Information Fusion
信息融合
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Information Fusion sentence examples within convolutional neural network
By designing and training multi-scale information fusion-based convolutional neural networks (CNN), intra and inter mode coding unit (CU) partitions can be predicted by the networks rapidly and accurately, instead of using brute-force search and a large number of end-to-end distortion estimations.
通过设计和训练基于多尺度信息融合的卷积神经网络（CNN），网络可以快速准确地预测帧内和帧间编码单元（CU）分区，而不是使用暴力搜索和大量的端到端失真估计。
通过设计和训练基于多尺度信息融合的卷积神经网络（CNN），网络可以快速准确地预测帧内和帧间编码单元（CU）分区，而不是使用暴力搜索和大量的端到端失真估计。
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With the development of sensor technology and deep learning technology, multi-sensor information fusion and convolutional neural network (CNN) provide a solution to the above problems.
随着传感器技术和深度学习技术的发展，多传感器信息融合和卷积神经网络（CNN）为上述问题提供了解决方案。
随着传感器技术和深度学习技术的发展，多传感器信息融合和卷积神经网络（CNN）为上述问题提供了解决方案。
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Information Fusion sentence examples within fault diagnosis method
And, a new fault diagnosis method BPNN-InceptionNet based on information fusion and deep learning is proposed in this paper.
并且，本文提出了一种基于信息融合和深度学习的故障诊断新方法BPNN-InceptionNet。
并且，本文提出了一种基于信息融合和深度学习的故障诊断新方法BPNN-InceptionNet。
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This study addresses the high level of misdiagnoses and low reliability of individual rolling element bearing fault diagnosis methods by proposing a fault diagnosis scheme with enhanced diagnosis accuracy that combines the results of two individual diagnosis methods based on an improved information fusion method.
本研究针对单个滚动轴承故障诊断方法误诊率高、可靠性低的问题，在改进的信息融合方法的基础上，提出了一种结合两种单独诊断方法结果的提高诊断精度的故障诊断方案。
本研究针对单个滚动轴承故障诊断方法误诊率高、可靠性低的问题，在改进的信息融合方法的基础上，提出了一种结合两种单独诊断方法结果的提高诊断精度的故障诊断方案。
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Information Fusion sentence examples within make full use
The decoding stage reconstructs the full-size skip connection structure to make full use of the feature information obtained from different layers for contextual semantic information fusion.
解码阶段重构全尺寸跳跃连接结构，以充分利用从不同层获得的特征信息进行上下文语义信息融合。
解码阶段重构全尺寸跳跃连接结构，以充分利用从不同层获得的特征信息进行上下文语义信息融合。
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In order to save energy consumption, this paper proposes an artificial intelligence-based internet of things control method, based on the internet of things information transmission topology structure, analyse the total energy consumption of the node during transmission, and obtain the load in each communication cycle, based on which the average energy consumption of each node is calculated, apply artificial intelligence control methods, make full use of the information on the sensor node, and establish artificial intelligence information fusion model to study the energy consumption control of multiple and single transmission path nodes, thereby designing the control process, realizing the monitoring and optimization of the energy consumption of mobile node resources in the internet of things network, and improving the resource scheduling and energy consumption of network mobile nodes configuration capabilities to achieve node energy consumption reliability monitoring.
为了节约能源消耗，本文提出了一种基于人工智能的物联网控制方法，基于物联网信息传输拓扑结构，分析节点在传输过程中的总能耗，得到每次通信中的负载循环，在此基础上计算各节点的平均能耗，应用人工智能控制方法，充分利用传感器节点上的信息，建立人工智能信息融合模型，研究多路和单路传输的能耗控制路径节点，从而设计控制流程，实现对物联网网络中移动节点资源能耗的监控和优化，提高网络移动节点的资源调度和能耗配置能力，实现节点能耗可靠性监控.
为了节约能源消耗，本文提出了一种基于人工智能的物联网控制方法，基于物联网信息传输拓扑结构，分析节点在传输过程中的总能耗，得到每次通信中的负载循环，在此基础上计算各节点的平均能耗，应用人工智能控制方法，充分利用传感器节点上的信息，建立人工智能信息融合模型，研究多路和单路传输的能耗控制路径节点，从而设计控制流程，实现对物联网网络中移动节点资源能耗的监控和优化，提高网络移动节点的资源调度和能耗配置能力，实现节点能耗可靠性监控.
