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21.
Fuzzy local maximal marginal embedding for feature extraction 总被引:1,自引:0,他引:1
Cairong Zhao Zhihui Lai Chuancai Liu Xingjian Gu Jianjun Qian 《Soft Computing - A Fusion of Foundations, Methodologies and Applications》2012,16(1):77-87
In graph-based linear dimensionality reduction algorithms, it is crucial to construct a neighbor graph that can correctly
reflect the relationship between samples. This paper presents an improved algorithm called fuzzy local maximal marginal embedding
(FLMME) for linear dimensionality reduction. Significantly differing from the existing graph-based algorithms is that two
novel fuzzy gradual graphs are constructed in FLMME, which help to pull the near neighbor samples in same class nearer and
nearer and repel the far neighbor samples of margin between different classes farther and farther when they are projected
to feature subspace. Through the fuzzy gradual graphs, FLMME algorithm has lower sensitivities to the sample variations caused
by varying illumination, expression, viewing conditions and shapes. The proposed FLMME algorithm is evaluated through experiments
by using the WINE database, the Yale and ORL face image databases and the USPS handwriting digital databases. The results
show that the FLMME outperforms PCA, LDA, LPP and local maximal marginal embedding. 相似文献
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智能照明是未来道路照明的发展方向.基于电力载波通信技术,设计开发出一套道路照明智能控制系统.该系统无需额外敷设照明控制信号通信线缆,可实现路灯故障自动检测、远距离分组调光控制、单灯调光控制、整体调光控制等,从而实现道路按需照明,为城市道路照明节能化、舒适化、智慧化建设提供了一套系统解决方案.该系统在城市隧道照明节能改造工程试点运行,综合节能率达78.8%. 相似文献
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采用提拉法生长出了掺钕钨酸铋钠(分子式Nd:NaBi(WO4)2,简称Nd:NBW)和掺钕钨酸钇钠(分子式Nd:NaY(WO4)2,简称Nd:NYW)晶体。通过TG-DTA分析得到Nd:NBW的熔点为936.2℃,Nd:NYW的熔点为1209.07℃。由吸收光谱可以看出,Nd:NBW在802nm有较强的吸收峰,Nd:NYW在804nm,752nm,586nm附近有较强、较宽的吸收峰,二者均适合于LD泵浦;并计算了晶体中Nd^+3+的吸收截面积。通过比较Nd:NBW和Nd:NYW的红外光谱和拉曼光谱结果,认为二者结构基本相同,为四方晶系、白钨矿结构、141/a空间群。 相似文献
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ZHANGJianjun WANGRuifen WANGShuping LIUHongmei LIJibiao BAIJihai 《稀有金属(英文版)》2004,23(2):126-130
The thermal behavior of Tb2(BA)6(PHEN)2 (BA: benzoate, and PHEN: 1,10-phenanthroline) in a static air atmospbere was investigated by TG-DTG, SEM and IR techniques. By the kinetic method of processing thermal analysis data put forward by Malek et al., it is defined that the kinetic model for the first-step thermal decomposition is SB(m, n). The activation energy E for this step reaction is 99.07 kJ/mol, the entropy of activation ΔS^≠ is -84.72 J/mol, the enthalpy of activation ΔH^≠ is 94.26 kJ/mol, the free energy of activation ΔG^≠ is 144.77 kJ/mol and the pre-exponential factor lnA is 20.93.The lifetime equation at mass-loss of 10% was deduced as lnτ = -29.0312 19760.83/T by isothermal thermogravimetric analysis. 相似文献
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Huyong Yan Guoyin Wang Di Wu Yu Huang Mingsheng Shang Jianjun Xu Kun Shan Xiaoyu Shi Jianhua Dong Lei Feng Botian Zhou Ye Yuan Yufei Zhao 《Water Resources Management》2017,31(5):1435-1456
In the field of water quality management, it is vital to determine the main precursory anomalies from the precursor of intricate water bloom in the context of a given area. In this paper, a water bloom precursor analysis method, based on two direction singular rough set, was proposed. This approach was produced on the basis of the different sections and pre-water bloom of water bloom precursor anomalies and characteristic of elements transferred in singular rough set. For testing the validity of two direction singular rough set application in water bloom precursor analysis, Xiangxi River, which is one of the typical tributaries of Three Gorges Reservoir in China, was selected as study area. The result showed that compared with other indexes, pH and dissolved oxygen (DO) are the most valuable indicators of water bloom in the precursory anomalies. Furthermore, regarding with water bloom precursory anomalies in Xiangxi River, most of the nutrient loading and biological community are the key indicators. Hence, this method can determine the main precursory anomaly for water bloom in the study area, which provides powerful knowledge support to water quality specialists for them to comprehensively analyze precursory anomaly so as to find out its relationship with occurrence law of water bloom. 相似文献
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煤基高分子复合材料研究现状及发展趋势 总被引:3,自引:0,他引:3
介绍了煤基高分子复合材料研究现状,包括煤粉填料、神府煤/高密度聚乙烯共混体系、特种无烟煤粉共混塑料、煤/聚己内酰胺复合材料、风化煤腐殖酸/聚己内酰胺复合材料和傅一克烷基化改性煤/聚丙烯复合材料,以及煤基高分子复合材料的应用,并分析了煤基高分子复合材料的发展趋势。 相似文献