List of works - Alessandra Lumini

A Data Mining Approach for Predicting the Pregnancy Rate in Human Assisted Reproduction

A classifier ensemble approach for the missing feature problem.

scientific article published on 20 December 2011

A clustering method for automatic biometric template selection

A deformation-invariant image-based fingerprint verification system

A further step toward an optimal ensemble of classifiers for peptide classification, a case study: HIV protease

scientific article published in January 2009

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

scientific article

A genetic encoding approach for learning methods for combining classifiers

article published in 2009

A hybrid wavelet-based fingerprint matcher

A local approach based on a Local Binary Patterns variant texture descriptor for classifying pain states

A multi-expert approach for wavelet-based face detection

A multi-matcher for ear authentication

A multi-matcher system based on knuckle-based features

A multi-modal method based on the competitors of FVC2004 and on palm data combined with tokenised random numbers

scholarly article by Loris Nanni & Alessandra Lumini published July 2008 in Pattern Recognition Letters

A new encoding technique for peptide classification

article published in 2011

A novel local on-line signature verification system

A novel method for fingerprint verification that approaches the problem as a two-class pattern recognition problem

scholarly article by Loris Nanni & Alessandra Lumini published March 2006 in Neurocomputing

A reliable method for HIV-1 protease cleavage site prediction

article

A reliable method for cell phenotype image classification

scientific article published on 28 April 2008

A set of descriptors for identifying the protein-drug interaction in cellular networking

scientific article published on 17 June 2014

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

scholarly article by Loris Nanni et al published October 2012 in Pattern Recognition

A supervised method to discriminate between impostors and genuine in biometry

A very high performing system to discriminate tissues in mammograms as benign and malignant

Advanced machine learning techniques for microarray spot quality classification

scholarly article by Loris Nanni et al published 3 February 2010 in Neural Computing and Applications

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

scholarly article by Alessandra Lumini & Loris Nanni published January 2008 in Pattern Recognition Letters

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

An advanced multi-modal method for human authentication featuring biometrics data and tokenised random numbers

An approach for improving face recognition in presence of inaccurate detection

An empirical study of different approaches for protein classification

article

An empirical study on the matrix-based protein representations and their combination with sequence-based approaches ⬇️

scientific article published on October 30, 2012

An enhanced subspace method for face recognition

scholarly article by Annalisa Franco et al published January 2006 in Pattern Recognition Letters

An ensemble of K-local hyperplanes for predicting protein-protein interactions

scientific article published on 15 February 2006

An ensemble of reduced alphabets with protein encoding based on grouped weight for predicting DNA-binding proteins

scientific article

An ensemble of support vector machines for predicting the membrane protein type directly from the amino acid sequence

scientific article

An ensemble of support vector machines for predicting virulent proteins

article published in 2009

An evaluation of direct attacks using fake fingers generated from ISO templates

scholarly article by Javier Galbally et al published June 2010 in Pattern Recognition Letters

An experimental comparison of ensemble of classifiers for bankruptcy prediction and credit scoring

An experimental comparison of ensemble of classifiers for biometric data

An improved BioHashing for human authentication

Artificial intelligence systems based on texture descriptors for vaccine development

scientific article published on 16 June 2010

Artificial intelligence techniques for embryo and oocyte classification

scientific article published on 2 October 2012

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

Coding of amino acids by texture descriptors

Combing ontologies and dipeptide composition for predicting DNA-binding proteins

scientific article published on 04 January 2008

Combining different local binary pattern variants to boost performance

Combining local, regional and global matchers for a template protected on-line signature verification system

Combining multiple approaches for gene microarray classification

scientific article published on 5 March 2012

Comparison of Different Image Data Augmentation Approaches

scientific article published in 2021

Continuous versus exclusive classification for fingerprint retrieval

Descriptors for image-based fingerprint matchers

Detector of image orientation based on Borda Count

scholarly article by Alessandra Lumini & Loris Nanni published February 2006 in Pattern Recognition Letters

Empirical tests on BioHashing

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

Ensemble based on static classifier selection for automated diagnosis of Mild Cognitive Impairment.

