Multiple classifier systems : Third International Workshop, MCS 2002 Cagliari, Italy, June 24 26, 2002 : proceedings
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| 格式: | Livre numérique |
| 語言: | Anglais |
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Berlin [etc.] :
Springer
[20..].
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| 叢編: | Lecture notes in computer science
2364 |
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| Edition sous un autre format: | • Multiple classifier systems, Third International Workshop, MCS 2002, Cagliari, Italy, June 24-26, 2002, Proceedings, Fabio Roli, Josef Kittler (eds.), Berlin, Springer, 2002, 1 vol. (XI-335 p.), Lecture notes in computer science, 3-540-43818-1 • Multiple Classifier Systems, Texte imprimé, 9783662165973 |
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| 111 | 2 | |a International Workshop on Multiple Classifier Systems |n (03 |d :2002 |c :Cagliari). | |
| 245 | 1 | 0 | |a Multiple classifier systems : |b Third International Workshop, MCS 2002 Cagliari, Italy, June 24 26, 2002 : proceedings |c [edited by] Fabio Roli, Josef Kittler. |
| 260 | |a Berlin [etc.] : |b Springer. | ||
| 260 | |a Cham : |b Springer Nature, |c [20..]. | ||
| 490 | 0 | |a Lecture notes in computer science |v 2364 |x 1611-3349 | |
| 500 | |a Archives Springer e-books (Licence nationale) | ||
| 500 | |a Archives Springer e-books (Licence nationale) | ||
| 505 | 0 | |a Invited Papers -- Multiclassifier Systems: Back to the Future -- Support Vector Machines, Kernel Logistic Regression and Boosting -- Multiple Classification Systems in the Context of Feature Extraction and Selection -- Bagging and Boosting -- Boosted Tree Ensembles for Solving Multiclass Problems -- Distributed Pasting of Small Votes -- Bagging and Boosting for the Nearest Mean Classifier: Effects of Sample Size on Diversity and Accuracy -- Highlighting Hard Patterns via AdaBoost Weights Evolution -- Using Diversity with Three Variants of Boosting: Aggressive, Conservative, and Inverse -- Ensemble Learning and Neural Networks -- Multistage Neural Network Ensembles -- Forward and Backward Selection in Regression Hybrid Network -- Types of Multinet System -- Discriminant Analysis and Factorial Multiple Splits in Recursive Partitioning for Data Mining -- Design Methodologies -- New Measure of Classifier Dependency in Multiple Classifier Systems -- A Discussion on the Classifier Projection Space for Classifier Combining -- On the General Application of the Tomographic Classifier Fusion Methodology -- Post-processing of Classifier Outputs in Multiple Classifier Systems -- Combination Strategies -- Trainable Multiple Classifier Schemes for Handwritten Character Recognition -- Generating Classifier Ensembles from Multiple Prototypes and Its Application to Handwriting Recognition -- Adaptive Feature Spaces for Land Cover Classification with Limited Ground Truth Data -- Stacking with Multi-response Model Trees -- On Combining One-Class Classifiers for Image Database Retrieval -- Analysis and Performance Evaluation -- Bias Variance Analysis and Ensembles of SVM -- An Experimental Comparison of Fixed and Trained Fusion Rules for Crisp Classifier Outputs -- Reduction of the Boasting Bias of Linear Experts.-Analysis of Linear and Order Statistics Combiners for Fusion of Imbalanced Classifiers -- Applications -- Boosting and Classification of Electronic Nose Data -- Content-Based Classification of Digital Photos -- Classifier Combination for In Vivo Magnetic Resonance Spectra of Brain Tumours -- Combining Classifiers of Pesticides Toxicity through a Neuro-fuzzy Approach -- A Multi-expert System for Movie Segmentation -- Decision Level Fusion of Intramodal Personal Identity Verification Experts -- An Experimental Comparison of Classifier Fusion Rules for Multimodal Personal Identity Verification Systems. | |
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| 506 | |a Conditions particulières de réutilisation pour les bénéficiaires des licences nationales. https://www.licencesnationales.fr/springer-nature-ebooks-contrat-licence-ln-2017 | ||
| 650 | |a Informatique | ||
| 650 | |a Apprentissage automatique | ||
| 650 | |a Algorithmes | ||
| 650 | |a Intelligence artificielle | ||
| 650 | |a Traitement d'images | ||
| 650 | |a Réseaux neuronaux (informatique) | ||
| 650 | |a Perception des structures | ||
| 650 | |a Actes de congrès | ||
| 700 | 1 | |a Kittler, Josef, |d 1946- |4 pbd | |
| 700 | 1 | |a Roli, Fabio, |d 1962- |4 pbd | |
| 776 | 0 | |0 069030200 |t Multiple classifier systems |o Third International Workshop, MCS 2002, Cagliari, Italy, June 24-26, 2002 |o Proceedings |f Fabio Roli, Josef Kittler (eds.) |c Berlin |n Springer |d 2002 |p 1 vol. (XI-335 p.) |s Lecture notes in computer science |z 3-540-43818-1 | |
| 776 | 0 | |t Multiple Classifier Systems |b Texte imprimé |z 9783662165973 | |
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