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Information Fusion sentence examples within intelligent stadium service
In order to improve that dynamic evaluation and the sharing capability of the intelligent stadium service resource, a dynamic evaluation model design method of the intelligent stadium service resource based on large data is proposed, and an information fusion model for dynamic evaluation of the service resources of the intelligent stadium is constructed, The distributed storage structure of the intelligent stadium service resource is analyzed, the large database reconstruction of the intelligent stadium service resource is realized by adopting the cloud computing method, a characteristic reconstruction method is adopted to carry out the dynamic evaluation design of the intelligent stadium service resources, And a cloud computing model for dynamically evaluating the service resources of the intelligent stadium is established.
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Information Fusion sentence examples within netted radar system
According to the complexity and difficulty of practical application, netted radar system can be divided into simply netted radar system with decentralized processing, traditional netted radar system with centralized data and information fusion processing.
根据实际应用的复杂程度和难易程度，网状雷达系统可分为分散处理的简单网状雷达系统、集中数据和信息融合处理的传统网状雷达系统。
根据实际应用的复杂程度和难易程度，网状雷达系统可分为分散处理的简单网状雷达系统、集中数据和信息融合处理的传统网状雷达系统。
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Information Fusion sentence examples within fusion e g
Autonomy proliferates air and space traffic management with the National Aeronautics and Space Administration (NASA) initiative on Unmanned Aircraft System Traffic Management (UTM) New endeavors such as electric vertical take-off and landing (eVTOL) and COVID19 are challenging every aspect of the NextGEN rollout Hence, to develop a safe and secure UTM, there is need for knowledge management Knowledge management comes from awareness about the environment and awareness is based on assessment The information fusion community has long developed methods for data fusion (e g , statistical analysis), sensor fusion (e g , navigation and tracking), information fusion (e g , Notice to Airman and air tracks), as well intelligence fusion (e g , response to malicious attacks) for knowledge assessment Each of these techniques has opportunities to enable UTM autonomy, joint all-domain command and control, and surveillance This paper explores the various uses of fusion available to support the autonomy For example, three types of autonomy have been proposed: autonomy at rest (e g , flight plans, radar positions), autonomy in motion (e g , dynamic tracking with automatic dependent surveillance-broadcast (ADS-B) and weather), as well as autonomy in use (e g , getting the right data at the correct time) A use case is presented for UTM that utilizes data fusion from ADS-B, radar, LiDAR, and visual data to provide effective positioning in response to various cyber attacks on the ADS-B data © 2021, American Institute of Aeronautics and Astronautics Inc, AIAA All rights reserved.
自主性通过美国国家航空航天局 (NASA) 关于无人驾驶飞机系统交通管理 (UTM) 的倡议扩大了空中和太空交通管理 电动垂直起降 (eVTOL) 和 COVID19 等新的努力正在挑战 NextGEN 的各个方面推出 因此，为了开发安全可靠的 UTM，需要进行知识管理 知识管理来自对环境的认识，而认识基于评估 信息融合社区长期以来开发了数据融合方法（例如，统计分析）、传感器融合（例如，导航和跟踪）、信息融合（例如，通知飞行员和空中航迹）以及用于知识评估的情报融合（例如，对恶意攻击的响应）这些技术中的每一个都有机会实现 UTM 自治，联合所有-域命令和控制，以及监视 本文探讨了可用于支持自治的融合的各种用途y 例如，提出了三种类型的自主性：静止自主（例如，飞行计划、雷达位置）、运动自主（例如，具有自动相关监视广播（ADS-B）和天气的动态跟踪），以及作为使用中的自主性（例如，在正确的时间获取正确的数据） 为 UTM 提供了一个用例，该用例利用来自 ADS-B、雷达、激光雷达和视觉数据的数据融合来提供有效的定位，以响应各种网络攻击ADS-B 数据 © 2021，美国航空航天研究所，AIAA 保留所有权利。
自主性通过美国国家航空航天局 (NASA) 关于无人驾驶飞机系统交通管理 (UTM) 的倡议扩大了空中和太空交通管理 电动垂直起降 (eVTOL) 和 COVID19 等新的努力正在挑战 NextGEN 的各个方面推出 因此，为了开发安全可靠的 UTM，需要进行知识管理 知识管理来自对环境的认识，而认识基于评估 信息融合社区长期以来开发了数据融合方法（例如，统计分析）、传感器融合（例如，导航和跟踪）、信息融合（例如，通知飞行员和空中航迹）以及用于知识评估的情报融合（例如，对恶意攻击的响应）这些技术中的每一个都有机会实现 UTM 自治，联合所有-域命令和控制，以及监视 本文探讨了可用于支持自治的融合的各种用途y 例如，提出了三种类型的自主性：静止自主（例如，飞行计划、雷达位置）、运动自主（例如，具有自动相关监视广播（ADS-B）和天气的动态跟踪），以及作为使用中的自主性（例如，在正确的时间获取正确的数据） 为 UTM 提供了一个用例，该用例利用来自 ADS-B、雷达、激光雷达和视觉数据的数据融合来提供有效的定位，以响应各种网络攻击ADS-B 数据 © 2021，美国航空航天研究所，AIAA 保留所有权利。
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Information Fusion sentence examples within blockchain accounting information
This paper constructs the blockchain accounting information security association blockchain Big Data analysis model and processes the sample data, uses the semantic rough feature matching method to decompose the characteristics of blockchain accounting information, realizes the feature information fusion and autocorrelation feature matching and finally reorganizes and manages the blockchain accounting information security.
