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Multi-label Classification with Feature-aware Cost-sensitive Label Embedding

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Release : 2017
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Kind : eBook
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Book Synopsis Multi-label Classification with Feature-aware Cost-sensitive Label Embedding by : 邱顯鈞

Download or read book Multi-label Classification with Feature-aware Cost-sensitive Label Embedding written by 邱顯鈞. This book was released on 2017. Available in PDF, EPUB and Kindle. Book excerpt:

Cost-sensitive Multi-label Classification with Applications

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Release : 2013
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Book Synopsis Cost-sensitive Multi-label Classification with Applications by : 駱宏毅

Download or read book Cost-sensitive Multi-label Classification with Applications written by 駱宏毅. This book was released on 2013. Available in PDF, EPUB and Kindle. Book excerpt:

Neural Information Processing

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Release : 2023-04-14
Genre : Computers
Kind : eBook
Book Rating : 399/5 ( reviews)

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Book Synopsis Neural Information Processing by : Mohammad Tanveer

Download or read book Neural Information Processing written by Mohammad Tanveer. This book was released on 2023-04-14. Available in PDF, EPUB and Kindle. Book excerpt: The four-volume set CCIS 1791, 1792, 1793 and 1794 constitutes the refereed proceedings of the 29th International Conference on Neural Information Processing, ICONIP 2022, held as a virtual event, November 22–26, 2022. The 213 papers presented in the proceedings set were carefully reviewed and selected from 810 submissions. They were organized in topical sections as follows: Theory and Algorithms; Cognitive Neurosciences; Human Centered Computing; and Applications. The ICONIP conference aims to provide a leading international forum for researchers, scientists, and industry professionals who are working in neuroscience, neural networks, deep learning, and related fields to share their new ideas, progress, and achievements.

Multi-label cost-sensitive learning

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Release : 2013
Genre : Algorithms
Kind : eBook
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Book Synopsis Multi-label cost-sensitive learning by : Michael Turney

Download or read book Multi-label cost-sensitive learning written by Michael Turney. This book was released on 2013. Available in PDF, EPUB and Kindle. Book excerpt:

Multilabel Classification

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Release : 2016-08-09
Genre : Computers
Kind : eBook
Book Rating : 11X/5 ( reviews)

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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.

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