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911.
912.
网络灾害作为互联网给人类社会带来的各种潜在风险和负面效应之一,正在影响着社会各个行业。除了在网络安全技术、网络道德和相关法律等方面开展研究外,网络检测平台通过检测网络拓扑结构和其他网络动态属性,构建网络地图,可以为网络灾害的预防和控制提供相关依据。 相似文献
913.
针对矿山行业的迅速发展,它对井下三维定位导航技术的需求也越来越迫切,本文就现有的无线数据传输技术,探讨并研究了三种无线数据传输技术在井下定位导航系统中的应用,其中基于无线以太网的导航系统是一种应用于井下的全新的导航系统。井下导航系统可以用于井下工人在日常生产中的行走导航辅助,也还可以在灾害发生时为矿工提供安全撤退路线。 相似文献
914.
915.
本文针对J2EE技术进行深入研究,对Struts框架进行深入剖析,研究Struts框架的内部结构、运作流程,以及对MVC设计模式的分析研究和对MYSQL数据库进行深入了解,并提出了一个以J2EE为平台,使用Struts框架,引入MVC设计模式的基于J2EE的新闻发布系统。本系统提高了用户获取新闻信息的及时性,使用户能更... 相似文献
916.
Speed up kernel discriminant analysis 总被引:2,自引:0,他引:2
Deng Cai Xiaofei He Jiawei Han 《The VLDB Journal The International Journal on Very Large Data Bases》2011,20(1):21-33
Linear discriminant analysis (LDA) has been a popular method for dimensionality reduction, which preserves class separability. The projection vectors are commonly obtained by maximizing the between-class covariance and simultaneously minimizing the within-class covariance. LDA can be performed either in the original input space or in the reproducing kernel Hilbert space (RKHS) into which data points are mapped, which leads to kernel discriminant analysis (KDA). When the data are highly nonlinear distributed, KDA can achieve better performance than LDA. However, computing the projective functions in KDA involves eigen-decomposition of kernel matrix, which is very expensive when a large number of training samples exist. In this paper, we present a new algorithm for kernel discriminant analysis, called Spectral Regression Kernel Discriminant Analysis (SRKDA). By using spectral graph analysis, SRKDA casts discriminant analysis into a regression framework, which facilitates both efficient computation and the use of regularization techniques. Specifically, SRKDA only needs to solve a set of regularized regression problems, and there is no eigenvector computation involved, which is a huge save of computational cost. The new formulation makes it very easy to develop incremental version of the algorithm, which can fully utilize the computational results of the existing training samples. Moreover, it is easy to produce sparse projections (Sparse KDA) with a L 1-norm regularizer. Extensive experiments on spoken letter, handwritten digit image and face image data demonstrate the effectiveness and efficiency of the proposed algorithm. 相似文献
917.
Szu‐Han Chen Ming‐Dou Ker Tzu‐Ming Wang 《Journal of the Society for Information Display》2011,19(8):539-546
Abstract— A digital time‐modulation pixel memory circuit on glass substrate has been designed and verified for a 3‐μm low‐temperature polysilicon (LTPS) technology. From the experimental results, the proposed circuit can generate 4‐bit digital codes and the corresponding inversion data with a time‐modulation technique. While the liquid‐crystal‐display (LCD) panel operates in the still mode, which means the same image is displayed on the panel, a data driver for an LCD panel is not required to provide the image data of the frame by the proposed pixel memory circuit. This pixel memory circuit can store the frame data and generate its corresponding inversion data to refresh a static image without activating the data driver circuit. Therefore, the power consumption of a data driver can be reduced in the LCD panel. 相似文献
918.
Abstract— Owing to the fast developments of computer networks and color imaging technologies, there is a tendency towards remote proofing in the printing or textile industries. More cases such as cross‐display color matching will occur in the future information society. The problems of color mismatching we usually find in cross‐display devices have been widely discussed today. In this paper, to achieve equivalent color matching between a sRGB monitor and an Adobe RGB monitor, the spatial gamut mapping algorithm (SGMA), which introduces sigmoidal tone mapping, multi‐mapping paths, and unsharp mask (USM) operation into a sRGB color‐management system, is proposed. According to the designs of USM locations, this proposed SGMA can be further developed into pre‐USM, post‐USM, and double‐USM types. Besides, two critical image characteristics, edge map and color histogram, are investigated to establish the relationship between image content and SGMA. The psychophysical experimental results show that double‐USM SGMA obtains better color matching than the other spatial types. 相似文献
919.
With the rapid development of the economy, environmental pollution has become one of the major problems in coastal areas and
in cities along rivers. Real-time observations of the water quality along rivers have been considered to be an efficient way
to control wastewater emission and manage environmental water quality. Traditional ways to observe the ocean environment,
including satellite telemetry, radar, investigation ships, ocean observation stations, etc., are not applicable for water-quality
observations along rivers because of their high cost, poor real-time information, low accuracy, and so on. Based on wireless
sensor networks (WSN), the study reported here proposes a new observation system using underwater multisensory information.
After processing the multisensory data from each sensor, the system transmits it to a hub node through WSN, and then transmits
it to a land data center through a general packet radio service (GPRS) wireless network. In order to check the basic performance
of this system, we completed a node positioning experiment based on a GPS module, and a communication experiment based on
ZigBee. This article reports the design of the hardware and the experimental results. 相似文献
920.