel local on-line signature verification system.

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

Random subspace for an improved BioHashing for face authentication.

Loris Nanni, Alessandra Lumini

Pattern Recognit. Lett., 2008

Advanced methods for two-class pattern recognition problem formulation for minutiae-based fingerprint verification.

Alessandra Lumini, Loris Nanni

Pattern Recognit. Lett., 2008

Local binary patterns for a hybrid fingerprint matcher.

Loris Nanni, Alessandra Lumini

Pattern Recognit., 2008

Cluster-Based Nearest-Neighbour Classifier and Its Application on the Lightning Classification.

Loris Nanni, Alessandra Lumini

J. Comput. Sci. Technol., 2008

Generalized Needleman-Wunsch algorithm for the recognition of T-cell epitopes.

Loris Nanni, Alessandra Lumini

Expert Syst. Appl., 2008

Over-complete feature generation and feature selection for biometry.

Alessandra Lumini, Loris Nanni

Expert Syst. Appl., 2008

A genetic approach for building different alphabets for peptide and protein classification.

Loris Nanni, Alessandra Lumini

BMC Bioinform., 2008

A reliable method for cell phenotype image classification.

Loris Nanni, Alessandra Lumini

Artif. Intell. Medicine, 2008

Neonatal Facial Pain Detection Using NNSOA and LSVM.

Sheryl Brahnam, Loris Nanni, Randall S. Sexton

Proceedings of the 2008 International Conference on Image Processing, 2008

2007

Introduction to Neonatal Facial Pain Detection Using Common and Advanced Face Classification Techniques.

Sheryl Brahnam, Loris Nanni, Randall S. Sexton

Proceedings of the Advanced Computational Intelligence Paradigms in Healthcare - 1, 2007

Weighted Sub-Gabor for face recognition.

Loris Nanni, Dario Maio

Pattern Recognit. Lett., 2007

A multi-matcher for ear authentication.

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-expert approach for wavelet-based face detection.

Loris Nanni, Alessandra Lumini

Pattern Recognit. Lett., 2007

Ensemblator: An ensemble of classifiers for reliable classification of biological data.

Loris Nanni, Alessandra Lumini

Pattern Recognit. Lett., 2007

A hybrid wavelet-based fingerprint matcher.

Loris Nanni, Alessandra Lumini

Pattern Recognit., 2007

An improved BioHashing for human authentication.

Alessandra Lumini, Loris Nanni

Pattern Recognit., 2007

When Fingerprints Are Combined with Iris - A Case Study: FVC2004 and CASIA.

Alessandra Lumini, Loris Nanni

Int. J. Netw. Secur., 2007

2006

Sistemi multiclassificatori con applicazione al riconoscimento del volto.

Loris Nanni

PhD thesis, 2006

Cluster-based pattern discrimination: A novel technique for feature selection.

Loris Nanni

Pattern Recognit. Lett., 2006

Multi-resolution subspace for financial trading.

Loris Nanni

Pattern Recognit. Lett., 2006

Machine learning for HIV-1 protease cleavage site prediction.

Alessandra Lumini, Loris Nanni

Pattern Recognit. Lett., 2006

Identifying splice-junction sequences by hierarchical multiclassifier.

Alessandra Lumini, Loris Nanni

Pattern Recognit. Lett., 2006

Detector of image orientation based on Borda Count.

Alessandra Lumini, Loris Nanni

Pattern Recognit. Lett., 2006

An enhanced subspace method for face recognition.

Annalisa Franco, Alessandra Lumini, Dario Maio, Loris Nanni

Pattern Recognit. Lett., 2006

FuzzyBagging: A novel ensemble of classifiers.

Loris Nanni, Alessandra Lumini

Pattern Recognit., 2006

Comparison among feature extraction methods for HIV-1 protease cleavage site prediction.

Loris Nanni

Pattern Recognit., 2006

Two-class fingerprint matcher.

Alessandra Lumini, Loris Nanni

Pattern Recognit., 2006

A clustering method for automatic biometric template selection.

