Artificial Neural Networks and Machine Learning – ICANN 2016: 25th International Conference on Artificial Neural Networks, Barcelona, Spain, September 6-9, 2016, Proceedings, Part II

Front Matter....Pages I-XXIX
Front Matter....Pages 1-1
Video Description Using Bidirectional Recurrent Neural Networks....Pages 3-11
Tactile Convolutional Networks for Online Slip and Rotation Detection....Pages 12-19
DeepPainter: Painter Classification Using Deep Convolutional Autoencoders....Pages 20-28
Revisiting Deep Convolutional Neural Networks for RGB-D Based Object Recognition....Pages 29-37
Deep Learning for Emotion Recognition in Faces....Pages 38-46
Extracting Muscle Synergy Patterns from EMG Data Using Autoencoders....Pages 47-54
Integration of Unsupervised and Supervised Criteria for Deep Neural Networks Training....Pages 55-62
Layer-Wise Relevance Propagation for Neural Networks with Local Renormalization Layers....Pages 63-71
Analysis of Dropout Learning Regarded as Ensemble Learning....Pages 72-79
The Effects of Regularization on Learning Facial Expressions with Convolutional Neural Networks....Pages 80-87
DeepChess: End-to-End Deep Neural Network for Automatic Learning in Chess....Pages 88-96
A Convolutional Network Model of the Primate Middle Temporal Area....Pages 97-104
Pseudo Boosted Deep Belief Network....Pages 105-112
Keyword Spotting with Convolutional Deep Belief Networks and Dynamic Time Warping....Pages 113-120
Computational Advantages of Deep Prototype-Based Learning....Pages 121-127
Deep Convolutional Neural Networks for Classifying Body Constitution....Pages 128-135
Feature Extractor Based Deep Method to Enhance Online Arabic Handwritten Recognition System....Pages 136-144
On Higher Order Computations and Synaptic Meta-Plasticity in the Human Brain....Pages 145-152
Compression of Deep Neural Networks on the Fly....Pages 153-160
Blind Super-Resolution with Deep Convolutional Neural Networks....Pages 161-169
Front Matter....Pages 1-1
DNN-Buddies: A Deep Neural Network-Based Estimation Metric for the Jigsaw Puzzle Problem....Pages 170-178
A Deep Learning Approach for Hand Posture Recognition from Depth Data....Pages 179-186
Action Recognition in Surveillance Video Using ConvNets and Motion History Image....Pages 187-195
Front Matter....Pages 197-197
Bi-Modal Deep Boltzmann Machine Based Musical Emotion Classification....Pages 199-207
StreamLeader: A New Stream Clustering Algorithm not Based in Conventional Clustering....Pages 208-215
Comparison of Methods for Community Detection in Networks....Pages 216-224
A Robust Evolutionary Optimisation Approach for Parameterising a Neural Mass Model....Pages 225-234
Kernel Depth Measures for Functional Data with Application to Outlier Detection....Pages 235-242
Nesterov Acceleration for the SMO Algorithm....Pages 243-250
Local Reject Option for Deterministic Multi-class SVM....Pages 251-258
Palmprint Biometric System Modeling by DBC and DLA Methods and Classifying by KNN and SVM Classifiers....Pages 259-266
Ensemble Models of Learning Vector Quantization Based on Bootstrap Resampling....Pages 267-274
Cluster Ensembles Optimization Using Coral Reefs Optimization Algorithm....Pages 275-282
Classification of Photo and Sketch Images Using Convolutional Neural Networks....Pages 283-290
Day-ahead PV Power Forecast by Hybrid ANN Compared to the Five Parameters Model Estimated by Particle Filter Algorithm....Pages 291-298
Extended Weighted Nearest Neighbor for Electricity Load Forecasting....Pages 299-307
Using Reservoir Computing and Trend Information for Short-Term Streamflow Forecasting....Pages 308-316
Effect of Simultaneous Time Series Prediction with Various Horizons on Prediction Quality at the Example of Electron Flux in the Outer Radiation Belt of the Earth....Pages 317-325
A Time Series Forecasting Model Based on Deep Learning Integrated Algorithm with Stacked Autoencoders and SVR for FX Prediction....Pages 326-335
Multivariate Dynamic Kernels for Financial Time Series Forecasting....Pages 336-344
Front Matter....Pages 345-345
Symbolic Association Using Parallel Multilayer Perceptron....Pages 347-354
Solution of an Inverse Problem in Raman Spectroscopy of Multi-component Solutions of Inorganic Salts by Artificial Neural Networks....Pages 355-362
Sound Recognition System Using Spiking and MLP Neural Networks....Pages 363-371
Using Machine Learning Techniques to Recover Prismatic Cirrus Ice Crystal Size from 2-Dimensional Light Scattering Patterns....Pages 372-379
25 Years of CNNs: Can We Compare to Human Abstraction Capabilities?....Pages 380-387
A Combination Method for Reducing Dimensionality in Large Datasets....Pages 388-397
Two-Class with Oversampling Versus One-Class Classification for Microarray Datasets....Pages 398-405
Polar Sine Based Siamese Neural Network for Gesture Recognition....Pages 406-414
Day Types Identification of Algerian Electricity Load Using an Image Based Two-Stage Approach....Pages 415-422
SMS Spam Filtering Using Probabilistic Topic Modelling and Stacked Denoising Autoencoder....Pages 423-430
Improving MDLSTM for Offline Arabic Handwriting Recognition Using Dropout at Different Positions....Pages 431-438
A Neural Network Model for Solving the Feature Correspondence Problem....Pages 439-446
The Performance of a Biologically Plausible Model of Visual Attention to Localize Objects in a Virtual Reality....Pages 447-454
Pose-Invariant Object Recognition for Event-Based Vision with Slow-ELM....Pages 455-462
Learning V4 Curvature Cell Populations from Sparse Endstopped Cells....Pages 463-471
Recognition of Transitive Actions with Hierarchical Neural Network Learning....Pages 472-479
Rotation-Invariant Restricted Boltzmann Machine Using Shared Gradient Filters....Pages 480-488
Improving Robustness of Slow Feature Analysis Based Localization Using Loop Closure Events....Pages 489-496
Self-Organizing Map for the Curvature-Constrained Traveling Salesman Problem....Pages 497-505
Non-negative Kernel Sparse Coding for the Analysis of Motion Data....Pages 506-514
Front Matter....Pages 345-345
Effect of Neural Controller on Adaptive Cruise Control....Pages 515-522
Intelligent Speech-Based Interactive Communication Between Mobile Cranes and Their Human Operators....Pages 523-530
Back Matter....Pages 531-557