Stefano Merler

2008
21	EE	Giuseppe Jurman, Stefano Merler, Annalisa Barla, Silvano Paoli, Antonio Galea, Cesare Furlanello: Algebraic stability indicators for ranked lists in molecular profiling. Bioinformatics 24(2): 258-264 (2008)
20	EE	Annalisa Barla, Giuseppe Jurman, Samantha Riccadonna, Stefano Merler, Marco Chierici, Cesare Furlanello: Machine learning methods for predictive proteomics. Briefings in Bioinformatics 9(2): 119-128 (2008)
19	EE	Silvano Paoli, Giuseppe Jurman, Davide Albanese, Stefano Merler, Cesare Furlanello: Integrating gene expression profiling and clinical data. Int. J. Approx. Reasoning 47(1): 58-69 (2008)
2007
18	EE	Stefano Merler, Giuseppe Jurman, Cesare Furlanello: Deriving the Kernel from Training Data. MCS 2007: 32-41
17	EE	Stefano Merler, Bruno Caprile, Cesare Furlanello: Parallelizing AdaBoost by weights dynamics. Computational Statistics & Data Analysis 51(5): 2487-2498 (2007)
16	EE	Samantha Riccadonna, Giuseppe Jurman, Stefano Merler, Silvano Paoli, A. Quattrone, Cesare Furlanello: Supervised classification of combined copy number and gene expression data. J. Integrative Bioinformatics 4(3): (2007)
2006
15	EE	Annalisa Barla, Bettina Irler, Stefano Merler, Giuseppe Jurman, Silvano Paoli, Cesare Furlanello: Proteome Profiling without Selection Bias. CBMS 2006: 941-946
14	EE	Stefano Merler, Giuseppe Jurman: Terminated Ramp-Support Vector Machines: A nonparametric data dependent kernel. Neural Networks 19(10): 1597-1611 (2006)
2005
13	EE	Stefano Merler, Cesare Furlanello, Giuseppe Jurman: Machine Learning on Historic Air Photographs for Mapping Risk of Unexploded Bombs. ICIAP 2005: 735-742
12	EE	Silvano Paoli, Giuseppe Jurman, Davide Albanese, Stefano Merler, Cesare Furlanello: Semisupervised Profiling of Gene Expressions and Clinical Data. WILF 2005: 284-289
11	EE	Cesare Furlanello, Maria Serafini, Stefano Merler, Giuseppe Jurman: Semisupervised Learning for Molecular Profiling. IEEE/ACM Trans. Comput. Biology Bioinform. 2(2): 110-118 (2005)
2004
10	EE	Bruno Caprile, Stefano Merler, Cesare Furlanello, Giuseppe Jurman: Exact Bagging with k-Nearest Neighbour Classifiers. Multiple Classifier Systems 2004: 72-81
9	EE	Stefano Merler, Bruno Caprile, Cesare Furlanello: Bias-Variance Control Via Hard Points Shaving. IJPRAI 18(5): 891-903 (2004)
2003
8	EE	Cesare Furlanello, Maria Serafini, Stefano Merler, Giuseppe Jurman: Entropy-based gene ranking without selection bias for the predictive classification of microarray data. BMC Bioinformatics 4: 54 (2003)
7	EE	Stefano Merler, Cesare Furlanello, Barbara Larcher, Andrea Sboner: Automatic model selection in cost-sensitive boosting. Information Fusion 4(1): 3-10 (2003)
6	EE	Cesare Furlanello, Maria Serafini, Stefano Merler, Giuseppe Jurman: An accelerated procedure for recursive feature ranking on microarray data. Neural Networks 16(5-6): 641-648 (2003)
2002
5	EE	Bruno Caprile, Cesare Furlanello, Stefano Merler: Highlighting Hard Patterns via AdaBoost Weights Evolution. Multiple Classifier Systems 2002: 72-80
4	EE	Bruno Caprile, Cesare Furlanello, Stefano Merler: The Dynamics of AdaBoost Weights Tells You What's Hard to Classify CoRR cs.LG/0201014: (2002)
2001
3	EE	Stefano Merler, Cesare Furlanello, Barbara Larcher, Andrea Sboner: Tuning Cost-Sensitive Boosting and Its Application to Melanoma Diagnosis. Multiple Classifier Systems 2001: 32-42
2000
2	EE	Cesare Furlanello, Stefano Merler: Boosting of Tree-Based Classifiers for Predictive Risk Modeling in GIS. Multiple Classifier Systems 2000: 220-229
1997
1	EE	Cesare Furlanello, Diego Giuliani, Edmondo Trentin, Stefano Merler: Speaker Normalization and Model Selection of Combined Neural Networks. Connect. Sci. 9(1): 31-50 (1997)

Coauthor Index

1	Davide Albanese	[12] [19]
2	Annalisa Barla	[15] [20] [21]
3	Bruno Caprile	[4] [5] [9] [10] [17]
4	Marco Chierici	[20]
5	Cesare Furlanello	[1] [2] [3] [4] [5] [6] [7] [8] [9] [10] [11] [12] [13] [15] [16] [17] [18] [19] [20] [21]
6	Antonio Galea	[21]
7	Diego Giuliani	[1]
8	Bettina Irler	[15]
9	Giuseppe Jurman	[6] [8] [10] [11] [12] [13] [14] [15] [16] [18] [19] [20] [21]
10	Barbara Larcher	[3] [7]
11	Silvano Paoli	[12] [15] [16] [19] [21]
12	A. Quattrone	[16]
13	Samantha Riccadonna	[16] [20]
14	Andrea Sboner	[3] [7]
15	Maria Serafini	[6] [8] [11]
16	Edmondo Trentin	[1]