Antonino Fiannaca

发表

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

Antonino Fiannaca, Massimo La Rosa, Salvatore Gaglio, 2012, 2012 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB).

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

Antonino Fiannaca, Massimo La Rosa, Salvatore Gaglio, 2013, BMC Bioinformatics.

MiRNA therapeutics based on logic circuits of biological pathways

Antonino Fiannaca, Riccardo Rizzo, Alfonso Urso, 2019, BMC Bioinformatics.

A Proposed Knowledge Based Approach for Solving Proteomics Issues

Daniele Peri, Antonino Fiannaca, Massimo La Rosa, 2009, CIBB.

nRC: non-coding RNA Classifier based on structural features

Antonino Fiannaca, Massimo La Rosa, Riccardo Rizzo, 2017, BioData Mining.

Artificial Neural Networks and Machine Learning – ICANN 2017 - 26th International Conference on Artificial Neural Networks, Proceedings

Costas S. Iliopoulos, Solon P. Pissis, Antonino Fiannaca, 2017, ICANN 2017.

miRTissue ce: extending miRTissue web service with the analysis of ceRNA-ceRNA interactions

Antonino Fiannaca, Massimo La Rosa, Riccardo Rizzo, 2020, BMC Bioinformatics.

Querying and analyzing biological data with BioGraph

Antonino Fiannaca, Massimo La Rosa, Antonio Messina, 2017 .

An ontological-based knowledge organization for bioinformatics workflow management system

Antonino Fiannaca, Massimo La Rosa, Salvatore Gaglio, 2012 .

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

Antonino Fiannaca, Massimo La Rosa, Antonio Messina, 2016, ITBAM.

Identification of Key miRNAs in Regulation of PPI Networks

Antonino Fiannaca, Massimo La Rosa, Giosuè Lo Bosco, 2018, CIBB.

A New Linear Initialization in SOM for Biomolecular Data

Giuseppe Di Fatta, Antonino Fiannaca, Salvatore Gaglio, 2008, CIBB.

Gremlin Language for Querying the BiographDB Integrated Biological Database

Antonino Fiannaca, Massimo La Rosa, Riccardo Rizzo, 2017, IWBBIO.

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

Antonino Fiannaca, Massimo La Rosa, Riccardo Rizzo, 2016, CompSysTech.

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

Antonino Fiannaca, Massimo La Rosa, Riccardo Rizzo, 2012, CIBB.

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

Antonino Fiannaca, Massimo La Rosa, Riccardo Rizzo, 2013, BMC Bioinformatics.

Analysis of miRNA expression profiles in breast cancer using biclustering

Antonino Fiannaca, Massimo La Rosa, Riccardo Rizzo, 2015, BMC Bioinformatics.

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

Antonino Fiannaca, Massimo La Rosa, Riccardo Rizzo, 2019, BMC Bioinformatics.

Data Mining: Prediction Methods

Antonino Fiannaca, Massimo La Rosa, Riccardo Rizzo, 2019, Encyclopedia of Bioinformatics and Computational Biology.

Analysis of DNA Barcode Sequences Using Neural Gas and Spectral Representation

Antonino Fiannaca, Massimo La Rosa, Riccardo Rizzo, 2013, EANN.

A Deep Learning Approach to DNA Sequence Classification

Antonino Fiannaca, Massimo La Rosa, Riccardo Rizzo, 2015, CIBB.

Knowledge organization for modelling workflows in Taverna environment

Antonino Fiannaca, Massimo La Rosa, Salvatore Gaglio, 2014, 22nd Mediterranean Conference on Control and Automation.

Deep learning models for bacteria taxonomic classification of metagenomic data

Antonino Fiannaca, Massimo La Rosa, Salvatore Gaglio, 2018, BMC Bioinformatics.

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

Antonino Fiannaca, Massimo La Rosa, Riccardo Rizzo, 2014, CIBB.

Genomic Sequence Classification Using Probabilistic Topic Modeling

Antonino Fiannaca, Massimo La Rosa, Riccardo Rizzo, 2013, CIBB.

Variable Ranking Feature Selection for the Identification of Nucleosome Related Sequences

Antonino Fiannaca, Massimo La Rosa, Riccardo Rizzo, 2018, ADBIS.

DNA Barcode Classification Using General Regression Neural Network with Different Distance Models

Antonino Fiannaca, Massimo La Rosa, Riccardo Rizzo, 2015 .

