Loris Nanni - RankMe

233 papers A* 1B 2C 1Misc 2Journal 195Unranked 24

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Mapping the unmapped: deep learning ensembles and novel loss functions for scalable road segmentation from aerial imagery. Pattern Anal. Appl. Lorenzo Giannini, Loris Nanni, Andrea Loreggia
2025	J	`jnl`	Advancing Taxonomy with Machine Learning: A Hybrid Ensemble for Species and Genus Classification. Algorithms Loris Nanni, Matteo De Gobbi, Roger De Almeida Matos Junior, Daniel Fusaro
2025	—	`conf`	Cancer Identification in Bowel Tissue Images Using CNNs and Transformers. IWSSIP Sergio A. Da Silva Junior, Maysa P. A. Da Silva, Gustavo Zanoni Felipe, Loris Nanni, Jacqueline Nelisis Zanoni, Juliana V. C. Martins-Perles, Yandre M. G. Costa
2025	—	`conf`	Contrastive Dissimilarity for Writer Identification: a proof of concept. IWSSIP Fabio Pignelli, Lucas O. Teixeira, Diego Bertolini, Loris Nanni, George D. C. Cavalcanti, Yandre M. G. Costa
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`	Deep Ensembles and Multisensor Data for Global LCZ Mapping: Insights from So2Sat LCZ42. Algorithms Loris Nanni, Sheryl Brahnam
2025	J	`jnl`	Insect identification by combining different neural networks. Expert Syst. Appl. Loris Nanni, Nicola Maritan, Daniel Fusaro, Sheryl Brahnam, Francesco Boscolo Meneguolo, Maria Sgaravatto
2025	J	`jnl`	SAM-Based Input Augmentations and Ensemble Strategies for Image Segmentation. Inf. Lorenzo Carisi, Francesco Chiereghin, Carlo Fantozzi, Loris Nanni
2024	J	`jnl`	An Enhanced Loss Function for Semantic Road Segmentation in Remote Sensing Images. IEEE Access Loris Nanni, Sheryl Brahnam, Andrea Loreggia
2024	—	`conf`	Nuclei Segmentation in Hepatocytes Using YOLO and SAM. IWSSIP 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
2024	J	`jnl`	Vector to matrix representation for CNN networks for classifying astronomical data. Astron. Comput. Loris Nanni, Sheryl Brahnam
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	—	`conf`	Automatic Classification of Infant's Cry Using Data Balancing and Hierarchical Classification Techniques. IWSSIP Matheus H. C. Sudul, Rafael de Lima Aguiar, Yandre M. G. Costa, Sheryl Brahnam, Shannon McMurtrey, Loris Nanni, Carlos N. Silla
2023	J	`jnl`	Building Ensemble of Deep Networks: Convolutional Networks and Transformers. IEEE Access Loris Nanni, Andrea Loreggia, Leonardo Barcellona, Stefano Ghidoni
2023	J	`jnl`	Cancer Identification in Enteric Nervous System Preclinical Images Using Handcrafted and Automatic Learned Features. Neural Process. Lett. 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
2023	J	`jnl`	Deep-Learning-Based Human Chromosome Classification: Data Augmentation and Ensemble. Inf. Mattia D'Angelo, Loris Nanni
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	J	`jnl`	Improving Existing Segmentators Performance with Zero-Shot Segmentators. Entropy Loris Nanni, Daniel Fusaro, Carlo Fantozzi, Alberto Pretto
2023	J	`jnl`	Varied Image Data Augmentation Methods for Building Ensemble. IEEE Access Riccardo Bravin, Loris Nanni, Andrea Loreggia, Sheryl Brahnam, Michelangelo Paci
2022	J	`jnl`	Comparison of Different Convolutional Neural Network Activation Functions and Methods for Building Ensembles for Small to Midsize Medical Data Sets. Sensors Loris Nanni, Sheryl Brahnam, Michelangelo Paci, Stefano Ghidoni
2022	J	`jnl`	Convolutional Neural Networks for the Identification of African Lions from Individual Vocalizations. J. Imaging Martino Trapanotto, Loris Nanni, Sheryl Brahnam, Xiang Guo
2022	B	`conf`	Deep Semantic Segmentation in Skin Detection. ESANN Daniela Cuza, Andrea Loreggia, Alessandra Lumini, Loris Nanni
2022	J	`jnl`	Fabric defect detection based on completed local quartet patterns and majority decision algorithm. Expert Syst. Appl. Zahra Pourkaramdel, Shervan Fekri Ershad, 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`	A critic evaluation of methods for COVID-19 automatic detection from X-ray images. Inf. Fusion Gianluca Maguolo, Loris Nanni
