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检索条件"主题词=Random forests algorithm"
24 条 记 录,以下是11-20 订阅
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Driver identification in intelligent vehicle systems using machine learning algorithms
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IET INTELLIGENT TRANSPORT SYSTEMS 2019年 第1期13卷 40-47页
作者: Li, Zhengping Zhang, Kai Chen, Bokui Dong, Yuhan Zhang, Lin Tsinghua Univ Div Logist & Transportat Grad Sch Shenzhen Shenzhen Peoples R China Natl Univ Singapore Sch Comp Dept Comp Sci Singapore Singapore Tsinghua Univ Div Informat Sci & Technol Grad Sch Shenzhen Shenzhen Peoples R China Tsinghua Berkeley Shenzhen Inst Data Sci & Informat Technol Res Ctr Shenzhen Peoples R China
This study proposes an applicable driver identification method using machine learning algorithms with driving information. The driving data are collected by a 3-axis accelerometer, which records the lateral, longitudi... 详细信息
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Multiple intra-urban land use simulations and driving factors analysis: a case study in Huicheng, China
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GISCIENCE & REMOTE SENSING 2019年 第2期56卷 282-308页
作者: Zhang, Dachuan Liu, Xiaoping Wu, Xiaoyu Yao, Yao Wu, Xinxin Chen, Yimin Sun Yat Sen Univ Sch Geog & Planning Guangdong Key Lab Urbanizat & Geosimulat Guangzhou Guangdong Peoples R China Peking Univ Inst Remote Sensing & Geog Informat Syst Beijing Peoples R China China Univ Geosci Sch Informat Engn Wuhan Hubei Peoples R China Alibaba Grp Dept Data Technol & Prod Hangzhou Zhejiang Peoples R China
Simulations of intra-urban land use changes have gradually attracted more attention as these approaches are extremely helpful in regard to decision making and policy formulation. While prior studies mostly focused on ... 详细信息
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Performance Analysis of E-Mail Spam Classification using different Machine Learning Techniques
Performance Analysis of E-Mail Spam Classification using dif...
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International Conference on Advances in Computing and Communication Engineering (ICACCE)
作者: Vinitha, V. Sri Renuka, D. Karthika Bannari Amman Inst Technol Dept Informat Technol Sathyamangalam Erode India PSG Coll Technol Dept Informat Technol Coimbatore Tamil Nadu India
Most of the business and general communication is done through email because of its cost effectiveness. This efficiency leads email exposed to various attacks including spamming. Nowadays spam email is the foremost co... 详细信息
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Refining Traceability Links Between Vulnerability and Software Component in a Vulnerability Knowledge Graph  18th
Refining Traceability Links Between Vulnerability and Softwa...
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18th International Conference on Web Engineering (ICWE)
作者: Du, Dongdong Ren, Xingzhang Wu, Yupeng Chen, Jien Ye, Wei Sun, Jinan Xi, Xiangyu Gao, Qing Zhang, Shikun Peking Univ Sch Elect Engn & Comp Sci Beijing Peoples R China Peking Univ Sch Software & Microelect Beijing Peoples R China Peking Univ Natl Engn Res Ctr Software Engn Beijing Peoples R China
Software vulnerabilities and their corresponding software components information are usually stored in different locations with different representations. Building accurate traceability links between them to form a un... 详细信息
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Identification of immune correlates of protection in Shigella infection by application of machine learning
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JOURNAL OF BIOMEDICAL INFORMATICS 2017年 74卷 1-9页
作者: Arevalillo, Jorge M. Sztein, Marcelo B. Kotloff, Karen L. Levine, Myron M. Simon, Jakub K. Univ Nacl Educ Distancia Dept Stat & Operat Res Paseo Senda del Rey 9 E-28040 Madrid Spain Univ Maryland Sch Med Ctr Vaccine Dev Dept Pediat Baltimore MD 21201 USA Univ Maryland Sch Med Ctr Vaccine Dev Dept Med Baltimore MD 21201 USA Merck & Co Inc Kenilworth NJ USA
Background: Immunologic correlates of protection are important in vaccine development because they give insight into mechanisms of protection, assist in the identification of promising vaccine candidates, and serve as... 详细信息
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Regional-scale controls on the spatial activity of rockfalls (Turtmann Valley, Swiss Alps) - A multivariate modeling approach
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GEOMORPHOLOGY 2017年 287卷 29-45页
作者: Messenzehl, Karoline Meyer, Hanna Otto, Jan-Christoph Hoffmann, Thomas Dikau, Richard Univ Bonn Dept Geog Bonn Germany Philipps Univ Marburg Fac Geog Marburg Germany Univ Salzburg Dept Geog & Geol Salzburg Austria Fed Inst Hydrol BfG Koblenz Germany
In mountain geosystems, rockfalls are among the most effective sediment transfer processes, reflected in the regional-scale distribution of talus slopes. However, the understanding of the key controlling factors seems... 详细信息
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A data-driven study of important climate factors on the achievement of LEED-EB credits
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BUILDING AND ENVIRONMENT 2015年 90卷 232-244页
作者: Cheng, Jack C. P. Ma, Lucky J. Hong Kong Univ Sci & Technol Dept Civil & Environm Engn Hong Kong Hong Kong Peoples R China
Developed by the USGBC, LEED is currently the most widely adopted credit-based green building rating program worldwide. Buildings can be graded as Platinum, Gold, Silver, or Certified depending on the number of LEED c... 详细信息
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Spatio-temporal interpolation of soil water, temperature, and electrical conductivity in 3D+T: The Cook Agronomy Farm data set
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SPATIAL STATISTICS 2015年 第PartA期14卷 70-90页
作者: Gasch, Caley K. Hengl, Tomislav Graeler, Benedikt Meyer, Hanna Magney, Troy S. Brown, David J. Washington State Univ Dept Crop & Soil Sci Pullman WA 99164 USA Wageningen Univ & Res ISRIC World Soil Informat Wageningen Netherlands Univ Munster Inst Geoinformat Munster Germany Univ Marburg Dept Geog Environm Informat D-35032 Marburg Germany Univ Idaho Coll Nat Resources Moscow ID 83843 USA
The paper describes a framework for modeling dynamic soil properties in 3-dimensions and time (3D + T) using soil data collected with automated sensor networks as a case study. Two approaches to geostatistical modelin... 详细信息
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Network Traffic Classification - A Comparative Study of Two Common Decision Tree Methods: C4.5 and random Forest  2
Network Traffic Classification - A Comparative Study of Two ...
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2nd International Conference Electronic Design ICED
作者: Munther, Alhamza Othman, Rozmie R. Alalousi, Alabass Anbar, Mohammed Nizam, Shahrul Univ Malaysia Perlis Sch Comp & Commun Engn Perlis Malaysia Univ Thamar Sch Comp & Informat Syst Dept Comp Thamar Yemen Univ Sains Malaysia Natl Adv Ctr Excellence IPv6 George Town Malaysia
Network traffic classification gains continuous interesting while many applications emerge on the different kinds of networks with obfuscation techniques. Decision tree is a supervised machine learning method used wid... 详细信息
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random forests Based View Generation for Multiview TV
Random Forests Based View Generation for Multiview TV
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IEEE 24th International Conference on Tools with Artificial Intelligence (ICTAI)
作者: Pourazad, Mahsa T. Xu, Di Nasiopoulos, Panos TELUS Commun Inc Vancouver BC Canada
The appearance of multiview display systems in the consumer market is not far from reality. With technical knowledge in this field constantly improving, production of multiview content is the only other key factor tha... 详细信息
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