Emerging Artificial Intelligence Applications in Computer Engineering : Real Word AI Systems with Applications in eHealth, HCI, Information Retrieval and Pervasive Technologies.
The goal of supervised learning is to build a concise model of the distribution of class labels in terms of predictor features. The resulting classifier is then used to assign class labels to the testing instances where the values of the predictor features are known, but the value of the class la...
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IOS Press
2013
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| Truy cập trực tuyến: | http://scholar.dlu.edu.vn/thuvienso/handle/DLU123456789/35159 |
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oai:scholar.dlu.edu.vn:DLU123456789-351592014-01-20T00:09:51Z Emerging Artificial Intelligence Applications in Computer Engineering : Real Word AI Systems with Applications in eHealth, HCI, Information Retrieval and Pervasive Technologies. Maglogiannis, Ilias Karpouzis, Kostas Wallace, Manolis Soldatos, John Computer Technology The goal of supervised learning is to build a concise model of the distribution of class labels in terms of predictor features. The resulting classifier is then used to assign class labels to the testing instances where the values of the predictor features are known, but the value of the class label is unknown. This paper describes various supervised machine learning classification techniques. Of course, a single chapter cannot be a complete review of all supervised machine learning classification algorithms (also known induction classification algorithms), yet we hope that the references cited will cover the major theoretical issues, guiding the researcher in interesting research directions and suggesting possible bias combinations that have yet to be explored. 2013-08-21T08:55:42Z 2013-08-21T08:55:42Z 2007 Book 978-1-58603-780-2 http://scholar.dlu.edu.vn/thuvienso/handle/DLU123456789/35159 en application/pdf IOS Press |
| institution |
Thư viện Trường Đại học Đà Lạt |
| collection |
Thư viện số |
| language |
English |
| topic |
Computer Technology |
| spellingShingle |
Computer Technology Maglogiannis, Ilias Karpouzis, Kostas Wallace, Manolis Soldatos, John Emerging Artificial Intelligence Applications in Computer Engineering : Real Word AI Systems with Applications in eHealth, HCI, Information Retrieval and Pervasive Technologies. |
| description |
The goal of supervised learning is to build a concise model of the distribution
of class labels in terms of predictor features. The resulting classifier is then
used to assign class labels to the testing instances where the values of the predictor
features are known, but the value of the class label is unknown. This paper describes
various supervised machine learning classification techniques. Of course, a
single chapter cannot be a complete review of all supervised machine learning
classification algorithms (also known induction classification algorithms), yet we
hope that the references cited will cover the major theoretical issues, guiding the
researcher in interesting research directions and suggesting possible bias combinations
that have yet to be explored. |
| format |
Book |
| author |
Maglogiannis, Ilias Karpouzis, Kostas Wallace, Manolis Soldatos, John |
| author_facet |
Maglogiannis, Ilias Karpouzis, Kostas Wallace, Manolis Soldatos, John |
| author_sort |
Maglogiannis, Ilias |
| title |
Emerging Artificial Intelligence
Applications in Computer Engineering :
Real Word AI Systems with Applications in eHealth, HCI, Information Retrieval and Pervasive Technologies. |
| title_short |
Emerging Artificial Intelligence
Applications in Computer Engineering :
Real Word AI Systems with Applications in eHealth, HCI, Information Retrieval and Pervasive Technologies. |
| title_full |
Emerging Artificial Intelligence
Applications in Computer Engineering :
Real Word AI Systems with Applications in eHealth, HCI, Information Retrieval and Pervasive Technologies. |
| title_fullStr |
Emerging Artificial Intelligence
Applications in Computer Engineering :
Real Word AI Systems with Applications in eHealth, HCI, Information Retrieval and Pervasive Technologies. |
| title_full_unstemmed |
Emerging Artificial Intelligence
Applications in Computer Engineering :
Real Word AI Systems with Applications in eHealth, HCI, Information Retrieval and Pervasive Technologies. |
| title_sort |
emerging artificial intelligence
applications in computer engineering :
real word ai systems with applications in ehealth, hci, information retrieval and pervasive technologies. |
| publisher |
IOS Press |
| publishDate |
2013 |
| url |
http://scholar.dlu.edu.vn/thuvienso/handle/DLU123456789/35159 |
| _version_ |
1757669738084827136 |