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130626 ||| eng |
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|a 9783642121593
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|a Schwenker, Friedhelm
|e [editor]
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|a Artificial Neural Networks in Pattern Recognition
|h Elektronische Ressource
|b 4th IAPR TC3 Workshop, ANNPR 2010, Cairo, Egypt, April 11-13, 2010, Proceedings
|c edited by Friedhelm Schwenker, Neamat El Gayar
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250 |
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|a 1st ed. 2010
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|a Berlin, Heidelberg
|b Springer Berlin Heidelberg
|c 2010, 2010
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|a XII, 280 p. 83 illus
|b online resource
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|a Supervised Learning -- Pattern Classification Using a Penalized Likelihood Method -- Evaluation of Feature Selection by Multiclass Kernel Discriminant Analysis -- Correlation-Based and Causal Feature Selection Analysis for Ensemble Classifiers -- A New Monte Carlo-Based Error Rate Estimator -- Recognition of Sequences of Graphical Patterns -- Maximum Echo-State-Likelihood Networks for Emotion Recognition -- Robustness Analysis of Eleven Linear Classifiers in Extremely High–Dimensional Feature Spaces -- Unsupervised Learning -- Global Coordination Based on Matrix Neural Gas for Dynamic Texture Synthesis -- SIC-Means: A Semi-fuzzy Approach for Clustering Data Streams Using C-Means -- The Mathematics of Divergence Based Online Learning in Vector Quantization -- Cluster Analysis of Cortical Pyramidal Neurons Using SOM -- Parallelized Kernel Patch Clustering -- Visual Pattern Recognition -- Neural Network Cascade for Facial Feature Localization -- A Hidden Markov Model Based Approach for Facial ExpressionRecognition in Image Sequences -- Analysis, Interpretation, and Recognition of Facial Action Units and Expressions Using Neuro-Fuzzy Modeling -- Content-Based Retrieval and Classification of Ultrasound Medical Images of Ovarian Cysts -- Applications -- A Novel Word Spotting Algorithm Using Bidirectional Long Short-Term Memory Neural Networks -- Swarm Based Fuzzy Discriminant Analysis for Multifunction Prosthesis Control -- Bayesian Learning of Generalized Gaussian Mixture Models on Biomedical Images -- Defective Areas Identification in Aircraft Components by Bivariate EMD Analysis of Ultrasound Signals -- Different Regions Identification in Composite Strain-Encoded (C-SENC) Images Using Machine Learning Techniques -- Exploiting Neural Networks to Enhance Trend Forecasting for Hotels Reservations -- VLSI Architecture of the Fuzzy Fingerprint Vault System -- Invited Talk -- Clustering Very Large Dissimilarity Data Sets
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653 |
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|a Artificial Intelligence
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653 |
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|a Algorithms
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|a Database Management
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|a Data mining
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653 |
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|a Application software
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|a Artificial intelligence
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653 |
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|a Data Mining and Knowledge Discovery
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|a Computer and Information Systems Applications
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653 |
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|a Automated Pattern Recognition
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653 |
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|a Database management
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653 |
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|a Pattern recognition systems
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700 |
1 |
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|a El Gayar, Neamat
|e [editor]
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041 |
0 |
7 |
|a eng
|2 ISO 639-2
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989 |
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|b Springer
|a Springer eBooks 2005-
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490 |
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|a Lecture Notes in Artificial Intelligence
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028 |
5 |
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|a 10.1007/978-3-642-12159-3
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4 |
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|u https://doi.org/10.1007/978-3-642-12159-3?nosfx=y
|x Verlag
|3 Volltext
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|a 006.4
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