Mario Rosario Guarracino

47 papers B 1Misc 2Journal 29Unranked 12
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Novel Method for Solving Universum Twin Bounded Support Vector Machine in the Primal Space.
Ann. Math. Artif. Intell.
Hossein Moosaei, Saeed Khosravi, Fatemeh Bazikar, Milan Hladík, Mario Rosario Guarracino
2025 J jnl
A novel method for solving universum twin bounded support vector machine in the primal space.
Ann. Math. Artif. Intell.
Hossein Moosaei, Saeed Khosravi, Fatemeh Bazikar, Milan Hladík, Mario Rosario Guarracino
2025 J jnl
Guest Editorial: Current Trends and Future Directions in Biomedical Data Science.
IEEE J. Biomed. Health Informatics
Hossein Moosaei, Roohallah Alizadehsani, Mario Rosario Guarracino, Jerry Chun-Wei Lin
2025 J jnl
The Impact of Alternative Data on Default Probability: Analyzing the Italian E-commerce Sector with NLP and Network Structures.
Oper. Res. Forum
Brian Daniel Bernhardt, Chiara Marciano, Mario Rosario Guarracino
2024 J jnl
HELP: A computational framework for labelling and predicting human common and context-specific essential genes.
PLoS Comput. Biol.
Ilaria Granata, Lucia Maddalena, Mario Manzo, Mario Rosario Guarracino, Maurizio Giordano
2024 J jnl
Representing ensembles of networks for fuzzy cluster analysis: a case study.
Data Min. Knowl. Discov.
Ilaria Bombelli, Ichcha Manipur, Mario Rosario Guarracino, Maria Brigida Ferraro
2023 J jnl
Adversarial attacks on graph-level embedding methods: a case study.
Ann. Math. Artif. Intell.
Maurizio Giordano, Lucia Maddalena, Mario Manzo, Mario Rosario Guarracino
2023 J jnl
Integrating Different Data Modalities for the Classification of Alzheimer's Disease Stages.
SN Comput. Sci.
Lucia Maddalena, Ilaria Granata, Maurizio Giordano, Mario Manzo, Mario Rosario Guarracino
2023 J jnl
Special Issue on Supervised and Unsupervised Classification Algorithms - Foreword from Guest Editors.
Algorithms
Laura Antonelli, Mario Rosario Guarracino
2022 J jnl
Artificial Intelligence for Cell Segmentation, Event Detection, and Tracking for Label-free Microscopy Imaging.
Algorithms
Lucia Maddalena, Laura Antonelli, Alexandra Albu, Aroj Hada, Mario Rosario Guarracino
2022 — conf
Classifying Alzheimer's Disease using MRIs and Transcriptomic Data.
BIOIMAGING
Lucia Maddalena, Ilaria Granata, Maurizio Giordano, Mario Manzo, Mario Rosario Guarracino, Alzheimer's Disease Neuroimaging Initiative
2019 J jnl
From trash to treasure: detecting unexpected contamination in unmapped NGS data.
BMC Bioinform.
Mara Sangiovanni, Ilaria Granata, Amarinder Singh Thind, Mario Rosario Guarracino
2019 J jnl
Integrating imaging and omics data: A review.
Biomed. Signal Process. Control.
Laura Antonelli, Mario Rosario Guarracino, Lucia Maddalena, Mara Sangiovanni
2019 J jnl
Integration of transcriptomic data in a genome-scale metabolic model to investigate the link between obesity and breast cancer.
BMC Bioinform.
Ilaria Granata, Enrico Troiano, Mara Sangiovanni, Mario Rosario Guarracino
2019 J jnl
SDI+: A Novel Algorithm for Segmenting Dermoscopic Images.
IEEE J. Biomed. Health Informatics
Mario Rosario Guarracino, Lucia Maddalena
2018 J jnl
An integrated approach to infer cross-talks between intracellular protein transport and signaling pathways.
BMC Bioinform.
Kumar Parijat Tripathi, Marina Piccirillo, Mario Rosario Guarracino
2018 J jnl
Ensemble of rankers for efficient gene signature extraction in smoke exposure classification.
BMC Bioinform.
Maurizio Giordano, Kumar Parijat Tripathi, Mario Rosario Guarracino
2017 J jnl
A mixed integer programming-based global optimization framework for analyzing gene expression data.
J. Glob. Optim.
Giovanni Felici, Kumar Parijat Tripathi, Daniela Evangelista, Mario Rosario Guarracino
2017 J jnl
Beta-Binomial Model for the Detection of Rare Mutations in Pooled Next-Generation Sequencing Experiments.
J. Comput. Biol.
Audrone Jakaitiene, Mariano Avino, Mario Rosario Guarracino
2017 J jnl
Segmenting Dermoscopic Images.
CoRR
Mario Rosario Guarracino, Lucia Maddalena
2016 J jnl
An Atlas of annotations of Hydra vulgaris transcriptome.
BMC Bioinform.
Daniela Evangelista, Kumar Parijat Tripathi, Mario Rosario Guarracino
2016 J jnl
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.
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
2016 J jnl
Var2GO: a web-based tool for gene variants selection.
BMC Bioinform.
Ilaria Granata, Mara Sangiovanni, Francesco Maiorano, Marco Miele, Mario Rosario Guarracino
2015 — conf
A Web Resource on Skeletal Muscle Transcriptome of Primates.
