Sparse representations and performances in support vector machines. - Nicola Ancona; Rosalia Maglietta; Ettore Stella (ICMLA, 2004)

SVM and RLS Models for Cancer Classification. - Nicola Ancona; Annarita D'Addabbo; Sabino Liuni; Graziano Pesole; Rosalia Maglietta (Computational Intelligence, 2005)

Regularized Least Squares Cancer Classifiers from DNA microarray data. - Nicola Ancona; Rosalia Maglietta; Annarita D'Addabbo; Sabino Liuni; Graziano Pesole (BMC Bioinform., 2005)

Classification error as a measure of gene relevance in cancer diagnosis. - Rosalia Maglietta; Annarita D'Addabbo; Ada Piepoli; Francesco Perri; Sabino Liuni; Graziano Pesole; Nicola Ancona (IJCNN, 2006)

On the statistical assessment of classifiers using DNA microarray data. - Nicola Ancona; Rosalia Maglietta; Ada Piepoli; Annarita D'Addabbo; R. Cotugno; M. Savino; Sabino Liuni; Massimo Carella; Graziano Pesole; Francesco Perri (BMC Bioinform., 2006)

Data representations and generalization error in kernel based learning machines. - Nicola Ancona; Rosalia Maglietta; Ettore Stella (Pattern Recognit., 2006)

Selection of relevant genes in cancer diagnosis based on their prediction accuracy. - Rosalia Maglietta; Annarita D'Addabbo; Ada Piepoli; Francesco Perri; Sabino Liuni; Graziano Pesole; Nicola Ancona (Artif. Intell. Medicine, 2007)

Statistical assessment of functional categories of genes deregulated in pathological conditions by using microarray data. - Rosalia Maglietta; Ada Piepoli; Domenico Catalano; Piepoli Licciulli; Massimo Carella; Sabino Liuni; Graziano Pesole; Francesco Perri; Nicola Ancona (Bioinform., 2007)

Statistical Assessment of MSigDB Gene Sets in Colon Cancer. - Angela Distaso; Luca Abatangelo; Rosalia Maglietta; Teresa Maria Creanza; Ada Piepoli; Massimo Carella; Annarita D'Addabbo; Sayan Mukherjee 001; Nicola Ancona (KES (2), 2008)

Association of genetic profiles to Crohn's disease by linear combinations of single nucleotide polymorphisms. - Annarita D'Addabbo; Anna Latiano; Orazio Palmieri; Teresa Maria Creanza; Rosalia Maglietta; Vito Annese; Nicola Ancona (Artif. Intell. Medicine, 2009)

Comparative study of gene set enrichment methods. - Luca Abatangelo; Rosalia Maglietta; Angela Distaso; Annarita D'Addabbo; Teresa Maria Creanza; Sayan Mukherjee 001; Nicola Ancona (BMC Bioinform., 2009)

Statistical assessment of discriminative features for protein-coding and non coding cross-species conserved sequence elements. - Teresa Maria Creanza; David Stephen Horner; Annarita D'Addabbo; Rosalia Maglietta; Flavio Mignone; Nicola Ancona; Graziano Pesole (BMC Bioinform., 2009)

On the reproducibility of results of pathway analysis in genome-wide expression studies of colorectal cancers. - Rosalia Maglietta; Angela Distaso; Ada Piepoli; Orazio Palumbo; Massimo Carella; Annarita D'Addabbo; Sayan Mukherjee 001; Nicola Ancona (J. Biomed. Informatics, 2010)

On classification of signals represented with data-dependent overcomplete dictionaries. - Rosalia Maglietta; Nicola Ancona (Int. J. Gen. Syst., 2011)

Random Forest Classification for Hippocampal Segmentation in 3D MR Images. - Rosalia Maglietta; Nicola Amoroso; Stefania Bruno; Andrea Chincarini; Giovanni B. Frisoni; Paolo Inglese; Sabina Tangaro; Andrea Tateo; Roberto Bellotti (ICMLA (1), 2013)

Active Learning Machines for Automatic Segmentation of Hippocampus in MRI. - Sabina Tangaro; Nicola Amoroso; Stefania Bruno; Andrea Chincarini; Giovanni B. Frisoni; Rosalia Maglietta; Andrea Tateo; Roberto Bellotti (ICDM (Workshops), 2013)

