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基于双通道卷积神经网络的航班延误预测模型 被引量:28
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作者 吴仁彪 李佳怡 屈景怡 《计算机应用》 CSCD 北大核心 2018年第7期2100-2106,2112,共8页
针对航班延误预测数据量大、特征提取困难而传统算法处理能力有限的问题,提出一种基于双通道卷积神经网络(DCNN)的航班延误预测模型。首先,该模型将航班数据和气象数据进行融合,应用DCNN进行自动特征提取,采用批归一化(BN)和Padding策... 针对航班延误预测数据量大、特征提取困难而传统算法处理能力有限的问题,提出一种基于双通道卷积神经网络(DCNN)的航班延误预测模型。首先,该模型将航班数据和气象数据进行融合,应用DCNN进行自动特征提取,采用批归一化(BN)和Padding策略优化,提升到港延误等级的分类预测性能;然后,在卷积神经网络(CNN)基础上加入直通通道,以保证特征矩阵的无损传输,增强深度网络的畅通性;同时引入卷积衰减因子对卷积通道的特征矩阵进行稀疏性限制,控制不同网络深度的特征叠加比例,维持模型的稳定性。实验结果表明,所提模型与传统模型相比,具有更强的数据处理能力。通过数据融合,航班延误预测准确率可提高1个百分点;加深网络深度后,该模型能保证梯度的稳定,从而训练更深的网络,使准确率提升至92.1%。该基于DCNN算法的模型特征提取充分,预测性能优于对比模型,可更好地服务于民航决策。 展开更多
关键词 航班延误预测 通道卷积神经网络 数据融合 直通通道 卷积衰减因子
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新型4G光纤通道环路交换器PM8379/8/5
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《国外电子元器件》 2004年第6期76-76,共1页
关键词 PMC-Sierra公司 光纤通道切入直通交换机 存储设备 环路交换器 PM8379/8/5
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PCI总线接口芯片S5920及其应用 被引量:3
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作者 张军 修明磊 王莹 《国外电子元器件》 2002年第4期64-67,共4页
S5920是AMCC公司推出的一种PCI总线接口芯片。文章介绍了S5920的结构和特性 ,详细描述了其信箱和直通通道的工作机制以及外加总线信号的定义 。
关键词 PCI 总线 接口 芯片 S5920 信箱 直通通道
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PCI总线接口模块的硬件设计
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作者 张广华 《福建商业高等专科学校学报》 2006年第4期80-82,共3页
本文以开发PCI总线接口模块为主要内容,阐述了利用AMCC公司的PCI总线接口芯片S5933配合Altera公司的MAX7000系列可编程逻辑器件EPM7128S组成一套实际的PCI接口卡来实现高速数据传输的设计方案及其开发方法和开发过程。
关键词 PCI总线 S5933 直通通道
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Quantum Secure Direct Communication by Using Three-Dimensional Hyperentanglement 被引量:8
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作者 施锦 龚彦晓 +2 位作者 徐平 祝世宁 詹佑邦 《Communications in Theoretical Physics》 SCIE CAS CSCD 2011年第11期831-836,共6页
We propose two schemes for realizing quantum secure direct communication (QSDC)by using a set ofordered two-photon three-dimensional hyperentangled states entangled in two degrees of freedom (DOFs)as quantuminformatio... We propose two schemes for realizing quantum secure direct communication (QSDC)by using a set ofordered two-photon three-dimensional hyperentangled states entangled in two degrees of freedom (DOFs)as quantuminformation channels.In the first scheme,the photons from Bob to Alice are transmitted only once.After insuring thesecurity of the quantum channels,Bob encodes the secret message on his photons.Then Alice performs single-photontwo-DOF Bell bases measurements on her photons.This scheme has better security than former QSDC protocols.In thesecond scheme,Bob transmits photons to Alice twice.After insuring the security of the quantum channels,Bob encodesthe secret message on his photons.Then Alice performs two-photon Bell bases measurements on each DOF.The schemehas more information capacity than former QSDC protocols. 展开更多
关键词 quantum secure direct communication hyperentanglement Bell bases measurement
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Robust Quantum Secure Direct Communication over Collective Rotating Channel
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作者 秦素娟 高飞 +1 位作者 温巧燕 朱甫臣 《Communications in Theoretical Physics》 SCIE CAS CSCD 2010年第4期645-647,共3页
A quantum secure direct communication protocol over a collective rotating channel is proposed. The protocol encodes logical bits in noiseless subspaces, and so it can function over a quantum channel subjected to an ar... A quantum secure direct communication protocol over a collective rotating channel is proposed. The protocol encodes logical bits in noiseless subspaces, and so it can function over a quantum channel subjected to an arbitrary degree of collective rotating noise. Although entangled states are used, both the sender and receiver are only required to perform single-particle product measurement or Pauli operations. The protocol is feasible with present-day technique. 展开更多
