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Niels da Vitoria Lobo, Takis Kasparis, Fabio Roli, James T. Kwok, Michael Georgiopoulos, Georgios C. Anagnostopoulos and Marco Loog
Front matter
1
Data Complexity Analysis: Linkage between Context and Solution in Classification
2
Graph Classification on Dissimilarity Space Embedding
3
Markov Logic: A Unifying Language for Structural and Statistical Pattern Recognition
4
Linear Discriminant Classifier (LDC) for Streaming Data with Concept Drift
5-14
Graph Edit Distance without Correspondence from Continuous-Time Quantum Walks
15-24
Exact Median Graph Computation Via Graph Embedding
25-34
Similarity Invariant Delaunay Graph Matching
35-44
An Inexact Graph Comparison Approach in Joint Eigenspace
45-54
A Vectorial Representation for the Indexation of Structural Informations
55-64
Stochastic Text Models for Music Categorization
65-75
Efficient Pruning of Probabilistic Automata
76-85
Position Models and Language Modeling
86-96
Melody Recognition with Learned Edit Distances
97-106
Context First
107-116
Activity Representation in Crowd
117-126
3D Object Recognition Using Hyper-Graphs and Ranked Local Invariant Features
127-136
Image Matching with Spatially Variant Contrast and Offset: A Quadratic Programming Approach
137-146
Natural Versus Artificial Scene Classification by Ordering Discrete Fourier Power Spectra
147-156
Fuzzy ART for Relatively Fast Unsupervised Image Color Quantization
157-166
Recognising Facial Expressions Using Spherical Harmonics
167-176
Complex Fiedler Vectors for Shape Retrieval
177-186
Combining Shape Priors and MRF-Segmentation
187-196
Measuring the Similarity of Vector Fields Using Global Distributions
197-206
Consensus Graphs for Symmetry Plane Estimation
207-216
Graph Characteristic from the Gauss-Bonnet Theorem
217-226
Quantitative Evaluation on Heat Kernel Permutation Invariants
227-236
Hierarchical Bag of Paths for Kernel Based Shape Classification
237-246
Polytopal Graph Complexity, Matrix Permanents, and Embedding
247-256
Gesture Recognition Based on Manifold Learning
257-266
Graph Characteristics from the Ihara Zeta Function
267-276
A Learning Approach to 3D Object Representation for Classification
277-286
Region Based Visual Object Categorization Using Segment Features and Polynomial Modeling
287-297
IAM Graph Database Repository for Graph Based Pattern Recognition and Machine Learning
298-307
Hybrid Genetic Algorithm and Procrustes Analysis for Enhancing the Matching of Graphs Generated from Shapes
308-317
Spectral Embedding of Feature Hypergraphs
318-328
Clustering Using Class Specific Hyper Graphs
329-338
Structure Is a Visual Class Invariant
339-349
Local Fisher Discriminant Component Hashing for Fast Nearest Neighbor Classification
350-360
Significance Tests and Statistical Inequalities for Region Matching
361-371
Advanced Homology Computation of Digital Volumes Via Cell Complexes
372-381
Modeling the Model Athlete: Automatic Coaching of Rowing Technique
382-391
Optimal Solution of the Dichromatic Model for Multispectral Photometric Invariance
392-401
Ensemble Combination for Solving the Parameter Selection Problem in Image Segmentation
402-410
Semantic Scene Classification for Image Annotation and Retrieval
411-420
Multi-angle View, Illumination and Cosmetic Facial Image Database (MaVIC) and Quantitative Analysis of Facial Appearance
421-430
Shape Representation Robust to the Sketching Order Using Distance Map and Direction Histogram
431-440
A Stochastic Approach to Median String Computation
441-450
Tracking by Hierarchical Representation of Target Structure
451-458
Using the Shape Characteristics of Rain to Identify and Remove Rain from Video
459-468
A Fast Approach to Improve Classification Performance of ECOC Classification Systems
469-478
Partially Corrective AdaBoost
479-488
Selection and Fusion of Similarity Measure Based Classifiers Using Support Vector Machines
489-499
On Mixtures of Linear SVMs for Nonlinear Classification
