MCS 2007 - PDF Preprint Papers

MCS 2007 Multiple Classifier Systems

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MCS
2007
Springer

295views Pattern Recognition» more MCS 2007»

An Experimental Study on Rotation Forest Ensembles

14 years 6 months ago

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Rotation Forest is a recently proposed method for building classiﬁer ensembles using independently trained decision trees. It was found to be more accurate than bagging, AdaBoost...

Ludmila I. Kuncheva, Juan José Rodrí...

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Id	Views	Title	Status

1	295	An Experimental Study on Rotation Forest Ensembles	claim
2	236	Random Feature Subset Selection for Ensemble Based Classification of Data with Missing Features	claim
3	218	Parallel unstructured mesh generation by an advancing front method	claim
4	195	Fusion of Support Vector Classifiers for Parallel Gabor Methods Applied to Face Verification	claim
5	176	Cooperative Coevolutionary Ensemble Learning	claim
6	172	Computing the principal eigenvalue of the Laplace operator by a stochastic method	claim
7	160	A New HMM-Based Ensemble Generation Method for Numeral Recognition	claim
8	155	Stopping Criteria for Ensemble-Based Feature Selection	claim
9	154	Classifier Combining Rules Under Independence Assumptions	claim
10	148	Serial Fusion of Fingerprint and Face Matchers	claim
11	145	Applying Data Fusion Methods to Passage Retrieval in QAS	claim
12	144	Index Driven Combination of Multiple Biometric Experts for AUC Maximisation	claim
13	134	The mixed trunsored model with applications to SARS	claim
14	134	The effect of contact interface on dynamic characteristics of composite structures	claim
15	132	Boosting Lite - Handling Larger Datasets and Slower Base Classifiers	claim
16	132	An Ensemble Approach for Incremental Learning in Nonstationary Environments	claim
17	130	A simulation approach on Cronbach's alpha statistical significance	claim
18	129	Continuous and discrete homotopy operators: A theoretical approach made concrete	claim
19	127	Selecting Diversifying Heuristics for Cluster Ensembles	claim
20	127	Group-Induced Vector Spaces	claim
21	127	Delay-dependent stability analysis for uncertain neutral systems with time-varying delays	claim
22	126	Stability of plane waves on deep water with dissipation	claim
23	121	Finite element approach to modelling evolution of 3D shape memory materials	claim
24	120	Bayesian Analysis of Linear Combiners	claim
25	120	Nonlinearity from linearity: The Ermakov-Pinney equation revisited	claim
26	120	Discrete conservation of nonnegativity for elliptic problems solved by the hp-FEM	claim
27	115	Applying Pairwise Fusion Matrix on Fusion Functions for Classifier Combination	claim
28	111	The pricing of options for securities markets with delayed response	claim
29	110	Exploiting Diversity in Ensembles: Improving the Performance on Unbalanced Datasets	claim
30	110	Elastic and inelastic line-soliton solutions of the Kadomtsev-Petviashvili II equation	claim
31	106	Hierarchical Behavior Knowledge Space	claim
32	105	A domain decomposition solver for ferromagnetism	claim
33	103	SpectrUW: A laboratory for the numerical exploration of spectra of linear operators	claim
34	99	Stability analysis of a degenerate hyperbolic system modelling a heat exchanger	claim
35	97	Elasto-plasticity model in structural optimization of composite materials with periodic microstructures	claim

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