Structural, Syntactic, and Statistical Pattern Recognition: Joint IAPR International Workshop, S+SSPR 2014, Joensuu, Finland, August 20-22, 2014. Proceedings

Front Matter....Pages -
A Graph Kernel from the Depth-Based Representation....Pages 1-11
Incorporating Molecule’s Stereisomerism within the Machine Learning Framework....Pages 12-21
Transitive State Alignment for the Quantum Jensen-Shannon Kernel....Pages 22-31
Balanced K -Means for Clustering....Pages 32-41
Poisoning Complete-Linkage Hierarchical Clustering....Pages 42-52
A Comparison of Categorical Attribute Data Clustering Methods....Pages 53-62
Improving Approximate Graph Edit Distance Using Genetic Algorithms....Pages 63-72
Approximate Graph Edit Distance Guided by Bipartite Matching of Bags of Walks....Pages 73-82
A Hausdorff Heuristic for Efficient Computation of Graph Edit Distance....Pages 83-92
Flip-Flop Sublinear Models for Graphs....Pages 93-102
Node Centrality for Continuous-Time Quantum Walks....Pages 103-112
Max-Correlation Embedding Computation....Pages 113-122
Fast Gradient Computation for Learning with Tensor Product Kernels and Sparse Training Labels....Pages 123-132
Nonlinear Discriminant Analysis Based on Probability Estimation by Gaussian Mixture Model....Pages 133-142
Information Theoretic Feature Selection in Multi-label Data through Composite Likelihood....Pages 143-152
Majority Vote of Diverse Classifiers for Late Fusion....Pages 153-162
Entropic Graph Embedding via Multivariate Degree Distributions....Pages 163-172
On Parallel Lines in Noisy Forms....Pages 173-182
Metric Learning in Dissimilarity Space for Improved Nearest Neighbor Performance....Pages 183-192
Matching Similarity for Keyword-Based Clustering....Pages 193-202
Quantum vs Classical Ranking in Segment Grouping....Pages 203-212
Remove Noise in Video with 3D Topological Maps....Pages 213-222
Video Analysis of a Snooker Footage Based on a Kinematic Model....Pages 223-232
Evaluating Classification Performance with only Positive and Unlabeled Samples....Pages 233-242
Who Is Missing? A New Pattern Recognition Puzzle....Pages 243-252
Edit Distance Computed by Fast Bipartite Graph Matching....Pages 253-262
Statistical Method for Semantic Segmentation of Dominant Plane from Remote Exploration Image Sequence....Pages 263-272
Analyses on Generalization Error of Ensemble Kernel Regressors....Pages 273-281
Structural Human Shape Analysis for Modeling and Recognition....Pages 282-290
On Cross-Validation for MLP Model Evaluation....Pages 291-300
Weighted Mean Assignment of a Pair of Correspondences Using Optimisation Functions....Pages 301-311
Chemical Symbol Feature Set for Handwritten Chemical Symbol Recognition....Pages 312-322
About Combining Metric Learning and Prototype Generation....Pages 323-332
Tracking System with Re-identification Using a RGB String Kernel....Pages 333-342
Towards Scalable Prototype Selection by Genetic Algorithms with Fast Criteria....Pages 343-352
IOWA Operators and Its Application to Image Retrieval....Pages 353-363
On Optimum Thresholding of Multivariate Change Detectors....Pages 364-373
Commute Time for a Gaussian Wave Packet on a Graph....Pages 374-383
Properties of Object-Level Cross-Validation Schemes for Symmetric Pair-Input Data....Pages 384-393
A Binary Factor Graph Model for Biclustering....Pages 394-403
Improved BLSTM Neural Networks for Recognition of On-Line Bangla Complex Words....Pages 404-413
A Ranking Part Model for Object Detection....Pages 414-423
Regular Decomposition of Multivariate Time Series and Other Matrices....Pages 424-433
Texture Synthesis: From Convolutional RBMs to Efficient Deterministic Algorithms....Pages 434-443
Improved Object Matching Using Structural Relations....Pages 444-453
Designing LDPC Codes for ECOC Classification Systems....Pages 454-463
Unifying Probabilistic Linear Discriminant Analysis Variants in Biometric Authentication....Pages 464-475
Back Matter....Pages -