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In face recognition and classi cation, feature extraction and classi cation based on insuf cient labeled data is a well-known challenging problem. In this paper, a novel semi-supervised learning algorithm named deep belief network embedded with Softmax regress (DBNESR) is proposed to address this problem....

the emergence of high penetration of sustainable energy in the power system has increased the demand for faster-ramping units participating in the frequency regulation service. To fulfill the automatic generation control (AGC) and compensate the influence of sustainable energy fluctuations simultaneously,...

The virtual network embedding problem is a majorchallenge in this field. Its target is to efficiently map the virtual nodes and virtual linksonto the substrate network resources. Due to multiple objectives and multipleconstraints, finding the optimal solution turns out to be a very difficult problem....

This design is a temperature detection and automatic control system based on STC89S52 micro controller for the cold storage. Mainly consists of a power supply, a temperature detection circuit, a system control circuit , actuator, the temperature display circuit, alarm circuit and other parts, using DS18B20...

In this paper, a fault-diagnosis method is proposed for generator rolling bearings based on wavelet packet analysis and neural network. Acquisition of wind farm rolling bearings real-time signal under different conditions.Firstly, decomposes vibration acceleration signals use wavelet packets analysis,...

To respond to the issues existing in the teaching of multimedia web page design, this paper has proposed a teaching mode based on the flipped classroom, where teachers provide teaching videos, courseware and other study resources before class, apply task-driven and interactive teaching methods during...

College Chinese is a compulsory public class in preparatory college, but in recent years, a number of ethnic minority college faced with the different degree of teaching difficulties, which mainly reflected in the teachers teach and students difficult to learn. From present situation of the minority...

This paper goes through computer vision technology in the application of image acquisition and processing to solve the surface fatigue crack image recognition detection problem. At the same times, this paper studies machine vision technology (AVI) in the surface fatigue crack detection method, its method...

The Inductive power transfer (IPT) systems' efficiency is determined by kinds of parameters. Aim at maximum the power transfer efficiency for Inductive power transfer (IPT) system, the efficiency of four basic topology IPT systems is analyzed. Based on the analysis, genetic algorithms (GA) are used to...

Nowadays, researches of blogs mining mainly concentrate on opinion mining, community mining, blogs recommendation system and so on, with little concentration on personalities mining. How to mine bloggers' personality accurately and effectively from the tremendous non-structural blog texts becomes a difficulty...

The growth of the middle class who have various lifestyles, one of them is consuming coffee in modern coffee shops. Coffee consumption in Indonesia since 2010 - 2014 had increased.The steady increase of the Indonesian people' s purchasing power has made Starbucks wants to keep increasing the numbers...

This article is based on the practical engineering need of expressway .Study about the mechanical properties of phyllite filler, and then improve the property by using the cement. Testing the original rock phyllite minerals analysis experiment, uniaxial compressive strength test and physical parameters...

For a long time, the instruction of navy equip.’s detections and maintenance is the traditional theories, and the plan servicing is the main instruction thought and organized form. But with the development of electrification and digitization, the traditional method may cause disrepair and excessive repair....

In view of the low signal to noise ration and the difficulty on de-noising for ECG signal collected under unconstrained environment, a GA(Generation Algorithm) based wavelet method of finger ECG de-noising is proposed after a systematic study of wavelet threshold de-noising and generation algorithm....

Lunar exploration data of Chang'e-3 is collected using two measurement & control stations 60 kilometers apart. The data is synthesized by Sumple algorithm and simulation experiments are carried out using Matlab. The synthetic efficiency is higher than 90%, which verifies the applicability of the composition...

The massive adoption of the electric vehicles in the near future with the rapid development of the smart grid shall significantly affair the resident transportation worldwide, while the modeling and simulation are the key approaches in analyzing the effect of the electrification of the vehicles. This...

China is a guanxi-oriented nation. Compared to the Western relational marketing concept, Guanxi incorporates the notion of ganqing and renqing. Based on its unique cultural and institutional backgrounds, Chinese guanxi is a mixture of the affect and instrumentality. This article posits and examines a...

This paper proposes a framework for prosody conversion of emotional speech based on LIBSVM support vector regression model and PAD three dimensional emotion model. We design an emotional speech corpus including 11 kinds of emotional utterances. Each utterance is labeled the emotional information with...

There are dozens of anodes work in aluminum electrolysis at the same time. Because of the particularity of anode work and the waving ability of the melt, different current flow through different anode. Spectral characteristics of the current signal are important parameters of internal status changes...

An essential aspect of stock trading is the accurate forecast of stock price. This enables buy and sell points to be determined, which facilities profitability whilst reducing potential loses. This paper proposes a "Two-stage pattern Strategy (TSPS)" as an effective and intuitive mechanism to identify...

In frequency-domain sounding, "false extreme" phenomenon often appears in the apparent resistivity curve. Previous investigations focused on the subject without considering strata information containing in false Extreme. The use of false extreme effect is a new attempt to explain data. This paper analyzes...

An optimal distribution connection mode can be worked out by use of Fuzzy Analytic Hierarchy Process (FAHP) to comprehensively evaluate connection modes in security, reliability and economy performances. We give a detailed steps of FAHP algorithm, offering a new thought to evaluation of distribution...

In spite of being a significant stakeholder in the sustainable and responsible tourism development and management process, worldwide only a few studies exclusively tried to find out tourists' attitudes towards them. Moreover, they are principally missing in case of developing and least developed countries...

With the gradual popularization of china's higher education , In recent years, The competition between various colleges and universities is becoming more and more fierce, the quality and brand become a magic weapon to win. there is a widespread quantification fuzzy problem in independent college in China...

