Artificial Neural Networks in Pattern Recognition: 6th IAPR TC 3 International Workshop, ANNPR 2014, Montreal, QC, Canada, October 6-8, 2014. Proceedings

Front Matter....Pages -
Large Margin Distribution Learning....Pages 1-11
A Decorrelation Approach for Pruning of Multilayer Perceptron Networks....Pages 12-22
Unsupervised Active Learning of CRF Model for Cross-Lingual Named Entity Recognition....Pages 23-34
Incremental Feature Selection by Block Addition and Block Deletion Using Least Squares SVRs....Pages 35-46
Low-Dimensional Data Representation in Data Analysis....Pages 47-58
Analyzing Dynamic Ensemble Selection Techniques Using Dissimilarity Analysis....Pages 59-70
Hidden Markov Models Based on Generalized Dirichlet Mixtures for Proportional Data Modeling....Pages 71-82
Majority-Class Aware Support Vector Domain Oversampling for Imbalanced Classification Problems....Pages 83-92
Forward and Backward Forecasting Ensembles for the Estimation of Time Series Missing Data....Pages 93-104
Dynamic Weighted Fusion of Adaptive Classifier Ensembles Based on Changing Data Streams....Pages 105-116
Combining Bipartite Graph Matching and Beam Search for Graph Edit Distance Approximation....Pages 117-128
Computing Upper and Lower Bounds of Graph Edit Distance in Cubic Time....Pages 129-140
Linear Contrast Classifiers in High-Dimensional Spaces....Pages 141-152
A New Multi-class Fuzzy Support Vector Machine Algorithm....Pages 153-164
A Reinforcement Learning Algorithm to Train a Tetris Playing Agent....Pages 165-170
Bio-Inspired Optic Flow from Event-Based Neuromorphic Sensor Input....Pages 171-182
Prediction of Insertion-Site Preferences of Transposons Using Support Vector Machines and Artificial Neural Networks....Pages 183-192
Automatic Bridge Crack Detection – A Texture Analysis-Based Approach....Pages 193-203
Part-Based High Accuracy Recognition of Serial Numbers in Bank Notes....Pages 204-215
Comparative Study of Feature Selection for White Blood Cell Differential Counts in Low Resolution Images....Pages 216-227
End-Shape Recognition for Arabic Handwritten Text Segmentation....Pages 228-239
Intelligent Ensemble Systems for Modeling NASDAQ Microstructure: A Comparative Study....Pages 240-251
Face Recognition Based on Discriminative Dictionary with Multilevel Feature Fusion....Pages 252-263
Investigating of Preprocessing Techniques and Novel Features in Recognition of Handwritten Arabic Characters....Pages 264-276
A Time Series Classification Approach for Motion Analysis Using Ensembles in Ubiquitous Healthcare Systems....Pages 277-288
Back Matter....Pages -