Mario Rosario Guarracino

According to our database1, Mario Rosario Guarracino authored at least 59 papers between 1994 and 2019.

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Bibliography

2019
SDI+: A Novel Algorithm for Segmenting Dermoscopic Images.
IEEE J. Biomedical and Health Informatics, 2019

Integrating imaging and omics data: A review.
Biomed. Signal Proc. and Control, 2019

From trash to treasure: detecting unexpected contamination in unmapped NGS data.
BMC Bioinformatics, 2019

Integration of transcriptomic data in a genome-scale metabolic model to investigate the link between obesity and breast cancer.
BMC Bioinformatics, 2019

Semi-supervised generalized eigenvalues classification.
Annals OR, 2019

2018
An integrated approach to infer cross-talks between intracellular protein transport and signaling pathways.
BMC Bioinformatics, 2018

Ensemble of rankers for efficient gene signature extraction in smoke exposure classification.
BMC Bioinformatics, 2018

Supervised Classification of Metabolic Networks.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

2017
A generalized eigenvalues classifier with embedded feature selection.
Optimization Letters, 2017

A mixed integer programming-based global optimization framework for analyzing gene expression data.
J. Global Optimization, 2017

Beta-Binomial Model for the Detection of Rare Mutations in Pooled Next-Generation Sequencing Experiments.
Journal of Computational Biology, 2017

Segmenting Dermoscopic Images.
CoRR, 2017

2016
Effects of Mecp2 loss of function in embryonic cortical neurons: a bioinformatics strategy to sort out non-neuronal cells variability from transcriptome profiling.
BMC Bioinformatics, 2016

Var2GO: a web-based tool for gene variants selection.
BMC Bioinformatics, 2016

An Atlas of annotations of Hydra vulgaris transcriptome.
BMC Bioinformatics, 2016

Multidimensional Scaling for Genomic Data.
Proceedings of the Advances in Stochastic and Deterministic Global Optimization., 2016

2015
The MetaboX Library: Building Metabolic Networks from KEGG Database.
Proceedings of the Bioinformatics and Biomedical Engineering, 2015

HvDBase: A Web Resource on Hydra Vulgaris Transcriptome.
Proceedings of the Bioinformatics and Biomedical Engineering, 2015

Comparison of Gene Expression Signature Using Rank Based Statistical Inference.
Proceedings of the Computational Intelligence Methods for Bioinformatics and Biostatistics, 2015

A Web Resource on Skeletal Muscle Transcriptome of Primates.
Proceedings of the Computational Intelligence Methods for Bioinformatics and Biostatistics, 2015

2014
Prediction of Rare Single-Nucleotide Causative Mutations for Muscular Diseases in Pooled Next-Generation Sequencing Experiments.
Journal of Computational Biology, 2014

Robust generalized eigenvalue classifier with ellipsoidal uncertainty.
Annals OR, 2014

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.
Proceedings of the Learning and Intelligent Optimization, 2014

Transcriptator: Computational Pipeline to Annotate Transcripts and Assembled Reads from RNA-Seq Data.
Proceedings of the Computational Intelligence Methods for Bioinformatics and Biostatistics, 2014

2013
Classification of Data Chunks Using Proximal Vector Machines and Singular Value Decomposition.
Proceedings of the Classification and Data Mining, 2013

Fuzzy regularized generalized eigenvalue classifier with a novel membership function.
Inf. Sci., 2013

A Novel Feature Selection Method for Classification Using a Fuzzy Criterion.
Proceedings of the Learning and Intelligent Optimization - 7th International Conference, 2013

Prediction of Single-Nucleotide Polymorphisms Causative of Rare Diseases.
Proceedings of the Computational Intelligence Methods for Bioinformatics and Biostatistics, 2013

2011
Classification of cancer cell death with spectral dimensionality reduction and generalized eigenvalues.
Artificial Intelligence in Medicine, 2011

2010
Parallel, Distributed and Network-based Computing: an Application Perspective.
Scalable Computing: Practice and Experience, 2010

Application of Support Vector Machines to Melissopalynological Data for Honey Classification.
IJAEIS, 2010

