Semi-Supervised Learning with Committees

Name: Semi-Supervised Learning with Committees
Brand: Sudwestdeutscher Verlag Fur Hochschulschriften AG
SKU: 9783838125701
Price: 82.26 EUR
Availability: InStock

Exploiting Unlabeled Data using Ensemble Learning Algorithms

Автор: Mohamed Farouk Abdel Hady

Език:

Корици: С меки корици

Издател: Sudwestdeutscher Verlag Fur Hochschulschriften AG

Наличност: Външен склад

Изпращаме след 5-8 дни

82.26 € 160.88 лв

Supervised learning is a branch of artificial intelligence concerned with developing computer progra...

Информация за книгата

Автор

Mohamed Farouk Abdel Hady

Език

Английски език

Корици

Книга - С меки корици

Издадена

2011

страници

304

EAN

9783838125701

ISBN

3838125703

Enbook ID

06854024

Издател

Sudwestdeutscher Verlag Fur Hochschulschriften AG

Теглоt

449

Размери

152 x 229 x 17

Пълно описание

Supervised learning is a branch of artificial intelligence concerned with developing computer programs that automatically improve with experience through knowledge extraction from examples. Such learning approaches are particularly useful for tasks involving the automatic categorization, retrieval and extraction of knowledge from large collections of data such as text, images and videos. It builds predictive models from labeled data. However, labeling the training data is difficult, expensive, or time consuming, as it requires the effort of human annotators sometimes with specific domain experience. Semi-supervised learning (SSL) aims to minimize the cost of manual annotation by allowing the model to exploit part or all of the available unlabeled data. Semi-supervised learning and ensemble learning are two different paradigms that were developed almost in parallel. Semi-supervised learning tries to improve generalization performance by exploiting unlabeled data, while ensemble learning tries to achieve the same objective by constructing multiple predictors. This book concentrates on SSL with ensembles(committees).

Може също да ви хареса

Клиенти, които купиха тази книга, купиха също

Най-често търсени

Categories

Authors

Publishers

Продукти

Продукти

Най-често търсени

Categories

Authors

Publishers

Продукти

Продукти

Semi-Supervised Learning with Committees

Exploiting Unlabeled Data using Ensemble Learning Algorithms

Информация за книгата

Пълно описание

Може също да ви хареса

Клиенти, които купиха тази книга, купиха също