本文构建了区块链会计信息安全关联区块链大数据分析模型并对样本数据进行处理，采用语义粗略特征匹配方法对区块链会计信息特征进行分解，实现特征信息融合和自相关特征匹配，最终重组管理区块链会计信息安全。
本文构建了区块链会计信息安全关联区块链大数据分析模型并对样本数据进行处理，采用语义粗略特征匹配方法对区块链会计信息特征进行分解，实现特征信息融合和自相关特征匹配，最终重组管理区块链会计信息安全。
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Information Fusion sentence examples within automatic network programming
The dissertation uses the distributed information fusion method to extract the significant data feature of automatic network programming, extract the associated feature quantity of automatic network programming big data, and combine the fuzzy membership analysis method to carry out the synthesis operation and fuzzy comprehensive evaluation decision of automatic network programming and build network automation Programming multi-level index evaluation system to realize automatic network programming optimization.
论文采用分布式信息融合方法提取自动网络编程的重要数据特征，提取自动网络编程大数据的关联特征量，并结合模糊隶属度分析方法进行综合运算和模糊综合评价决策。自动化网络编程，构建网络自动化 编程多层次指标评价体系，实现自动化网络编程优化。
论文采用分布式信息融合方法提取自动网络编程的重要数据特征，提取自动网络编程大数据的关联特征量，并结合模糊隶属度分析方法进行综合运算和模糊综合评价决策。自动化网络编程，构建网络自动化 编程多层次指标评价体系，实现自动化网络编程优化。
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Information Fusion sentence examples within e library borrowing
The feature analysis model of edge template feature parameters of e-library borrowing information parameters is constructed, the structure of template feature parameters of e-library borrowing information parameters is reorganized by adopting feature space reorganization, personalized information fusion and feature map fusion processing of e-library borrowing information parameters are carried out by adopting multilevel semantic feature analysis method, and personalized feature extraction of e-library borrowing information parameters is realized by adopting shallow feature map combination control method.
构建电子图书馆借阅信息参数边缘模板特征参数特征分析模型，采用特征空间重组、个性化信息融合和特征图融合处理，重组电子图书馆借阅信息参数模板特征参数结构。 -图书馆借阅信息参数采用多级语义特征分析方法进行，电子图书馆借阅信息参数个性化特征提取采用浅层特征图组合控制方法实现。
构建电子图书馆借阅信息参数边缘模板特征参数特征分析模型，采用特征空间重组、个性化信息融合和特征图融合处理，重组电子图书馆借阅信息参数模板特征参数结构。 -图书馆借阅信息参数采用多级语义特征分析方法进行，电子图书馆借阅信息参数个性化特征提取采用浅层特征图组合控制方法实现。
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Information Fusion sentence examples within ultra low altitude
Aiming at the requirements of the weapon system of UAV when it flies over the sea at ultra-low altitude, the research on ultra-low altitude flight dynamics modeling, ultra-low altitude information fusion technology and flight mission profile was carried out for a certain UAV, and the semi-physical simulation and flight verification were carried out.
针对无人机超低空飞海对武器系统的要求，开展了一定的超低空飞行动力学建模、超低空信息融合技术和飞行任务剖面研究。无人机，并进行了半实物仿真和飞行验证。
针对无人机超低空飞海对武器系统的要求，开展了一定的超低空飞行动力学建模、超低空信息融合技术和飞行任务剖面研究。无人机，并进行了半实物仿真和飞行验证。
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Information Fusion sentence examples within network distance education
The embedded protocol scheduling and PCI bus control methods are adopted to analyze the communication interface and database module of network distance education system under the background of massive open online course, to realize the resource feature matching and open source information fusion in the process of network distance education under the background of massive open online course, and to realize the optimized design of network distance education under the background of massive open online course under the hybrid cloud architecture and ASP architecture.