Alessandra Lumini, Loris Nanni

Pattern Recognit., 2006

Empirical tests on BioHashing.

Loris Nanni, Alessandra Lumini

Neurocomputing, 2006

A deformation-invariant image-based fingerprint verification system.

Loris Nanni, Alessandra Lumini

Neurocomputing, 2006

Random Bands: A novel ensemble for fingerprint matching.

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

An approach for improving face recognition in presence of inaccurate detection.

Loris Nanni, Alessandra Lumini

Neurocomputing, 2006

An experimental comparison of ensemble of classifiers for biometric data.

Loris Nanni, Alessandra Lumini

Neurocomputing, 2006

Human authentication featuring signatures and tokenised random numbers.

Loris Nanni, Alessandra Lumini

Neurocomputing, 2006

Advanced methods for two-class problem formulation for on-line signature verification.

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

A reliable method for HIV-1 protease cleavage site prediction.

Loris Nanni, Alessandra Lumini

Neurocomputing, 2006

A novel ensemble of classifiers for protein fold recognition.

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 reliable method for designing an automatic karyotyping system.

Loris Nanni

Neurocomputing, 2006

Experimental comparison of one-class classifiers for online signature verification.

Loris Nanni

Neurocomputing, 2006

Machine learning algorithms for T-cell epitopes prediction.

Loris Nanni

Neurocomputing, 2006

A reliable method for the diagnosis of gastric carcinoma.

Loris Nanni

Neurocomputing, 2006

Ensemble of classifiers for protein fold recognition.

Loris Nanni

Neurocomputing, 2006

An ensemble of classifiers for the diagnosis of erythemato-squamous diseases.

Loris Nanni

Neurocomputing, 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 K-local hyperplanes for predicting protein-protein interactions.

Loris Nanni, Alessandra Lumini

Bioinform., 2006

2005

Ensemble of Parzen window classifiers for on-line signature verification.

Loris Nanni, Alessandra Lumini

Neurocomputing, 2005

Hyperplanes for predicting protein-protein interactions.

Loris Nanni

Neurocomputing, 2005

Fusion of classifiers for protein fold recognition.

Loris Nanni

Neurocomputing, 2005

Fusion of classifiers for predicting protein-protein interactions.

Loris Nanni

Neurocomputing, 2005

Multihashing, human authentication featuring biometrics data and tokenized random number: A case study FVC2004.

Dario Maio, Loris Nanni

Neurocomputing, 2005

An efficient fingerprint verification system using integrated gabor filters and Parzen Window Classifier.

Dario Maio, Loris Nanni

Neurocomputing, 2005

Combining Multiple Matchers for Fingerprint Verification: A Case Study in FVC2004.

Julian Fiérrez-Aguilar, Loris Nanni, Javier Ortega-Garcia, Raffaele Cappelli, Davide Maltoni

Proceedings of the Image Analysis and Processing, 2005

Support Vector Machines for HIV-1 Protease Cleavage Site Prediction.

Loris Nanni, Alessandra Lumini

Proceedings of the Pattern Recognition and Image Analysis, Second Iberian Conference, 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

Proceedings of the Audio- and Video-Based Biometric Person Authentication, 2005

Subspace Classifier for Protein Subcellular Localization Prediction.

Alessandra Lumini, Loris Nanni

Proceedings of the IASTED International Conference on Artificial Intelligence and Applications, 2005

2004

Reward-Punishment Editing.

Annalisa Franco, Davide Maltoni, Loris Nanni

Proceedings of the 17th International Conference on Pattern Recognition, 2004

Towards a Robust Face Detector.

Loris Nanni, Annalisa Franco, Raffaele Cappelli

Proceedings of the Biometric Authentication, 2004

2003

A two-stage fingerprint classification system.

Raffaele Cappelli, Dario Maio, Davide Maltoni, Loris Nanni

Proceedings of the 2003 ACM SIGMM Workshop on Biometrics Methods and Applications, 2003