CIBB
Daniela Evangelista, Mariano Avino, Kumar Parijat Tripathi, Mario Rosario Guarracino
2015 — conf
Comparison of Gene Expression Signature Using Rank Based Statistical Inference.
CIBB
Kumar Parijat Tripathi, Sonali Gopichand Chavan, Seetharaman Parashuraman, Marina Piccirillo, Sara Magliocca, Mario Rosario Guarracino
2015 — conf
HvDBase: A Web Resource on Hydra Vulgaris Transcriptome.
IWBBIO (2)
Daniela Evangelista, Kumar Parijat Tripathi, Valentina Scuotto, Mario Rosario Guarracino
2015 — conf
The MetaboX Library: Building Metabolic Networks from KEGG Database.
IWBBIO (1)
Francesco Maiorano, Luca Ambrosino, Mario Rosario Guarracino
2014 J jnl
Prediction of Rare Single-Nucleotide Causative Mutations for Muscular Diseases in Pooled Next-Generation Sequencing Experiments.
J. Comput. Biol.
Maria Brigida Ferraro, Marco Savarese, Giuseppina Di Fruscio, Vincenzo Nigro, Mario Rosario Guarracino
2014 — conf
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
Michael B. Fenn, Mario Rosario Guarracino, Jiaxing Pi, Panos M. Pardalos
2013 — conf
A Novel Feature Selection Method for Classification Using a Fuzzy Criterion.
LION
Maria Brigida Ferraro, Antonio Irpino, Rosanna Verde, Mario Rosario Guarracino
2013 — ch.
Classification of Data Chunks Using Proximal Vector Machines and Singular Value Decomposition.
Classification and Data Mining
Antonio Irpino, Mario Rosario Guarracino, Rosanna Verde
2013 J jnl
Fuzzy regularized generalized eigenvalue classifier with a novel membership function.
Inf. Sci.
Mario Rosario Guarracino, Antonio Irpino, Raimundas Jasinevicius, Rosanna Verde
2013 — conf
Prediction of Single-Nucleotide Polymorphisms Causative of Rare Diseases.
CIBB
Maria Brigida Ferraro, Mario Rosario Guarracino
2010 J jnl
Application of Support Vector Machines to Melissopalynological Data for Honey Classification.
Int. J. Agric. Environ. Inf. Syst.
Giovanna Aronne, Veronica De Micco, Mario Rosario Guarracino
2010 — ed.
Euro-Par 2010 - Parallel Processing, 16th International Euro-Par Conference, Ischia, Italy, August 31 - September 3, 2010, Proceedings, Part I
Euro-Par (1)
Pasqua D'Ambra, Mario Rosario Guarracino, Domenico Talia
2010 — ed.
Euro-Par 2010 - Parallel Processing, 16th International Euro-Par Conference, Ischia, Italy, August 31 - September 3, 2010, Proceedings, Part II
Euro-Par (2)
Pasqua D'Ambra, Mario Rosario Guarracino, Domenico Talia
2010 Misc conf
Multiclass Generalized Eigenvalue Proximal Support Vector Machines.
CISIS
Mario Rosario Guarracino, Antonio Irpino, Rosanna Verde
2010 J jnl
Parallel, Distributed and Network-based Computing: an Application Perspective.
Scalable Comput. Pract. Exp.
Pasqua D'Ambra, Daniela di Serafino, Mario Rosario Guarracino, Francesca Perla
2010 — conf
Prior Knowledge in the Classification of Biomedical Data.
SMPS
Danilo Abbate, Roberta De Asmundis, Mario Rosario Guarracino
2010 — conf
Supervised Classification Methods for Mining Cell Differences as Depicted by Raman Spectroscopy.
CIBB
Petros Xanthopoulos, Roberta De Asmundis, Mario Rosario Guarracino, Georgios Pyrgiotakis, Panos M. Pardalos
2008 — conf
A Supervised Learning Technique and Its Applications to Computational Biology.
CIBB
Mario Rosario Guarracino, Altannar Chinchuluun, Panos M. Pardalos
2008 — conf
A Web-based Learning Tool for applied Mathematics Disciplines.
Knowledge Construction in E-learning Context
Francesco Giannino, Mario Rosario Guarracino, Valeria Marina Monetti, Loredana Randazzo, Gerardo Toraldo
2008 B conf
Incremental Learning and Decremented Characterization of Gene Expression Data Analysis.
CBMS
Mario Rosario Guarracino, Salvatore Cuciniello, Davide Feminiano
2008 J jnl
Parallel, distributed and network-based processing.
J. Syst. Archit.
Pasqua D'Ambra, Gennaro Della Vecchia, Mario Rosario Guarracino
2007 Misc conf
A Parallel Classification and Feature Reduction Method for Biomedical Applications.
PPAM
Mario Rosario Guarracino, Salvatore Cuciniello, Davide Feminiano
2007 J jnl
A classification method based on generalized eigenvalue problems.
Optim. Methods Softw.
Mario Rosario Guarracino, Claudio Cifarelli, Onur Seref, Panos M. Pardalos
2007 J jnl
Incremental Classification with Generalized Eigenvalues.
J. Classif.
Claudio Cifarelli, Mario Rosario Guarracino, Onur Seref, Salvatore Cuciniello, Panos M. Pardalos