采用嵌入式协议调度和PCI总线控制的方法，对海量在线开放课程背景下网络远程教育系统的通信接口和数据库模块进行分析，实现网络远程过程中的资源特征匹配和开源信息融合。海量在线开放课程背景下的教育，实现混合云架构和ASP架构下的海量在线开放课程背景下的网络远程教育优化设计。
采用嵌入式协议调度和PCI总线控制的方法，对海量在线开放课程背景下网络远程教育系统的通信接口和数据库模块进行分析，实现网络远程过程中的资源特征匹配和开源信息融合。海量在线开放课程背景下的教育，实现混合云架构和ASP架构下的海量在线开放课程背景下的网络远程教育优化设计。
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Information Fusion sentence examples within neural network technology
Afterwards, the latest development of water cut measurement technology of crude oil is mentioned, such as multi-sensor information fusion technology, tomography technology, neural network technology.
随后介绍了原油含水测量技术的最新进展，如多传感器信息融合技术、层析成像技术、神经网络技术等。
随后介绍了原油含水测量技术的最新进展，如多传感器信息融合技术、层析成像技术、神经网络技术等。
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Information Fusion sentence examples within Sensor Information Fusion
To solve such problems, this paper builds an intelligent monitoring system of elevator Internet of Things based on multi-sensor information fusion, bus communication and probability and statistical analysis technology.
针对此类问题，本文构建了基于多传感器信息融合、总线通信和概率统计分析技术的电梯物联网智能监控系统。
针对此类问题，本文构建了基于多传感器信息融合、总线通信和概率统计分析技术的电梯物联网智能监控系统。
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Furthermore, multi-sensor information fusion at the decision level is implemented to improve the robustness of the proposed model.
此外，在决策级别实施多传感器信息融合，以提高所提出模型的鲁棒性。
此外，在决策级别实施多传感器信息融合，以提高所提出模型的鲁棒性。
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Information Fusion sentence examples within Source Information Fusion
The brush online monitoring and fault diagnosis system based on multi-source information fusion described in this paper can not only collect brush status and related equipment information, but also analyze and give brush fault results.
本文描述的基于多源信息融合的电刷在线监测与故障诊断系统，不仅可以采集电刷状态及相关设备信息，还可以分析并给出电刷故障结果。
本文描述的基于多源信息融合的电刷在线监测与故障诊断系统，不仅可以采集电刷状态及相关设备信息，还可以分析并给出电刷故障结果。
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The system uses intelligent perception and multi-source information fusion technology, and connects passengers to the intelligent transportation system without perception through the identification of traffic elements that can be sensed by mobile phones (people), vehicle terminals (cars) and roadside nodes (roads).
系统采用智能感知和多源信息融合技术，通过手机（人）、车载终端（车）和路边节点（道路）感知的交通要素识别，将乘客无感知接入智能交通系统。 ）。
系统采用智能感知和多源信息融合技术，通过手机（人）、车载终端（车）和路边节点（道路）感知的交通要素识别，将乘客无感知接入智能交通系统。 ）。
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Information Fusion sentence examples within Multisource Information Fusion
This paper proposes a theoretical framework of agricultural drought loss analysis including drought monitoring, factor identification, and risk assessment based on multisource information fusion.
本文提出了基于多源信息融合的农业干旱损失分析理论框架，包括干旱监测、因子识别和风险评估。
本文提出了基于多源信息融合的农业干旱损失分析理论框架，包括干旱监测、因子识别和风险评估。
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It adopts three models of support vector regression, logistic regression, and K‐nearest neighbor regression, as sensors for multisource information fusion.
它采用支持向量回归、逻辑回归和K-最近邻回归三种模型作为多源信息融合的传感器。
它采用支持向量回归、逻辑回归和K-最近邻回归三种模型作为多源信息融合的传感器。
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Information Fusion sentence examples within Level Information Fusion
In practical application, a three-level information fusion framework of the data level, the feature level, and the decision level is proposed, and the safety status of buildings is evaluated by using multi-source sensor data.
在实际应用中，提出了数据层、特征层、决策层三级信息融合框架，利用多源传感器数据对建筑物的安全状况进行评估。
在实际应用中，提出了数据层、特征层、决策层三级信息融合框架，利用多源传感器数据对建筑物的安全状况进行评估。
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So we designed a multi-level information fusion model for target image detection based on dual-subject RSVP, namely HyperscanNet.
因此我们设计了一种基于双主体RSVP的目标图像检测多层次信息融合模型，即HyperscanNet。
因此我们设计了一种基于双主体RSVP的目标图像检测多层次信息融合模型，即HyperscanNet。
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Information Fusion sentence examples within Feature Information Fusion
To address these issues, this paper proposes a visibility detection method based on image-feature information fusion LSTM (Long Short-Term Memory).
