体域网中基于特征组合的步态行为识别

物联网(internet of things,IOT)拥有无处不在的识别、传感和通信能力,体域网(body area network,BAN)属于物联网中和人体相关的领域,其应用广泛,可以在日常生活中对人们进行监测及提供帮助.行走是许多日常活动的基本环节,因而步态分析能为体域网应用提供重要的生理行为信息.现有的步态分析已取得一定的研究成果,但仍存在一些问题,例如大多数步态特征提取是对加速度信号进行6重以上的变换,使得特征达到了45维以上,最后需要通过降维或优化来简化特征,较为复杂.本文设计一种灵活便捷的数据采集系统,并利用小波变换、傅里叶变换和四分位差提取出加速度信号中比较简单、低维度但能反应运动特征的步态参数,之后通过模式识别算法进行步态行为识别验证.实验结果表明该系统使用方便,特征提取方法简单实用,识别精确度为97%,EER(equal error rate)最小可到0.9%.     

Forecast Combination and Bayesian Model Averaging: A Prior Sensitivity Analysis

In this study we evaluate the forecast performance of model‐averaged forecasts based on the predictive likelihood carrying out a prior sensitivity analysis regarding Zellner's g prior. The main results are fourfold. First, the predictive likelihood does always better than the traditionally employed ‘marginal’ likelihood in settings where the true model is not part of the model space. Secondly, forecast accuracy as measured by the root mean square error (RMSE) is maximized for the median probability model. On the other hand, model averaging excels in predicting direction of changes. Lastly, g should be set according to Laud and Ibrahim (1995: Predictive model selection. Journal of the Royal Statistical Society B 57 : 247–262) with a hold‐out sample size of 25% to minimize the RMSE (median model) and 75% to optimize direction of change forecasts (model averaging). We finally apply the aforementioned recommendations to forecast the monthly industrial production output of six countries, beating for almost all countries the AR(1) benchmark model. Copyright © 2011 John Wiley & Sons, Ltd.     

Revision of the genus Mimopodabrus Wittmer (Coleoptera,Cantharidae)

The genus Mimopodabrus Wittmer is reviewed, and the genus diagnosis is re-described. Three new species are described, M. multidentatus sp. nov. (Guangdong, China), M. variabilis sp. nov. (Yunnan, China) and M. diversefoveolatus sp. nov. (Lao Cai, Vietnam), with illustrations of habitus, antennae and aedeagus. A species is transferred from Micropodabrus to this genus, M. bicoloriceps (Wittmer, 1989 Wittmer, W. 1989. 42. Beitrag zur Kenntnis der indo-malaiischen Cantharidae und Malachiidae (Coleoptera). Entomol Basil., 13: 209–237.  [Google Scholar]) comb. nov. A species is synonymized, M. bicoloriceps (Wittmer, 1989 Wittmer, W. 1989. 42. Beitrag zur Kenntnis der indo-malaiischen Cantharidae und Malachiidae (Coleoptera). Entomol Basil., 13: 209–237.  [Google Scholar]) comb. nov.?=?M. bicoloriceps Wittmer, 1997 syn. nov. and the definition of M. yunnanus (Wittmer, 1993 Wittmer, W. 1993. Zur Kenntnis der palaearktischen und indo-malaiischen Cantharidae (Coleoptera). Entomol Basil., 16: 203–253.  [Google Scholar]) is restricted. A key to all known species of this genus is provided.     

A study of Platyplectrus Ferrière (Hymenoptera: Eulophidae) in mainland China

This paper reviews the Chinese species of Platyplectrus Ferrière. Twelve valid species are recognized from mainland China and a key to species is provided. Trichoplectrus Erdös (1951 Erdös, J, 1951. "Eulophidae novae. Acta Biologica". 1951, Academiae Scientiarum Hungaricae, 2(1–3), 169–237. [Google Scholar]) is newly synonymized with Metaplectrus Ferrière (1941 Ferrière, C, 1941. New species of Euplectrini (Hym. Chalcidoidea) from Europe, Africa and Asia, Bulletin of Entomological Research 32 (1941), pp. 17–48.[Crossref] , [Google Scholar]) and three new combinations are proposed: Metaplectrus szepligetii (Erdös) from Platyplectrus, Platyplectrus bussy (Crawford) from Euplectrus and P. politus (Lin) from Metaplectrus. Four species of Platyplectrus were known previously from China: P. politus (Lin), P. odontogaster (Lin), P. papillata Lin and P. medius Zhu and Huang. Six species, P. bussyi (Crawford), P. laeviscuta (Thomson), P. natadae Ferrière, P. orthocraspedae Ferrière, P. pannonica (Erdös) and P. viridiceps (Ferrière) are newly recorded from China and re-described. Five new species, P. pulcher, P. setulosus, P. peculiaris, P. obtusiclavatus and P. variflagellum are described and compared with related species. Several species are also newly recorded from other regions: P. orthocraspedae Ferrière from the Afrotropical region, P. bussyi (Crawford) and P. laeviscuta (Thomson) from the Australian/Pacific region, P. laeviscuta (Thomson) from the Oriental region and P. viridiceps from the Palearctic region.     