Clustering Quality and Topology Preservation in Fast Learning SOMs

Giuseppe Di Fatta, Antonino Fiannaca, Salvatore Gaglio, 2008, ICANN.

A Problem-Driven Approach for Building a Bioinformatics GraphDB

Antonino Fiannaca, Massimo La Rosa, Riccardo Rizzo, 2016, CIBB.

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

Antonino Fiannaca, Massimo La Rosa, Riccardo Rizzo, 2015, Artif. Intell. Medicine.

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

Antonino Fiannaca, Massimo La Rosa, Antonio Messina, 2018, BMC Systems Biology.

A New SOM Initialization Algorithm for Nonvectorial Data

Antonino Fiannaca, Salvatore Gaglio, Riccardo Rizzo, 2008, KES.

Data Mining: Classification and Prediction

Antonino Fiannaca, Massimo La Rosa, Riccardo Rizzo, 2019, Encyclopedia of Bioinformatics and Computational Biology.

MiRNATIP: a SOM-based miRNA-target interactions predictor

Antonino Fiannaca, Massimo La Rosa, Riccardo Rizzo, 2016, BMC Bioinformatics.

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

Giuseppe Di Fatta, Antonino Fiannaca, Massimo La Rosa, 2014, Journal of Cheminformatics.

A Knowledge Based Decision Support System for Bioinformatics and System Biology

Daniele Peri, Antonino Fiannaca, Massimo La Rosa, 2010, CIBB.

An Intelligent System for Building Bioinformatics Workflows

Antonino Fiannaca, Massimo La Rosa, Salvatore Gaglio, 2012, 2012 Sixth International Conference on Complex, Intelligent, and Software Intensive Systems.

A Deep Learning Model for Epigenomic Studies

Antonino Fiannaca, Massimo La Rosa, Riccardo Rizzo, 2016, 2016 12th International Conference on Signal-Image Technology & Internet-Based Systems (SITIS).

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

Antonino Fiannaca, Massimo La Rosa, Giosuè Lo Bosco, 2020, BMC Bioinformatics.

FastTraining ofSelfOrganizing MapsfortheVisual Exploration ofMolecular Compounds

Antonino Fiannaca, Riccardo Rizzo, Alfonso Urso, 2007 .

Probabilistic topic modeling for the analysis and classification of genomic sequences

Antonino Fiannaca, Massimo La Rosa, Riccardo Rizzo, 2015, BMC Bioinformatics.

Improved SOM Learning Using Simulated Annealing

Giuseppe Di Fatta, Antonino Fiannaca, Salvatore Gaglio, 2007, ICANN.

An Intelligent System for Decision Support in Bioinformatics

Daniele Peri, Antonino Fiannaca, Massimo La Rosa, 2011, ERCIM News.

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

Giuseppe Di Fatta, Antonino Fiannaca, Salvatore Gaglio, 2007, 2007 International Joint Conference on Neural Networks.

An expert system hybrid architecture to support experiment management

Antonino Fiannaca, Massimo La Rosa, Salvatore Gaglio, 2014, Expert Syst. Appl..

Context-Aware Visual Exploration of Molecular Datab

Giuseppe Di Fatta, Antonino Fiannaca, Salvatore Gaglio, 2006, Sixth IEEE International Conference on Data Mining - Workshops (ICDMW'06).

Simulated annealing technique for fast learning of SOM networks

Giuseppe Di Fatta, Antonino Fiannaca, Salvatore Gaglio, 2013, Neural Computing and Applications.

miRTissue: a web application for the analysis of miRNA-target interactions in human tissues

Antonino Fiannaca, Alfonso Urso, Laura La Paglia, 2018, BMC Bioinformatics.

Classification of Sequences with Deep Artificial Neural Networks: Representation and Architectural Issues

Antonino Fiannaca, Massimo La Rosa, Riccardo Rizzo, 2021, Deep Learning for Biomedical Data Analysis.

Analysis of barcode sequences by means of compression-based methods

Antonino Fiannaca, Riccardo Rizzo, Alfonso Urso, 2012 .

Pelagic species identification by using a PNN neural network and echo-sounder data

Costas S. Iliopoulos, Solon P. Pissis, Antonino Fiannaca, 2017, ICANN 2017.