针对这些问题，本文提出了一种基于图像特征信息融合LSTM（Long Short-Term Memory）的可见性检测方法。
针对这些问题，本文提出了一种基于图像特征信息融合LSTM（Long Short-Term Memory）的可见性检测方法。
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This paper constructs the blockchain accounting information security association blockchain Big Data analysis model and processes the sample data, uses the semantic rough feature matching method to decompose the characteristics of blockchain accounting information, realizes the feature information fusion and autocorrelation feature matching and finally reorganizes and manages the blockchain accounting information security.
本文构建了区块链会计信息安全关联区块链大数据分析模型并对样本数据进行处理，采用语义粗略特征匹配方法对区块链会计信息特征进行分解，实现特征信息融合和自相关特征匹配，最终重组管理区块链会计信息安全。
本文构建了区块链会计信息安全关联区块链大数据分析模型并对样本数据进行处理，采用语义粗略特征匹配方法对区块链会计信息特征进行分解，实现特征信息融合和自相关特征匹配，最终重组管理区块链会计信息安全。
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Information Fusion sentence examples within Scale Information Fusion
In this paper, we first present a large-scale information fusion architecture to integrate discovered closed high-utility patterns from several distributed databases.
在本文中，我们首先提出了一个大规模的信息融合架构，以整合从多个分布式数据库中发现的封闭高效用模式。
在本文中，我们首先提出了一个大规模的信息融合架构，以整合从多个分布式数据库中发现的封闭高效用模式。
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By designing and training multi-scale information fusion-based convolutional neural networks (CNN), intra and inter mode coding unit (CU) partitions can be predicted by the networks rapidly and accurately, instead of using brute-force search and a large number of end-to-end distortion estimations.
通过设计和训练基于多尺度信息融合的卷积神经网络（CNN），网络可以快速准确地预测帧内和帧间编码单元（CU）分区，而不是使用暴力搜索和大量的端到端失真估计。
通过设计和训练基于多尺度信息融合的卷积神经网络（CNN），网络可以快速准确地预测帧内和帧间编码单元（CU）分区，而不是使用暴力搜索和大量的端到端失真估计。
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Information Fusion sentence examples within Temporal Information Fusion
This paper proposes a framework based on Frequency Modulated Continuous Wave (FMCW) and Impulse Radio Ultra-Wideband (IR-UWB) radars to address these challenges, designing intelligent spatial-temporal information fusion for activity and vital sign monitoring.
本文提出了一种基于调频连续波 (FMCW) 和脉冲无线电超宽带 (IR-UWB) 雷达的框架来应对这些挑战，设计用于活动和生命体征监测的智能时空信息融合。
本文提出了一种基于调频连续波 (FMCW) 和脉冲无线电超宽带 (IR-UWB) 雷达的框架来应对这些挑战，设计用于活动和生命体征监测的智能时空信息融合。
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Multi-source spatial-temporal information fusion approach for watershed flood hazard risk assessment has been discussed.
讨论了流域洪水灾害风险评估的多源时空信息融合方法。
讨论了流域洪水灾害风险评估的多源时空信息融合方法。
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Information Fusion sentence examples within Modal Information Fusion
A damage identification method based on probabilistic neural networks (PNNs) with modal information fusion is proposed for a compressor impeller.
针对压缩机叶轮，提出了一种基于概率神经网络（PNNs）的模态信息融合损伤识别方法。
针对压缩机叶轮，提出了一种基于概率神经网络（PNNs）的模态信息融合损伤识别方法。
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Experiments show the proposed audio-visual multi-branch network far outperforms the audio-only model in challenging acoustic environments, indicating the cross-modal information fusion based on semantic correlation is sensible and successful.
实验表明，所提出的视听多分支网络在具有挑战性的声学环境中远远优于纯音频模型，表明基于语义相关性的跨模态信息融合是明智且成功的。
实验表明，所提出的视听多分支网络在具有挑战性的声学环境中远远优于纯音频模型，表明基于语义相关性的跨模态信息融合是明智且成功的。
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Information Fusion sentence examples within Spatial Information Fusion
The hybrid CLSTMA model for predicting water quality of paper industrial wastewater treatment system was divided into three steps: spatial information fusion by using CNN module, temporal information fusion by using LSTM module and variable weighted calculation by using AM module.
造纸工业废水处理系统水质预测的混合CLSTMA模型分为三个步骤：利用CNN模块进行空间信息融合、利用LSTM模块进行时间信息融合和利用AM模块进行变量加权计算。
造纸工业废水处理系统水质预测的混合CLSTMA模型分为三个步骤：利用CNN模块进行空间信息融合、利用LSTM模块进行时间信息融合和利用AM模块进行变量加权计算。
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The crossing aggregation network improves the idea from deep layer aggregation and makes significant innovations in semantic and spatial information fusion.
