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245 1 0 _aProgress in Pattern Recognition, Image Analysis, Computer Vision, and Applications
_h[electronic resource] :
_b23rd Iberoamerican Congress, CIARP 2018, Madrid, Spain, November 19-22, 2018, Proceedings /
_cedited by Ruben Vera-Rodriguez, Julian Fierrez, Aythami Morales.
250 _a1st ed. 2019.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2019.
300 _aXXIII, 987 p. 566 illus., 272 illus. in color.
_bonline resource.
336 _atext
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338 _aonline resource
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490 1 _aImage Processing, Computer Vision, Pattern Recognition, and Graphics,
_x3004-9954 ;
_v11401
505 0 _aMachine Learning -- Data Augmentation via Variational Auto-Encoders -- LSTM-based Multi-scale Model for WindSpeed Forecasting.-Using deep learning to classify class imbalanced gene-expression microarrays datasets.-A data representation approach to support imbalanced data classification beased in TWSVM -- Improving regression models by dissimilarity representation of bio-chemical data -- A Comparative Study on Unsupervised Domain Adaption for Coffee Crop Mapping -- Analytical Comparison of Histogram Distance Measures -- Gaussian processes regression with multiple annotors -- Linear projection learned from hybrid CKA for enhancing distance-based classifiers -- Evaluation of Bag-of-Word performance for time series classification using discriminative SIFT-based mid-level representations -- Color classification methods for perennial weed detection in cereal crops -- Hierarchical graph-based segmentation in detection of object-related regions -- Dealingwith heterogeneous Google Earth images on Building Area Detection task -- Evaluation of scale-aware realignments of hierarchical image segmentation. .
520 _aThis book constitutes the refereed post-conference proceedings of the 23rd Iberoamerican Congress on Pattern Recognition, CIARP 2018, held in Madrid, Spain, in November 2018 The 112 papers presented were carefully reviewed and selected from 187 submissions The program was comprised of 6 oral sessions on the following topics: machine learning, computer vision, classification, biometrics and medical applications, and brain signals, and also on: text and character analysis, human interaction, and sentiment analysis.
650 0 _aPattern recognition systems.
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650 0 _aComputers
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650 0 _aInformation technology
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650 0 _aSoftware engineering.
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650 0 _aApplication software.
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650 0 _aComputer networks .
_931572
650 0 _aCoding theory.
_94154
650 0 _aInformation theory.
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650 1 4 _aAutomated Pattern Recognition.
_931568
650 2 4 _aLegal Aspects of Computing.
_953952
650 2 4 _aSoftware Engineering.
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650 2 4 _aComputer and Information Systems Applications.
_986445
650 2 4 _aComputer Communication Networks.
_986447
650 2 4 _aCoding and Information Theory.
_986448
700 1 _aVera-Rodriguez, Ruben.
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700 1 _aFierrez, Julian.
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700 1 _aMorales, Aythami.
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830 0 _aImage Processing, Computer Vision, Pattern Recognition, and Graphics,
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856 4 0 _uhttps://doi.org/10.1007/978-3-030-13469-3
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