利用URL-Key领域术语识别方法

首次提出利用URL-Key进行领域术语识别的方法。以URL作为媒介, 借助已知URL-Key的领域性来判断未知领域候选术语的领域性。首先, 借助互联网中已有的人工分类领域URL, 根据URL-Key在各领域汇总使用的频度, 采用基于方差的领域URL-Key识别方法, 构建领域URL-Key词表; 然后, 利用伪反馈技术, 收集候选领域词检索得到的URL结果集, 根据URL结果集构建候选领域术语的URL-Key特征向量; 最后, 利用SVM对候选领域术语进行提取。在4个领域进行实验, 都取得不错的效果。新提出的方法可以有效地解决低频术语识别问题, 为低频术语的识别提供新的思路。     

New testing methodology for the quantification of rock crushability: Compressive crushing value (CCV)

Crushing is a size reduction process that plays a key role in both mineral processing and crushing-screening plant design. Investigations on rock crushability have become an important issue in mining operations and the manufacture of industrial crusher equipment. The main objective of this research is to quantify the crushability of hard rocks based on their mineralogical and mechanical properties. For this purpose, the mineralogical, physical, and mechanical properties of various hard rocks were determined. A new compressive crushing value (CCV) testing methodology was proposed. The results obtained from CCV tests were compared with those from mineralogical inspections, rock strength as well as mechanical aggregate tests. Strong correlations were found between CCV and several rock and aggregate properties such as uniaxial compressive strength (UCS), the brittleness index (S₂₀), and aggregate impact value (AIV). Furthermore, the relationship between the mineralogical properties of the rocks and their CCVs were established. It is concluded that the proposed testing methodology is simple and highly repeatable and could be utilized as a pre-design tool in the design stage of the crushing process for rock quarries.     

基于深度极限学习机的高光谱遥感影像分类研究

高光谱遥感数据越来越普及并为人们广泛使用,基于高光谱遥感数据的地面物体精确分类是高光谱遥感技术的核心应用之一.针对高光谱遥感影像的分类问题,提出一种基于深度极限学习机(D-ELM)的分类方法.该方法利用一种新的深度学习模型——深度极限学习机对高光谱遥感影像进行分类,并与基于极限学习机(ELM)、支持向量机(SVM)、核极限学习机(ELMK)分类方法进行了比较分析.研究结果表明:相对于ELM、SVM、ELMK分类方法,D-ELM分类方法能够更加准确地挖掘高光谱遥感影像的空间分布规律,提高分类的准确度.     

尾矿库溃坝灾害防控现状及发展

尾矿库溃坝灾害应急响应时间短、潜在威胁巨大,往往造成惨重人员伤亡与巨额财产损失.近些年尾矿库安全事故发生数量的总体下降趋势充分体现出现代化技术及安全管理方面的进步,然而重大事故发生频次却不减反增,2015年巴西Samarco铁矿与2014年加拿大Mount Polley重大溃坝事故及其惨重后果,再次为尾矿库安全敲响警钟.我国现存尾矿库8869座,含"头顶库"1425座,安全形势复杂.本文在收集大量相关领域文献的基础上,聚焦尾矿库溃坝灾害防控体系中的安全监测、灾害预警与应急准备、安全管理与标准规范这三大方面核心内容,分别综述对比国内外现状及前沿进展,探讨分析我国当前所面临的问题并尝试提出改进建议,为尾矿库防灾减灾理论研究与技术革新提供参考.结果表明:(1)我国尾矿库安全监测标准更高,但仪器耐久性、可靠度与实用性不足,专用监测器件与新技术的研发应用势在必行;(2)灾害预警方法单一且可信度不高,而信息技术融合应用成为发展趋势;(3)应急管理与预警决策需以充分的科学论证为基础,当前研究在试验手段与计算方法上存在局限;(4)我国拥有完善的安全管理标准规范体系,但在安全等别划分、全生命周期管理、主体变更、事故总结等方面相对欠缺.     

转炉炼钢的物料结构优化

利用60 t转炉研究了采用不同含铁物料及不同比例石灰石炼钢时的钢铁料消耗、氧气消耗量和煤气产生量的变化规律.研究发现：当采用铁水作为原料，渣钢和块矿作为冷却剂时，钢铁料消耗最低，仅为1072.07 kg·t-1；当采用铁水和废钢作为原料，配有磁选渣铁时，钢铁料消耗最高，达到1092.91 kg·t-1；随着石灰石加入量的增加，钢铁料消耗增加，氧耗略有降低，吨钢煤气产生量增加.研究结果为炼钢过程优化物料结构、降低生产成本提供了新的方法.     