交叉聚合网络改进了深层聚合的思想，在语义和空间信息融合方面做出了重大创新。
交叉聚合网络改进了深层聚合的思想，在语义和空间信息融合方面做出了重大创新。
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Information Fusion sentence examples within Datum Information Fusion
Key technologies such as multi-source heterogeneous data information fusion and visualization of power grid panoramic state information based on 3D GIS, a visualized intelligent management and control system for power transmission and transformation equipment is developed, which can comprehensively realize the status monitoring and diagnosis of power transmission and transformation equipment.
基于3D GIS的多源异构数据信息融合、电网全景状态信息可视化等关键技术，开发了输变电设备可视化智能管控系统，全面实现电网状态监测与诊断。输变电设备。
基于3D GIS的多源异构数据信息融合、电网全景状态信息可视化等关键技术，开发了输变电设备可视化智能管控系统，全面实现电网状态监测与诊断。输变电设备。
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Combined with big data information fusion results, integrated management and fusion control of civil engineering cost is realized in embedded bus.
结合大数据信息融合成果，在嵌入式总线上实现土木工程造价的综合管理和融合控制。
结合大数据信息融合成果，在嵌入式总线上实现土木工程造价的综合管理和融合控制。
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Information Fusion sentence examples within Multisensor Information Fusion
In order to explore the intelligent education mode in the context of the Internet of Things, this paper combines the Internet of Things technology and sensor technology to improve the sensor technology and proposes a multisensor information fusion technology based on Kalman filtering.
为探索物联网背景下的智能教育模式，本文将物联网技术与传感器技术相结合，对传感器技术进行改进，提出一种基于卡尔曼滤波的多传感器信息融合技术。
为探索物联网背景下的智能教育模式，本文将物联网技术与传感器技术相结合，对传感器技术进行改进，提出一种基于卡尔曼滤波的多传感器信息融合技术。
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Based on the characteristics of small target optical imaging, this paper fully utilizes the frontier theoretical methods in the field of image processing and proposes a small target recognition algorithm process framework based on visible and infrared image data fusion and improves the accuracy as well as stability of target recognition by improving the multisensor information fusion algorithm in the photoelectric meridian tracking system.
针对小目标光学成像的特点，充分利用图像处理领域的前沿理论方法，提出了一种基于可见光和红外图像数据融合的小目标识别算法流程框架，提高了图像处理的准确性和稳定性。通过改进光电子午线跟踪系统中的多传感器信息融合算法进行目标识别。
针对小目标光学成像的特点，充分利用图像处理领域的前沿理论方法，提出了一种基于可见光和红外图像数据融合的小目标识别算法流程框架，提高了图像处理的准确性和稳定性。通过改进光电子午线跟踪系统中的多传感器信息融合算法进行目标识别。
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Information Fusion sentence examples within Multimodal Information Fusion
To comprehensively use the double modal information of CT images and LTBs, we used transfer learning to fuse Mr-Mc and MLP, and constructed a multimodal information fusion model that could classify multiple pathological types of benign and malignant pulmonary nodules.
为了综合利用CT图像和LTBs的双模态信息，我们利用迁移学习融合Mr-Mc和MLP，构建了多模态信息融合模型，可以对肺结节的多种病理类型进行分类。
为了综合利用CT图像和LTBs的双模态信息，我们利用迁移学习融合Mr-Mc和MLP，构建了多模态信息融合模型，可以对肺结节的多种病理类型进行分类。
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We highlight the utility of MISA for multimodal information fusion, including sample-poor regimes ( $N = 600$ ) and low signal-to-noise ratio, promoting novel applications in both unimodal and multimodal brain imaging data.
我们强调了 MISA 在多模态信息融合中的实用性，包括样本不足的状态 ($N = 600$) 和低信噪比，促进了单模态和多模态脑成像数据中的新应用。
我们强调了 MISA 在多模态信息融合中的实用性，包括样本不足的状态 ($N = 600$) 和低信噪比，促进了单模态和多模态脑成像数据中的新应用。
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Information Fusion sentence examples within Novel Information Fusion
By exploiting the additive properties of the physical wireless channels, we propose a novel information fusion over-the-air mechanism to address the signal collision and interference among the sensors.
通过利用物理无线信道的附加特性，我们提出了一种新颖的空中信息融合机制来解决传感器之间的信号冲突和干扰。
通过利用物理无线信道的附加特性，我们提出了一种新颖的空中信息融合机制来解决传感器之间的信号冲突和干扰。
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To solve these problems, we propose IFSpard, a novel information fusion-based framework that aims at exploring and exploiting useful information from various aspects for spam review detection.
