7th Mexican Conference on Pattern Recognition, MCPR 2015

摘要

The proceedings contain 34 papers. The special focus in this conference is on Pattern Recognition, Artificial Intelligent Techniques, Image Processing, Robotics and Computer Vision. The topics include: Recommendation of process discovery algorithms through event log classification; a new method based on graph transformation for FAS mining in multi-graph collections; classification of hand movements from non-invasive brain signals using lattice neural networks with dendritic processing; a different approach for pruning micro-clusters in data stream clustering; computing constructs by using typical testor algorithms; multitask reinforcement learning in nondeterministic environments; prototype selection for graph embedding using instance selection; correlation of resampling methods for contrast pattern based classifiers; boosting the permutation based index for proximity searching; similarity analysis of archaeological potsherds using 3D surfaces; automatic detection of clouds from aerial photographs of snowy volcanoes; a comparative study of robust segmentation algorithms for iris verification system of high reliability; vision-based humanoid robot navigation in a featureless environment; evaluation of local descriptors for vision-based localization of humanoid robots; sampled weighted min-hashing for large-scale topic mining; patterns used to identify relations in corpus using formal concept analysis; improving information retrieval through a global term weighting scheme; sentiment groups as features of a classification model using a Spanish sentiment lexicon; modified binary inertial particle swarm optimization for gene selection in DNA microarray data; encoding polysomnographic signals into spike firing rate for sleep staging and patrolling routes optimization using ant colonies.

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