Feature Selection Based on Machine Learning in MRIs for Hippocampal Segmentation. - 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 (Comput. Math. Methods Medicine, 2015)

Parallel selective sampling method for imbalanced and large data classification. - Annarita D'Addabbo; Rosalia Maglietta (Pattern Recognit. Lett., 2015)

Automated hippocampal segmentation in 3D MRI using random undersampling with boosting algorithm. - Rosalia Maglietta; Nicola Amoroso; Marina Boccardi; Stefania Bruno; Andrea Chincarini; Giovanni B. Frisoni; Paolo Inglese; Alberto Redolfi; Sabina Tangaro; Andrea Tateo; Roberto Bellotti (Pattern Anal. Appl., 2016)

Review on research studies and monitoring system applied to cetaceans in the gulf of taranto (northern ionian sea, central-eastern mediterranean sea). - Roberto Carlucci; Rosalia Maglietta; Giuseppa Buscaino; Giulia Cipriano; Annalisa Milella; V. Pollazzon; P. Bondanese; C. De Leonardis; Stefano Mona; Massimiliano Nitti; E. Papale; Vito Renò; et al. (AVSS, 2017)

A vision-based system for robotic inspection of marine vessels. - Rosalia Maglietta; Annalisa Milella; Massimo Caccia; Gabriele Bruzzone (Signal Image Video Process., 2018)

A SIFT-based software system for the photo-identification of the Risso's dolphin. - Vito Renò; Giovanni Dimauro; G. Labate; Ettore Stella; Carmelo Fanizza; Giulia Cipriano; Roberto Carlucci; Rosalia Maglietta (Ecol. Informatics, 2019)

Convolutional Neural Networks for Risso's Dolphins Identification. - 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; et al. (IEEE Access, 2020)

Machine Learning and Image Processing Methods for Cetacean Photo Identification: A Systematic Review. - Rosalia Maglietta; Roberto Carlucci; Carmelo Fanizza; Giovanni Dimauro (IEEE Access, 2022)

Eyes-defy-anemia. - Giovanni Dimauro; Rosalia Maglietta; Thulasi Bai; Sivachandar Kasiviswanathan (IEEE DataPort, 2022)

Detection of iron deficiency anemia by medical images: a comparative study of machine learning algorithms. - Peter Appiahene; Justice Williams Asare; Emmanuel Timmy Donkoh; Giovanni Dimauro; Rosalia Maglietta (BioData Min., 2023)

An intelligent non-invasive system for automated diagnosis of anemia exploiting a novel dataset. - Giovanni Dimauro; Maria Elena Griseta; Mauro Giuseppe Camporeale; Felice Clemente; Attilio Guarini; Rosalia Maglietta (Artif. Intell. Medicine, 2023)

Risso's dolphin dataset. - Rosalia Maglietta; Carmelo Fanizza; Carla Cherubini; Stefano Bellomo; Roberto Carlucci; Giovanni Dimauro (IEEE DataPort, 2023)

Anaemia detection based on sclera and blood vessel colour estimation. - Giovanni Dimauro; Mauro Giuseppe Camporeale; Alessandro Dipalma; Attilio Guarini; Rosalia Maglietta (Biomed. Signal Process. Control., 2023)

ARIANNA: A novel deep learning-based system for fin contours analysis in individual recognition of dolphins. - Rosalia Maglietta; Arianna Bussola; Roberto Carlucci; Carmelo Fanizza; Giovanni Dimauro (Intell. Syst. Appl., 2023)

Cetacean feeding modelling using machine learning: A case study of the Central-Eastern Mediterranean Sea. - Carla Cherubini; Giulia Cipriano; Leonardo Saccotelli; Giovanni Dimauro; Giovanni Coppini; Roberto Carlucci; Carmelo Fanizza; Rosalia Maglietta (Ecol. Informatics, 2025)

Advancing estuarine box modeling: A novel hybrid machine learning and physics-based approach. - Rosalia Maglietta; Giorgia Verri; Leonardo Saccotelli; Alessandro De Lorenzis; Carla Cherubini; Rocco Caccioppoli; Giovanni Dimauro; Giovanni Coppini (Environ. Model. Softw., 2025)