Prior Knowledge in the Classification of Biomedical Data.
Proceedings of the Combining Soft Computing and Statistical Methods in Data Analysis, 2010

Prior Knowledge in Supervised Classification Models.
Proceedings of the ICFC-ICNC 2010, 2010

Efficient Prediction of Protein-Protein Interactions Using Sequence Information.
Proceedings of the CISIS 2010, 2010

Multiclass Generalized Eigenvalue Proximal Support Vector Machines.
Proceedings of the CISIS 2010, 2010

Supervised Classification Methods for Mining Cell Differences as Depicted by Raman Spectroscopy.
Proceedings of the Computational Intelligence Methods for Bioinformatics and Biostatistics, 2010

2009
Generalized Eigenvalue Proximal Support Vector Machine Problem.
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009

Decision rules for efficient classification of biological data.
Optimization Letters, 2009

Predicting Protein-Protein Interactions with K-Nearest Neighbors Classification Algorithm.
Proceedings of the Computational Intelligence Methods for Bioinformatics and Biostatistics, 2009

2008
A sparse nonsymmetric eigensolver for distributed memory architectures.
IJPEDS, 2008

Parallel, distributed and network-based processing.
Journal of Systems Architecture - Embedded Systems Design, 2008

A Web-based Learning Tool for applied Mathematics Disciplines.
Proceedings of the Conference Knowledge Construction in E-learning Context: CSCL, 2008

A Supervised Learning Technique and Its Applications to Computational Biology.
Proceedings of the Computational Intelligence Methods for Bioinformatics and Biostatistics, 2008

Incremental Learning and Decremented Characterization of Gene Expression Data Analysis.
Proceedings of the Twenty-First IEEE International Symposium on Computer-Based Medical Systems, 2008

2007
A classification method based on generalized eigenvalue problems.
Optimization Methods and Software, 2007

Incremental Classification with Generalized Eigenvalues.
J. Classification, 2007

A Parallel Classification and Feature Reduction Method for Biomedical Applications.
Proceedings of the Parallel Processing and Applied Mathematics, 2007

2006
A Parallel Classification Method for Genomic and Proteomic Problems.
Proceedings of the 20th International Conference on Advanced Information Networking and Applications (AINA 2006), 2006

2005
Application Oriented Brokering in Medical Imaging: Algorithms and Software Architecture.
Proceedings of the Advances in Grid Computing, 2005

A Grid Enabled PSE for Medical Imaging: Experiences on MedIGrid.
Proceedings of the 18th IEEE Symposium on Computer-Based Medical Systems (CBMS 2005), 2005

2004
Integrating Scientific Software Libraries in Problem Solving Environments: A Case Study with ScaLAPACK.
Proceedings of the Computational Science and Its Applications, 2004

Integrating Medical Imaging into a Grid Based Computing Infrastructure.
Proceedings of the Computational Science and Its Applications, 2004

An Adaptable Learning Technology System for Mathematical Models.
Proceedings of the IEEE International Conference on Advanced Learning Technologies, 2004

2003
On the Parallelization of a Commercial PSE for Scientific Computing.
Proceedings of the 11th Euromicro Workshop on Parallel, 2003

MedIGrid: A Medical Imaging Application for Computational Grids.
Proceedings of the 17th International Parallel and Distributed Processing Symposium (IPDPS 2003), 2003

2000
Browsing Virtual Reality on a PC Cluster.
Proceedings of the 2000 IEEE International Conference on Cluster Computing (CLUSTER 2000), November 28th, 2000

Yabat: An Administration and Monitoring Software for Beowulf Clusters.
Proceedings of the 2000 IEEE International Conference on Cluster Computing (CLUSTER 2000), November 28th, 2000

1995
A parallel modified block Lanczos' algorithm for distributed memory architectures.
Proceedings of the 3rd Euromicro Workshop on Parallel and Distributed Processing (PDP '95), 1995

1994
A Parallel Block Lanczos Algorithm for Distributed Memory Architectures.
Parallel Algorithms Appl., 1994


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