Mario Manzo

34 papers B 2C 1Journal 21Unranked 10
YearRankTypeTitle / Venue / Authors
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
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
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
2022 J jnl
Graph convolutional networks: analysis, improvements and results.
Appl. Intell.
Ihsan Ullah, Mario Manzo, Mitul Shah, Michael G. Madden
2022 J jnl
Netpro2vec: A Graph Embedding Framework for Biomedical Applications.
IEEE ACM Trans. Comput. Biol. Bioinform.
Ichcha Manipur, Mario Manzo, Ilaria Granata, Maurizio Giordano, Lucia Maddalena, Mario R. Guarracino
2021 J jnl
FastGCN + ARSRGemb: a novel framework for object recognition.
J. Electronic Imaging
Mario Manzo, Simone Pellino
2021 — conf
Performance Evaluation of Adversarial Attacks on Whole-Graph Embedding Models.
LION
Mario Manzo, Maurizio Giordano, Lucia Maddalena, Mario R. Guarracino
2021 J jnl
Voting in Transfer Learning System for Ground-Based Cloud Classification.
CoRR
Mario Manzo, Simone Pellino
2021 J jnl
Voting in Transfer Learning System for Ground-Based Cloud Classification.
Mach. Learn. Knowl. Extr.
Mario Manzo, Simone Pellino
2020 — conf
A Framework Based on Metabolic Networks and Biomedical Images Data to Discriminate Glioma Grades.
BIOSTEC (Selected Papers)
Lucia Maddalena, Ilaria Granata, Ichcha Manipur, Mario Manzo, Mario R. Guarracino
2020 J jnl
Attributed Relational SIFT-Based Regions Graph: Concepts and Applications.
Mach. Learn. Knowl. Extr.
Mario Manzo
2020 J jnl
Bucket of Deep Transfer Learning Features and Classification Models for Melanoma Detection.
J. Imaging
Mario Manzo, Simone Pellino
2020 J jnl
Bucket of deep transfer learning features and classification models for melanoma detection.
CoRR
Mario Manzo, Simone Pellino
2020 J jnl
Dynamic graph convolutional networks.
Pattern Recognit.
Franco Manessi, Alessandro Rozza, Mario Manzo
2020 — conf
Glioma Grade Classification via Omics Imaging.
BIOIMAGING
Lucia Maddalena, Ilaria Granata, Ichcha Manipur, Mario Manzo, Mario R. Guarracino
2019 J jnl
Attributed Relational SIFT-based Regions Graph (ARSRG): concepts and applications.
CoRR
Mario Manzo
2019 J jnl
Bag of ARSRG Words (BoAW).
Mach. Learn. Knowl. Extr.
Mario Manzo, Simone Pellino
2019 J jnl
DOPSIE: Deep-Order Proximity and Structural Information Embedding.
Mach. Learn. Knowl. Extr.
Mario Manzo, Alessandro Rozza
2019 J jnl
Graph Convolutional Networks: analysis, improvements and results.
CoRR
Ihsan Ullah, Mario Manzo, Mitul Shah, Michael G. Madden
2019 J jnl
Graph-Based Image Matching for Indoor Localization.
Mach. Learn. Knowl. Extr.
Mario Manzo
2019 J jnl
KGEARSRG: Kernel Graph Embedding on Attributed Relational SIFT-Based Regions Graph.
Mach. Learn. Knowl. Extr.
Mario Manzo
2019 C conf
Product And Process Integrated Design To Enhance Smart Manufacturing Systems.
ECMS
Francesco Caputo, Mario Caterino, Alessandro De Luca, Marcello Fera, Alessandro Greco, Giuseppe Lamanna, Roberto MacChiaroli, Pasquale Manco, Mario Manzo, Donato Perfetto
2017 J jnl
Dynamic Graph Convolutional Networks.
CoRR
Franco Manessi, Alessandro Rozza, Mario Manzo
2017 — conf
Extended Graph Backbone for Motif Analysis.
CompSysTech
Antonio Maratea, Alfredo Petrosino, Mario Manzo
2017 J jnl
User Click Modeling on a Learning Management System.
Int. J. Hum. Cap. Inf. Technol. Prof.
Antonio Maratea, Alfredo Petrosino, Mario Manzo
2016 — conf
Triadic Motifs in the Partitioned World Trade Web.
EUSPN/ICTH
Antonio Maratea, Alfredo Petrosino, Mario Manzo
2014 — conf
A Novel Graph Embedding Framework for Object Recognition.
ECCV Workshops (4)
Mario Manzo, Simone Pellino, Alfredo Petrosino, Alessandro Rozza
2014 B conf
A Novel Graph-Based Fisher Kernel Method for Semi-supervised Learning.
ICPR
Alessandro Rozza, Mario Manzo, Alfredo Petrosino
2014 J jnl
Adjusted F-measure and kernel scaling for imbalanced data learning.
Inf. Sci.
Antonio Maratea, Alfredo Petrosino, Mario Manzo
2013 — conf
Attributed Relational SIFT-Based Regions Graph for Art Painting Retrieval.
ICIAP (1)
Mario Manzo, Alfredo Petrosino
2013 — conf
Generation of description metadata for video files.
CompSysTech
Antonio Maratea, Alfredo Petrosino, Mario Manzo
2012 — conf
Automatic generation of SCORM compliant metadata for portable document format files.
CompSysTech
Antonio Maratea, Alfredo Petrosino, Mario Manzo
2012 B conf
Integrating Navigational and Structural Information in SCORM Content Aggregation Modeling.
ICALT
Antonio Maratea, Alfredo Petrosino, Mario Manzo