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基于数据挖掘技术的网络数据信息分析算法研究
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作者 刘子义 《办公自动化》 2024年第12期26-28,51,共4页
为解决各大医院医疗数据分析处理效率低、不及时问题,文章应用数据挖掘技术,设计一种高效的医疗数据分析算法。首先,根据区块链技术相关概念,完成对OpenAPI工作流设计;其次,从预处理数据库、异常数据检测诊断、训练数据挖掘模型权重三... 为解决各大医院医疗数据分析处理效率低、不及时问题,文章应用数据挖掘技术,设计一种高效的医疗数据分析算法。首先,根据区块链技术相关概念,完成对OpenAPI工作流设计;其次,从预处理数据库、异常数据检测诊断、训练数据挖掘模型权重三个方面入手,完成对基于数据挖掘的网络医疗数据分析算法设计;最后,对文章算法进行验证。结果表明:文章算法可获得较高的准确度,其准确度高达99.2%,满足不同时间跨度医疗数据的精确化分析需求。 展开更多
关键词 数据挖掘 区块链技术 网络数据 信息分析算法
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Apriori算法在用户特性关联分析中的应用 被引量:6
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作者 白洁 田瑞丽 张学军 《计算机与网络》 2016年第12期70-72,共3页
Apriori算法作为一种经典的关联规则挖掘算法,将其应用在用户位置信息挖掘中,有助于运营商发掘其数据资源的潜在价值,拓展业务范围。介绍了Apriori算法的基本原理和方法步骤,以及在用户基本信息、位置信息和热点地区等数据集合的关联分... Apriori算法作为一种经典的关联规则挖掘算法,将其应用在用户位置信息挖掘中,有助于运营商发掘其数据资源的潜在价值,拓展业务范围。介绍了Apriori算法的基本原理和方法步骤,以及在用户基本信息、位置信息和热点地区等数据集合的关联分析中的应用,最后,结合实例对Apriori算法的应用进行了探讨。 展开更多
关键词 运营商 APRIORI 算法位置信息关联分析
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An Optimized Cross Correlation Power Attack of Message Blinding Exponentiation Algorithms 被引量:1
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作者 WAN Wunan YANG Wei CHEN Jun 《China Communications》 SCIE CSCD 2015年第6期22-32,共11页
The message blinding method is the most efficient and secure countermeasure against first-order differential power analysis(DPA).Although cross correlation attacks(CCAs) were given for defeating message blinding metho... The message blinding method is the most efficient and secure countermeasure against first-order differential power analysis(DPA).Although cross correlation attacks(CCAs) were given for defeating message blinding methods,however searching for correlation points is difficult for noise,misalignment in practical environment.In this paper,we propose an optimized cross correlation power attack for message blinding exponentiation algorithms.The attack method can select the more correlative power points of share one operation in the modular multiplication by comparing variances between correlation coefficients.Further we demonstrate that the attack method is more efficient in experiments with hardware implementation of RSA on a crypto chip card.In addition to the proposed CCA method can recovery all 1024 bits secret key and recognition rate increases to 100%even when the recorded signals are noisy. 展开更多
关键词 side channel attack correlationpower analysis cross correlation attacks module exponentiation.
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Modeling Multisource-heterogeneous Information Based on Random Set and Fuzzy Set Theory
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作者 文成林 徐晓滨 《Journal of Donghua University(English Edition)》 EI CAS 2006年第6期87-92,共6页
This paper presents a new idea, named as modeling multisensor-heterogeneous information, to incorporate the fuzzy logic methodologies with mulitsensor-multitarget system under the framework of random set theory. First... This paper presents a new idea, named as modeling multisensor-heterogeneous information, to incorporate the fuzzy logic methodologies with mulitsensor-multitarget system under the framework of random set theory. Firstly, based on strong random set and weak random set, the unified form to describe both data (unambiguous information) and fuzzy evidence (uncertain information) is introduced. Secondly, according to signatures of fuzzy evidence, two Bayesian-markov nonlinear measurement models are proposed to fuse effectively data and fuzzy evidence. Thirdly, by use of "the models-based signature-matching scheme", the operation of the statistics of fuzzy evidence defined as random set can be translated into that of the membership functions of relative point state variables. These works are the basis to construct qualitative measurement models and to fuse data and fuzzy evidence. 展开更多
关键词 random set theory DATA fuzzy evidence fuzzy membership functions qualitative measurement model.
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Method of Prototyping Sensitive Dynamic Engineering Structures Supporting Automatic Information Identification Regarding a Structure's Condition
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作者 Tomasz Owerko 《Journal of Civil Engineering and Architecture》 2016年第8期912-918,共7页
This publication presents an algorithm analyzing dynamic sensitive engineering structures. The measurements data which are analyzed were mostly obtained during test loading of given designs, but some examples are made... This publication presents an algorithm analyzing dynamic sensitive engineering structures. The measurements data which are analyzed were mostly obtained during test loading of given designs, but some examples are made also with simulated data. Data are decomposed in time and frequency domains. Hence, one is able to attain the rate of stress absorption of a given structure, in direct conjunction with the presented algorithm that is based upon the Hilbert transformation. Next, the information in stationary signals that represents a given structure before and after damage, is used to help determine the state of existing objects. Finally, the presented algorithm is capable of an in-depth analysis of new structures and monitoring existing ones, including those which are being exposed to continual use. 展开更多
关键词 SHM bridge load testing signal processing SURVEYING deformation monitoring.
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A Parallel Line Segment Intersection Strategy Based on Uniform Grids
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作者 ZHOU Qin ZHONG Ershun HUANG Yaohuan 《Geo-Spatial Information Science》 2009年第4期257-264,共8页
The line segment intersection problem is one of the basic problems in computational geometry and has been widely used in spatial analysis in Geographic Information Systems (GIS). Lots of traditional algorithms study... The line segment intersection problem is one of the basic problems in computational geometry and has been widely used in spatial analysis in Geographic Information Systems (GIS). Lots of traditional algorithms study the problem in a serial environment. However, in GIS, a spatial object is much more complicated and is considered to be always composed of multiple line segments, and one line segment connects another line segment at its endpoint. On the other hand, along with the advances made in computer hardware, more and more personal computers have multiple cores or CPUs equipped. Thus, to make full use of the increasing computing resources, parallel technique is applied as one of the most available methods. Apparently, the traditional algorithms should be improved to take advantage of the technologies. Under these circumstances, based on the modified uniform grid algorithm, which is adapted to dealing with spatial objects in GIS, this paper proposes a parallel strategy in a shared memory architecture. Also, experimental results are given in the final part of this paper to demonstrate the efficiency this strategy brings. 展开更多
关键词 line-segment intersection parallel computing GIS
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