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991.
Nobuyuki?KobayashiEmail author Tsubasa?Wago Yoshiki?Sugawara 《Multibody System Dynamics》2011,26(3):265-281
A method of reducing the system matrices of a planar flexible beam described by an absolute nodal coordinate formulation (ANCF)
is presented. In this method, we focus that the bending stiffness matrix expressed by adopting a continuum mechanics approach
to the ANCF beam element is constant when the axial strain is not very large. This feature allows to apply the Craig–Bampton
method to the equation of motion that is composed of the independent coordinates when the constraint forces are eliminated.
Four numerical examples that compare the proposed method and the conventional ANCF are demonstrated to verify the performance
and accuracy of the proposed method. From these examples, it is verified that the proposed method can describe the large deformation
effects such as dynamic stiffening due to the centrifugal force, as well as the conventional ANCF does. The use of this method
also reduces the computing time, while maintaining an acceptable degree of accuracy for the expression characteristics of
the conventional ANCF when the modal truncation number is adequately employed. This reduction in CPU time particularly pronounced
in the case of a large element number and small modal truncation number; the reduction can be verified not only in the case
of small deformation but also in the case of a fair bit large deformation. 相似文献
992.
Real-world time series have certain properties, such as stationarity, seasonality, linearity, among others, which determine
their underlying behaviour. There is a particular class of time series called long-memory processes, characterized by a persistent
temporal dependence between distant observations, that is, the time series values depend not only on recent past values but
also on observations of much prior time periods. The main purpose of this research is the development, application, and evaluation
of a computational intelligence method specifically tailored for long memory time series forecasting, with emphasis on many-step-ahead
prediction. The method proposed here is a hybrid combining genetic programming and the fractionally integrated (long-memory)
component of autoregressive fractionally integrated moving average (ARFIMA) models. Another objective of this study is the
discovery of useful comprehensible novel knowledge, represented as time series predictive models. In this respect, a new evolutionary
multi-objective search method is proposed to limit complexity of evolved solutions and to improve predictive quality. Using
these methods allows for obtaining lower complexity (and possibly more comprehensible) models with high predictive quality,
keeping run time and memory requirements low, and avoiding bloat and over-fitting. The methods are assessed on five real-world
long memory time series and their performance is compared to that of statistical models reported in the literature. Experimental
results show the proposed methods’ advantages in long memory time series forecasting. 相似文献
993.
Alberto Pardo Jo?o Paulo Fernandes Jo?o Saraiva 《Higher-Order and Symbolic Computation》2011,24(1-2):115-149
Functional programs often combine separate parts using intermediate data structures for communicating results. Programs so defined are modular, easier to understand and maintain, but suffer from inefficiencies due to the generation of those gluing data structures. To eliminate such redundant data structures, some program transformation techniques have been proposed. One such technique is shortcut fusion, and has been studied in the context of both pure and monadic functional programs. In this paper, we study several shortcut fusion extensions, so that, alternatively, circular or higher-order programs are derived. These extensions are also provided for effect-free programs and monadic ones. Our work results in a set of generic calculation rules, that are widely applicable, and whose correctness is formally established. 相似文献
994.
Omid?David-TabibiEmail author Moshe?Koppel Nathan?S.?Netanyahu 《Genetic Programming and Evolvable Machines》2011,12(1):5-22
In this paper we demonstrate how genetic algorithms can be used to reverse engineer an evaluation function’s parameters for
computer chess. Our results show that using an appropriate expert (or mentor), we can evolve a program that is on par with
top tournament-playing chess programs, outperforming a two-time World Computer Chess Champion. This performance gain is achieved
by evolving a program that mimics the behavior of a superior expert. The resulting evaluation function of the evolved program
consists of a much smaller number of parameters than the expert’s. The extended experimental results provided in this paper
include a report on our successful participation in the 2008 World Computer Chess Championship. In principle, our expert-driven
approach could be used in a wide range of problems for which appropriate experts are available. 相似文献
995.
Anush?Krishna?MoorthyEmail author Alan?Conrad?Bovik 《Multimedia Tools and Applications》2011,51(2):675-696
Creating algorithms capable of predicting the perceived quality of a visual stimulus defines the field of objective visual
quality assessment (QA). The field of objective QA has received tremendous attention in the recent past, with many successful
algorithms being proposed for this purpose. Our concern here is not with the past however; in this paper we discuss our vision
for the future of visual quality assessment research. We first introduce the area of quality assessment and state its relevance.
We describe current standards for gauging algorithmic performance and define terms that we will use through this paper. We
then journey through 2D image and video quality assessment. We summarize recent approaches to these problems and discuss in
detail our vision for future research on the problems of full-reference and no-reference 2D image and video quality assessment.
From there, we move on to the currently popular area of 3D QA. We discuss recent databases, algorithms and 3D quality of experience.
This yet-nascent technology provides for tremendous scope in terms of research activities and we summarize each of them. We
then move on to more esoteric topics such as algorithmic assessment of aesthetics in natural images and in art. We discuss
current research and hypothesize about possible paths to tread. Towards the end of this article, we discuss some other areas
of interest including high-definition (HD) quality assessment, immersive environments and so on before summarizing interesting
avenues for future work in multimedia (i.e., audio-visual) quality assessment. 相似文献
996.
