Pattern Recognition: 7th Mexican Conference, MCPR 2015, Mexico City, Mexico, June 24-27, 2015, Proceedings

Front Matter....Pages I-XIV
Front Matter....Pages 1-1
Recommendation of Process Discovery Algorithms Through Event Log Classification....Pages 3-12
A New Method Based on Graph Transformation for FAS Mining in Multi-graph Collections....Pages 13-22
Classification of Hand Movements from Non-invasive Brain Signals Using Lattice Neural Networks with Dendritic Processing....Pages 23-32
A Different Approach for Pruning Micro-clusters in Data Stream Clustering....Pages 33-43
Computing Constructs by Using Typical Testor Algorithms....Pages 44-53
Improved Learning Rule for LVQ Based on Granular Computing....Pages 54-63
Multitask Reinforcement Learning in Nondeterministic Environments: Maze Problem Case....Pages 64-73
A Modification of the TPVD Algorithm for Data Embedding....Pages 74-83
Prototype Selection for Graph Embedding Using Instance Selection....Pages 84-92
Correlation of Resampling Methods for Contrast Pattern Based Classifiers....Pages 93-102
Boosting the Permutation Based Index for Proximity Searching....Pages 103-112
Front Matter....Pages 113-113
Rotation Invariant Tracking Algorithm Based on Circular HOGs....Pages 115-124
Similarity Analysis of Archaeological Potsherds Using 3D Surfaces....Pages 125-134
Automatic Segmentation of Regions of Interest in Breast Thermographic Images....Pages 135-144
Automatic Detection of Clouds from Aerial Photographs of Snowy Volcanoes....Pages 145-155
A Comparative Study of Robust Segmentation Algorithms for Iris Verification System of High Reliability....Pages 156-165
Front Matter....Pages 167-167
Vision-Based Humanoid Robot Navigation in a Featureless Environment....Pages 169-178
Evaluation of Local Descriptors for Vision-Based Localization of Humanoid Robots....Pages 179-189
NURBS Based Multi-objective Path Planning....Pages 190-199
Front Matter....Pages 201-201
Sampled Weighted Min-Hashing for Large-Scale Topic Mining....Pages 203-213
Front Matter....Pages 201-201
A Graph-Based Textual Entailment Method Aware of Real-World Knowledge....Pages 214-223
Semi-Supervised Approach to Named Entity Recognition in Spanish Applied to a Real-World Conversational System....Pages 224-235
Patterns Used to Identify Relations in Corpus Using Formal Concept Analysis....Pages 236-245
Improving Information Retrieval Through a Global Term Weighting Scheme....Pages 246-257
Sentiment Groups as Features of a Classification Model Using a Spanish Sentiment Lexicon: A Hybrid Approach....Pages 258-268
Front Matter....Pages 269-269
Modified Binary Inertial Particle Swarm Optimization for Gene Selection in DNA Microarray Data....Pages 271-281
Encoding Polysomnographic Signals into Spike Firing Rate for Sleep Staging....Pages 282-291
Improving Bayesian Networks Breast Mass Diagnosis by Using Clinical Data....Pages 292-301
Patrolling Routes Optimization Using Ant Colonies....Pages 302-312
Back Matter....Pages 313-314