为了解决这些问题，我们提出了 IFspard，这是一种基于信息融合的新型框架，旨在从各个方面探索和利用有用的信息来检测垃圾邮件评论。
为了解决这些问题，我们提出了 IFspard，这是一种基于信息融合的新型框架，旨在从各个方面探索和利用有用的信息来检测垃圾邮件评论。
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Information Fusion sentence examples within Heterogeneou Information Fusion
In this paper, we propose a novel EM framework that consists of Heterogeneous Information Fusion (HIF) and Key Attribute Tree (KAT) Induction to decouple feature representation from matching decision.
在本文中，我们提出了一种新的 EM 框架，该框架由异构信息融合 (HIF) 和关键属性树 (KAT) 归纳组成，以将特征表示与匹配决策分离。
在本文中，我们提出了一种新的 EM 框架，该框架由异构信息融合 (HIF) 和关键属性树 (KAT) 归纳组成，以将特征表示与匹配决策分离。
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To fuse heterogeneous images of sensors with non-parallel optical axis, the Dual-Input Depth-Guided Dynamic-Depthwise-Dilated Fusion network (D5F) is proposed, which assists the pixel alignment between FIR and RGB images with estimated depth information and deploys a dynamic filtering to guide the heterogeneous information fusion.
为了融合具有非平行光轴的传感器的异构图像，提出了双输入深度引导的动态深度扩张融合网络（D5F），它通过估计的深度信息辅助 FIR 和 RGB 图像之间的像素对齐，并部署了一个动态过滤指导异构信息融合。
为了融合具有非平行光轴的传感器的异构图像，提出了双输入深度引导的动态深度扩张融合网络（D5F），它通过估计的深度信息辅助 FIR 和 RGB 图像之间的像素对齐，并部署了一个动态过滤指导异构信息融合。
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Information Fusion sentence examples within Optimal Information Fusion
In the presence of interference, an optimal information fusion Kalman filter weighted by scalars and guidance laws are combined to improve the trajectory tracking precision, and the combination can enrich the application range of information fusion and guidance laws.
在存在干扰的情况下，将标量加权的最优信息融合卡尔曼滤波器与制导律相结合，提高轨迹跟踪精度，丰富了信息融合与制导律的应用范围。
在存在干扰的情况下，将标量加权的最优信息融合卡尔曼滤波器与制导律相结合，提高轨迹跟踪精度，丰富了信息融合与制导律的应用范围。
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In this paper, an innovative optimal information fusion methodology based on adaptive and robust unscented Kalman filter (UKF) for multi-sensor nonlinear stochastic systems is proposed.
本文提出了一种基于自适应鲁棒无迹卡尔曼滤波器（UKF）的多传感器非线性随机系统最优信息融合方法。
本文提出了一种基于自适应鲁棒无迹卡尔曼滤波器（UKF）的多传感器非线性随机系统最优信息融合方法。
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Information Fusion sentence examples within Context Information Fusion
Considering the shortcomings of existing methods in pedestrian features extraction, a method based on attention mechanism and context information fusion is proposed.
针对现有方法在行人特征提取方面的不足，提出了一种基于注意力机制和上下文信息融合的方法。
针对现有方法在行人特征提取方面的不足，提出了一种基于注意力机制和上下文信息融合的方法。
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In order to obtain high mean average precision (mAP) according to the characteristics of the dataset, a model named Contextual Aligned-Deformable Cascade R-CNN (CAD Cascade R-CNN) using improved strategies of transfer learning, Deformable Convolution and Deformable RoI Align, as well as context information fusion is proposed and a dataset with surface defects categorized and labeled as crack, breakage and oil pollution is generated.
为了根据数据集的特点获得较高的平均精度（mAP），一种名为 Contextual Aligned-Deformable Cascade R-CNN（CAD Cascade R-CNN）的模型采用迁移学习、可变形卷积和可变形 RoI Align 的改进策略，以及上下文信息融合，并生成具有表面缺陷分类和标记为裂纹、破损和油污染的数据集。
为了根据数据集的特点获得较高的平均精度（mAP），一种名为 Contextual Aligned-Deformable Cascade R-CNN（CAD Cascade R-CNN）的模型采用迁移学习、可变形卷积和可变形 RoI Align 的改进策略，以及上下文信息融合，并生成具有表面缺陷分类和标记为裂纹、破损和油污染的数据集。
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Information Fusion sentence examples within Multiple Information Fusion
In order to solve the problem of multiple information fusion, we propose a multi-view graph regularized link propagation model (MvGRLP) to predict new DTIs.
