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基于模型空间的树形数据处理方法 被引量:2
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作者 董亚东 李正宇 汪阳 《计算机工程》 CAS CSCD 北大核心 2017年第4期194-199,206,共7页
树形结构数据包括多个结点的属性信息与结点间的连接结构信息,然而传统的机器学习对树形数据的处理方法比较单一。为此,提出一种适用于树形结构的树形回声状态网络方法,使用树形回声状态网络对树形结构数据进行建模,得到固定维数的空间... 树形结构数据包括多个结点的属性信息与结点间的连接结构信息,然而传统的机器学习对树形数据的处理方法比较单一。为此,提出一种适用于树形结构的树形回声状态网络方法,使用树形回声状态网络对树形结构数据进行建模,得到固定维数的空间模型,从而将复杂的树形结构数据转换为模型空间中的点。基于模型空间的思想,通过模型空间中点的距离来度量树形结构数据之间的相似度,并将模型与核方法相结合以提高分类器的判别能力。实验结果表明,树的回声状态网络方法与传统方法相比,在相关数据集上有着较好的测试性能。 展开更多
关键词 机器学习 回声状态网络 水库 模型空间 树结构数据
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Design of research platform on telerobot system based on virtual reality technology 被引量:2
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作者 陈俊杰 黄惟一 +2 位作者 宋爱国 奚维旸 林纯 《Journal of Southeast University(English Edition)》 EI CAS 2004年第1期80-84,共5页
A design strategy for a research platform of a telepresence telerobot system based on virtual reality technology is put forward. The design frame of the system is described, and its important core techniques are descr... A design strategy for a research platform of a telepresence telerobot system based on virtual reality technology is put forward. The design frame of the system is described, and its important core techniques are described. An octrees data structure is utilized to build kinematic and dynamic modeling of the virtual simulation environment, Delphi+OpenGL+3DS MAX are adopted to carry through the virtual modeling and visible simulation exploitation of the slave-robot and its environment. Photo-correction is adopted to correct positioning deviation of the virtual geometric model and modeling errors. The cost of software and hardware equipment for the research platform realized is low. The master/slave robot (manipulator) system and all software in the system were designed and manufactured by our research group. The performance of the system has reached the level required for research. An indispensable experiment base is provided for the research of a telepresence telerobot system based on virtual reality technology. 展开更多
关键词 Computer simulation Computer software Data structures MANIPULATORS Remote control Virtual reality
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Visualizing Data Tree-Table Based on the Database
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作者 孙广义 侯运炳 +1 位作者 李朝义 张海波 《Journal of China University of Mining and Technology》 2001年第1期56-59,共4页
The data tree table is a type of data structure consisting of data tree and table, which has a wide field of applications. The visual and dynamic growing algorithm of data tree table and its software method are presen... The data tree table is a type of data structure consisting of data tree and table, which has a wide field of applications. The visual and dynamic growing algorithm of data tree table and its software method are presented based on the theory of the data structure and visual technology of software. The method of the expression and management of data tree table with relational mode are explored. 展开更多
关键词 data tree table VISUALIZATION ALGORITHM
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Injections of ginkgo in the treatment of cerebral infarction: a systematic review and network Meta-analysis 被引量:12
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作者 Tan Di Wu Jiarui +4 位作者 Liu Shi Zhang Dan Cui Yingying Zhang Xiaomeng Zhang Bing 《Journal of Traditional Chinese Medicine》 SCIE CAS CSCD 2018年第1期1-11,共11页
OBJECTIVE: To assess the clinical effectiveness and safety of injections of ginkgo (GI) combined with Western Medicine (WM) for cerebral infarction (C/). METHODS; Randomized controlled trials (RCTs) of C/trea... OBJECTIVE: To assess the clinical effectiveness and safety of injections of ginkgo (GI) combined with Western Medicine (WM) for cerebral infarction (C/). METHODS; Randomized controlled trials (RCTs) of C/treated by GI were searched in China National Knowledge Infrastructure Database, Wanfang, China Science and Technology Journal Database, Web of Science, Cochrane library, Embase, PubMed and Chinese Biomedical Literature Database, with the publication data no later than April, 2016. The Co- chrane risk of bias method was used to evaluate the methodological quality of the RCTs. The data were analyzed by Review Manager 5.3, Stata 13.0, and WinBUGS 14 software.RESULTS: Totally 37 RCTs involving 4330 patients were included. By direct comparison, the results of GI group were significantly superior to the routine WM group in the total effective rates [OR = 3.61, 95% CI (2.93, 4.44), P 〈 0.0001], the neural function defect score (NFDS) [MD = - 4.39, 95% CI (- 5.47, - 3.32), P 〈 0.0001]. Network Meta-analysis (NMA) results showed that, between S GIs in efficacy, the difference comparing ginaton injections (GbE) to ginkgo-dipyidamolum injections (GD) [OR = 1.74, 95% CI (0.73, 3.65)], shuxuening injections (SXN) [OR = 1.06, 95% CI (0.609, 1.697)] or ginkgolides in- jections (GK) [OR = 4.711, 95% CI (1.178, 13.21)] reach statistical significance; the difference compar- ing GD to GK reach statistical significance [OR = 2.791, 95% CI (0.866, 6.908)]; the difference com- paring SXN to GK reach statistical significance [OR = 4.537, 95% CI (1.203, 12.41)]. Besides, there was no difference between 4 GIs in NFDS. Proba- bility ranking result showed a great possibility for GK [Surface under the Cumulative Ranking curve (SUCRA) = 80.3%] in improving the total effective rates, which were followed by GD (SUCRA = 73.34%), SXN (SUCRA = 46.59%), GbE (SUCRA = 45.46%), floium ginkgo extract and tertram ethy- pyrazine sodium chloride injections (FT) (SU- CRA = 35.64%). However, GK (SUCRA = 80.3%) or GbE (SUCRA = 69.4%) was better than other GIs in reducing NFDS.GK + WM is the best treatment measures to reduce NFDS in cerebral infarction, which were followed by SXN + WM (SUCRA = 51.6%), GD + WM (SUCRA = 48.1%). CONCLUSION: GIs was more effectiveness on CI than the routine Western Medicine. But based on the limitations of the study, more high-quality ran- domized controlled trials will be necessary. 展开更多
关键词 tnjections Ginkgo biloba Cerebral in-farction Network Meta-analysis REVIEW
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