Fabio Cumbo

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 17

Top Topics

Accurate Classifiers

Dna Copy Number

Top Venues

BMC Medical Informatics Decis. Mak.

Publications

Davide Chicco, Fabio Cumbo, Claudio Angione
Ten quick tips for avoiding pitfalls in multi-omics data integration analyses. PLoS Comput. Biol. 19 (7) (2023)
Nicola Apollonio, Daniel Blankenberg, Fabio Cumbo, Paolo Giulio Franciosa, Daniele Santoni
(HOmophily Network TOol): a case study of chromosomal interactions in human PPI networks. Bioinform. 39 (1) (2023)
Francesco Taglino, Fabio Cumbo, Giulia Antognoli, Ivan Arisi, Mara D'Onofrio, Federico Perazzoni, Roger Voyat, Giulia Fiscon, Federica Conte, Marco Canevelli, Giuseppe Bruno, Patrizia Mecocci, Paola Bertolazzi
An ontology-based approach for modelling and querying Alzheimer's disease data. BMC Medical Informatics Decis. Mak. 23 (1) (2023)
Fabio Cumbo, Emanuel Weitschek, Daniel Blankenberg
hdlib: A Python library for designing Vector-Symbolic Architectures. J. Open Source Softw. 8 (90) (2023)
Fabio Cumbo, Eleonora Cappelli, Emanuel Weitschek
A Brain-Inspired Hyperdimensional Computing Approach for Classifying Massive DNA Methylation Data of Cancer. Algorithms 13 (9) (2020)
Fabio Cumbo, Emanuel Weitschek
An In-Memory Cognitive-Based Hyperdimensional Approach to Accurately Classify DNA-Methylation Data of Cancer. DEXA Workshops (2020)
Eleonora Cappelli, Emanuel Weitschek, Fabio Cumbo
Smart Persistence and Accessibility of Genomic and Clinical Data. DEXA Workshops (2019)
Eleonora Cappelli, Emanuel Weitschek, Fabio Cumbo
Extending Knowledge on Genomic Data and Metadata of Cancer by Exploiting Taxonomy-Based Relaxed Queries on Domain-Specific Ontologies. CIBB (2019)
Marzia A. Cremona, Alessia Pini, Fabio Cumbo, Kateryna D. Makova, Francesca Chiaromonte, Simone Vantini
IWTomics: testing high-resolution sequence-based 'Omics' data at multiple locations and scales. Bioinform. 34 (13) (2018)
Emanuel Weitschek, Fabio Cumbo, Eleonora Cappelli, Giovanni Felici, Paola Bertolazzi
Classifying Big DNA Methylation Data: A Gene-Oriented Approach. DEXA Workshops (2018)
Fabrizio Celli, Fabio Cumbo, Emanuel Weitschek
Classification of large DNA methylation datasets for identifying cancer drivers. CoRR (2018)
Fabrizio Celli, Fabio Cumbo, Emanuel Weitschek
Classification of Large DNA Methylation Datasets for Identifying Cancer Drivers. Big Data Res. 13 (2018)
Ivan Arisi, Paola Bertolazzi, Eleonora Cappelli, Federica Conte, Fabio Cumbo, Giulia Fiscon, Michele Sonnessa, Francesco Taglino
An ontology-based approach to improve data querying and organization of Alzheimer's Disease data. BIBM (2018)
Fabio Cumbo, Giulia Fiscon, Stefano Ceri, Marco Masseroli, Emanuel Weitschek
TCGA2BED: extracting, extending, integrating, and querying The Cancer Genome Atlas. BMC Bioinform. 18 (1) (2017)
Emanuel Weitschek, Fabio Cumbo, Eleonora Cappelli, Giovanni Felici
Genomic Data Integration: A Case Study on Next Generation Sequencing of Cancer. DEXA Workshops (2016)
Fabio Cumbo, Emanuel Weitschek, Paola Bertolazzi, Giovanni Felici
IRIS-TCGA: An Information Retrieval and Integration System for Genomic Data of Cancer. CIBB (2016)
Fabio Cumbo, Marco S. Nobile, Chiara Damiani, Riccardo Colombo, Giancarlo Mauri, Paolo Cazzaniga
COSYS: A Computational Infrastructure for Systems Biology. CIBB (2016)