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`	Comparison of different convolutional neural network activation functions and methods for building ensembles. CoRR Loris Nanni, Gianluca Maguolo, Sheryl Brahnam, Michelangelo Paci
2021	J	`jnl`	Deep Features for Training Support Vector Machines. J. Imaging Loris Nanni, Stefano Ghidoni, Sheryl Brahnam
2021	J	`jnl`	Deep Features for training Support Vector Machine. CoRR Loris Nanni, Stefano Ghidoni, Sheryl Brahnam
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`	Ensemble of convolutional neural networks trained with different activation functions. Expert Syst. Appl. Gianluca Maguolo, Loris Nanni, Stefano Ghidoni
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`	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`	Impact of Lung Segmentation on the Diagnosis and Explanation of COVID-19 in Chest X-ray Images. Sensors Lucas O. Teixeira, Rodolfo Miranda Pereira, Diego Bertolini, Luiz S. Oliveira, Loris Nanni, George D. C. Cavalcanti, Yandre M. G. Costa
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
2020	J	`jnl`	A Critic Evaluation of Methods for COVID-19 Automatic Detection from X-Ray Images. CoRR Gianluca Maguolo, Loris Nanni
2020	J	`jnl`	An Ensemble of Convolutional Neural Networks for Audio Classification. CoRR Loris Nanni, Gianluca Maguolo, Sheryl Brahnam, Michelangelo Paci
2020	J	`jnl`	Anatomical Therapeutic Chemical Classification (ATC) With Multi-Label Learners and Deep Features. Int. J. Nat. Comput. Res. Loris Nanni, Sheryl Brahnam, Gianluca Maguolo
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`	Data augmentation approaches for improving animal audio classification. Ecol. Informatics Loris Nanni, Gianluca Maguolo, Michelangelo Paci
2020	J	`jnl`	Deep Learning and Handcrafted Features for Virus Image Classification. J. Imaging Loris Nanni, Eugenio De Luca, Marco Ludovico Facin, Gianluca Maguolo
2020	J	`jnl`	Deep learning and hand-crafted features for virus image classification. CoRR Loris Nanni, Eugenio De Luca, Marco Ludovico Facin
2020	J	`jnl`	Ensemble of convolutional neural networks to improve animal audio classification. EURASIP J. Audio Speech Music. Process. Loris Nanni, Yandre M. G. Costa, Rafael de Lima Aguiar, Rafael B. Mangolin, Sheryl Brahnam, Carlos N. Silla
2020	J	`jnl`	Fair comparison of skin detection approaches on publicly available datasets. Expert Syst. Appl. Alessandra Lumini, Loris Nanni
2020	J	`jnl`	Impact of lung segmentation on the diagnosis and explanation of COVID-19 in chest X-ray images. CoRR Lucas O. Teixeira, Rodolfo Miranda Pereira, Diego Bertolini, Luiz S. Oliveira, Loris Nanni, Yandre M. G. Costa
2020	J	`jnl`	Insect pest image detection and recognition based on bio-inspired methods. Ecol. Informatics Loris Nanni, Gianluca Maguolo, Fabio Pancino
2020	J	`jnl`	Phasic dopamine release identification using ensemble of AlexNet. CoRR Luca Patarnello, Marco Celin, 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`	The Computerization of Archaeology: Survey on Artificial Intelligence Techniques. SN Comput. Sci. Lorenzo Mantovan, Loris Nanni
2020	J	`jnl`	The computerization of archaeology: survey on AI techniques. CoRR Lorenzo Mantovan, Loris Nanni
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`	Audiogmenter: a MATLAB Toolbox for Audio Data Augmentation. CoRR Gianluca Maguolo, Michelangelo Paci, Loris Nanni, Ludovico Bonan
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`	Data augmentation approaches for improving animal audio classification. CoRR Loris Nanni, Gianluca Maguolo, Michelangelo Paci
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`	Ensemble of Convolutional Neural Networks Trained with Different Activation Functions. CoRR Gianluca Maguolo, Loris Nanni, Stefano Ghidoni
2019	J	`jnl`	Face Detection Ensemble with Methods Using Depth Information to Filter False Positives. Sensors Loris Nanni, Sheryl Brahnam, Alessandra Lumini
