Antonino Fiannaca

Orcid: 0000-0002-0114-4984

According to our database¹, Antonino Fiannaca authored at least 45 papers between 2006 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

Legend:

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In proceedings

Article

PhD thesis

Dataset

Other

Bibliography

2024

A Deep Learning Multi-omics Framework to Combine Microbiome and Metabolome Profiles for Disease Classification.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2024, 2024

2023

GOWDL: gene ontology-driven wide and deep learning model for cell typing of scRNA-seq data.

[BibT_eX]

[DOI]

Briefings Bioinform., September, 2023

2022

A Gene Ontology-Driven Wide and Deep Learning Architecture for Cell-Type Classification from Single-Cell RNA-seq Data.

[BibT_eX]

[DOI]

Proceedings of the Engineering Applications of Neural Networks, 2022

2020

BITS2019: the sixteenth annual meeting of the Italian society of bioinformatics.

[BibT_eX]

[DOI]

BMC Bioinform., 2020

miRTissue <sub>ce</sub>: extending miRTissue web service with the analysis of ceRNA-ceRNA interactions.

[BibT_eX]

[DOI]

BMC Bioinform., 2020

2019

Data Mining: Prediction Methods.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Bioinformatics and Computational Biology - Volume 1, 2019

Data Mining: Classification and Prediction.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Bioinformatics and Computational Biology - Volume 1, 2019

The 2017 Network Tools and Applications in Biology (NETTAB) workshop: aims, topics and outcomes.

[BibT_eX]

[DOI]

BMC Bioinform., 2019

MiRNA therapeutics based on logic circuits of biological pathways.

[BibT_eX]

[DOI]

BMC Bioinform., 2019

2018

BioGraph: a web application and a graph database for querying and analyzing bioinformatics resources.

[BibT_eX]

[DOI]

BMC Syst. Biol., 2018

Deep learning models for bacteria taxonomic classification of metagenomic data.

[BibT_eX]

[DOI]

BMC Bioinform., 2018

Identification of Key miRNAs in Regulation of PPI Networks.

[BibT_eX]

[DOI]

Proceedings of the Computational Intelligence Methods for Bioinformatics and Biostatistics, 2018

Variable Ranking Feature Selection for the Identification of Nucleosome Related Sequences.

[BibT_eX]

[DOI]

Proceedings of the New Trends in Databases and Information Systems, 2018

2017

nRC: non-coding RNA Classifier based on structural features.

[BibT_eX]

[DOI]

BioData Min., 2017

Gremlin Language for Querying the BiographDB Integrated Biological Database.

[BibT_eX]

[DOI]

Proceedings of the Bioinformatics and Biomedical Engineering, 2017

2016

MiRNATIP: a SOM-based miRNA-target interactions predictor.

[BibT_eX]

[DOI]

BMC Bioinform., 2016

A Deep Learning Model for Epigenomic Studies.

[BibT_eX]

[DOI]

Proceedings of the 12th International Conference on Signal-Image Technology & Internet-Based Systems, 2016

Integrated DB for Bioinformatics: A Case Study on Analysis of Functional Effect of MiRNA SNPs in Cancer.

[BibT_eX]

[DOI]

Proceedings of the Information Technology in Bio- and Medical Informatics, 2016

Classification Experiments of DNA Sequences by Using a Deep Neural Network and Chaos Game Representation.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Computer Systems and Technologies, 2016

A Problem-Driven Approach for Building a Bioinformatics GraphDB.

[BibT_eX]

[DOI]

Proceedings of the Computational Intelligence Methods for Bioinformatics and Biostatistics, 2016

2015

Probabilistic topic modeling for the analysis and classification of genomic sequences.

[BibT_eX]

[DOI]

BMC Bioinform., 2015

Analysis of miRNA expression profiles in breast cancer using biclustering.

[BibT_eX]

[DOI]

BMC Bioinform., 2015

A k-mer-based barcode DNA classification methodology based on spectral representation and a neural gas network.

[BibT_eX]

[DOI]

Artif. Intell. Medicine, 2015

A Deep Learning Approach to DNA Sequence Classification.

[BibT_eX]

[DOI]

Proceedings of the Computational Intelligence Methods for Bioinformatics and Biostatistics, 2015

2014

The BioDICE Taverna plugin for clustering and visualization of biological data: a workflow for molecular compounds exploration.

[BibT_eX]

[DOI]

J. Cheminformatics, 2014

An expert system hybrid architecture to support experiment management.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2014

Knowledge organization for modelling workflows in Taverna environment.

[BibT_eX]

[DOI]

Proceedings of the 22nd Mediterranean Conference on Control and Automation, 2014

The General Regression Neural Network to Classify Barcode and mini-barcode DNA.

[BibT_eX]

[DOI]

Proceedings of the Computational Intelligence Methods for Bioinformatics and Biostatistics, 2014

2013

Simulated annealing technique for fast learning of SOM networks.

[BibT_eX]

[DOI]

Neural Comput. Appl., 2013

Alignment-free analysis of barcode sequences by means of compression-based methods.

[BibT_eX]

[DOI]

BMC Bioinform., 2013

A knowledge-based decision support system in bioinformatics: an application to protein complex extraction.

[BibT_eX]

[DOI]

BMC Bioinform., 2013

Analysis of DNA Barcode Sequences Using Neural Gas and Spectral Representation.

[BibT_eX]

[DOI]

Proceedings of the Engineering Applications of Neural Networks, 2013

Genomic Sequence Classification Using Probabilistic Topic Modeling.

[BibT_eX]

[DOI]

Proceedings of the Computational Intelligence Methods for Bioinformatics and Biostatistics, 2013

2012

An Intelligent System for Building Bioinformatics Workflows.

[BibT_eX]

[DOI]

Proceedings of the Sixth International Conference on Complex, 2012

An ontology design methodology for Knowledge-Based systems with application to bioinformatics.

[BibT_eX]

[DOI]

Antonino Fiannaca

Massimo La Rosa

Salvatore Gaglio

Proceedings of the 2012 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2012

A Study of Compression-Based Methods for the Analysis of Barcode Sequences.

[BibT_eX]

[DOI]

Proceedings of the Computational Intelligence Methods for Bioinformatics and Biostatistics, 2012

2011

An Intelligent System for Decision Support in Bioinformatics.

[BibT_eX]

[DOI]

ERCIM News, 2011

2010

A Knowledge Based Decision Support System for Bioinformatics and System Biology.

[BibT_eX]

[DOI]

Proceedings of the Computational Intelligence Methods for Bioinformatics and Biostatistics, 2010

2009

A Proposed Knowledge Based Approach for Solving Proteomics Issues.

[BibT_eX]

[DOI]

Proceedings of the Computational Intelligence Methods for Bioinformatics and Biostatistics, 2009

2008

A New SOM Initialization Algorithm for Nonvectorial Data.

[BibT_eX]

[DOI]

Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2008

Clustering Quality and Topology Preservation in Fast Learning SOMs.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks, 2008

A New Linear Initialization in SOM for Biomolecular Data.

[BibT_eX]

[DOI]

Proceedings of the Computational Intelligence Methods for Bioinformatics and Biostatistics, 2008

2007

Fast Training of Self Organizing Maps for the Visual Exploration of Molecular Compounds.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2007

Improved SOM Learning Using Simulated Annealing.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks, 2007

2006

Context-Aware Visual Exploration of Molecular Datab.

[BibT_eX]

[DOI]

Proceedings of the Workshops Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

Antonino Fiannaca

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