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基于真实学习的大数据分析实践课程教学改革
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作者 曾琼 甘甜 +3 位作者 栾峻峰 彭朝晖 蒋鹏 汪云海 《计算机教育》 2025年第8期71-76,共6页
针对大数据分析实践课程教学过程中“学生基础差异大且系统实践机会少、大数据系统人才需求量大、主流大数据分析系统受国外垄断”的教学实际,分析各类教学痛点问题,提出融入“数据赋能、心系社会”育人理念,构建基于真实学习的大数据... 针对大数据分析实践课程教学过程中“学生基础差异大且系统实践机会少、大数据系统人才需求量大、主流大数据分析系统受国外垄断”的教学实际,分析各类教学痛点问题,提出融入“数据赋能、心系社会”育人理念,构建基于真实学习的大数据分析系统能力培养新路径和“项目解构、知识重构、评价改革、环境创设”四位一体的大数据实践能力教学创新体系,最后说明通过实践教学创新取得的成效。 展开更多
关键词 大数据分析实践 真实情境学习 人机智能融合 教学改革
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CENTRAL LIMIT THEOREM AND CONVERGENCE RATES FOR A SUPERCRITICAL BRANCHING PROCESS WITH IMMIGRATION IN A RANDOM ENVIRONMENT 被引量:2
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作者 Yingqiu LI Xulan HUANG zhaohui peng 《Acta Mathematica Scientia》 SCIE CSCD 2022年第3期957-974,共18页
We are interested in the convergence rates of the submartingale Wn=Z_(n)/Π_(n)to its limit W,where(Π_(n))is the usually used norming sequence and(Z_(n))is a supercritical branching process with immigration(Y_(n))in ... We are interested in the convergence rates of the submartingale Wn=Z_(n)/Π_(n)to its limit W,where(Π_(n))is the usually used norming sequence and(Z_(n))is a supercritical branching process with immigration(Y_(n))in a stationary and ergodic environmentξ.Under suitable conditions,we establish the following central limit theorems and results about the rates of convergence in probability or in law:(i)W-W_(n) with suitable normalization converges to the normal law N(0,1),and similar results also hold for W_(n+k)-W_(n) for each fixed k∈N^(*);(ii)for a branching process with immigration in a finite state random environment,if W_(1) has a finite exponential moment,then so does W,and the decay rate of P(|W-W_(n)|>ε)is supergeometric;(iii)there are normalizing constants an(ξ)(that we calculate explicitly)such that a_(n)(ξ)(W-W_(n))converges in law to a mixture of the Gaussian law. 展开更多
关键词 Branching process with immigration random environment convergence rates central limit theorem convergence in law convergence in probability
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Characterization and modeling of wind-dominated ambient noise in South China Sea 被引量:3
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作者 DongGe Jiang ZhengLin Li +2 位作者 JiXing Qin zhaohui peng Hao Shao 《Science China(Physics,Mechanics & Astronomy)》 SCIE EI CAS CSCD 2017年第12期70-73,共4页
The action of wind on the sea surface plays an important role in the noise generation mechanism.Sea surface wind speed can be estimated accurately provided there is an accurate understanding of the relationship betwee... The action of wind on the sea surface plays an important role in the noise generation mechanism.Sea surface wind speed can be estimated accurately provided there is an accurate understanding of the relationship between the ocean ambient noise and wind speed.Many measurements and analyses of the wind dependence of ambient noise have been conducted.The approximate empirical rule given by Wenz[1]states that in the frequency band between 0.5and 5 kHz,the ambient sea-noise spectrum levels decrease 展开更多
关键词 AMBIENT dominated ocean APPROXIMATE METEOROLOGICAL empirical have deviation SHALLOW FIGURE
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Multipartite entanglement generation with dipole induced transparency effect in indirectly coupled dipole-microcavity systems 被引量:1
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作者 zhaohui peng Chunxia aia +2 位作者 Yuqing Zhang Zhonghua Zhu Xiaojuan Liu 《Chinese Optics Letters》 SCIE EI CAS CSCD 2018年第8期75-79,共5页
We propose a feasible scheme of generating multipartite entanglement with the dipole induced transparency (D/T) effect in indirectly coupled dipole-microcavity systems. It is shown that the transmission spectrum is ... We propose a feasible scheme of generating multipartite entanglement with the dipole induced transparency (D/T) effect in indirectly coupled dipole-microcavity systems. It is shown that the transmission spectrum is closely related with the interference of dipole-microcavity systems, and we can generate different classes of multi- partite entanglement, e.g., the Greenberger-Horne-Zeilinger state, the W state, and the Dicke state, of the di- pole emitters just by choosing an appropriate frequency of the incident photon. Benefiting from the DIT effect, the schemes may work in the bad or low-Q cavity regime only if the large Purcell factor of the dipole-microcavity system is fulfilled, and they are also insensitive to experimental noise, which may be feasible with present acces- sible technology. 展开更多
关键词 Multipartite entanglement generation with dipole induced transparency effect in indirectly coupled dipole-microcavity systems DIT QED
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Exit identities for diusion processes observed at Poisson arrival times
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作者 Yingqiu LI Ye CHEN +1 位作者 Shilin WANG zhaohui peng 《Frontiers of Mathematics in China》 SCIE CSCD 2020年第3期507-528,共22页
For diffusion processes,we extend various two-sided exit identities to the situation when the process is only observed at arrival times of an independent Poisson process.The results are expressed in terms of solutions... For diffusion processes,we extend various two-sided exit identities to the situation when the process is only observed at arrival times of an independent Poisson process.The results are expressed in terms of solutions to the differential equations associated with the diffusions generators. 展开更多
关键词 Time-homogeneous diffusion process exit problem Poisson arrival time Brownian motion
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