2019	J	`jnl`	General Purpose (GenP) Bioimage Ensemble of Handcrafted and Learned Features with Data Augmentation. CoRR Loris Nanni, Sheryl Brahnam, Stefano Ghidoni, Gianluca Maguolo
2019	—	`conf`	Identification of Infants' Cry Motivation Using Spectrograms. IWSSIP Gustavo Zanoni Felipe, Rafael de Lima Aguiar, Yandre M. G. Costa, Carlos N. Silla, Sheryl Brahnam, Loris Nanni, Shannon McMurtrey
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`	Research on insect pest image detection and recognition based on bio-inspired methods. CoRR Loris Nanni, Gianluca Maguolo, Fabio Pancino
2019	J	`jnl`	Set of approaches based on 3D structure and position specific-scoring matrix for predicting DNA-binding proteins. Bioinform. Loris Nanni, Sheryl Brahnam
2019	J	`jnl`	Texture descriptors and voxels for the early diagnosis of Alzheimer's disease. Artif. Intell. Medicine Loris Nanni, Sheryl Brahnam, Christian Salvatore, Isabella Castiglioni, Alzheimer's Disease Neuroimaging Initiative
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`	Bird and whale species identification using sound images. IET Comput. Vis. Loris Nanni, Rafael de Lima Aguiar, Yandre M. G. Costa, Sheryl Brahnam, Carlos Nascimento Silla Jr., Ricky L. Brattin, Zhao Zhao
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`	An ensemble of visual features for Gaussians of local descriptors and non-binary coding for texture descriptors. Expert Syst. Appl. Loris Nanni, Michelangelo Paci, Sheryl Brahnam, Stefano Ghidoni
2017	J	`jnl`	Combining visual and acoustic features for audio classification tasks. Pattern Recognit. Lett. Loris Nanni, Yandre M. G. Costa, Diego Rafael Lucio, Carlos Nascimento Silla Jr., Sheryl Brahnam
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`	Handcrafted vs. non-handcrafted features for computer vision classification. Pattern Recognit. Loris Nanni, Stefano Ghidoni, Sheryl Brahnam
2017	J	`jnl`	How could a subcellular image, or a painting by Van Gogh, be similar to a great white shark or to a pizza? Pattern Recognit. Lett. Loris Nanni, Stefano Ghidoni
2017	J	`jnl`	Multi-label classifier based on histogram of gradients for predicting the anatomical therapeutic chemical class/classes of a given compound. Bioinform. Loris Nanni, Sheryl Brahnam
2017	J	`jnl`	Overview of the combination of biometric matchers. Inf. Fusion Alessandra Lumini, Loris Nanni
2016	J	`jnl`	Combination of projectors, standard texture descriptors and bag of features for classifying images. Neurocomputing Loris Nanni, Massimo Melucci
2016	B	`conf`	Combining Visual and Acoustic Features for Bird Species Classification. ICTAI Loris Nanni, Yandre M. G. Costa, Diego Rafael Lucio, Carlos Nascimento Silla Jr., Sheryl Brahnam
2016	J	`jnl`	Combining multiple approaches for the early diagnosis of Alzheimer's Disease. Pattern Recognit. Lett. Loris Nanni, Christian Salvatore, Antonio Cerasa, Isabella Castiglioni
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	—	`conf`	Music genre recognition using spectrograms with harmonic-percussive sound separation. SCCC Rafael de Lima Aguiar, Yandre Maldonado e Gomes da Costa, Loris Nanni
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`	Coupling different methods for overcoming the class imbalance problem. Neurocomputing Loris Nanni, Carlo Fantozzi, Nicola Lazzarini
2015	—	`conf`	Design of a Bullying Detection/Alert System for School-Wide Intervention. HCI (2) Sheryl Brahnam, Jenifer J. Roberts, Loris Nanni, Cathy L. Starr, Sandra L. Bailey
2015	J	`jnl`	Heterogeneous machine learning system for improving the diagnosis of primary aldosteronism. Pattern Recognit. Lett. Nicola Lazzarini, Loris Nanni, Carlo Fantozzi, Andrea Pietracaprina, Geppino Pucci, Teresa Maria Seccia, Gian Paolo Rossi
2015	J	`jnl`	Improving the descriptors extracted from the co-occurrence matrix using preprocessing approaches. Expert Syst. Appl. Loris Nanni, Sheryl Brahnam, Stefano Ghidoni, Emanuele Menegatti
