LEADER 05076nam 22008055 450 001 9910337573503321 005 20200702012414.0 010 $a3-030-13469-5 024 7 $a10.1007/978-3-030-13469-3 035 $a(CKB)4100000007761893 035 $a(DE-He213)978-3-030-13469-3 035 $a(MiAaPQ)EBC5922076 035 $a(PPN)235231738 035 $a(EXLCZ)994100000007761893 100 $a20190302d2019 u| 0 101 0 $aeng 135 $aurnn|008mamaa 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aProgress in Pattern Recognition, Image Analysis, Computer Vision, and Applications $e23rd Iberoamerican Congress, CIARP 2018, Madrid, Spain, November 19-22, 2018, Proceedings /$fedited by Ruben Vera-Rodriguez, Julian Fierrez, Aythami Morales 205 $a1st ed. 2019. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2019. 215 $a1 online resource (XXIII, 987 p. 566 illus., 272 illus. in color.) 225 1 $aImage Processing, Computer Vision, Pattern Recognition, and Graphics ;$v11401 311 $a3-030-13468-7 320 $aIncludes bibliographical references and index. 327 $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 -- Dealing with heterogeneous Google Earth images on Building Area Detection task -- Evaluation of scale-aware realignments of hierarchical image segmentation. . 330 $aThis book constitutes the refereed post-conference proceedings of the 23rd Iberoamerican Congress on Pattern Recognition, CIARP 2018, held in Madrid, Spain, in November 2018 The 112 papers presented were carefully reviewed and selected from 187 submissions The program was comprised of 6 oral sessions on the following topics: machine learning, computer vision, classification, biometrics and medical applications, and brain signals, and also on: text and character analysis, human interaction, and sentiment analysis. 410 0$aImage Processing, Computer Vision, Pattern Recognition, and Graphics ;$v11401 606 $aPattern recognition 606 $aComputers 606 $aLaw and legislation 606 $aSoftware engineering 606 $aApplication software 606 $aComputer communication systems 606 $aCoding theory 606 $aInformation theory 606 $aPattern Recognition$3https://scigraph.springernature.com/ontologies/product-market-codes/I2203X 606 $aLegal Aspects of Computing$3https://scigraph.springernature.com/ontologies/product-market-codes/I24059 606 $aSoftware Engineering$3https://scigraph.springernature.com/ontologies/product-market-codes/I14029 606 $aInformation Systems Applications (incl. Internet)$3https://scigraph.springernature.com/ontologies/product-market-codes/I18040 606 $aComputer Communication Networks$3https://scigraph.springernature.com/ontologies/product-market-codes/I13022 606 $aCoding and Information Theory$3https://scigraph.springernature.com/ontologies/product-market-codes/I15041 615 0$aPattern recognition. 615 0$aComputers. 615 0$aLaw and legislation. 615 0$aSoftware engineering. 615 0$aApplication software. 615 0$aComputer communication systems. 615 0$aCoding theory. 615 0$aInformation theory. 615 14$aPattern Recognition. 615 24$aLegal Aspects of Computing. 615 24$aSoftware Engineering. 615 24$aInformation Systems Applications (incl. Internet). 615 24$aComputer Communication Networks. 615 24$aCoding and Information Theory. 676 $a006.4 676 $a006.4 702 $aVera-Rodriguez$b Ruben$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aFierrez$b Julian$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aMorales$b Aythami$4edt$4http://id.loc.gov/vocabulary/relators/edt 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910337573503321 996 $aProgress in Pattern Recognition, Image Analysis, Computer Vision, and Applications$9773800 997 $aUNINA