Artificial Neural Networks in Pattern Recognition: 7th IAPR TC3 Workshop, ANNPR 2016, Ulm, Germany, September 28–30, 2016, Proceedings

Front Matter....Pages I-XI
Front Matter....Pages 1-1
Learning Sequential Data with the Help of Linear Systems....Pages 3-17
A Spiking Neural Network for Personalised Modelling of Electrogastrography (EGG)....Pages 18-25
Front Matter....Pages 27-27
Improving Generalization Abilities of Maximal Average Margin Classifiers....Pages 29-41
Finding Small Sets of Random Fourier Features for Shift-Invariant Kernel Approximation....Pages 42-54
Incremental Construction of Low-Dimensional Data Representations....Pages 55-67
Soft-Constrained Nonparametric Density Estimation with Artificial Neural Networks....Pages 68-79
Density Based Clustering via Dominant Sets....Pages 80-91
Co-training with Credal Models....Pages 92-104
Interpretable Classifiers in Precision Medicine: Feature Selection and Multi-class Categorization....Pages 105-116
On the Evaluation of Tensor-Based Representations for Optimum-Path Forest Classification....Pages 117-125
On the Harmony Search Using Quaternions....Pages 126-137
Learning Parameters in Deep Belief Networks Through Firefly Algorithm....Pages 138-149
Towards Effective Classification of Imbalanced Data with Convolutional Neural Networks....Pages 150-162
On CPU Performance Optimization of Restricted Boltzmann Machine and Convolutional RBM....Pages 163-174
Comparing Incremental Learning Strategies for Convolutional Neural Networks....Pages 175-184
Approximation of Graph Edit Distance by Means of a Utility Matrix....Pages 185-194
Front Matter....Pages 195-195
Time Series Classification in Reservoir- and Model-Space: A Comparison....Pages 197-208
Objectness Scoring and Detection Proposals in Forward-Looking Sonar Images with Convolutional Neural Networks....Pages 209-219
Background Categorization for Automatic Animal Detection in Aerial Videos Using Neural Networks....Pages 220-232
Predictive Segmentation Using Multichannel Neural Networks in Arabic OCR System....Pages 233-245
Front Matter....Pages 195-195
Quad-Tree Based Image Segmentation and Feature Extraction to Recognize Online Handwritten Bangla Characters....Pages 246-256
A Hybrid Recurrent Neural Network/Dynamic Probabilistic Graphical Model Predictor of the Disulfide Bonding State of Cysteines from the Primary Structure of Proteins....Pages 257-268
Using Radial Basis Function Neural Networks for Continuous and Discrete Pain Estimation from Bio-physiological Signals....Pages 269-284
Active Learning for Speech Event Detection in HCI....Pages 285-297
Emotion Recognition in Speech with Deep Learning Architectures....Pages 298-311
On Gestures and Postural Behavior as a Modality in Ensemble Methods....Pages 312-323
Machine Learning Driven Heart Rate Detection with Camera Photoplethysmography in Time Domain....Pages 324-334
Back Matter....Pages 335-335