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Artificial Neural Networks in Pattern Recognition

Artificial Neural Networks in Pattern Recognition

          
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About the Book

A Decorrelation Approach for Pruning of Multilayer Perceptron Networks.- Entity Recognition.- Incremental Feature Selection by Block Addition and Block Deletion Using Least Squares SVRs.- Low-dimensional Data Representation in Data Analysis.- Analyzing dynamic ensemble selection techniques using dissimilarity Analysis.- Hidden Markov Models Based on Generalized Dirichlet Mixtures for Proportional Data Modeling.- Majority-Class aware Support Vector Domain Oversampling for Imbalanced Classification Problems.- Forward and Backward Forecasting Ensembles for the Estimation of Time Series Missing Data.- Dynamic Weighted Fusion of Adaptive Classifier Ensembles Based on Changing Data Streams: Combining Bipartite Graph Matching and Beam Search for Graph Edit Distance Approximation.- Computing Upper and Lower Bounds of Graph Edit Distance in Cubic Time.- Linear contrast classifiers in high-dimensional spaces.- A new multi-class fuzzy support vector machine algorithm.- A reinforcement learning algorithm to train a Tetris playing agent.- Bio-inspired optic ow from event-based neuromorphic sensor input.- Comparative Study of Feature Selection for White Blood Cell End-Shape Recognition for Arabic Handwritten Text Segmentation.- Intelligent Ensemble Systems for Modeling NASDAQ Microstructure: A Comparative Study.- Face Recognition based on Discriminative Dictionary with Multilevel Feature Fusion.- Ensembles in Ubiquitous Healthcare Systems.


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Product Details
  • ISBN-13: 9783319116556
  • Publisher: Springer
  • Publisher Imprint: Springer
  • Edition: 2014 ed.
  • Language: English
  • Returnable: Y
  • Spine Width: 16 mm
  • Weight: 427 gr
  • ISBN-10: 331911655X
  • Publisher Date: 23 Sep 2014
  • Binding: Paperback
  • Height: 234 mm
  • No of Pages: 289
  • Series Title: Lecture Notes in Computer Science / Lecture Notes in Artificial Intelligence
  • Sub Title: 6th Iapr Tc 3 International Workshop, Annpr 2014, Montreal, Qc, Canada, October 6-8, 2014, Proceedings
  • Width: 156 mm


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