500-509
Adversarial Pattern Classification Using Multiple Classifiers and Randomisation
510-519
Adaptive Learning Rate for Online Linear Discriminant Classifiers
520-529
Combining Online Classification Approaches for Changing Environments
530-539
Optimal Kernel in a Class of Kernels with an Invariant Metric
540-550
Chaotic Pattern Recognition: The Spectrum of Properties of the Adachi Neural Network
551-561
On Euclidean Corrections for Non-Euclidean Dissimilarities
562-571
Feature and Classifier Selection in Class Decision Trees
572-581
Soft Feature Selection by Using a Histogram-Based Classifier
582-591
Embedded Map Projection for Dimensionality Reduction-Based Similarity Search
592-601
Novel Incremental Principal Component Analysis with Improved Performance
602-611
An Efficient Algorithm for Optimal Multilevel Thresholding of Irregularly Sampled Histograms
612-621
A Family of Cluster Validity Indexes Based on a l-Order Fuzzy OR Operator
622-632
Fast Multivariate Ordinal Type Histogram Matching
633-643
Distance between Histograms with Shuffled Cost Matrix
644-653
Using Non Local Features for 3D Shape Grouping
654-663
A Dynamic Programming Technique for Optimizing Dissimilarity-Based Classifiers
664-673
Supervised Principal Geodesic Analysis on Facial Surface Normals for Gender Classification
674-683
Exploring Margin Maximization for Biometric Score Fusion
684-693
Biometric Template Update: An Experimental Investigation on the Relationship between Update Errors and Performance Degradation in Face Verification
694-704
Automatic Mutual Nonrigid Registration of Dense Surfaces by Graphical Model Based Inference
705-713
A Novel Video Classification Method Based on Hybrid Generative/Discriminative Models
714-723
Scale-Space Kernels for Additive Modeling
724-733
Learning Curves for the Analysis of Multiple Instance Classifiers
734-744
Categorizing Perceptions of Indoor Rooms Using 3D Features
745-754
Template Selection by Editing Algorithms: A Case Study in Face Recognition
755-764
A Novel Coding Scheme for Indexing Fingerprint Patterns
765-774
A Theoretical and Experimental Analysis of Template Co-update in Biometric Verification Systems
775-781
A New Solution Scheme of Unsupervised Locality Preserving Projection Method for the SSS Problem
782-789
High Occupancy Vehicle Detection
790-800
Automatic Classification of NMR Spectra by Ensembles of Local Experts
801-810
Bagging, Random Subspace Method and Biding
811-820
Use of Structured Pattern Representations for Combining Classifiers
821-830
Combination of Experts by Classifiers in Similarity Score Spaces
831-841
Improving the Performance of a NER System by Post-processing and Voting
842-851
A Low Cost Incremental Biometric Fusion Strategy for a Handheld Device
852-861
A Hidden Markov Model Approach to Classify and Predict the Sign of Financial Local Trends
862-873
Local Metric Learning on Manifolds with Application to Query–Based Operations
874-884
Behavior Analysis of Volume Prototypes in High Dimensionality
885-895
Pattern Recognition Approaches for Classifying IP Flows
896-905
Outlier Robust Gaussian Process Classification
906-916
2D Shape Classification Using Multifractional Brownian Motion
917-925
A New Performance Evaluation Method for Two-Class Imbalanced Problems
926-936
A Pruning Rule Based on a Distance Sparse Table for Hierarchical Similarity Search Algorithms
937-946
Classification and Automatic Annotation Extension of Images Using Bayesian Network
947-955
Selection of Suitable Set of Decision Rules Using Choquet Integral
956-966
Evaluating the Stability of Feature Selectors That Optimize Feature Subset Cardinality
967-976
A Learning Scheme for Recognizing Sub-classes from Model Trained on Aggregate Classes
977-985
An Empirical Evaluation of Common Vector Based Classification Methods and Some Extensions
986-995
996-1007
Graph Classification Based on Dissimilarity Space Embedding
Back matter
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