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检索条件"主题词=Expectation-maximisation algorithm"
493 条 记 录,以下是281-290 订阅
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DOA Estimation for Low-Cost Array Antenna System Based on GROUSE and EM algorithms
DOA Estimation for Low-Cost Array Antenna System Based on GR...
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IEEE Asia Pacific Conference on Circuits and Systems (APCCAS)
作者: Yamada, Keita Ichige, Koichi Yokohama Natl Univ Dept Elect & Comp Engn Hodogaya Ku Yokohama Kanagawa 2408501 Japan
This paper proposes a high-resolution DOA (Direction Of Arrival) estimation method using GROUSE and EM algorithms for low-cost array antenna system. The low-cost array antenna system, which uses less receiver modules ... 详细信息
来源: 评论
Semi-analytic Approach To Evaluate Performance of a Precoded Multiuser Cooperative Scheme
Semi-analytic Approach To Evaluate Performance of a Precoded...
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21st Annual IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC)
作者: Meghdadi, Hamid Cances, Jean-Pierre Meghdadi, Vahid Univ Limoges ENSIL F-87068 Limoges France
This paper addresses the problem of transmitting data to multiple mobile stations using a decode-and-forward strategy. Precoding vectors are used in relays to cancel out multiple access interference at the mobile stat... 详细信息
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Efficient Clinical Decision Making by Learning from Missing Clinical Data
Efficient Clinical Decision Making by Learning from Missing ...
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IEEE Symposium on Computational Intelligence in Healthcare and e-Health (CICARE)
作者: Farooq, Kamran Yang, Peipei Hussain, Amir Huang, Kaizhu MacRae, Calum Eckl, Chris Slack, Warner Univ Stirling Comp Sci & Math Div Stirling FK9 4LA Scotland Chinese Acad Sci Natl Lab Pattern Recognit Beijing 100864 Peoples R China Brigham & Womens Hosp Harvard Med Sch Boston MA USA Sitekit Solut Ltd Skye Scotland Harvard Med Sch Beth Israel Clin Informat Div Boston MA USA
Clinical decision making frequently involves making decisions under uncertainty because of missing key patient data (e.g. demographics, episodic and clinical diagnosis details) - this information is essential for mode... 详细信息
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Process Monitoring with Global Probability Boundary-Based on Gaussian Mixture Model
Process Monitoring with Global Probability Boundary-Based on...
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10th IEEE International Conference on Control and Automation (IEEE ICCA)
作者: Wu, Qun Du, Wenli Qian, Feng Ma, Qingsong East China Univ Sci & Technol Minist Educ Key Lab Adv Control & Optimizat Chem Proc Shanghai 200237 Peoples R China China Huanqiu Contracting & Engn Corp Elect & Instrument Dept Shanghai Peoples R China
Considering that the operation data hardly follow a uniform Gaussian distribution in complex industrial process, the Gaussian mixture model (GMM) is utilized as the tool of process monitoring in this article. The clas... 详细信息
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REM-Seg: A Robust EM algorithm for Parallel Segmentation and Registration of Point Clouds
REM-Seg: A Robust EM Algorithm for Parallel Segmentation and...
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IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)
作者: Eckart, Benjamin Kelly, Alonzo Carnegie Mellon Univ Inst Robot Pittsburgh PA 15213 USA
For purposes of real-time 3D sensing, it is important to be able to quickly register together incoming point cloud data. In this paper, we devise a method to quickly and robustly decompose large point clouds into a re... 详细信息
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Bayesian restoration of noisy images with the EM algorithm
Bayesian restoration of noisy images with the EM algorithm
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International Conference on Image Processing
作者: Saeed, M Rabiee, HR Karl, WC Nguyen, TQ Massachusetts Inst of Technology Cambridge United States
In this paper, we demonstrate that a window-based Gaussian mixture model can be applied in the development of a robust nonlinear filter for image restoration. Via the EM algorithm, we utilize ML estimation of the spat... 详细信息
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Statistical inference for nonignorable missing-data problems:a selective review
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Statistical Theory and Related Fields 2018年 第2期2卷 105-133页
作者: Niansheng Tang Yuanyuan Ju Key Lab of Statistical Modelling and Data Analysis of Yunnan Province Yunnan UniversityKunming650091People’s Republic of China
Nonignorable missing data are frequently encountered in various settings, such as economics,sociology and biomedicine. We review statistical inference for nonignorable missing-data problems, including estimation, infl... 详细信息
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A First-Order Primal-Dual Reconstruction algorithm for Few-View SPECT
A First-Order Primal-Dual Reconstruction Algorithm for Few-V...
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IEEE Nuclear Science Symposium / Medical Imaging Conference Record (NSS/MIC) / 19th Room-Temperature Semiconductor X-ray and Gamma-ray Detector Workshop
作者: Wolf, Paul Jorgensen, Jakob H. Schmidt, Taly Gilat Sidky, Emil Y. Marquette Univ Dept Biomed Engn Milwaukee WI 53201 USA Tech Univ Lyngby Dept Informat & Math Modeling Lyngby Denmark Univ Chicago Dept Radiol Chicago IL 60637 USA
A sparsity-exploiting algorithm intended for few-view Single Photon Emission Computed Tomography (SPECT) reconstruction is proposed and characterized. The algorithm models the object as piecewise constant subject to a... 详细信息
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Cerebrospinal Fluid Image Segmentation using Spatial Fuzzy Clustering Method with Improved Evolutionary expectation Maximization
Cerebrospinal Fluid Image Segmentation using Spatial Fuzzy C...
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35th Annual International Conference of the IEEE-Engineering-in-Medicine-and-Biology-Society (EMBC)
作者: Abdullah, Afnizanfaizal Hirayama, Akihiro Yatsushiro, Satoshi Matsumae, Mitsunori Kuroda, Kagayaki Univ Teknol Malaysia Fac Comp Artificial Intelligence & Bioinformat Grp Johor Baharu Malaysia Tokai Univ Sch Med Dept Neurosurg Hiratsuka Kanagawa 25912 Japan Tokai Univ Sch Informat Sci & Technol Dept Human & Informat Sci Hiratsuka Kanagawa 25912 Japan
Visualization of cerebrospinal fluid (CSF), that flow in the brain and spinal cord, plays an important role to detect neurodegenerative diseases such as Alzheimer's disease. This is performed by measuring the subs... 详细信息
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Traffic Speed Forecasting by Mixture of Experts
Traffic Speed Forecasting by Mixture of Experts
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14th International IEEE Conference on Intelligent Transportation Systems (ITSC)
作者: Coric, Vladimir Wang, Zhuang Vucetic, Slobodan Temple Univ Philadelphia PA 19122 USA Siemens Res Corp Princeton NJ 08540 USA
Traffic speed is one of the most important quantities for travel information systems. Accurate speed forecasting can help in trip planning by allowing travelers to avoid the congested routes, either by choosing the al... 详细信息
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