1# Library to Find Best eBook for Read
Author : 陳耀男
Release : 2012
Genre :
Kind : eBook
Book Rating : /5 ( reviews)
Book Synopsis Feature-aware Label Space Dimension Reduction for Multi-label Classification Problem by : 陳耀男
Download or read book Feature-aware Label Space Dimension Reduction for Multi-label Classification Problem written by 陳耀男. This book was released on 2012. Available in PDF, EPUB and Kindle. Book excerpt:
Author : 羅國宣
Release : 2017
Genre :
Kind : eBook
Book Rating : /5 ( reviews)
Book Synopsis Cost-sensitive Encoding for Label Space Dimension Reduction Algorithms on Multi-label Classification by : 羅國宣
Download or read book Cost-sensitive Encoding for Label Space Dimension Reduction Algorithms on Multi-label Classification written by 羅國宣. This book was released on 2017. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Francisco Herrera
Release : 2016-08-09
Genre : Computers
Kind : eBook
Book Rating : 11X/5 ( reviews)
Book Synopsis Multilabel Classification by : Francisco Herrera
Download or read book Multilabel Classification written by Francisco Herrera. This book was released on 2016-08-09. Available in PDF, EPUB and Kindle. Book excerpt: This book offers a comprehensive review of multilabel techniques widely used to classify and label texts, pictures, videos and music in the Internet. A deep review of the specialized literature on the field includes the available software needed to work with this kind of data. It provides the user with the software tools needed to deal with multilabel data, as well as step by step instruction on how to use them. The main topics covered are: • The special characteristics of multi-labeled data and the metrics available to measure them.• The importance of taking advantage of label correlations to improve the results.• The different approaches followed to face multi-label classification.• The preprocessing techniques applicable to multi-label datasets.• The available software tools to work with multi-label data. This book is beneficial for professionals and researchers in a variety of fields because of the wide range of potential applications for multilabel classification. Besides its multiple applications to classify different types of online information, it is also useful in many other areas, such as genomics and biology. No previous knowledge about the subject is required. The book introduces all the needed concepts to understand multilabel data characterization, treatment and evaluation.
Author : Tom Gedeon
Release : 2019-12-05
Genre : Computers
Kind : eBook
Book Rating : 025/5 ( reviews)
Book Synopsis Neural Information Processing by : Tom Gedeon
Download or read book Neural Information Processing written by Tom Gedeon. This book was released on 2019-12-05. Available in PDF, EPUB and Kindle. Book excerpt: The two-volume set CCIS 1142 and 1143 constitutes thoroughly refereed contributions presented at the 26th International Conference on Neural Information Processing, ICONIP 2019, held in Sydney, Australia, in December 2019. For ICONIP 2019 a total of 345 papers was carefully reviewed and selected for publication out of 645 submissions. The 168 papers included in this volume set were organized in topical sections as follows: adversarial networks and learning; convolutional neural networks; deep neural networks; embeddings and feature fusion; human centred computing; human centred computing and medicine; human centred computing for emotion; hybrid models; image processing by neural techniques; learning from incomplete data; model compression and optimization; neural network applications; neural network models; semantic and graph based approaches; social network computing; spiking neuron and related models; text computing using neural techniques; time-series and related models; and unsupervised neural models.
Author : Andrea Vedaldi
Release : 2020-11-04
Genre : Computers
Kind : eBook
Book Rating : 45X/5 ( reviews)
Book Synopsis Computer Vision – ECCV 2020 by : Andrea Vedaldi
Download or read book Computer Vision – ECCV 2020 written by Andrea Vedaldi. This book was released on 2020-11-04. Available in PDF, EPUB and Kindle. Book excerpt: The 30-volume set, comprising the LNCS books 12346 until 12375, constitutes the refereed proceedings of the 16th European Conference on Computer Vision, ECCV 2020, which was planned to be held in Glasgow, UK, during August 23-28, 2020. The conference was held virtually due to the COVID-19 pandemic. The 1360 revised papers presented in these proceedings were carefully reviewed and selected from a total of 5025 submissions. The papers deal with topics such as computer vision; machine learning; deep neural networks; reinforcement learning; object recognition; image classification; image processing; object detection; semantic segmentation; human pose estimation; 3d reconstruction; stereo vision; computational photography; neural networks; image coding; image reconstruction; object recognition; motion estimation.
