Mario Rosario Guarracino

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 18

Top Topics

Unsupervised Classification

Cell Segmentation

Gene Expression

Top Venues

J. Comput. Biol.

Publications

Ilaria Bombelli, Ichcha Manipur, Mario Rosario Guarracino, Maria Brigida Ferraro
Representing ensembles of networks for fuzzy cluster analysis: a case study. Data Min. Knowl. Discov. 38 (2) (2024)
Laura Antonelli, Mario Rosario Guarracino
Special Issue on Supervised and Unsupervised Classification Algorithms - Foreword from Guest Editors. Algorithms 16 (3) (2023)
Maurizio Giordano, Lucia Maddalena, Mario Manzo, Mario Rosario Guarracino
Adversarial attacks on graph-level embedding methods: a case study. Ann. Math. Artif. Intell. 91 (2) (2023)
Lucia Maddalena, Ilaria Granata, Maurizio Giordano, Mario Manzo, Mario Rosario Guarracino
Integrating Different Data Modalities for the Classification of Alzheimer's Disease Stages. SN Comput. Sci. 4 (3) (2023)
Lucia Maddalena, Ilaria Granata, Maurizio Giordano, Mario Manzo, Mario Rosario Guarracino, Alzheimer's Disease Neuroimaging Initiative
Classifying Alzheimer's Disease using MRIs and Transcriptomic Data. BIOIMAGING (2022)
Lucia Maddalena, Laura Antonelli, Alexandra Albu, Aroj Hada, Mario Rosario Guarracino
Artificial Intelligence for Cell Segmentation, Event Detection, and Tracking for Label-free Microscopy Imaging. Algorithms 15 (9) (2022)
Mara Sangiovanni, Ilaria Granata, Amarinder Singh Thind, Mario Rosario Guarracino
From trash to treasure: detecting unexpected contamination in unmapped NGS data. BMC Bioinform. (4) (2019)
Ilaria Granata, Enrico Troiano, Mara Sangiovanni, Mario Rosario Guarracino
Integration of transcriptomic data in a genome-scale metabolic model to investigate the link between obesity and breast cancer. BMC Bioinform. (4) (2019)
Mario Rosario Guarracino, Lucia Maddalena
SDI+: A Novel Algorithm for Segmenting Dermoscopic Images. IEEE J. Biomed. Health Informatics 23 (2) (2019)
Laura Antonelli, Mario Rosario Guarracino, Lucia Maddalena, Mara Sangiovanni
Integrating imaging and omics data: A review. Biomed. Signal Process. Control. 52 (2019)
Maurizio Giordano, Kumar Parijat Tripathi, Mario Rosario Guarracino
Ensemble of rankers for efficient gene signature extraction in smoke exposure classification. BMC Bioinform. (2) (2018)
Kumar Parijat Tripathi, Marina Piccirillo, Mario Rosario Guarracino
An integrated approach to infer cross-talks between intracellular protein transport and signaling pathways. BMC Bioinform. (2) (2018)
Giovanni Felici, Kumar Parijat Tripathi, Daniela Evangelista, Mario Rosario Guarracino
A mixed integer programming-based global optimization framework for analyzing gene expression data. J. Glob. Optim. 69 (3) (2017)
Mario Rosario Guarracino, Lucia Maddalena
Segmenting Dermoscopic Images. CoRR (2017)
Audrone Jakaitiene, Mariano Avino, Mario Rosario Guarracino
Beta-Binomial Model for the Detection of Rare Mutations in Pooled Next-Generation Sequencing Experiments. J. Comput. Biol. 24 (4) (2017)
Marcella Vacca, Kumar Parijat Tripathi, Luisa Speranza, Riccardo Aiese Cigliano, Francesco Scalabrì, Federico Marracino, Michele Madonna, Walter Sanseverino, Carla Perrone-Capano, Mario Rosario Guarracino, Maurizio D'Esposito
Effects of Mecp2 loss of function in embryonic cortical neurons: a bioinformatics strategy to sort out non-neuronal cells variability from transcriptome profiling. BMC Bioinform. 17 (S-2) (2016)
Ilaria Granata, Mara Sangiovanni, Francesco Maiorano, Marco Miele, Mario Rosario Guarracino
Var2GO: a web-based tool for gene variants selection. BMC Bioinform. 17 (S-12) (2016)
Daniela Evangelista, Kumar Parijat Tripathi, Mario Rosario Guarracino
An Atlas of annotations of Hydra vulgaris transcriptome. BMC Bioinform. 17 (S-11) (2016)