7种化学杀菌剂和拮抗菌代谢物对苹果斑点落叶病菌的抑制活性及增效组合筛选

目的 为苹果斑点落叶病的防控提供新颖的杀菌剂及其增效组合。方法 采用菌丝生长速率法测定了7种化学杀菌剂、拮抗菌发酵代谢物及其复配剂对苹果斑点落叶病菌的抑制活性。结果 7种化学杀菌剂均对病菌有较强的抑制活性,其中戊唑醇、苯醚甲环唑和丙环唑3种药剂对病菌抑制效果最佳,EC₅₀分别达0.21、0.30和0.81 μg/mL,其次为吡唑醚菌酯、代森锰锌和嘧菌酯。多菌灵的抑菌效果最差,EC₅₀为15.03 μg/mL。生防菌发酵上清液和发酵上清粗提物对病菌的EC₅₀分别为2.38 μL/mL和0.53 μL/mL。发酵上清液粗提物和代森锰锌、吡唑醚菌酯的复配均表现为增效作用,其中体积比6∶4和7∶3达最大毒性比,分别为1.39和1.41。结论 戊唑醇、苯醚甲环唑和丙环唑对苹果斑点落叶病菌的毒力最大。解淀粉芽孢杆菌SJ1606所产粗提物对化学杀菌剂代森锰锌和吡唑醚菌酯具有增效作用,为后续农药新制剂研发提供了参考数据。     

通道裁剪下的多特征组合目标跟踪算法

针对深层特征存在冗余通道影响跟踪速度和精度以及单一特征难以适应复杂场景的问题,提出了一种通道裁剪下的多特征组合目标跟踪算法。首先,在相关滤波算法的框架上结合传统手工特征和深层特征进行跟踪。其次,通过对比深层特征通道上目标区域和搜索区域的特征均值设计通道裁剪策略,筛选出合适的特征通道。最后,通过隔帧更新的方式更新深度特征,通过平均峰值相关能量更新传统特征滤波模板,最终实现准确跟踪。与10种算法在OTB2013和OTB2015数据集上进行对比实验的结果表明,本文算法在跟踪准确度和成功率方面都取得了更为理想的结果。     

基于学习的证券市场专家预测意见合成研究

针对证券市场的专家预测意见的特点，研究了将学习、证据理论与协同学理论引入证券市场专家预测意见合成的理论与方法．讨论了将专家的历史预测数据用基本可信数表示作为学习样本，对初选专家进行聚类分析选择有协同效应的专家．该方法用神经网络优化基本可信数的修正系数，再用Dempster合成规则进行预测意见的合成．实验结果表明该方法应用于解决实际问题时具有较好的效果．     

三机床置换Flow-shop问题求解的一种新方法

对三机床置换How-shop问题(PFSP)进行了研究，得到一种下界算法，提出了一种评价函数用于求解时选择后续工件，求解时使用下界选择第1个加工工件可以大大减少计算量．改变第1个加工工件、评价函数中的参数后可能得到更好的解，实验结果表明：使用这种方法求得的解对应的总加工时间非常接近下界，求得的解基本是问题的最优解．与现有方法相比，这种方法得到的结果较好，计算量较少，求解n个工件的三机床PFSP的计算量相当于O(n^3)。     

组合变形梁危险截面

从教学角度通过计算对危险截面位置的确定,并对其进行了证明。     

基于工学结合的校内生产性实训基地建设初探——以马鞍山职业技术学院动漫专业为例

生产性实训教学是高职院校教学体系的必要环节,是实现高职教育目标,为社会培养高素质技能型人才的主要手段.校企合作共建校内生产性实训基地是提高学生专业技能和职业素养的有效途径,也是提高专业教师生产实践能力、优化教师队伍的捷径.