Progress in pattern recognition, image analysis, computer vision, and applications : 18th Iberoamerican congress, CIARP 2013, Havana, Cuba, November 20 - 23, 2013 ; proceedings. 1

Front Matter....Pages -
Pattern Recognition Systems under Attack....Pages 1-8
Genetic Programming of Heterogeneous Ensembles for Classification....Pages 9-16
Deletion Rules for Equivalent Sequential and Parallel Reductions....Pages 17-24
Decomposing and Sketching 3D Objects by Curve Skeleton Processing....Pages 25-32
Analysis of Dynamic Processes by Statistical Moments of High Orders....Pages 33-40
Distance Transform Separable by Mathematical Morphology in GPU....Pages 41-48
Estimation of Single-Gaussian and Gaussian Mixture Models for Pattern Recognition....Pages 49-56
Set Distance Functions for 3D Object Recognition....Pages 57-64
Single-Step-Ahead and Multi-Step-Ahead Prediction with Evolutionary Artificial Neural Networks....Pages 65-72
Conformal Hough Transform for 2D and 3D Cloud Points....Pages 73-83
Sieve Bootstrap Prediction Intervals for Contaminated Non-linear Processes....Pages 84-91
A Genetic Algorithm-Evolved 3D Point Cloud Descriptor....Pages 92-99
Reconstruction and Enumeration of hv -Convex Polyominoes with Given Horizontal Projection....Pages 100-107
A Constraint Acquisition Method for Data Clustering....Pages 108-116
Auto-encoder Based Data Clustering....Pages 117-124
On the Generalization of the Mahalanobis Distance....Pages 125-132
Encoding Classes of Unaligned Objects Using Structural Similarity Cross-Covariance Tensors....Pages 133-140
Dynamic K : A Novel Satisfaction Mechanism for CAR-Based Classifiers....Pages 141-148
Weighted Naïve Bayes Classifiers by Renyi Entropy....Pages 149-156
CICE-BCubed: A New Evaluation Measure for Overlapping Clustering Algorithms....Pages 157-164
Supervised Classification Using Homogeneous Logical Proportions for Binary and Nominal Features....Pages 165-173
Multimodal Bone Cancer Detection Using Fuzzy Classification and Variational Model....Pages 174-181
Extreme Learning Classifier with Deep Concepts....Pages 182-189
Automatic Graph Building Approach for Spectral Clustering....Pages 190-197
Qualitative Transfer for Reinforcement Learning with Continuous State and Action Spaces....Pages 198-205
 New Penalty Scheme for Optimal Subsequence Bijection ....Pages 206-213
Missing Values in Dissimilarity-Based Classification of Multi-way Data....Pages 214-221
A New Distance for Data Sets in a Reproducing Kernel Hilbert Space Context....Pages 222-229
Bi-clustering via MDL-Based Matrix Factorization....Pages 230-237
Kernel Spectral Clustering for Dynamic Data....Pages 238-245
Feature Space Reduction for Graph-Based Image Classification....Pages 246-253
Mixed Data Balancing through Compact Sets Based Instance Selection....Pages 254-261
An Empirical Study of Oversampling and Undersampling for Instance Selection Methods on Imbalance Datasets....Pages 262-269
 Learning Stability Features on Sigmoid Fuzzy Cognitive Maps through a Swarm Intelligence Approach ....Pages 270-277
A Feature Set Decomposition Method for the Construction of Multi-classifier Systems Trained with High-Dimensional Data....Pages 278-285
On Stopping Rules in Dependency-Aware Feature Ranking....Pages 286-293
Towards Cluster-Based Prototype Sets for Classification in the Dissimilarity Space....Pages 294-301
Easy Categorization of Attributes in Decision Tables Based on Basic Binary Discernibility Matrix....Pages 302-310
Comparing Quality Measures for Contrast Pattern Classifiers....Pages 311-318
Selecting Features with SVM....Pages 319-325
Benchmarking Datasets for Breast Cancer Computer-Aided Diagnosis (CADx)....Pages 326-333
Managing Imbalanced Data Sets in Multi-label Problems: A Case Study with the SMOTE Algorithm....Pages 334-342
Online Matrix Factorization for Space Embedding Multilabel Annotation....Pages 343-350
A Theoretical and Practical Framework for Assessing the Computational Behavior of Typical Testor-Finding Algorithms....Pages 351-358
A NSGA Based Approach for Content Based Image Retrieval....Pages 359-366
Large Scale Image Indexing Using Online Non-negative Semantic Embedding....Pages 367-374
Using Boundary Conditions for Combining Multiple Descriptors in Similarity Based Queries....Pages 375-382
Stopping Criterion for the Mean Shift Iterative Algorithm....Pages 383-390
Evolutionary Optimisation of JPEG2000 Part 2 Wavelet Packet Structures for Polar Iris Image Compression....Pages 391-398
Improving Image Segmentation for Boosting Image Annotation with Irregular Pyramids....Pages 399-406
Implementation of Non Local Means Filter in GPUs....Pages 407-414
Wide-Angle Lens Distortion Correction Using Division Models....Pages 415-422
Current Trends in the Algebraic Image Analysis: A Survey....Pages 423-430
Combining Texture and Shape Descriptors for Bioimages Classification: A Case of Study in ImageCLEF Dataset....Pages 431-438
CWMA: Circular Window Matching Algorithm....Pages 439-446
A Histogram-Based Approach to Mathematical Line Segmentation....Pages 447-455
Cleaning Up Multiple Detections Caused by Sliding Window Based Object Detectors....Pages 456-463
A Differential Method for Representing Spinal MRI for Perceptual-CBIR....Pages 464-471
Image Segmentation Using Active Contours and Evidential Distance....Pages 472-479
Threshold Estimation in Energy-Based Methods for Segmenting Birdsong Recordings....Pages 480-487
Detection of Periodic Signals in Noise Based on Higher-Order Statistics Joined to Convolution Process and Spectral Analysis....Pages 488-495
Hierarchical Models for Rescoring Graphs vs. Full Integration....Pages 496-503
A Phonetic-Based Approach to Query-by-Example Spoken Term Detection....Pages 504-511
Method to Correct Artifacts in Multilead ECG Using Signal Entropy....Pages 512-518
Improvements to the HNR Estimation Based-on Generalized Variogram....Pages 519-526
Using Three Reassigned Spectrogram Patches and Log-Gabor Filter for Audio Surveillance Application....Pages 527-534
Dominant Set Approach to ECG Biometrics....Pages 535-542
Onset and Peak Pattern Recognition on Photoplethysmographic Signals Using Neural Networks....Pages 543-550
Gaussian Segmentation and Tokenization for Low Cost Language Identification....Pages 551-558
Back Matter....Pages -