Data Variant Kernel Analysis
Language: English
Published by John Wiley & Sons Apr 2015, 2015
- Hardcover
- New
Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH
AbeBooks seller since August 14, 2006
Condition: New
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Add to basketItem description from seller
Neuware - Describes and discusses the variants of kernel analysis methods for data types that have been intensely studied in recent years This book covers kernel analysis topics ranging from the fundamental theory of kernel functions to its applications. The book surveys the current status, popular trends, and developments in kernel analysis studies. The author discusses multiple kernel learning algorithms and how to choose the appropriate kernels during the learning phase. Data-Variant Kernel Analysis is a new pattern analysis framework for different types of data configurations. The chapters include data formations of offline, distributed, online, cloud, and longitudinal data, used for kernel analysis to classify and predict future state. Data-Variant Kernel Analysis: - Surveys the kernel analysis in the traditionally developed machine learning techniques, such as Neural Networks (NN), Support Vector Machines (SVM), and Principal Component Analysis (PCA) - Develops group kernel analysis with the distributed databases to compare speed and memory usages - Explores the possibility of real-time processes by synthesizing offline and online databases - Applies the assembled databases to compare cloud computing environments - Examines the prediction of longitudinal data with time-sequential configurations Data-Variant Kernel Analysis is a detailed reference for graduate students as well as electrical and computer engineers interested in pattern analysis and its application in colon cancer detection.…
Seller Inventory # 9781119019329
- Title
- Data Variant Kernel Analysis
- Author
- Motai
- Publisher
- John Wiley & Sons Apr 2015
- Publication year
- 2015
- Condition
- Neu
- Binding
- Buch
- Language
- English
- ISBN 10
- 111901932X
- ISBN 13
- 9781119019329
- Item weight
- 542 grams
- Dimensions
- 240x161x18 mm
- Series
- Book 31 of 33: Adaptive and Cognitive Dynamic Systems: Signal Processing, Learning, Communications and Control
Describes and discusses the variants of kernel analysis methods for data types that have been intensely studied in recent years
This book covers kernel analysis topics ranging from the fundamental theory of kernel functions to its applications. The book surveys the current status, popular trends, and developments in kernel analysis studies. The author discusses multiple kernel learning algorithms and how to choose the appropriate kernels during the learning phase. Data-Variant Kernel Analysis is a new pattern analysis framework for different types of data configurations. The chapters include data formations of offline, distributed, online, cloud, and longitudinal data, used for kernel analysis to classify and predict future state.
Data-Variant Kernel Analysis:
- Surveys the kernel analysis in the traditionally developed machine learning techniques, such as Neural Networks (NN), Support Vector Machines (SVM), and Principal Component Analysis (PCA)
- Develops group kernel analysis with the distributed databases to compare speed and memory usages
- Explores the possibility of real-time processes by synthesizing offline and online databases
- Applies the assembled databases to compare cloud computing environments
- Examines the prediction of longitudinal data with time-sequential configurations
Data-Variant Kernel Analysis is a detailed reference for graduate students as well as electrical and computer engineers interested in pattern analysis and its application in colon cancer detection.
"Synopsis" may belong to another edition of this title.
About the Author
YUICHI MOTAI, Ph.D., is an Associate Professor of Electrical and Computer Engineering at the Virginia Commonwealth University, Richmond, Virginia. He received his Ph.D. with the Robot Vision Laboratory in the School of Electrical and Computer Engineering, Purdue University, West Lafayette, Indiana in 2002.
"About the title" may belong to another edition of this title.
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