scientific article published on 2 November 2017

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

Ensemble of Parzen window classifiers for on-line signature verification

Ensemble of multiple Palmprint representation

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

Evolved feature weighting for random subspace classifier

scientific article published in February 2008

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

scientific article published on 28 November 2019

Fingerprint image reconstruction from standard templates.

scientific article published in September 2007

Fusion of color spaces for ear authentication

scholarly article by Loris Nanni & Alessandra Lumini published September 2009 in Pattern Recognition

Fusion of systems for automated cell phenotype image classification

FuzzyBagging: A novel ensemble of classifiers

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

Genetic nearest feature plane

Genetic programming for creating Chou's pseudo amino acid based features for submitochondria localization

scientific article

High performance set of PseAAC and sequence based descriptors for protein classification

scientific article published on 15 June 2010

Human authentication featuring signatures and tokenised random numbers

Identifying bacterial virulent proteins by fusing a set of classifiers based on variants of Chou's pseudo amino acid composition and on evolutionary information

scientific article

Identifying splice-junction sequences by hierarchical multiclassifier

Input Decimated Ensemble based on Neighborhood Preserving Embedding for spectrogram classification

Likelihood ratio based features for a trained biometric score fusion

article by Loris Nanni et al published January 2011 in Expert Systems with Applications

Local Ternary Patterns from Three Orthogonal Planes for human action classification

Local binary patterns for a hybrid fingerprint matcher

scholarly article by Loris Nanni & Alessandra Lumini published November 2008 in Pattern Recognition

Local binary patterns variants as texture descriptors for medical image analysis

scientific article published on 24 March 2010

Local phase quantization descriptor for improving shape retrieval/classification

scholarly article by Loris Nanni et al published December 2012 in Pattern Recognition Letters

MKL-tree: an index structure for high-dimensional vector spaces

Machine learning for HIV-1 protease cleavage site prediction

article

Machine learning multi-classifiers for peptide classification

scholarly article by Loris Nanni & Alessandra Lumini published 9 January 2008 in Neural Computing and Applications

Matrix representation in pattern classification

Mixture of KL subspaces for relevance feedback

MppS: An ensemble of support vector machine based on multiple physicochemical properties of amino acids

Multilayer descriptors for medical image classification

scientific article published on 2 December 2015

Novel features for automated cell phenotype image classification.

scientific article

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

Over-complete feature generation and feature selection for biometry

Particle swarm optimization for ensembling generation for evidential k-nearest-neighbour classifier

article published in 2007

Particle swarm optimization for prototype reduction

Prediction of protein structure classes by incorporating different protein descriptors into general Chou's pseudo amino acid composition.

scientific article

Protein classification combining surface analysis and primary structure

scientific article published in February 2009

Protein classification using texture descriptors extracted from the protein backbone image

Prototype reduction techniques: A comparison among different approaches

Random Bands: A novel ensemble for fingerprint matching

Random interest regions for object recognition based on texture descriptors and bag of features

Random subspace for an improved BioHashing for face authentication

scholarly article by Loris Nanni & Alessandra Lumini published February 2008 in Pattern Recognition Letters

RegionBoost learning for 2D+3D based face recognition

Stochastic Selection of Activation Layers for Convolutional Neural Networks

scientific article published on 14 March 2020

Survey on LBP based texture descriptors for image classification

article published in 2012

Texture descriptors for generic pattern classification problems

Toward a General-Purpose Heterogeneous Ensemble for Pattern Classification

scientific article

Two-class fingerprint matcher

article published in 2006

Using ensemble of classifiers for predicting HIV protease cleavage sites in proteins

scientific article published on 10 April 2008

Wavelet decomposition tree selection for palm and face authentication

scholarly article by Loris Nanni & Alessandra Lumini published February 2008 in Pattern Recognition Letters

Wavelet images and Chou's pseudo amino acid composition for protein classification

scientific article published on 13 October 2011

List of works by Alessandra Lumini

A Data Mining Approach for Predicting the Pregnancy Rate in Human Assisted Reproduction

A classifier ensemble approach for the missing feature problem.

