基于平衡采样的轻量级广告点击率预估方法

类似Google AdSense这样的定向广告投放系统在过去十年得到了长足的发展和进步, 在定向广告投放系统中, 机器学习方法在广告点击率预估扮演着重要角色。目前, 广告点击率预估模型中的训练数据逐渐呈指数级增长, 越来越大的训练数据给模型的扩展性带来了极大的不便。很多有用的特征以及复杂的模型受限制于训练集规模而无法加入到模型之中。借鉴类别不平衡问题中的平衡采样策略, 通过多次采样的负样本数据和集成学习, 缩短训练时间, 改善学习准确率。实验证明在采用了平衡采样之后, 点击率预估效果和线上资源消耗都得到了优化。     

岩盐溶解速率的研究

在岩盐溶解速率及其影响因素的实验研究基础上,建立了岩盐溶解速率的计算公式。研究的结果可为岩盐开采和其他水溶法矿物开采提供参考。     

流化床技术在提高尿素产品质量中的应用

应用尿素流化床装置有效解决了因造粒塔能力不足而造成的成品尿素温度偏高、粉尘含量较高、平均粒径偏小、存放易结块等问题，并且具有良好的经济效益。     

孤东油田二区聚合物驱工程可行性研究

孤东油田二区开发单元,目前已进入特高含水开发阶段,由于油层非均质性及驱替水与油层内流体流度比制约着注入水的驱油效果,水驱采收率不高。针对二区油藏特点及水驱开发现状,决定开展聚合物驱可行性研究。     

高科技纤维在摩擦制动材料中的应用

本文介绍了一些高科技纤维在聚俣物基摩擦材料中的使用情况，指出在摩擦材料中使用高科技纤维已成为摩擦材料的一个发展趋势，但需要大大提高高科技纤维的性价比和使用纤维混杂技术。     

聚酯装置热媒系统串级使用节能改造

现有部分聚酯车间设计和建设时间较早,装置能耗较高,为了节能降耗,对现有热媒系统进行改造,一是将装置高温回油梯级使用到低温系统;二是改造部分热媒系统为串级使用,停开或降低热媒泵电耗。经过以上一系列改造和优化,有效提高了热能使用效率,减少了装置耗电,从而实现了热媒系统的节能降耗。     

Information systems use as strategy practice: A multi-dimensional view of strategic information system implementation and use

Information systems (IS) are strategic in so far as they are used to realize strategic intent. Yet, while much has been said about aligning IS functionality with the strategic intent and how to organizationally implement strategically aligned systems, less is known of how to successfully implement strategic change associated with system use – a truly critical challenge within strategic IS implementation. Drawing on a strategy-as-practice perspective we address this gap by developing a multi-dimensional view of IS strategy, conceptualizing three key challenges in the IS strategy process, to explain how and why a paper mill, despite successfully implementing a strategic production management system, failed to produce intended strategic change. We call this outcome strategy blindness: organizational incapability to realize the strategic intent of implemented, available system capabilities. Using a longitudinal case study we investigate how cognitive rigidity of key actors and fixed, interrelated practices shaped the implementation of the new production system. We also identify core components and dynamics that constitute a richer multi-dimensional view of the IS strategy implementation (alignment) process. In particular, we identify three salient factors that contribute to strategy blindness – mistranslation of intent, flexibility of the IT artifact and cognitive entrenchment – and discuss how they affect strategic implementation processes. We conclude by discussing implications of our findings for IS strategy theory and practice, especially the contribution of strategy-as-practice to this stream of research.     

An analysis,design and tuning of Cascade Control Systems in the presence of constraints in actuator and process outputs

In the presence of rate constraints in actuator, design of cascade controller based on the primary controller conditional integration can result into closed-loop system oscillations. Stability analysis, performed by the describing function technique and confirmed by simulation, demonstrates that the solution based on the Anti-Reset Windup Cascade Control System (ARW CCS) structure is successful. Design and tuning of the ARW CCS secondary controller is a standard ARW single-input single-output problem. In the present paper tuning is proposed for the ARW CCS primary controller. For the serial process modeling simple rules are derived and confirmed by experimental results, obtained on a drum type boiler of a 210 MWe lignite coal fired unit. General design of the ARW CCS is based on the parallel process modeling and optimization of the primary controller. Optimization is performed in the frequency domain, under constraints on the maximum sensitivity, multiplicative uncertainty bound and sensitivity to measurement noise. Simulation and experimental results on a laboratory thermal plant demonstrate effectiveness of the proposed optimization.     

从使用频率看化妆品防腐剂走势(续前)

介绍了FDA的化妆品配方自愿登记计划（VCRP）及参与的好处，对《化妆品与盥洗用品》杂志公布的近30年来的的化妆品防腐剂使用频率数据进行了整理，描述了历次统计前20位品种的变迁，对一些重要品种，如重氮咪唑烷基脲、咪唑烷基脲、二羟甲基二甲基乙内酰脲、甲醛类、季铵盐-15、布罗波尔、异噻唑啉酮类、碘代丙炔基于基氨基甲酸酯（IPBC）、三氯生、苯氧乙醇和尼泊金酯类等的走势和应用进行了介绍。     

化学镀镍-磷合金机理的研究

通过对化学镀Ni—P合金过程中线性极化电阻及沉积速度的测量,得出极化电阻的倒数1/Rp与电流密度i呈线性关系。用阳极极化曲线的方法,较详细地研究了次磷酸钠在镍电极上的氧化过程。提出了化学镀Ni—P合金是按电化学机理进行的。