Vittorio Fortino

25 papers Journal 24Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
Dual-stage optimizer for systematic overestimation adjustment applied to multi-objective genetic algorithms for biomarker selection.
Briefings Bioinform.
Luca Cattelani, Vittorio Fortino
2024 J jnl
A Comprehensive Evaluation Framework for Benchmarking Multi-Objective Feature Selection in Omics-Based Biomarker Discovery.
IEEE ACM Trans. Comput. Biol. Bioinform.
Luca Cattelani, Arindam Ghosh, Teemu J. Rintala, Vittorio Fortino
2024 J jnl
COPS: A novel platform for multi-omic disease subtype discovery via robust multi-objective evaluation of clustering algorithms.
PLoS Comput. Biol.
Teemu J. Rintala, Vittorio Fortino
2024 J jnl
Multi-objective genetic algorithm for multi-view feature selection.
Appl. Soft Comput.
Vandad Imani, Carlos Sevilla-Salcedo, Elaheh Moradi, Vittorio Fortino, Jussi Tohka
2024 J jnl
Multi-task deep latent spaces for cancer survival and drug sensitivity prediction.
Bioinform.
Teemu J. Rintala, Francesco Napolitano, Vittorio Fortino
2024 — conf
Optimizing Feature Selection for Binary Classification with Noisy Labels: A Genetic Algorithm Approach.
ACR
Vandad Imani, Elaheh Moradi, Carlos Sevilla-Salcedo, Vittorio Fortino, Jussi Tohka
2024 J jnl
Optimizing Feature Selection for Binary Classification with Noisy Labels: A Genetic Algorithm Approach.
CoRR
Vandad Imani, Elaheh Moradi, Carlos Sevilla-Salcedo, Vittorio Fortino, Jussi Tohka
2024 J jnl
Triple and quadruple optimization for feature selection in cancer biomarker discovery.
J. Biomed. Informatics
Luca Cattelani, Vittorio Fortino
2023 J jnl
DOSA-MO: Dual-stage Optimizer for Systematic overestimation Adjustment in Multi-Objective problems improves biomarker discovery.
CoRR
Luca Cattelani, Vittorio Fortino
2023 J jnl
Multi-Objective Genetic Algorithm for Multi-View Feature Selection.
CoRR
Vandad Imani, Carlos Sevilla-Salcedo, Vittorio Fortino, Jussi Tohka
2022 J jnl
EDTox: an R Shiny application to predict the endocrine disruption potential of compounds.
Bioinform.
Amirhossein Sakhteman, Arindam Ghosh, Vittorio Fortino
2022 J jnl
Improved NSGA-II algorithms for multi-objective biomarker discovery.
Bioinform.
Luca Cattelani, Vittorio Fortino
2022 J jnl
Network approaches for modeling the effect of drugs and diseases.
Briefings Bioinform.
Teemu J. Rintala, Arindam Ghosh, Vittorio Fortino
2021 J jnl
A systematic comparison of data- and knowledge-driven approaches to disease subtype discovery.
Briefings Bioinform.
Teemu J. Rintala, Antonio Federico, Leena Latonen, Dario Greco, Vittorio Fortino
2020 J jnl
An omics perspective on drug target discovery platforms.
Briefings Bioinform.
Jussi Paananen, Vittorio Fortino
2020 J jnl
Feature set optimization in biomarker discovery from genome-scale data.
Bioinform.
Vittorio Fortino, Giovanni Scala, Dario Greco
2020 J jnl
MaNGA: a novel multi-niche multi-objective genetic algorithm for QSAR modelling.
Bioinform.
Angela Serra, Serli Önlü, Paola Festa, Vittorio Fortino, Dario Greco
2020 J jnl
ThETA: transcriptome-driven efficacy estimates for gene-based TArget discovery.
Bioinform.
Mario Failli, Jussi Paananen, Vittorio Fortino
2019 J jnl
eUTOPIA: solUTion for Omics data PreprocessIng and Analysis.
Source Code Biol. Medicine
Veer Singh Marwah, Giovanni Scala, Pia Anneli Sofia Kinaret, Angela Serra, Harri Alenius, Vittorio Fortino, Dario Greco
2018 J jnl
INfORM: Inference of NetwOrk Response Modules.
Bioinform.
Veer Singh Marwah, Pia Anneli Sofia Kinaret, Angela Serra, Giovanni Scala, Antti Lauerma, Vittorio Fortino, Dario Greco
2016 J jnl
CONDOP: an R package for CONdition-Dependent Operon Predictions.
Bioinform.
Vittorio Fortino, Roberto Tagliaferri, Dario Greco
2015 J jnl
A multi-view genomic data simulator.
BMC Bioinform.
Michele Fratello, Angela Serra, Vittorio Fortino, Giancarlo Raiconi, Roberto Tagliaferri, Dario Greco
2015 J jnl
BACA: bubble chArt to compare annotations.
BMC Bioinform.
Vittorio Fortino, Harri Alenius, Dario Greco
2015 J jnl
MVDA: a multi-view genomic data integration methodology.
BMC Bioinform.
Angela Serra, Michele Fratello, Vittorio Fortino, Giancarlo Raiconi, Roberto Tagliaferri, Dario Greco
2014 J jnl
Transcriptome dynamics-based operon prediction in prokaryotes.
BMC Bioinform.
Vittorio Fortino, Olli-Pekka Smolander, Petri Auvinen, Roberto Tagliaferri, Dario Greco