Rosalia Maglietta

Publication Activity (10 Years)

Years Active: 2004-2023
Publications (10 Years): 10

Top Topics

Automatic Segmentation

Machine Learning

Top Venues

Artif. Intell. Medicine

Biomed. Signal Process. Control.

Publications

Giovanni Dimauro, Maria Elena Griseta, Mauro Giuseppe Camporeale, Felice Clemente, Attilio Guarini, Rosalia Maglietta
An intelligent non-invasive system for automated diagnosis of anemia exploiting a novel dataset. Artif. Intell. Medicine 136 (2023)
Rosalia Maglietta, Arianna Bussola, Roberto Carlucci, Carmelo Fanizza, Giovanni Dimauro
ARIANNA: A novel deep learning-based system for fin contours analysis in individual recognition of dolphins. Intell. Syst. Appl. 18 (2023)
Peter Appiahene, Justice Williams Asare, Emmanuel Timmy Donkoh, Giovanni Dimauro, Rosalia Maglietta
Detection of iron deficiency anemia by medical images: a comparative study of machine learning algorithms. BioData Min. 16 (1) (2023)
Giovanni Dimauro, Mauro Giuseppe Camporeale, Alessandro Dipalma, Attilio Guarini, Rosalia Maglietta
Anaemia detection based on sclera and blood vessel colour estimation. Biomed. Signal Process. Control. 81 (2023)
Rosalia Maglietta, Roberto Carlucci, Carmelo Fanizza, Giovanni Dimauro
Machine Learning and Image Processing Methods for Cetacean Photo Identification: A Systematic Review. IEEE Access 10 (2022)
Rosalia Maglietta, Vito Renò, Rocco Caccioppoli, Emanuele Seller, Stefano Bellomo, Francesca Cornelia Santacesaria, Roberto Colella, Giulia Cipriano, Ettore Stella, Karin Hartman, Carmelo Fanizza, Giovanni Dimauro, Roberto Carlucci
Convolutional Neural Networks for Risso's Dolphins Identification. IEEE Access 8 (2020)
Vito Renò, Giovanni Dimauro, G. Labate, Ettore Stella, Carmelo Fanizza, Giulia Cipriano, Roberto Carlucci, Rosalia Maglietta
A SIFT-based software system for the photo-identification of the Risso's dolphin. Ecol. Informatics 50 (2019)
Rosalia Maglietta, Annalisa Milella, Massimo Caccia, Gabriele Bruzzone
A vision-based system for robotic inspection of marine vessels. Signal Image Video Process. 12 (3) (2018)
Roberto Carlucci, Rosalia Maglietta, G. Buscaino, Giulia Cipriano, Annalisa Milella, V. Pollazzon, P. Bondanese, C. De Leonardis, Stefano Mona, Massimiliano Nitti, E. Papale, Vito Renò, Paolo Ricci, Ettore Stella, Carmelo Fanizza
Review on research studies and monitoring system applied to cetaceans in the gulf of taranto (northern ionian sea, central-eastern mediterranean sea). AVSS (2017)
Rosalia Maglietta, Nicola Amoroso, Marina Boccardi, Stefania Bruno, Andrea Chincarini, Giovanni B. Frisoni, Paolo Inglese, Alberto Redolfi, Sabina Tangaro, Andrea Tateo, Roberto Bellotti
Automated hippocampal segmentation in 3D MRI using random undersampling with boosting algorithm. Pattern Anal. Appl. 19 (2) (2016)
Annarita D'Addabbo, Rosalia Maglietta
Parallel selective sampling method for imbalanced and large data classification. Pattern Recognit. Lett. 62 (2015)
Sabina Sonia Tangaro, Nicola Amoroso, Massimo Brescia, Stefano Cavuoti, Andrea Chincarini, Rosangela Errico, Paolo Inglese, Giuseppe Longo, Rosalia Maglietta, Andrea Tateo, Giuseppe Riccio, Roberto Bellotti
Feature Selection Based on Machine Learning in MRIs for Hippocampal Segmentation. Comput. Math. Methods Medicine 2015 (2015)
Sabina Sonia Tangaro, Nicola Amoroso, Massimo Brescia, Stefano Cavuoti, Andrea Chincarini, Rosangela Errico, Paolo Inglese, Giuseppe Longo, Rosalia Maglietta, Andrea Tateo, Giuseppe Riccio, Roberto Bellotti
Feature Selection based on Machine Learning in MRIs for Hippocampal Segmentation. CoRR (2015)