为了解决多信息融合的问题，我们提出了一种多视图图正则化链接传播模型（MvGRLP）来预测新的DTI。
为了解决多信息融合的问题，我们提出了一种多视图图正则化链接传播模型（MvGRLP）来预测新的DTI。
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Furthermore, we explore the effectiveness of simultaneous deployment of the vocal tract and excitation components of the raw phase spectrum using multi-head CNNs and investigate multiple information fusion schemes.
此外，我们探索了使用多头 CNN 同时部署原始相位谱的声道和激励分量的有效性，并研究了多种信息融合方案。
此外，我们探索了使用多头 CNN 同时部署原始相位谱的声道和激励分量的有效性，并研究了多种信息融合方案。
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Information Fusion sentence examples within Contextual Information Fusion
Current works in this domain do not explicitly consider the influence of contextual information fusion based on correlation coefficient and memory network with branch structure for sentiment analysis.
目前该领域的工作没有明确考虑基于相关系数和具有分支结构的记忆网络的上下文信息融合对情感分析的影响。
目前该领域的工作没有明确考虑基于相关系数和具有分支结构的记忆网络的上下文信息融合对情感分析的影响。
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In view of the difficulty and low accuracy of small object detection for remote sensing images, this paper proposes a small object detection algorithm based on contextual information fusion to solve the problem of real-time detection accuracy of small object.
针对遥感图像小目标检测难度大、准确率低等问题，提出一种基于上下文信息融合的小目标检测算法，解决小目标实时检测精度问题。
针对遥感图像小目标检测难度大、准确率低等问题，提出一种基于上下文信息融合的小目标检测算法，解决小目标实时检测精度问题。
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Information Fusion sentence examples within View Information Fusion
Content-Based Mammogram Retrieval (CBMR) methods using Multi-View Information Fusion (MVIF) have triggered a growing interest in the last years given their ability to help radiologists make the right breast-cancer related decision.
使用多视图信息融合 (MVIF) 的基于内容的乳房 X 线照片检索 (CBMR) 方法在过去几年中引起了越来越多的兴趣，因为它们能够帮助放射科医生做出正确的乳腺癌相关决定。
使用多视图信息融合 (MVIF) 的基于内容的乳房 X 线照片检索 (CBMR) 方法在过去几年中引起了越来越多的兴趣，因为它们能够帮助放射科医生做出正确的乳腺癌相关决定。
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In this paper, we propose a general multi-view information fusion technique, named sparse additive discriminative canonical correlation analysis (SaDCCA).
在本文中，我们提出了一种通用的多视图信息融合技术，称为稀疏加性判别典型相关分析（SaDCCA）。
在本文中，我们提出了一种通用的多视图信息融合技术，称为稀疏加性判别典型相关分析（SaDCCA）。
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Information Fusion sentence examples within Fuzzy Information Fusion
In the possibilistic framework, we define the consistency of a fuzzy variable and propose a novel fuzzy information fusion (FIF) algorithm, which fuses fuzzy random variables by linear weighted summation to guarantee the consistency of the fusion results.
在可能性框架中，我们定义了模糊变量的一致性，并提出了一种新颖的模糊信息融合（FIF）算法，该算法通过线性加权求和来融合模糊随机变量，以保证融合结果的一致性。
在可能性框架中，我们定义了模糊变量的一致性，并提出了一种新颖的模糊信息融合（FIF）算法，该算法通过线性加权求和来融合模糊随机变量，以保证融合结果的一致性。
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Combined with the feature analysis method, the storage structure allocation model is established, the feature extraction and fuzzy clustering analysis of big data are realized by using the spatial node rotation control, the fuzzy information fusion parameter analysis model is constructed, the frequency coupling parameter analysis is realized, the virtual inertia parameter analysis model is established, and the integrated processing of big data is realized according to the machine learning analysis results.
结合特征分析方法，建立存储结构分配模型，利用空间节点旋转控制实现大数据的特征提取和模糊聚类分析，构建模糊信息融合参数分析模型，频率耦合参数分析实现，建立虚拟惯性参数分析模型，根据机器学习分析结果实现大数据的综合处理。
结合特征分析方法，建立存储结构分配模型，利用空间节点旋转控制实现大数据的特征提取和模糊聚类分析，构建模糊信息融合参数分析模型，频率耦合参数分析实现，建立虚拟惯性参数分析模型，根据机器学习分析结果实现大数据的综合处理。
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Information Fusion sentence examples within Vium Information Fusion
We provide a solution to this problem via information fusion with RGB and thermal data.
我们通过 RGB 和热数据的信息融合来解决这个问题。
我们通过 RGB 和热数据的信息融合来解决这个问题。
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This paper develops a multifidelity method that enables estimation of failure probabilities for expensive-to-evaluate models via information fusion and importance sampling.
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