Giorgio Valentini - Università degli Studi di Milano

Giorgio Valentini

Università degli Studi di Milano

Italy

Giorgio Valentini - Università degli Studi di Milano

Giorgio Valentini

Introduction

Primary Affiliation: Università degli Studi di Milano - Italy

Publications

23Publications

249Reads

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107PubMed Central Citations

Network-based drug ranking and repositioning with respect to DrugBank therapeutic categories.

IEEE/ACM Trans Comput Biol Bioinform 2013 Nov-Dec;10(6):1359-71

Universita degli Studi di Milano, Milano.

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http://dx.doi.org/10.1109/TCBB.2013.62DOI Listing
September 2014
11 Reads
12 Citations
1.440 Impact Factor

GOssTo: a stand-alone application and a web tool for calculating semantic similarities on the Gene Ontology.

Bioinformatics 2014 Aug 22;30(15):2235-6. Epub 2014 Mar 22.

Department of Computer Science, Royal Holloway, University of London, Egham, TW200EX, UK, School of Mathematics, Statistics & Applied Mathematics, National University of Ireland, Galway, School of Biological Sciences, Royal Holloway, University of London, Egham, TW200EX, UK and Dipartimento di Informatica, Università degli Studi di Milano, via Comelico 39/41, 20135 Milano, Italy.

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http://dx.doi.org/10.1093/bioinformatics/btu144DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4103586PMC
August 2014
17 Reads
9 Citations
4.981 Impact Factor

An extensive analysis of disease-gene associations using network integration and fast kernel-based gene prioritization methods.

Artif Intell Med 2014 Jun 20;61(2):63-78. Epub 2014 Mar 20.

AnacletoLab - Dipartimento di Informatica, Università degli Studi di Milano, via Comelico 39/41, 20135 Milano, Italy.

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http://dx.doi.org/10.1016/j.artmed.2014.03.003DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4070077PMC
June 2014
23 Reads
7 Citations
2.020 Impact Factor

A fast ranking algorithm for predicting gene functions in biomolecular networks.

IEEE/ACM Trans Comput Biol Bioinform 2012 Nov-Dec;9(6):1812-8

Dipartimento di Informatica, Università degli Studi di Milano, Via Comelico 39/41, I-20135 Milano, Italia.

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http://dx.doi.org/10.1109/TCBB.2012.114DOI Listing
July 2013
5 Reads
7 Citations
1.440 Impact Factor

A neural network algorithm for semi-supervised node label learning from unbalanced data.

Neural Netw 2013 Jul 6;43:84-98. Epub 2013 Feb 6.

Dipartimento di Informatica, Università degli Studi di Milano, Via Comelico 39, 20135 Milano, Italy.

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http://dx.doi.org/10.1016/j.neunet.2013.01.021DOI Listing
July 2013
3 Reads
2 Citations
2.710 Impact Factor

Cancer module genes ranking using kernelized score functions.

BMC Bioinformatics 2012 7;13 Suppl 14:S3. Epub 2012 Sep 7.

Dipartimento di Informatica, Università degli Studi di Milano, via Comelico 39/41, 20135 Milano MI, Italia.

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http://dx.doi.org/10.1186/1471-2105-13-S14-S3DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3439680PMC
May 2013
23 Reads
5 Citations
2.580 Impact Factor

A mathematical model for the validation of gene selection methods.

IEEE/ACM Trans Comput Biol Bioinform 2011 Sep-Oct;8(5):1385-92

Consiglio Nazionale delle Ricerche, Genova.

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http://dx.doi.org/10.1109/TCBB.2010.83DOI Listing
January 2012
2 Reads
2 Citations
1.440 Impact Factor

True path rule hierarchical ensembles for genome-wide gene function prediction.

IEEE/ACM Trans Comput Biol Bioinform 2011 May-Jun;8(3):832-47

Dipartimento di Scienze dell'Informazione,Università degli Studi di Milano, Via Comelico 39, Milano, Italy.

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http://dx.doi.org/10.1109/TCBB.2010.38DOI Listing
August 2011
2 Reads
12 Citations
1.440 Impact Factor

Fusarium oxysporum degradation and detoxification of a new textile-glycoconjugate azo dye (GAD).

Fungal Biol 2011 Jan 20;115(1):30-7. Epub 2010 Oct 20.

Dipartimento di Coltivazione e Difesa delle Specie Legnose G. Scaramuzzi, Sezione di Patologia Vegetale, Università di Pisa, Via del Borghetto 80 56124 Pisa, Italy.

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http://dx.doi.org/10.1016/j.funbio.2010.10.001DOI Listing
January 2011
9 Reads
1 Citation
2.342 Impact Factor

Noise tolerance of multiple classifier systems in data integration-based gene function prediction.

J Integr Bioinform 2010 Mar 25;7(3). Epub 2010 Mar 25.

Dipartimento di Scienze dell'Informazione, Università degli Studi di Milano, Milano, Italy.

