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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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Maize and sorghum field segregation using multi-temporal Sentinel-2 data in central Mexico
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JOURNAL OF APPLIED REMOTE SENSING 2021年 第2期15卷
作者: Soler-Perez-Salazar, Maria J. Ortega-Garcia, Nicolas Vaca-Mier, Mabel Cram-Hyedric, Silke Univ Autonoma Metropolitana Energy Dept Azcapotzalco Mexico Inst Tecnol Super Salvatierra Guanajuato Mexico Univ Nacl Autonoma Mexico Inst Geog Coyoacan Mexico
Crop segregation in optical remote sensing cannot always be easily achieved among similar species since their spectral response can be similar. We aimed to distinguish fields of two C4 gramineae with similar plant str... 详细信息
来源: 评论
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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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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A validated approach for supervised dive classification in diving vertebrates
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JOURNAL OF EXPERIMENTAL MARINE BIOLOGY AND ECOLOGY 2008年 第1-2期363卷 75-83页
作者: Thums, Michele Bradshaw, Corey J. A. Hindell, Mark A. Univ Tasmania Sch Zool Antarctic Wildlife Res Unit Hobart Tas 7001 Australia Univ Adelaide Sch Earth & Environm Sci Res Inst Climate Change & Sustainabil Adelaide SA 5005 Australia S Australian Res & Dev Inst Henley Beach SA 5022 Australia
Supervised dive classification is a commonly used technique for categorising time-depth Profiles of diving vertebrates. Such analyses permit the description and quantification of dive behaviour and foraging tactics, a... 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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PROJECTIONS OF SUITABLE HABITAT FOR RARE SPECIES UNDER GLOBAL WARMING SCENARIOS
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AMERICAN JOURNAL OF BOTANY 2010年 第6期97卷 970-987页
作者: Ledig, F. Thomas Rehfeldt, Gerald E. Saenz-Romero, Cuauhtemoc Flores-Lopez, Celestino US Forest Serv Inst Forest Genet Pacific SW Res Stn USDA Placerville CA 95667 USA Univ Calif Davis Dept Plant Sci Davis CA 95616 USA US Forest Serv Forestry Sci Lab Rocky Mt Res Stn USDA Moscow ID 83843 USA UMSNH IIAF Tarimbaro 58880 Michoacan Mexico Univ Autonoma Agraria Antonio Narro Dept Forestal Saltillo 25000 Coahuila Mexico
Premise of the study: Modeling the contemporary and future climate niche for rare plants is a major hurdle in conservation, yet such projections are necessary to prevent extinctions that may result from climate change... 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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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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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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