Sabina Tangaro, Nicola Amoroso, Stefania Bruno, Andrea Chincarini, Giovanni B. Frisoni, Rosalia Maglietta, Andrea Tateo, Roberto Bellotti
Active Learning Machines for Automatic Segmentation of Hippocampus in MRI. ICDM (Workshops) (2013)
Rosalia Maglietta, Nicola Amoroso, Stefania Bruno, Andrea Chincarini, Giovanni B. Frisoni, Paolo Inglese, Sabina Tangaro, Andrea Tateo, Roberto Bellotti
Random Forest Classification for Hippocampal Segmentation in 3D MR Images. ICMLA (1) (2013)
Rosalia Maglietta, Nicola Ancona
On classification of signals represented with data-dependent overcomplete dictionaries. Int. J. Gen. Syst. 40 (8) (2011)
Rosalia Maglietta, Angela Distaso, Ada Piepoli, Orazio Palumbo, Massimo Carella, Annarita D'Addabbo, Sayan Mukherjee, Nicola Ancona
On the reproducibility of results of pathway analysis in genome-wide expression studies of colorectal cancers. J. Biomed. Informatics 43 (3) (2010)
Teresa Maria Creanza, David Stephen Horner, Annarita D'Addabbo, Rosalia Maglietta, Flavio Mignone, Nicola Ancona, Graziano Pesole
Statistical assessment of discriminative features for protein-coding and non coding cross-species conserved sequence elements. BMC Bioinform. 10 (S-6) (2009)
Annarita D'Addabbo, Anna Latiano, Orazio Palmieri, Teresa Maria Creanza, Rosalia Maglietta, Vito Annese, Nicola Ancona
Association of genetic profiles to Crohn's disease by linear combinations of single nucleotide polymorphisms. Artif. Intell. Medicine 46 (2) (2009)
Luca Abatangelo, Rosalia Maglietta, Angela Distaso, Annarita D'Addabbo, Teresa Maria Creanza, Sayan Mukherjee, Nicola Ancona
Comparative study of gene set enrichment methods. BMC Bioinform. 10 (2009)
Angela Distaso, Luca Abatangelo, Rosalia Maglietta, Teresa Maria Creanza, Ada Piepoli, Massimo Carella, Annarita D'Addabbo, Sayan Mukherjee, Nicola Ancona
Statistical Assessment of MSigDB Gene Sets in Colon Cancer. KES (2) (2008)
Rosalia Maglietta, Annarita D'Addabbo, Ada Piepoli, Francesco Perri, Sabino Liuni, Graziano Pesole, Nicola Ancona
Selection of relevant genes in cancer diagnosis based on their prediction accuracy. Artif. Intell. Medicine 40 (1) (2007)
Rosalia Maglietta, Ada Piepoli, Domenico Catalano, Piepoli Licciulli, Massimo Carella, Sabino Liuni, Graziano Pesole, Francesco Perri, Nicola Ancona
Statistical assessment of functional categories of genes deregulated in pathological conditions by using microarray data. Bioinform. 23 (16) (2007)
Nicola Ancona, Rosalia Maglietta, Ettore Stella
Data representations and generalization error in kernel based learning machines. Pattern Recognit. 39 (9) (2006)
Nicola Ancona, Rosalia Maglietta, Ada Piepoli, Annarita D'Addabbo, R. Cotugno, M. Savino, Sabino Liuni, Massimo Carella, Graziano Pesole, Francesco Perri
On the statistical assessment of classifiers using DNA microarray data. BMC Bioinform. 7 (2006)
Rosalia Maglietta, Annarita D'Addabbo, Ada Piepoli, Francesco Perri, Sabino Liuni, Graziano Pesole, Nicola Ancona
Classification error as a measure of gene relevance in cancer diagnosis. IJCNN (2006)
Nicola Ancona, Rosalia Maglietta, Annarita D'Addabbo, Sabino Liuni, Graziano Pesole
Regularized Least Squares Cancer Classifiers from DNA microarray data. BMC Bioinform. 6 (S-4) (2005)
Nicola Ancona, Annarita D'Addabbo, Sabino Liuni, Graziano Pesole, Rosalia Maglietta
SVM and RLS Models for Cancer Classification. Computational Intelligence (2005)
Nicola Ancona, Rosalia Maglietta, Ettore Stella
Sparse representations and performances in support vector machines. ICMLA (2004)