Giorgio Valentini
Giorgio Valentini
Computer Science Dept. - University of Milan
Verified email at di.unimi.it - Homepage
Title
Cited by
Cited by
Year
Ensembles of learning machines
G Valentini, F Masulli
Italian workshop on neural nets, 3-20, 2002
3672002
Bias-variance analysis of support vector machines for the development of SVM-based ensemble methods
G Valentini, TG Dietterich
Journal of Machine Learning Research 5 (Jul), 725-775, 2004
2872004
An expanded evaluation of protein function prediction methods shows an improvement in accuracy
Y Jiang, TR Oron, ..., G Valentini, ..., I Friedberg, P Radivojac
Genome Biology 17 (184), 2016
2242016
A Whole-Genome Analysis Framework for Effective Identification of Pathogenic Regulatory Variants in Mendelian Disease
D Smedley, M Schubach, JOB Jacobsen, S Köhler, T Zemojtel, ...
American Journal of Human Genetics 99 (3), 595-606, 2016
1302016
True Path Rule hierarchical ensembles for genome-wide gene function prediction
G Valentini
Computational Biology and Bioinformatics, IEEE/ACM Transactions on 8 (3 …, 2011
1212011
Cancer recognition with bagged ensembles of support vector machines
G Valentini, M Muselli, F Ruffino
Neurocomputing 56, 461-466, 2004
1032004
Fuzzy ensemble clustering based on random projections for DNA microarray data analysis
R Avogadri, G Valentini
Artificial Intelligence in Medicine 45 (2-3), 173-183, 2009
942009
Low bias bagged support vector machines
G Valentini, TG Dietterich
Proceedings of the 20th International Conference on Machine Learning (ICML …, 2003
882003
Synergy of multi-label hierarchical ensembles, data fusion, and cost-sensitive methods for gene functional inference
N Cesa-Bianchi, M Re, G Valentini
Machine Learning 88 (1), 209-241, 2012
812012
An experimental bias-variance analysis of SVM ensembles based on resampling techniques
G Valentini
IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 35 …, 2005
782005
Bio-molecular cancer prediction with random subspace ensembles of support vector machines
A Bertoni, R Folgieri, G Valentini
Neurocomputing 63, 535-539, 2005
772005
Ensemble methods: a review
M Re, G Valentini
Advances in Machine Learning and Data Mining for Astronomy, 563-594, 2012
662012
Gene expression data analysis of human lymphoma using support vector machines and output coding ensembles
G Valentini
Artificial Intelligence in Medicine 26 (3), 281-304, 2002
662002
Comparing decomposition methods for classification
F Masulli, G Valentini
KES'2000. Fourth International Conference on Knowledge-Based Intelligent …, 2000
632000
Support vector machines for candidate nodules classification
P Campadelli, E Casiraghi, G Valentini
Neurocomputing 68, 281-288, 2005
582005
Efficient decision-making in a self-organizing robot swarm: On the speed versus accuracy trade-off
G Valentini, H Hamann, M Dorigo
Proceedings of the 2015 International Conference on Autonomous Agents and …, 2015
552015
Effectiveness of error correcting output codes in multiclass learning problems
F Masulli, G Valentini
International Workshop on Multiple Classifier Systems, 107-116, 2000
552000
Model order selection for bio-molecular data clustering
A Bertoni, G Valentini
BMC bioinformatics 8 (2), S7, 2007
532007
GOssTo: a stand-alone application and a web tool for calculating semantic similarities on the Gene Ontology
H Caniza, AE Romero, S Heron, H Yang, A Devoto, M Frasca, M Mesiti, ...
Bioinformatics 30 (15), 2235-2236, 2014
512014
An extensive analysis of disease-gene associations using network integration and fast kernel-based gene prioritization methods
G Valentini, A Paccanaro, H Caniza, AE Romero, M Re
Artificial Intelligence in Medicine, 2014
492014
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Articles 1–20