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检索条件"主题词=Classification algorithm"
544 条 记 录,以下是441-450 订阅
排序:
Research on Least Squares Support Vector Machines algorithm
Research on Least Squares Support Vector Machines Algorithm
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2015 International Industrial Informatics and Computer Engineering Conference(IIICEC 2015)
作者: Zhao Ming Bohai University
Support vector machine is a classification algorithm emerged in recent years and has been successfully applied to many areas,and least squares support vector machine is a technology developed from the traditional supp... 详细信息
来源: 评论
Sparse classification of Hyperspectral Image Based on First-Order Neighborhood System Weighted Constraint
Sparse Classification of Hyperspectral Image Based on First-...
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Conference on Satellite Data Compression, Communications, and Processing X
作者: Liu, Jiahui Guan, Hui Li, Jiaojiao Li, Yunsong Xidian Univ State Key Lab Integrated Serv Networks Xian 710071 Peoples R China Beijing Inst Spacecraft Syst Engn Beijing 100094 Peoples R China
In hyperspectral image classification, each hyperspectral pixel can be represented by linear combination of a few training samples in the training dictionary. Assuming the training dictionary is available, the hypersp... 详细信息
来源: 评论
Feature selection and classifier performance on diverse bio- logical datasets
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BMC BIOINFORMATICS 2014年 第13-Sup期15卷 S4-S4页
作者: Hemphill, Edward Lindsay, James Lee, Chih Mandoiu, Ion I. Nelson, Craig E. Dept Mol & Cellular Biol Storrs CT 06269 USA Univ Connecticut Dept Comp Sci & Engn Storrs CT 06269 USA
Background: There is an ever-expanding range of technologies that generate very large numbers of biomarkers for research and clinical applications. Choosing the most informative biomarkers from a high-dimensional data... 详细信息
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A New algorithm to Classify the Homogeneity of ERS-2 Wave Mode SAR Imagette
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JOURNAL OF THE INDIAN SOCIETY OF REMOTE SENSING 2014年 第1期42卷 13-21页
作者: Song, Guiting Panda, Jagabandhu Zhang, Yanhui Chen, Haoliang Krishna, K. Muni Zhejiang Ocean Univ Dept Marine Sci Zhoushan 316000 Peoples R China Nanyang Technol Univ Sch Phys & Math Sci Singapore 639798 Singapore Shandong Agr Univ Coll Resources & Environm Tai An Shandong Peoples R China Shandong Univ Key Lab Agr Environm Jinan 250100 Peoples R China Singapore MIT Alliance Res & Technol Singapore Singapore Andhra Univ Dept Meteorol & Oceanog Visakhapatnam Andhra Pradesh India
A new classification parameter is developed using 1535 ERS-2 wave mode synthetic aperture radar (SAR) test imagettes to better differentiate homogeneous and inhomogeneous imagettes. The comparison between the new para... 详细信息
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A Kind of classification algorithms of Data Mining and Quantitative Analysis
A Kind of Classification Algorithms of Data Mining and Quant...
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3rd International Conference on Advances in Materials Manufacturing (ICAMMP 2012)
作者: Zhang, Yanfeng Li, Tingting Northwestern Polytech Univ Mech & Elect Sch Xian 710072 Peoples R China
C4.5, Bayesian network and Sequential Minimal Optimization (SMO) are three typical classification algorithms in data mining. Using cross-validation method with 10 folds get analysis and calculation results of the expe... 详细信息
来源: 评论
CRISP - An Interruption Management algorithm based on Collaborative Filtering  14
CRISP - An Interruption Management Algorithm based on Collab...
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32nd Annual ACM Conference on Human Factors in Computing Systems (CHI)
作者: Shrot, M. Tammar Rosenfeld, Avi Golbeck, Jennifer Kraus, Sarit Shamoon Coll Engn Dept Software Engn IL-84100 Beer Sheva Israel Jerusalem Coll Technol Dept Ind Engn IL-9116001 Jerusalem Israel Univ Maryland Inst Adv Comp Studies College Pk MD 20742 USA Bar Ilan Univ Dept Comp Sci IL-5290002 Ramat Gan Israel
Interruptions can have a significant impact on users working to complete a task. When people are collaborating, either with other users or with systems, coordinating interruptions is an important factor in maintaining... 详细信息
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Physiological Measurement used in Real Time Experiment to Detect Driver Cognitive Distraction  13
Physiological Measurement used in Real Time Experiment to De...
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13th International Conference on Electronics, Information, and Communication (ICEIC)
作者: Azman, Afizan Ibrahim, Siti Zainab Meng, Qinggang Edirisinghe, Eran A. Multimedia Univ Fac Informat Sci Technol Cyberjaya Selangor Malaysia Univ Loughborough Dept Comp Sci Loughborough Leics England
This paper discusses about lips and eyebrows are used to detect driver cognitive distraction by using faceAPI toolkit. A few number of classification algorithms like Support Vector Machine (SVM), Logistic Regression (... 详细信息
来源: 评论
Data Dimension Reduction in Training Strategy for Face Recognition System
Data Dimension Reduction in Training Strategy for Face Recog...
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21st International Conference on Systems, Signals and Image Processing (IWSSIP)
作者: Loderer, Marek Pavlovicova, Jarmila Feder, Matej Oravec, Milos Slovak Univ Technol Bratislava Fac Elect Engn & Informat Technol Ilkovicova 3 Bratislava 81219 Slovakia
In this paper, we propose a training strategy for an automatic face recognition system. Our strategy is based on cascade reduction of data dimensionality using LBP and PCA algorithms. This method is able to achieve hi... 详细信息
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Human Activity Recognition in WSN: A Comparative Study
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INTERNATIONAL JOURNAL OF NETWORKED AND DISTRIBUTED COMPUTING 2014年 第4期2卷 221-230页
作者: Awan, Muhammad Arshad Guangbin, Zheng Kim, Cheong-Ghil Kim, Shin-Dug Yonsei Univ Dept Comp Sci 134 Shinchon Dong Seoul 120749 South Korea Namseoul Univ Dept Comp Sci Cheonan South Korea
Human activity recognition is an emerging field of ubiquitous and pervasive computing. Although recent smartphones have powerful resources, the execution of machine learning algorithms on a large amount of data is sti... 详细信息
来源: 评论
Traffic Pattern Recognition System Design and Development Based on Smart Phones  7
Traffic Pattern Recognition System Design and Development Ba...
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7th International Conference Intelligent Computation Technology Automation (ICICTA)
作者: Yu Ning Liu-xiaoxing Hebei Coll Sci & Technol Baoding 071000 Peoples R China
With the development of social intelligence and information, it is of more and more great significance in recognizing traffic patterns automatically. Traffic patterns recognition, refers to identifying the user's ... 详细信息
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