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MCS
2010
Springer

333views Pattern Recognition» more MCS 2010»

Some Thoughts at the Interface of Ensemble Methods and Feature Selection

14 years 7 months ago

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Gavin Brown

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Id	Views	Title	Status

1	333	Some Thoughts at the Interface of Ensemble Methods and Feature Selection	claim
2	316	Incremental Learning of New Classes in Unbalanced Datasets: Learn + + .UDNC	claim
3	275	Combining Multiple Kernels by Augmenting the Kernel Matrix	claim
4	239	Choosing Parameters for Random Subspace Ensembles for fMRI Classification	claim
5	227	Selecting Structural Base Classifiers for Graph-Based Multiple Classifier Systems	claim
6	217	Class-Separability Weighting and Bootstrapping in Error Correcting Output Code Ensembles	claim
7	206	Estimation of the Number of Clusters Using Multiple Clustering Validity Indices	claim
8	204	MinT - Architecture and applications of the (t, m, s)-net and OOA database	claim
9	195	Online Non-stationary Boosting	claim
10	193	Multi-information Ensemble Diversity	claim
11	193	A Multi-Classifier System for Off-Line Signature Verification Based on Dissimilarity Representation	claim
12	192	Dynamic Selection of Ensembles of Classifiers Using Contextual Information	claim
13	185	Goal-oriented a posteriori error estimates for transport problems	claim
14	183	Tomographic Considerations in Ensemble Bias/Variance Decomposition	claim
15	176	A numerical algorithm for avascular tumor growth model	claim
16	167	Connecting the 3D DGS Calques3D with the CAS Maple	claim
17	158	"Good" and "Bad" Diversity in Majority Vote Ensembles	claim
18	158	Improving Multilabel Classification Performance by Using Ensemble of Multi-label Classifiers	claim
19	152	Fill-ins number reducing direct solver designed for FIT-type matrix	claim
20	151	Distributed implementation of the adaptive kinetic Monte Carlo method	claim
21	148	Monte Carlo linear solvers with non-diagonal splitting	claim
22	148	A multigrid solver for phase field simulation of microstructure evolution	claim
23	145	A Support Kernel Machine for Supervised Selective Combining of Diverse Pattern-Recognition Modalities	claim
24	144	A finite volume scheme for cardiac propagation in media with isotropic conductivities	claim
25	142	Discontinuous Galerkin solution of compressible flow in time-dependent domains	claim
26	140	2D vertex modeling for the simulation of grain growth and related phenomena	claim
27	136	Multiple Classifier Systems under Attack	claim
28	135	Discrete maximum principle for parabolic problems solved by prismatic finite elements	claim
29	130	Resolution-stationary random number generators	claim
30	128	An Experimental Comparison of Hierarchical Bayes and True Path Rule Ensembles for Protein Function Prediction	claim
31	126	A review of some a posteriori error estimates for adaptive finite element methods	claim
32	123	Pricing American options using a space-time adaptive finite difference method	claim
33	115	Application of Biased Metropolis Algorithms: From protons to proteins	claim

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