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Progress in pattern recognition, ima...

Iberoamerican Congress on Pattern Recognition (2018 :)

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Progress in pattern recognition, image analysis, computer vision, and applications = 23rd Iberoamerican Congress, CIARP 2018, Madrid, Spain, November 19-22, 2018 : proceedings /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Progress in pattern recognition, image analysis, computer vision, and applications/ edited by Ruben Vera-Rodriguez, Julian Fierrez, Aythami Morales.
其他題名:	23rd Iberoamerican Congress, CIARP 2018, Madrid, Spain, November 19-22, 2018 : proceedings /
其他題名:	CIARP 2018
其他作者:	Vera-Rodriguez, Ruben.
團體作者:	Iberoamerican Congress on Pattern Recognition
出版者:	Cham :Springer International Publishing : : 2019.,
面頁冊數:	xxiii, 987 p. :ill. (some col.), digital ;24 cm.
內容註:	Machine 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.
Contained By:	Springer eBooks
標題:	Pattern recognition systems - Congresses. -
電子資源:	https://doi.org/10.1007/978-3-030-13469-3
ISBN:	9783030134693

Progress in pattern recognition, image analysis, computer vision, and applications = 23rd Iberoamerican Congress, CIARP 2018, Madrid, Spain, November 19-22, 2018 : proceedings /
Progress in pattern recognition, image analysis, computer vision, and applications23rd Iberoamerican Congress, CIARP 2018, Madrid, Spain, November 19-22, 2018 : proceedings /[electronic resource] :CIARP 2018edited by Ruben Vera-Rodriguez, Julian Fierrez, Aythami Morales. - Cham :Springer International Publishing :2019. - xxiii, 987 p. :ill. (some col.), digital ;24 cm. - Lecture notes in computer science,114010302-9743 ;. - Lecture notes in computer science ;11401..

Machine 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.

This 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.

ISBN: 9783030134693

Standard No.: 10.1007/978-3-030-13469-3doiSubjects--Topical Terms:

563039
Pattern recognition systems
--Congresses.

LC Class. No.: Q337.5

Dewey Class. No.: 006.4

Progress in pattern recognition, image analysis, computer vision, and applications = 23rd Iberoamerican Congress, CIARP 2018, Madrid, Spain, November 19-22, 2018 : proceedings /
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