2015	J	`jnl`	Toward a General-Purpose Heterogeneous Ensemble for Pattern Classification. Comput. Intell. Neurosci. Loris Nanni, Sheryl Brahnam, Stefano Ghidoni, Alessandra Lumini
2014	C	`conf`	A Knowledge-Based Approach to Crack Detection in Thermographic Images. IAS Stefano Ghidoni, Mauro Antonello, Loris Nanni, Emanuele Menegatti
2014	—	`conf`	Analysis of Virus Textures in Transmission Electron Microscopy Images. InMed Loris Nanni, Michelangelo Paci, Florentino Luciano Caetano dos Santos, Sheryl Brahnam, Jari A. K. Hyttinen
2014	J	`jnl`	Ensemble of shape descriptors for shape retrieval and classification. Int. J. Adv. Intell. Paradigms Loris Nanni, Alessandra Lumini, Sheryl Brahnam
2014	J	`jnl`	Indirect immunofluorescence image classification using texture descriptors. Expert Syst. Appl. Loris Nanni, Michelangelo Paci, Sheryl Brahnam
2014	—	`book`	Local Binary Patterns: New Variants and Applications Local Binary Patterns Sheryl Brahnam, Lakhmi C. Jain, Loris Nanni, Alessandra Lumini
2014	—	`conf`	Morphological and Texture Features for HEp-2 Cells Classification. I3A@ICPR Loris Nanni, Michelangelo Paci, Florentino Luciano Caetano dos Santos, Jari A. K. Hyttinen
2014	—	`conf`	Texture Descriptors Based on Dijkstra's Algorithm for Medical Image Analysis. InMed Stefano Ghidoni, Loris Nanni, Sheryl Brahnam, Emanuele Menegatti
2013	Misc	`ed.`	7th International Conference on Practical Applications of Computational Biology & Bioinformatics, PACBB 2013, 22-14 May, 2013, Salamanca, Spain PACBB Mohd Saberi Mohamad, Loris Nanni, Miguel P. Rocha, Florentino Fdez-Riverola
2013	J	`jnl`	A comparison of methods for extracting information from the co-occurrence matrix for subcellular classification. Expert Syst. Appl. Loris Nanni, Sheryl Brahnam, Stefano Ghidoni, Emanuele Menegatti, Tonya Barrier
2013	—	`ch.`	Ensemble of Local Phase Quantization Variants with Ternary Encoding. Local Binary Patterns Loris Nanni, Sheryl Brahnam, Alessandra Lumini, Tonya Barrier
2013	—	`ch.`	Heterogeneous Ensemble of Classifiers for Sub-Cellular Image Classification Based on Local Ternary Patterns. Local Binary Patterns Loris Nanni, Michelangelo Paci, Stefano Severi
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
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`	Reduced Reward-punishment editing for building ensembles of classifiers. Expert Syst. Appl. Loris Nanni, Annalisa Franco
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`	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`	Data pre-processing through reward-punishment editing. Pattern Anal. Appl. Annalisa Franco, Davide Maltoni, Loris Nanni
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	J	`jnl`	Predicting trait impressions of faces using local face recognition techniques. Expert Syst. Appl. Sheryl Brahnam, Loris Nanni
2010	—	`conf`	Selecting the Best Performing Rotation Invariant Patterns in Local Binary/Ternary Patterns. IPCV Loris Nanni, Sheryl Brahnam, Alessandra Lumini
2009	—	`conf`	A Genetic Algorithm for Creating a Set of Color Spaces for Ear Authentication. IPCV Loris Nanni, Sheryl Brahnam
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 classifiers for illumination robust face recognition. Expert Syst. Appl. Annalisa Franco, 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	—	`conf`	High Performance Set of Features for Human Action Classification. IPCV Sheryl Brahnam, Loris Nanni
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
2009	A*	`conf`	Workshop summary: Automated interpretation and modelling of cell images. ICML Robert F. Murphy, Chun-Nan Hsu, Loris Nanni
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	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	—	`conf`	Neonatal Facial Pain Detection Using NNSOA and LSVM. IPCV Sheryl Brahnam, Loris Nanni, Randall S. Sexton
