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基于随机森林和BP神经网络的船舶驾驶员疲劳检测算法
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作者 张威特 李俊松 刘雁飞 《智能计算机与应用》 2024年第2期140-143,共4页
本文针对船舶驾驶场景,提出了一种基于随机森林和BP神经网络的船舶驾驶员疲劳检测算法,及时检测船舶驾驶员的疲劳驾驶行为,对安全航行有重要意义。首先,使用随机森林算法对特征数据按照场景分类;其次,根据场景将数据分发到不同的BP神经... 本文针对船舶驾驶场景,提出了一种基于随机森林和BP神经网络的船舶驾驶员疲劳检测算法,及时检测船舶驾驶员的疲劳驾驶行为,对安全航行有重要意义。首先,使用随机森林算法对特征数据按照场景分类;其次,根据场景将数据分发到不同的BP神经网络模型进行预测;最后,使用船舶仿真模拟器进行实验验证。结果显示,算法识别准确率为0.82,召回率为0.65,精确率为0.69,说明本文提出的算法对船舶驾驶员疲劳驾驶行为检测有一定实用价值,且与生理数据监测方法相比,简单方便、成本更低,对驾驶员无干扰。 展开更多
关键词 船舶驾驶 疲劳检测 随机森林 BP神经网络
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荀子哲学的元哲学标准分析——中国传统哲学现代转型的一种路径
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作者 张伟特 《江淮论坛》 北大核心 2024年第2期114-124,共11页
如何评价一个哲学理论建构的质量是一个元哲学难题,也是所有哲学传统(不限于中国传统哲学)发展面临的考验。借鉴元数学、科学史和科学哲学等领域的元理论评价标准探索,可以给出一个针对哲学理论建构质量之评价的元哲学标准方案(包含2大... 如何评价一个哲学理论建构的质量是一个元哲学难题,也是所有哲学传统(不限于中国传统哲学)发展面临的考验。借鉴元数学、科学史和科学哲学等领域的元理论评价标准探索,可以给出一个针对哲学理论建构质量之评价的元哲学标准方案(包含2大类10个指标)。在此基础上,可以逻辑重构的方式重新表述荀子的哲学理论建构,并对它作元哲学评价分析。诊断和透视结果显示,荀子哲学理论的内部融贯性较差,而且形而上学和实践论两部分互为特设性假设导致统一性较差。在理论建构和案例分析的基础上可以提出中国传统哲学转型的一种“元现代化”思路:在具有普遍学理依据的元哲学评价标准引导下,安顿和发扬中国传统哲学独特的问题意识、方法风格、世界观选择、不可通约性的遗产,发展出具有普遍学理境界且有中国特色的现代哲学。 展开更多
关键词 元哲学标准 荀子 中国传统哲学 现代化转型
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A Survey of Massive MIMO Channel Measurements and Models
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作者 zhang Jianhua WANG Chao +1 位作者 WU Zhongyuan zhang weite 《ZTE Communications》 2017年第1期14-22,共9页
Compared with conventional multiple-input multiple-output(MIMO),massive MIMO system with tens or even hundreds of antennas is able to give better performance in capacity and spectral efficiency,which is a promising te... Compared with conventional multiple-input multiple-output(MIMO),massive MIMO system with tens or even hundreds of antennas is able to give better performance in capacity and spectral efficiency,which is a promising technology for 5G.Considering this,massive MIMO has become a hot research topic all over the world.In this paper,the channel measurements and models of massive MIMO in recent years are summarized.Besides,the related 256 antenna elements with 200 MHz bandwidth at 3.5 GHz proposed by our team,the verification of rationality of the measurement method,and the spatial evolution of clusters in mobile scenario are provided. 展开更多
关键词 massive MIMO channel measurement channel model virtual measurement CLUSTER
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Descartes' Metaphysical Doubts about Clear and Distinct Perception
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作者 zhang weite 《Frontiers of Philosophy in China》 2017年第1期151-181,共31页
Descartes' metaphysical doubts in the Third and Fifth Meditations present a scenario like this: it is possible that I (the Meditator) am so imperfect as to be deceived by my author (i.e., an omnipotent God/Decei... Descartes' metaphysical doubts in the Third and Fifth Meditations present a scenario like this: it is possible that I (the Meditator) am so imperfect as to be deceived by my author (i.e., an omnipotent God/Deceiver) in the matters which I think I perceive clearly and distinctly. The metaphysical doubts attempt to cast doubt on beliefs based on present or recollected clear and distinct perceptions. This paper clarifies the intension of the metaphysical doubts by answering the question of how an omnipotent God/Deceiver might exercise a deceptive influence on clear and distinct perception. My analysis shows: (1) the memory interpretation and the retrospective interpretation to be implausible; (2) the incoherence interpretation to be ill-founded, though its conclusion is partly right, such that we should accept a weaker version of it; (3) the misrepresentation interpretation, the defective-origin interpretation, the truth-value variation interpretation and the radical interpretation to be plausible; (4) all of these credible interpretations to be compatible with each other as well. 展开更多
关键词 DESCARTES metaphysical doubts Meditations INTENSION omnipotent God deception clear and distinct perceptions VOLUNTARISM
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