A Proof of the Duality of the DINA Model and the DINO Model

The Deterministic Input Noisy Output “AND” gate (DINA) model and the Deterministic Input Noisy Output “OR” gate (DINO) model are two popular cognitive diagnosis models (CDMs) for educational assessment. They represent different views on how the mastery of cognitive skills and the probability of a correct item response are related. Recently, however, Liu, Xu, and Ying demonstrated that the DINO model and the DINA model share a “dual” relation. This means that one model can be expressed in terms of the other, and which of the two models is fitted to a given data set is essentially irrelevant because the results are identical. In this article, a proof of the duality of the DINA model and the DINO model is presented that is tailored to the form and parameterization of general CDMs that have become the new theoretical standard in cognitively diagnostic modeling.     

Synthesis of the 3D porous carbon-manganese oxide (3D-C@MnO) nanocomposite and its supercapacitor behavior study

A 3D porous carbon-manganese oxide ([email protected]) nanocomposite is successfully synthesized via a thermal plasma deposition method. The chemical bonds and compositions, phase structures, surface morphologies, etc. of as-obtained [email protected] nanocomposite were characterized by the various equipment, such as X-ray diffractometer, X-ray photoelectron spectroscopy, and electron microscopes. The electrochemical performances of the [email protected] nanocomposite electrode showed a specific capacitance of 780 F g^?1 at a current density of 2 A g^?1 and a capacitance retention rate of 99% after 5000 charge-discharge cycles at a high current density of 10 A g^?1. These excellent capacitive performances may be attributed to the encapsulation of MnO nanoparticles by porous carbon sheets in the [email protected] MnO nanocomposite structure. It is believed that the carbon-encapsulated MnO nanoparticles can be protected from a volume deformation during the charge adsorption/desorption cycle and can be electrically improved by the encapsulated carbon sheets, resulting in better overall capacitive performance. In addition, this study also demonstrates the practical applicability by assembling a supercapacitor using the as-obtained [email protected] nanocomposite to glow a light emitting diode.     

Sonochemical synthesis of nanostructured nickel hydroxide as an electrode material for improved electrochemical energy storage application

A facile and fast approach for the synthesis of a nanostructured nickel hydroxide(Ni(OH)_2) via sonochemical technique is reported in the present study. The X-ray diffraction results confirmed that the synthesized Ni(OH)_2 was oriented in β-phase of hexagonal brucite structure. The nanostructured Ni(OH)_2 electrode exhibited the maximum specific capacitance of 1256 F/g at a current density of 200 mA/g in 1 M KOH_((aq)). Ni(OH)_2 electrodes exhibited the pseudocapacitive behavior due to the presence of redox reaction. It also exhibited long-term cyclic stability of 85% after 2000 cycles, suggesting that the nanostructured Ni(OH)_2 electrode will play a promising role for high performance supercapacitor application.     

泛代数上的Groebner-Shirshov基理论

综述了域上或交换代数上的线性（-）代数的相应的簇（范畴）的 Groebner-Shirshov 基理论的新成果，如:结合代数（包括群（半群）代数），自由代数的张量积，李代数，Di-代数，pre-李代数，Rota-Baxter代数，metabelian李代数，L-代数，半环代数，范畴代数，等．以上结果包含了许多应用，尤其是给出了一些著名结论的新的证明．     

Social Media as a Mean for Improved Technical Communication

Technical communication (TC) is an important activity in order to provide the users of technical artifacts with necessary information concerning the operation and maintenance of the products they are using. In the current working procedures of TC, however, the users become too passive. They are just receivers of information. Further, there is no effective feedback from the users to the producers of the information. In order to overcome those problems we here propose an application of social media (SM) in future TC. By using SM as a complementary channel for TC it becomes possible for technology firms to boost their competitive advantage and to improve the quality and completeness of their TC. This technique, however, is still more of a potential and less of a reality. Several problems, mostly concerning security and confidentiality remain to be solved. The empirical base for this work comes from TIC, an EU-funded development project involving several Swedish technology companies. Published research results are somewhat scattered but several sources coherently indicate both the need and potential for SM as a vehicle in TC. By scanning the net it is further possible to identify a number of seemingly successful applications of SM in such applications.