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Multiple Classifier Systems [2000]

1
Ensemble Methods in Machine Learning
2
Experiments with Classifier Combining Rules
3
The “Test and Select” Approach to Ensemble Combination
4
A Survey of Sequential Combination of Word Recognizers in Handwritten Phrase Recognition at CEDAR
5
Multiple Classifier Combination Methodologies for Different Output Levels
6
A Mathematically Rigorous Foundation for Supervised Learning
7
Classifier Combinations: Implementations and Theoretical Issues
8
Some Results on Weakly Accurate Base Learners for Boosting Regression and Classification
9
Complexity of Classification Problems and Comparative Advantages of Combined Classifiers
10
Effectiveness of Error Correcting Output Codes in Multiclass Learning Problems
11
Combining Fisher Linear Discriminants for Dissimilarity Representations
12
A Learning Method of Feature Selection for Rough Classification
13
Analysis of a Fusion Method for Combining Marginal Classifiers
14
A hybrid projection based and radial basis function architecture
15
Combining Multiple Classifiers in Probabilistic Neural Networks
16
Supervised Classifier Combination through Generalized Additive Multi-model
17
Dynamic Classifier Selection
18
Boosting in Linear Discriminant Analysis
19
Different Ways of Weakening Decision Trees and Their Impact on Classification Accuracy of DT Combination
20
Applying Boosting to Similarity Literals for Time Series Classification
21
Boosting of Tree-Based Classifiers for Predictive Risk Modeling in GIS
22
A New Evaluation Method for Expert Combination in Multi-expert System Designing
23
Diversity between Neural Networks and Decision Trees for Building Multiple Classifier Systems
24
Self-Organizing Decomposition of Functions
25
Classifier Instability and Partitioning
26
A Hierarchical Multiclassifier System for Hyperspectral Data Analysis
27
Consensus Based Classification of Multisource Remote Sensing Data
28
Combining Parametric and Nonparametric Classifiers for an Unsupervised Updating of Land-Cover Maps
29
A Multiple Self-Organizing Map Scheme for Remote Sensing Classification
30
Use of Lexicon Density in Evaluating Word Recognizers
31
A Multi-expert System for Dynamic Signature Verification
33
Architecture for Classifier Combination Using Entropy Measures
34
Combining Fingerprint Classifiers
35
Statistical Sensor Calibration for Fusion of Different Classifiers in a Biometric Person Recognition Framework
36
A Modular Neuro-Fuzzy Network for Musical Instruments Classification
37
Classifier Combination for Grammar-Guided Sentence Recognition
38
Shape Matching and Extraction by an Array of Figure-and-Ground Classifiers
330
A Cascaded Multiple Expert System for Verification
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