|
|
|
|
| LEADER |
04384nmm a2200421 u 4500 |
| 001 |
EB000384113 |
| 003 |
EBX01000000000000000237165 |
| 005 |
00000000000000.0 |
| 007 |
cr||||||||||||||||||||| |
| 008 |
130626 ||| eng |
| 020 |
|
|
|a 9783642121272
|
| 100 |
1 |
|
|a El Gayar, Neamat
|e [editor]
|
| 245 |
0 |
0 |
|a Multiple Classifier Systems
|h Elektronische Ressource
|b 9th International Workshop, MCS 2010, Cairo, Egypt, April 7-9, 2010, Proceedings
|c edited by Neamat El Gayar, Josef Kittler, Fabio Roli
|
| 250 |
|
|
|a 1st ed. 2010
|
| 260 |
|
|
|a Berlin, Heidelberg
|b Springer Berlin Heidelberg
|c 2010, 2010
|
| 300 |
|
|
|a X, 328 p. 77 illus
|b online resource
|
| 505 |
0 |
|
|a Applications -- Forecast Combination Strategies for Handling Structural Breaks for Time Series Forecasting -- A Multiple Classifier System for Classification of LIDAR Remote Sensing Data Using Multi-class SVM -- A Multi-Classifier System for Off-Line Signature Verification Based on Dissimilarity Representation -- A Multi-objective Sequential Ensemble for Cluster Structure Analysis and Visualization and Application to Gene Expression -- Combining 2D and 3D Features to Classify Protein Mutants in HeLa Cells -- An Experimental Comparison of Hierarchical Bayes and True Path Rule Ensembles for Protein Function Prediction -- Recognizing Combinations of Facial Action Units with Different Intensity Using a Mixture of Hidden Markov Models and Neural Network -- Invited Papers -- Some Thoughts at the Interface of Ensemble Methods and Feature Selection -- Multiple Classifier Systems for the Recogonition of Human Emotions -- Erratum -- Erratum
|
| 505 |
0 |
|
|a Classifier Ensembles(I) -- Weighted Bagging for Graph Based One-Class Classifiers -- Improving Multilabel Classification Performance by Using Ensemble of Multi-label Classifiers -- New Feature Splitting Criteria for Co-training Using Genetic Algorithm Optimization -- Incremental Learning of New Classes in Unbalanced Datasets: Learn?+?+?.UDNC -- Tomographic Considerations in Ensemble Bias/Variance Decomposition -- Choosing Parameters for Random Subspace Ensembles for fMRI Classification -- Classifier Ensembles(II) -- An Experimental Study on Ensembles of Functional Trees -- Multiple Classifier Systems under Attack -- SOCIAL: Self-Organizing ClassIfier ensemble for Adversarial Learning -- Unsupervised Change-Detection in Retinal Images by a Multiple-Classifier Approach -- A Double Pruning Algorithm for Classification Ensembles -- Estimation of the Number of Clusters Using Multiple Clustering Validity Indices -- Classifier Diversity --
|
| 505 |
0 |
|
|a “Good” and “Bad” Diversity in Majority Vote Ensembles -- Multi-information Ensemble Diversity -- Classifier Selection -- Dynamic Selection of Ensembles of Classifiers Using Contextual Information -- Selecting Structural Base Classifiers for Graph-Based Multiple Classifier Systems -- Combining Multiple Kernels -- A Support Kernel Machine for Supervised Selective Combining of Diverse Pattern-Recognition Modalities -- Combining Multiple Kernels by Augmenting the Kernel Matrix -- Boosting and Bootstrapping -- Class-Separability Weighting and Bootstrapping in Error Correcting Output Code Ensembles -- Boosted Geometry-Based Ensembles -- Online Non-stationary Boosting -- Handwriting Recognition -- Combining Neural Networks to Improve Performance of Handwritten Keyword Spotting -- Combining Committee-Based Semi-supervised and Active Learning and Its Application toHandwritten Digits Recognition -- Using Diversity in Classifier Set Selection for Arabic Handwritten Recognition --
|
| 653 |
|
|
|a Computer science
|
| 653 |
|
|
|a Artificial Intelligence
|
| 653 |
|
|
|a Algorithms
|
| 653 |
|
|
|a Database Management
|
| 653 |
|
|
|a Application software
|
| 653 |
|
|
|a Artificial intelligence
|
| 653 |
|
|
|a Computer and Information Systems Applications
|
| 653 |
|
|
|a Theory of Computation
|
| 653 |
|
|
|a Automated Pattern Recognition
|
| 653 |
|
|
|a Database management
|
| 653 |
|
|
|a Pattern recognition systems
|
| 700 |
1 |
|
|a Kittler, Josef
|e [editor]
|
| 700 |
1 |
|
|a Roli, Fabio
|e [editor]
|
| 041 |
0 |
7 |
|a eng
|2 ISO 639-2
|
| 989 |
|
|
|b Springer
|a Springer eBooks 2005-
|
| 490 |
0 |
|
|a Theoretical Computer Science and General Issues
|
| 028 |
5 |
0 |
|a 10.1007/978-3-642-12127-2
|
| 856 |
4 |
0 |
|u https://doi.org/10.1007/978-3-642-12127-2?nosfx=y
|x Verlag
|3 Volltext
|
| 082 |
0 |
|
|a 006.3
|