Mario R. Guarracino

Publication Activity (10 Years)

Years Active: 1994-2024
Publications (10 Years): 12

Top Topics

Metabolic Networks

Feature Selection

Clustering Analysis

Escherichia Coli

Top Venues

Ann. Oper. Res.

Ann. Math. Artif. Intell.

Publications

Panos M. Pardalos, Valeriy A. Kalyagin, Mario R. Guarracino
Editorial. Comput. Manag. Sci. 21 (1) (2024)
Saeed Ketabchi, Hossein Moosaei, Mario R. Guarracino, Milan Hladík
Separating Two Polyhedra Utilizing Alternative Theorems and Penalty Function. LION (2022)
Ichcha Manipur, Mario Manzo, Ilaria Granata, Maurizio Giordano, Lucia Maddalena, Mario R. Guarracino
Netpro2vec: A Graph Embedding Framework for Biomedical Applications. IEEE ACM Trans. Comput. Biol. Bioinform. 19 (2) (2022)
Mario Manzo, Maurizio Giordano, Lucia Maddalena, Mario R. Guarracino
Performance Evaluation of Adversarial Attacks on Whole-Graph Embedding Models. LION (2021)
Ichcha Manipur, Ilaria Granata, Lucia Maddalena, Mario R. Guarracino
Correction to: Clustering analysis of tumor metabolic networks. BMC Bioinform. 21 (1) (2020)
Ichcha Manipur, Ilaria Granata, Lucia Maddalena, Mario R. Guarracino
Clustering analysis of tumor metabolic networks. BMC Bioinform. (10) (2020)
Lucia Maddalena, Ilaria Granata, Ichcha Manipur, Mario Manzo, Mario R. Guarracino
A Framework Based on Metabolic Networks and Biomedical Images Data to Discriminate Glioma Grades. BIOSTEC (Selected Papers) (2020)
Ilaria Granata, Mario R. Guarracino, Valeriy A. Kalyagin, Lucia Maddalena, Ichcha Manipur, Panos M. Pardalos
Model simplification for supervised classification of metabolic networks. Ann. Math. Artif. Intell. 88 (1-3) (2020)
Lucia Maddalena, Ilaria Granata, Ichcha Manipur, Mario Manzo, Mario R. Guarracino
Glioma Grade Classification via Omics Imaging. BIOIMAGING (2020)
Marco Viola, Mara Sangiovanni, Gerardo Toraldo, Mario R. Guarracino
Semi-supervised generalized eigenvalues classification. Ann. Oper. Res. 276 (1-2) (2019)
Ilaria Granata, Mario R. Guarracino, Valeriy A. Kalyagin, Lucia Maddalena, Ichcha Manipur, Panos M. Pardalos
Supervised Classification of Metabolic Networks. BIBM (2018)
Marco Viola, Mara Sangiovanni, Gerardo Toraldo, Mario R. Guarracino
A generalized eigenvalues classifier with embedded feature selection. Optim. Lett. 11 (2) (2017)
Kumar Parijat Tripathi, Daniela Evangelista, Raffaele Cassandra, Mario R. Guarracino
Transcriptator: Computational Pipeline to Annotate Transcripts and Assembled Reads from RNA-Seq Data. CIBB (2014)
Petros Xanthopoulos, Mario R. Guarracino, Panos M. Pardalos
Robust generalized eigenvalue classifier with ellipsoidal uncertainty. Ann. Oper. Res. 216 (1) (2014)
Mario R. Guarracino, Petros Xanthopoulos, Georgios Pyrgiotakis, Vera Tomaino, Brij M. Moudgil, Panos M. Pardalos
Classification of cancer cell death with spectral dimensionality reduction and generalized eigenvalues. Artif. Intell. Medicine 53 (2) (2011)
Mario R. Guarracino, Adriano Nebbia, Valeria Manna, Altannar Chinchuluun, Panos M. Pardalos
Efficient Prediction of Protein-Protein Interactions Using Sequence Information. CISIS (2010)
Panos M. Pardalos, Mario R. Guarracino
Prior Knowledge in Supervised Classification Models. IJCCI (ICFC-ICNC) (2010)
Mario R. Guarracino, Altannar Chinchuluun, Panos M. Pardalos
Decision rules for efficient classification of biological data. Optim. Lett. 3 (3) (2009)
Mario R. Guarracino, Adriano Nebbia
Predicting Protein-Protein Interactions with K-Nearest Neighbors Classification Algorithm. CIBB (2009)
Mario R. Guarracino, Francesca Perla, Paolo Zanetti
A sparse nonsymmetric eigensolver for distributed memory architectures. Int. J. Parallel Emergent Distributed Syst. 23 (3) (2008)
Mario R. Guarracino, Salvatore Cuciniello, Davide Feminiano
Incremental generalized Eigenvalue classification on data streams. Monde des Util. Anal. Données 36 (2007)
Mario R. Guarracino, Claudio Cifarelli, Onur Seref, Panos M. Pardalos
A Parallel Classification Method for Genomic and Proteomic Problems. AINA (2) (2006)
Vania Boccia, Mario R. Guarracino
A Grid Enabled PSE for Medical Imaging: Experiences on MedIGrid. CBMS (2005)
Mario R. Guarracino, Giuliano Laccetti, Almerico Murli
Application Oriented Brokering in Medical Imaging: Algorithms and Software Architecture. EGC (2005)
Paola Bonetto, Mario R. Guarracino, Fabrizio Inguglia
Integrating Medical Imaging into a Grid Based Computing Infrastructure. ICCSA (2) (2004)
Luisa D'Amore, Mario R. Guarracino, Giuliano Laccetti, Almerico Murli
Integrating Scientific Software Libraries in Problem Solving Environments: A Case Study with ScaLAPACK. ICCSA (2) (2004)
Francesco Giannino, Mario R. Guarracino, Valeria Marina Monetti, Nunzio Romano, Gerardo Toraldo
An Adaptable Learning Technology System for Mathematical Models. ICALT (2004)
Luisa D'Amore, Mario R. Guarracino, Giuliano Laccetti
On the Parallelization of a Commercial PSE for Scientific Computing. PDP (2003)
Mario Bertero, Paola Bonetto, Luisa Carracciuolo, Luisa D'Amore, A. Formiconi, Mario R. Guarracino, Giuliano Laccetti, Almerico Murli, Gennaro Oliva
MedIGrid: A Medical Imaging Application for Computational Grids. IPDPS (2003)
Mario R. Guarracino, Giuliano Laccetti, Gennaro Oliva, U. Scafuri
Yabat: An Administration and Monitoring Software for Beowulf Clusters. CLUSTER (2000)
Mario R. Guarracino, Giuliano Laccetti, Diego Romano
Browsing Virtual Reality on a PC Cluster. CLUSTER (2000)
Mario R. Guarracino, Francesca Perla
A parallel modified block Lanczos' algorithm for distributed memory architectures. PDP (1995)
Mario R. Guarracino, Francesca Perla
A Parallel Block Lanczos Algorithm for Distributed Memory Architectures. Parallel Algorithms Appl. 4 (3-4) (1994)