Daniela Evangelista, Kumar Parijat Tripathi, Valentina Scuotto, Mario Rosario Guarracino
HvDBase: A Web Resource on Hydra Vulgaris Transcriptome. IWBBIO (2) (2015)
Daniela Evangelista, Mariano Avino, Kumar Parijat Tripathi, Mario Rosario Guarracino
A Web Resource on Skeletal Muscle Transcriptome of Primates. CIBB (2015)
Kumar Parijat Tripathi, Sonali Gopichand Chavan, Seetharaman Parashuraman, Marina Piccirillo, Sara Magliocca, Mario Rosario Guarracino
Comparison of Gene Expression Signature Using Rank Based Statistical Inference. CIBB (2015)
Francesco Maiorano, Luca Ambrosino, Mario Rosario Guarracino
The MetaboX Library: Building Metabolic Networks from KEGG Database. IWBBIO (1) (2015)
Maria Brigida Ferraro, Marco Savarese, Giuseppina Di Fruscio, Vincenzo Nigro, Mario Rosario Guarracino
Prediction of Rare Single-Nucleotide Causative Mutations for Muscular Diseases in Pooled Next-Generation Sequencing Experiments. J. Comput. Biol. 21 (9) (2014)
Michael B. Fenn, Mario Rosario Guarracino, Jiaxing Pi, Panos M. Pardalos
Raman Spectroscopy Using a Multiclass Extension of Fisher-Based Feature Selection Support Vector Machines (FFS-SVM) for Characterizing In-Vitro Apoptotic Cell Death Induced by Paclitaxel. LION (2014)
Mario Rosario Guarracino, Antonio Irpino, Raimundas Jasinevicius, Rosanna Verde
Fuzzy regularized generalized eigenvalue classifier with a novel membership function. Inf. Sci. 245 (2013)
Maria Brigida Ferraro, Mario Rosario Guarracino
Prediction of Single-Nucleotide Polymorphisms Causative of Rare Diseases. CIBB (2013)
Maria Brigida Ferraro, Antonio Irpino, Rosanna Verde, Mario Rosario Guarracino
A Novel Feature Selection Method for Classification Using a Fuzzy Criterion. LION (2013)
Danilo Abbate, Roberta De Asmundis, Mario Rosario Guarracino
Prior Knowledge in the Classification of Biomedical Data. SMPS (2010)
Giovanna Aronne, Veronica De Micco, Mario Rosario Guarracino
Application of Support Vector Machines to Melissopalynological Data for Honey Classification. Int. J. Agric. Environ. Inf. Syst. 1 (2) (2010)
Petros Xanthopoulos, Roberta De Asmundis, Mario Rosario Guarracino, Georgios Pyrgiotakis, Panos M. Pardalos
Supervised Classification Methods for Mining Cell Differences as Depicted by Raman Spectroscopy. CIBB (2010)
Pasqua D'Ambra, Daniela di Serafino, Mario Rosario Guarracino, Francesca Perla
Parallel, Distributed and Network-based Computing: an Application Perspective. Scalable Comput. Pract. Exp. 11 (3) (2010)
Mario Rosario Guarracino, Antonio Irpino, Rosanna Verde
Multiclass Generalized Eigenvalue Proximal Support Vector Machines. CISIS (2010)
Francesco Giannino, Mario Rosario Guarracino, Valeria Marina Monetti, Loredana Randazzo, Gerardo Toraldo
A Web-based Learning Tool for applied Mathematics Disciplines. Knowledge Construction in E-learning Context (2008)
Mario Rosario Guarracino, Salvatore Cuciniello, Davide Feminiano
Incremental Learning and Decremented Characterization of Gene Expression Data Analysis. CBMS (2008)
Pasqua D'Ambra, Gennaro Della Vecchia, Mario Rosario Guarracino
Parallel, distributed and network-based processing. J. Syst. Archit. 54 (9) (2008)
Mario Rosario Guarracino, Altannar Chinchuluun, Panos M. Pardalos
A Supervised Learning Technique and Its Applications to Computational Biology. CIBB (2008)
Mario Rosario Guarracino, Claudio Cifarelli, Onur Seref, Panos M. Pardalos
A classification method based on generalized eigenvalue problems. Optim. Methods Softw. 22 (1) (2007)
Mario Rosario Guarracino, Salvatore Cuciniello, Davide Feminiano
A Parallel Classification and Feature Reduction Method for Biomedical Applications. PPAM (2007)
Claudio Cifarelli, Mario Rosario Guarracino, Onur Seref, Salvatore Cuciniello, Panos M. Pardalos
Incremental Classification with Generalized Eigenvalues. J. Classif. 24 (2) (2007)