Four counties (districts) in Guangdong are the examples of the study. The study through reviewing literature, annual financial data, questionnaires and surveys reveals the relationship between economic development and social trust. Based on the study of the data, we found that the trust levels of the...

In the view of the anti-peaking characteristics of wind power, the electric power companies and the users were selected as the object to study and formulate reasonable demand side hourly price mechanism and the demand response model was established based on dynamic game time-of-use price. Proposed model...

In view of the long development cycle and the heavy workload of sheet metal equipment development, the method of intelligent rapid design system that secondary development of sheet metal equipment is operated through 3D CAD software is proposed. This method constructs the expert design knowledge base...

At present, the serious energy consumption, environmental degradation and economic crisis result in the weak employment in traditional industries. The large-scale industrialization, city and countryside integration and the rapid development of economy give rise to desperate shortage of natural resources,...

The article was derived from an author's dissertation which was supervised by three promoters. Theresearch was designed to answer students' need in the field that they need current grammar teaching model which demands students to get involved actively in the learning process by noticing and discovering...

Based on a large turbine-generator foundation in the actual project, dynamic characteristics of 1:10 model of this foundation are obtained from modal analysis of the random excitation method. Natural frequency,mode shapes and damping ratio of the structure are acquired. The results of basic vibrating...

Democratisation wave is a global phenomenon that cuts across countries within the international system. Democracy has become an acceptable system of government which is believed to be the hope of the people. Nevertheless, the relevance of political parties in any democratic arrangement cannot be over-emphasised....

In order to transmit the parameters of Measurement While Drilling (MWD) to the ground rapidly and effectively , a high speed continuous wave mud pulser has been developed.In this paper,the author introduces the overall scheme of the control system,including the position servo control of the Permanent...

Abstract: In this paper, a single-stage rotary inverted pendulum system is set up by using rotary encoder, servo motor and some mechanical structures. Lagrange equation is used to build up the mathematic model of single-stage rotary inverted pendulum. Linear quadratic regulator (LQR) and fuzzy control...

Regarding blind signal separation based on eigenvalue decomposition, when the spatial dimension of signal is wrong in case of unknown source quantity, it will result in significant separation errors. By making use of kurtosis as the cost function, this paper attempts to construct a blind signal separation...

Feature selection (FS) is a crucial data pre-processing process in classification problems. It aims to reduce the dimensionality of the problem by eliminating irrelevant or redundant features while achieve similar or even higher classification accuracy than using all the features. As a variant of particle...

The research aims to test the relationship between the degree of corruption and the performance of listed companies. Based on listed companies' data before and after the implementation of the "eight bans" in 2005 and 2011, we will use the method of empirical research to analyze the impact of regional...

Factors that generate power supply voltage and current distribution in traction networks are considered. Determination methods of the current distribution in the substation area for double power supply sections of a traction network for transport route are provided. A calculation method of currents in...

Central banks of all countries realize a function of banking supervision of credit organizations activity. The authors presented a classification of banking supervision organization models according to a degree and a nature criterion of central banks participation in this process. Moreover, the main...

The urban agglomeration of the Beijing-Tianjin-Hebei region is the core development engine of the Bohai Economic Circle area. However, over the years, because of regional and local competition, the level of integration is low in the city circle, the gap is large in the region, the flow and distribution...

Methods used for the determination of barium content in pyrotechnics are mostly based on traditional chemical method, which is lengthy and cumbersome. If inductively coupled plasma emission spectrometry or atomic absorption spectrometry are used to determine the barium with high content, the sample solution...

Conventional learning is deemed less appropriate to the dynamics of the development of science and technology. In an effort to improve the learning process in accordance with the needs and development of the era, the function of learning media is very important to be utilized. Therefore, classifying...

This article is devoted to the problem of pedagogical methods in teaching a foreign language. The author describes the Russian traditional educational system and different teaching methods. The communicative method based on the author's own teaching experience is analyzed

Preliminary study conducted in some elementary schools located in Semarang found that the information and communication technology-based learning media was not optimally implemented. The type of this research is Research and Development with Waterfall SDLC research model consisting of: analysis, design,...

Globalization and 'One Belt One Road' initiative both stimulate the cooperation of education between China and different countries. The sino-foreign cooperative education is a product. This paper aims to analyze the development about sino-foreign cooperative education between China and Russian Federation....

Objective: Knowing the implementation of Youth Reproduction Health (KRR) program in North Barito District. It is seen from four aspects of Health Services System which include aspects of input, process, output, and impact. This study also specifically aims to obtain information on the implementation...

With the reform of education system, innovation and entrepreneurship education is the development strategy driven by innovation in the country, it is an urgent need to promote economic quality, efficiency and upgrading, and It has become a new concept of educational development. Based on the current...

Grain is perceived as the strategic material affecting the national economy and the people's livelihood, and its security lays the material foundation for building a harmonious society. As the key part in the grain logistics, grain storage and transportation work to guarantee the food security, which...

The view of merit as a new basic system for public personnel management is already final in the newest regulation of ASN (National State Apparatus), and one kind of implementation of merit in the management system is recruitment and selection. Although the new regulation of public personnel management...

The cultivation of applied talents of application under the background of transformation should be based on the requirements of professional talent cultivation orientation transformation, transformation, transformation of teachers, curriculum content, teaching conditions transformation and transformation...

Restricted by some objective factors such as faculty structure, enrollment quality and so on, private colleges and universities experience some difficulties in making breakthrough in the interpretation course for English majors, achieving satisfactory teaching results and receiving encouraging feedback...