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_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. |
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300 |
_aXXIII, 987 p. 566 illus., 272 illus. in color. _bonline resource. |
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336 |
_atext _btxt _2rdacontent |
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337 |
_acomputer _bc _2rdamedia |
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338 |
_aonline resource _bcr _2rdacarrier |
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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. _93953 |
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650 | 0 |
_aComputers _xLaw and legislation. _975151 |
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650 | 0 |
_aInformation technology _xLaw and legislation. _982531 |
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650 | 0 |
_aSoftware engineering. _94138 |
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650 | 0 |
_aApplication software. _986443 |
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650 | 0 |
_aComputer networks . _931572 |
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650 | 0 |
_aCoding theory. _94154 |
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650 | 0 |
_aInformation theory. _914256 |
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650 | 1 | 4 |
_aAutomated Pattern Recognition. _931568 |
650 | 2 | 4 |
_aLegal Aspects of Computing. _953952 |
650 | 2 | 4 |
_aSoftware Engineering. _94138 |
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. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt _986450 |
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700 | 1 |
_aFierrez, Julian. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt _986452 |
|
700 | 1 |
_aMorales, Aythami. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt _986453 |
|
710 | 2 |
_aSpringerLink (Online service) _986455 |
|
773 | 0 | _tSpringer Nature eBook | |
776 | 0 | 8 |
_iPrinted edition: _z9783030134686 |
776 | 0 | 8 |
_iPrinted edition: _z9783030134709 |
830 | 0 |
_aImage Processing, Computer Vision, Pattern Recognition, and Graphics, _x3004-9954 ; _v11401 _986456 |
|
856 | 4 | 0 | _uhttps://doi.org/10.1007/978-3-030-13469-3 |
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