Bruno H. G. Barbosa Lam T. Bui Hussein A. Abbass Luis A. Aguirre Ant?nio P. Braga 《Soft Computing - A Fusion of Foundations, Methodologies and Applications》2011,15(9):1735-1747
This paper presents two new approaches for constructing an ensemble of neural networks (NN) using coevolution and the artificial
immune system (AIS). These approaches are extensions of the CLONal Selection Algorithm for building ENSembles (CLONENS) algorithm.
An explicit diversity promotion technique was added to CLONENS and a novel coevolutionary approach to build neural ensembles
is introduced, whereby two populations representing the gates and the individual NN are coevolved. The former population is
responsible for defining the ensemble size and selecting the members of the ensemble. This population is evolved using the
differential evolution algorithm. The latter population supplies the best individuals for building the ensemble, which is
evolved by AIS. Results show that it is possible to automatically define the ensemble size being also possible to find smaller
ensembles with good generalization performance on the tested benchmark regression problems. More interestingly, the use of
the diversity measure during the evolutionary process did not necessarily improve generalization. In this case, diverse ensembles
may be found using only implicit diversity promotion techniques. 相似文献
997.
Oleksandr?PanchenkoEmail author Hasso?Plattner Alexander?B.?Zeier 《Information Systems Frontiers》2011,13(3):349-357
Enabling fast and detailed insights over large portions of source code is an important task in a global development ecosystem.
Numerous data structures have been developed to store source code and to support various structural queries, to help in navigation,
evaluation and analysis. Many of these data structures work with tree-based or graph-based representations of source code.
The goal of this project is to elaborate a data storage that enables efficient storing and fast querying of structural information.
The naive adjacency list method has been enhanced with the use of recent data compression approaches for column-oriented databases
to allow no-loss albeit compact storage of fine-grained structural data. The graph indexing has enabled the proposed data
model to expeditiously answer fine-grained structural queries. This paper describes the basics of the proposed approach and
illustrates its technical feasibility. 相似文献
998.
Radio frequency identification (RFID) is viewed as a technology that improves supply chain efficiency by enhancing inventory
efficiency, optimizing logistics, and coordinating the flow of materials. Although RFID has gained great attention in many
business applications, the financial gain that accrues over time from RFID adoption is not well understood. We examine the
effects of RFID on firm profits while adjusting for self-selection of adoption choice. We find that firms self-select into
a certain adoption mode on the basis of their organizational characteristics. Our results also show that RFID confers significant
benefits for firms that have adopted RFID. Interestingly, improved inventory ratio and sales efficiency begin to play a greater
role in shaping higher profitability over time for firms that have adopted RFID possibly due to time-consuming processes for
them to reap the benefits from RFID. However, we find that the values of RFID that accrue to firms are not universal across
firm. That is, our results suggest that RFID confers a significant value for certain firms while it does not for other firms
with unobservable disadvantages. In sum, our study sheds new light on what drives firms to adopt RFID and on which firms achieve
higher financial performance in a post-adoption period as a result of RFID adoption. 相似文献
999.
Jenq-Shiou?LeuEmail author Hui-Ching?Hsieh Yen-Chiu?Chen 《Multimedia Tools and Applications》2011,53(1):285-301
In the era of IP-based service, people expect a simple, cheap, and competent Voice over IP (VoIP) service as an alternative
of the traditional voice over PSTN. The introduction of the SIP protocol realizes the expectation. Following the cost saving
spirit of VoIP, we focus on studying inexpensive high availability solutions for the SIP-based VoIP Service. In this paper,
Peer-to-Peer (P2P) based and DN-LB based schemes are mainly compared in the paper. A P2P-based scheme enables an inexpensive
high availability solution to the VoIP service by the shared computation resources form P2P nodes. Such a P2P-based solution
may be appropriate for an individual VoIP user. However, a caller may take a large volume of messages to find out a callee
via the proxy nodes in the P2P network. This inherent property of a P2P network may induce the message overhead and long call
setup delay. Based on above, another inexpensive scheme, which is a probing-based name resolution solution, is proposed to
achieve high availability and load balancing for the VoIP service. We tag the probing mechanism onto the open source project
Domain Name Relay Daemon (DNRD) to become a domain name resolution based load balancer (DN-LB). With DN-LB, all request messages
from clients can be fairly distributed to all failure-proof proxy servers in the server farm without using any additional
costly intermediate network device and changing the standard SIP architecture. Such a DN-LB based solution may be a good choice
for a VoIP service provider. 相似文献
1000.
Joan?CahillEmail author Nick?Mc?Donald Captain?Gabriel?Losa 《Cognition, Technology & Work》2011,13(1):43-66
A safe flight starts with effective performance of the pre-flight flight planning and briefing task. However, several problems
related to the execution of this task can be identified. Potentially, the introduction of an improved flight plan provides
an opportunity to improve the quality and availability of information provided to Flight Crew, thereby enhancing the quality
of crew briefings. The proposed risk-based, intelligent flight plan is designed from the perspective of the current operational
concept (e.g. fixed routes and ATC managerial role for separation), and associated airline Flight Planning and Dispatch functions.
In this case, the focus is sharing information across specific airline stakeholders (e.g. Flight Operations Management and
Safety functions) and Maintenance, to support a safe and efficient flight operation. Overall, the introduction of this new
flight plan will result in the definition of new operational and organisational processes, along with a new way of performing
the pre-flight, planning and briefing task. It is anticipated that this will impact positively on the operational and safety
outcome of the flight. 相似文献