A clustering method for automatic biometric template selection

A deformation-invariant image-based fingerprint verification system

A further step toward an optimal ensemble of classifiers for peptide classification, a case study: HIV protease

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

A genetic encoding approach for learning methods for combining classifiers

A hybrid wavelet-based fingerprint matcher

A local approach based on a Local Binary Patterns variant texture descriptor for classifying pain states

A multi-expert approach for wavelet-based face detection

A multi-matcher for ear authentication

A multi-matcher system based on knuckle-based features

A multi-modal method based on the competitors of FVC2004 and on palm data combined with tokenised random numbers

A new encoding technique for peptide classification

A novel local on-line signature verification system

A novel method for fingerprint verification that approaches the problem as a two-class pattern recognition problem

A reliable method for HIV-1 protease cleavage site prediction

A reliable method for cell phenotype image classification

A set of descriptors for identifying the protein-drug interaction in cellular networking

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

A supervised method to discriminate between impostors and genuine in biometry

A very high performing system to discriminate tissues in mammograms as benign and malignant

Advanced machine learning techniques for microarray spot quality classification

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

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

An advanced multi-modal method for human authentication featuring biometrics data and tokenised random numbers

An approach for improving face recognition in presence of inaccurate detection

An empirical study of different approaches for protein classification

An empirical study on the matrix-based protein representations and their combination with sequence-based approaches ⬇️

An enhanced subspace method for face recognition

An ensemble of K-local hyperplanes for predicting protein-protein interactions

An ensemble of reduced alphabets with protein encoding based on grouped weight for predicting DNA-binding proteins

An ensemble of support vector machines for predicting the membrane protein type directly from the amino acid sequence

An ensemble of support vector machines for predicting virulent proteins

An evaluation of direct attacks using fake fingers generated from ISO templates

An experimental comparison of ensemble of classifiers for bankruptcy prediction and credit scoring

An experimental comparison of ensemble of classifiers for biometric data

An improved BioHashing for human authentication

Artificial intelligence systems based on texture descriptors for vaccine development

Artificial intelligence techniques for embryo and oocyte classification

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

Coding of amino acids by texture descriptors

Combing ontologies and dipeptide composition for predicting DNA-binding proteins

Combining different local binary pattern variants to boost performance

Combining local, regional and global matchers for a template protected on-line signature verification system

Combining multiple approaches for gene microarray classification

Comparison of Different Image Data Augmentation Approaches

Continuous versus exclusive classification for fingerprint retrieval

Descriptors for image-based fingerprint matchers

Detector of image orientation based on Borda Count

Empirical tests on BioHashing

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

Ensemble based on static classifier selection for automated diagnosis of Mild Cognitive Impairment.

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

Ensemble of Parzen window classifiers for on-line signature verification

Ensemble of multiple Palmprint representation

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

Evolved feature weighting for random subspace classifier

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

Fingerprint image reconstruction from standard templates.

Fusion of color spaces for ear authentication

Fusion of systems for automated cell phenotype image classification

FuzzyBagging: A novel ensemble of classifiers

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

Genetic nearest feature plane

Genetic programming for creating Chou's pseudo amino acid based features for submitochondria localization

High performance set of PseAAC and sequence based descriptors for protein classification

Human authentication featuring signatures and tokenised random numbers

Identifying bacterial virulent proteins by fusing a set of classifiers based on variants of Chou's pseudo amino acid composition and on evolutionary information

Identifying splice-junction sequences by hierarchical multiclassifier

Input Decimated Ensemble based on Neighborhood Preserving Embedding for spectrogram classification

Likelihood ratio based features for a trained biometric score fusion

Local Ternary Patterns from Three Orthogonal Planes for human action classification

Local binary patterns for a hybrid fingerprint matcher

Local binary patterns variants as texture descriptors for medical image analysis

Local phase quantization descriptor for improving shape retrieval/classification

MKL-tree: an index structure for high-dimensional vector spaces

Machine learning for HIV-1 protease cleavage site prediction

Machine learning multi-classifiers for peptide classification