关键词 quantum secure direct communication collective rotating channel quantum cryptography
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信息窗
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《走向世界》 1996年第3期64-64,共1页
济南至香港国际陆空货运通道开通5月9日上午,4辆满载货物的奔驰集装箱车,从济南出发驶往香港。至此,济南至香港国际陆空货运通道正式开通。据悉,由山东国际航空服务总公司负责运营的这条直通通道,不仅在全省是首创,也是目前国内距离最... 济南至香港国际陆空货运通道开通5月9日上午,4辆满载货物的奔驰集装箱车,从济南出发驶往香港。至此,济南至香港国际陆空货运通道正式开通。据悉,由山东国际航空服务总公司负责运营的这条直通通道,不仅在全省是首创,也是目前国内距离最长的货运直通海关监管通道。该通道开通后,每周三班,周转往返,一票到底。此举将大大加快济南及其周边地区的进出口货运速度。(向阳炳文)胜利油田发现一热矿泉日前,来自地质矿产部、中国水文地质勘查院和省医学科学院等单位的专家学者会集在胜利油田,对天鹅湖温泉所产热矿泉水进行评审,经鉴定,该泉水有9种元素和组分达到了国家规定的医疗热矿泉水浓度标准,其中有5种达到命名标准,具有较高的开发利用价值。 展开更多
关键词 胜利油田 货运通道 热矿泉水 开发利用价值 地质矿产部 济南 周边地区 水文地质勘查 直通通道 服务总公司
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Visualization on Flow Patterns during Condensation of R410A in a Vertical Rectangular Channel 被引量:3
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作者 XU Wenyun JIA Li 《Journal of Thermal Science》 SCIE EI CAS CSCD 2014年第3期269-274,共6页
The visualization experiments on HFC R410A condensation in a vertical rectangular channel (14.34mm hydraulic diameter, 160mm length) were investigated. The flow patterns and heat transfer coefficients of condensatio... The visualization experiments on HFC R410A condensation in a vertical rectangular channel (14.34mm hydraulic diameter, 160mm length) were investigated. The flow patterns and heat transfer coefficients of condensation in the inlet region were presented in this paper. Better heat transfer performance can be obtained in the inlet region, and flow regime transition in other regions of the channel was also observed. Condensation experiments were carried out at different mass fluxes ( from 1.6 kg/h to 5.2 kg/h) and at saturation temperature 28~ C. It was found that the flow patterns were mainly dominated by gravity at low mass fluxes. The effects of interfacial shear stress on condensate fluctuation are significant for the film condensation at higher mass flux in vertical flow, and con- sequently, the condensation heat transfer coefficient increases with the mass flux in the experimental conditions, The drop formation and growth process of condensation were also observed at considerably low refrigerant vapor flow rate. 展开更多
关键词 flow pattern CONDENSATION vertical channel heat transfer R410A
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A Novel Quantum Covert Channel Protocol Based on Any Quantum Secure Direct Communication Scheme
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作者 徐淑奖 陈秀波 +1 位作者 钮心忻 杨义先 《Communications in Theoretical Physics》 SCIE CAS CSCD 2013年第5期547-553,共7页
By analyzing the basic properties of unitary transformations used in a quantum secure direct communication (QSDC) protocol, we show the main idea why a covert channel can be established within any QSDC channel which e... By analyzing the basic properties of unitary transformations used in a quantum secure direct communication (QSDC) protocol, we show the main idea why a covert channel can be established within any QSDC channel which employs unitary transformations to encode information. On the basis of the fact that the unitary transformations used in a QSDC protocol are secret and independent, a novel quantum covert channel protocol is proposed to transfer secret messages with unconditional security. The performance, including the imperceptibility, capacity and security of the proposed protocol are analyzed in detail. 展开更多
关键词 quantum information hiding quantum covert channel quantum cryptography quantum communication
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