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	—	`ch.`	Introduction to Neonatal Facial Pain Detection Using Common and Advanced Face Classification Techniques. Advanced Computational Intelligence Paradigms in Healthcare (1) Sheryl Brahnam, Loris Nanni, Randall S. Sexton
2007	J	`jnl`	RegionBoost learning for 2D+3D based face recognition. Pattern Recognit. Lett. Loris Nanni, Alessandra Lumini
2007	J	`jnl`	Weighted Sub-Gabor for face recognition. Pattern Recognit. Lett. Loris Nanni, Dario Maio
2007	J	`jnl`	When Fingerprints Are Combined with Iris - A Case Study: FVC2004 and CASIA. Int. J. Netw. Secur. Alessandra Lumini, Loris Nanni
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 ensemble of classifiers for protein fold recognition. Neurocomputing Loris Nanni
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`	A reliable method for designing an automatic karyotyping system. Neurocomputing Loris Nanni
2006	J	`jnl`	A reliable method for the diagnosis of gastric carcinoma. Neurocomputing Loris Nanni
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-matcher method for on-line signature verification featuring global features and tokenised random numbers. Neurocomputing Loris Nanni
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 ensemble of classifiers for the diagnosis of erythemato-squamous diseases. Neurocomputing Loris Nanni
2006	J	`jnl`	An experimental comparison of ensemble of classifiers for biometric data. Neurocomputing Loris Nanni, Alessandra Lumini
2006	J	`jnl`	Cluster-based pattern discrimination: A novel technique for feature selection. Pattern Recognit. Lett. Loris Nanni
2006	J	`jnl`	Comparison among feature extraction methods for HIV-1 protease cleavage site prediction. Pattern Recognit. Loris Nanni
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`	Ensemble of classifiers for protein fold recognition. Neurocomputing Loris Nanni
2006	J	`jnl`	Experimental comparison of one-class classifiers for online signature verification. Neurocomputing Loris Nanni
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 algorithms for T-cell epitopes prediction. Neurocomputing 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`	Multi-resolution subspace for financial trading. Pattern Recognit. Lett. Loris Nanni
2006	J	`jnl`	Random Bands: A novel ensemble for fingerprint matching. Neurocomputing Loris Nanni, Alessandra Lumini
2006	—	`—`	Sistemi multiclassificatori con applicazione al riconoscimento del volto. Loris Nanni
2006	J	`jnl`	Two-class fingerprint matcher. Pattern Recognit. Alessandra Lumini, Loris Nanni
2005	—	`conf`	An On-Line Signature Verification System Based on Fusion of Local and Global Information. AVBPA Julian Fiérrez-Aguilar, Loris Nanni, Jaime Lopez-Peñalba, Javier Ortega-Garcia, Davide Maltoni
2005	J	`jnl`	An efficient fingerprint verification system using integrated gabor filters and Parzen Window Classifier. Neurocomputing Dario Maio, Loris Nanni
2005	Misc	`conf`	Combining Multiple Matchers for Fingerprint Verification: A Case Study in FVC2004. ICIAP Julian Fiérrez-Aguilar, Loris Nanni, Javier Ortega-Garcia, Raffaele Cappelli, Davide Maltoni
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	J	`jnl`	Fusion of classifiers for predicting protein-protein interactions. Neurocomputing Loris Nanni
2005	J	`jnl`	Fusion of classifiers for protein fold recognition. Neurocomputing Loris Nanni
2005	J	`jnl`	Hyperplanes for predicting protein-protein interactions. Neurocomputing Loris Nanni
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	J	`jnl`	Multihashing, human authentication featuring biometrics data and tokenized random number: A case study FVC2004. Neurocomputing Dario Maio, 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`	Reward-Punishment Editing. ICPR (4) Annalisa Franco, Davide Maltoni, Loris Nanni
2004	—	`conf`	Towards a Robust Face Detector. ECCV Workshop BioAW Loris Nanni, Annalisa Franco, Raffaele Cappelli
2003	—	`conf`	A two-stage fingerprint classification system. WBMA@MM Raffaele Cappelli, Dario Maio, Davide Maltoni, Loris Nanni