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http://dx.doi.org/10.2390/biecoll-jib-2010-139DOI Listing
March 2010
9 Reads
1 Citation

XML-based approaches for the integration of heterogeneous bio-molecular data.

BMC Bioinformatics 2009 Oct 15;10 Suppl 12:S7. Epub 2009 Oct 15.

Università degli Studi di Milano, Via Comelico 39, Milan, Italy.

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http://dx.doi.org/10.1186/1471-2105-10-S12-S7DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC2762072PMC
October 2009
17 Reads
8 Citations
2.580 Impact Factor

Fuzzy ensemble clustering based on random projections for DNA microarray data analysis.

Artif Intell Med 2009 Feb-Mar;45(2-3):173-83. Epub 2008 Sep 17.

DSI, Dipartimento di Scienze dell' Informazione, Università degli Studi di Milano, Via Comelico 39, 20135 Milano, Italy.

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http://dx.doi.org/10.1016/j.artmed.2008.07.014DOI Listing
May 2009
21 Reads
3 Citations
2.020 Impact Factor

Computational intelligence and machine learning in bioinformatics.

Artif Intell Med 2009 Feb-Mar;45(2-3):91-6. Epub 2008 Oct 16.

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http://dx.doi.org/10.1016/j.artmed.2008.08.014DOI Listing
May 2009
5 Reads
1 Citation
2.020 Impact Factor

Growth evaluation of an antagonistic Trichoderma virens isolate by using a BOD OxiTop respirometric apparatus.

J Gen Appl Microbiol 2008 Oct;54(5):311-5

Department of Tree Science, Entomology and Plant Pathology G. Scaramuzzi, Plant Pathology Section, Faculty of Agriculture, University of Pisa, Via del Borghetto 80, Pisa, Italy.

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http://dx.doi.org/10.2323/jgam.54.311DOI Listing
October 2008
22 Reads
0.943 Impact Factor

HCGene: a software tool to support the hierarchical classification of genes.

Bioinformatics 2008 Mar 18;24(5):729-31. Epub 2008 Jan 18.

Dip. di Scienze dell'Informazione, Università degli Studi di Milano, Via Comelico 39, Italy.

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http://dx.doi.org/10.1093/bioinformatics/btn015DOI Listing
March 2008
4 Reads
2 Citations
4.981 Impact Factor

Model order selection for bio-molecular data clustering.

BMC Bioinformatics 2007 May 3;8 Suppl 2:S7. Epub 2007 May 3.

DSI, Dipartimento di Scienze dell'Informazione, Università degli Studi di Milano, Milano, Italy.

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http://dx.doi.org/10.1186/1471-2105-8-S2-S7DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC1892076PMC
May 2007
21 Reads
10 Citations
2.580 Impact Factor

Mosclust: a software library for discovering significant structures in bio-molecular data.

Bioinformatics 2007 Feb 24;23(3):387-9. Epub 2006 Nov 24.

DSI, Dipartimento di Scienze dell'Informazione, Università degli Studi di Milano, Via Comelico 39, Italy.

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http://dx.doi.org/10.1093/bioinformatics/btl600DOI Listing
February 2007
4 Reads
3 Citations
4.981 Impact Factor

Randomized maps for assessing the reliability of patients clusters in DNA microarray data analyses.

Artif Intell Med 2006 Jun 23;37(2):85-109. Epub 2006 May 23.

DSI, Dipartimento di Scienze dell' Informazione, Università degli Studi di Milano, Via Comelico 39, Milano, Italy.

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http://dx.doi.org/10.1016/j.artmed.2006.03.005DOI Listing
June 2006
6 Reads
3 Citations
2.020 Impact Factor

Clusterv: a tool for assessing the reliability of clusters discovered in DNA microarray data.

Bioinformatics 2006 Feb 6;22(3):369-70. Epub 2005 Dec 6.

DSI, Dipartimento di Scienze dell'Informazione, Università degli Studi di Milano, Via Comelico 39, Italy.

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http://dx.doi.org/10.1093/bioinformatics/bti817DOI Listing
February 2006
5 Reads
2 Citations
4.981 Impact Factor

An experimental bias-variance analysis of SVM ensembles based on resampling techniques.

IEEE Trans Syst Man Cybern B Cybern 2005 Dec;35(6):1252-71

Dipartimento di Scienze dell'Informazione, Università degli Studi di Milano, Italy.

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http://dx.doi.org/10.1109/tsmcb.2005.850183DOI Listing
December 2005
4 Reads
6.220 Impact Factor

Gene expression data analysis of human lymphoma using support vector machines and output coding ensembles.

Artif Intell Med 2002 Nov;26(3):281-304

Dipartimento di Informatica e Scienze dell'Informazione, Università di Genova, via Dodecaneso 35, 16146 Genova, Italy.

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http://dx.doi.org/10.1016/s0933-3657(02)00077-5DOI Listing
November 2002
4 Reads
5 Citations
2.020 Impact Factor