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Aiming at the problems of time-consuming feature extraction and general efficiency in the detection of en-crypted traffic by traditional machine learning algorithms, an intrusion detection model based on deep learning long short-term memory network (LSTM) was proposed. First, the malicious encrypted...

Education fairness is an important foundation of social equity. Realization of education fairness plays a very important role in national development, social progress and human development. Under the background of internet plus, the internet deeply integrates with traditional industries, forming new...

Ant Colony Optimization algorithm (ACO) is a viable method for attacking hard combinatorial optimization problems. In this paper, researchers applied adaptive method to the Max-Min ant system (MMAS). In every cycle of the search, researchers can determine the number of elite ants adaptively. In the search...

The nickel deposits of different microstructures were obtained by electroforming with abrasive-assisted, .The effects of friction strength on the surface morphology and the microstructures of the deposits were studied. The results indicate that the deposits with homogeneous microstructures were obtained...

With the development of market economy and accelerated economic globalization, especially in the context of language training model Economics Business English Talents many universities started from a single training mode of school-enterprise cooperation to transition and change. Many local colleges and...

With the continuous development of science and technology, new media have appeared. There are no limits to time and space for people's information acquisition through new media. This provides a lot of convenience. The most representative media is Wechat, a chatting application developed by Tencent. Related...

This article tries to find an arbitrage strategy in the gold prices market of China. And the method is the linear regression based on the time serious date, the gold price, the gold companies’ stock prices and other metals prices from 2002 to 2014, and the data of different period, so we tried to test...

This paper proposes a hierarchical association multi-target tracking trajectory generation method. The AdBoost method combined with online discriminant analysis apparent model is first utilized to achieve initial tracking trajectories; then, the Hungarian method is utilized to optimize fragmented and...

Tourism industry belongs to the typical sensitive sectors, very vulnerable to changes in the internal and external environment, and on the basis of the tourism resources development model largely limits the transformation of urban industry, make the urban economic system lack of coping capacity. Especially...

Arch dam is a water retaining arch structure that convex upstream on the plane, the stability of arch dam does not need to rely on its own weight in water to maintain, mainly using the reaction of the bedrock of arch side to support and the section of arch ring mainly bear the axial reaction force, which...

Chlorophyll-a concentration is an important parameter of the Southern Ocean water environment, and is influenced by factors such as melting sea-ice and so on. This paper validated and justified the applicability of chlorophyll-a and sea-ice extent derived from MODIS data in understanding the spatial-temporal...

Anti omissions system of nursery school bus based on single-chip processor, which is aimed at resolving security incidents of children omissions. The system consists of microcontroller, infrared microwave double sensors, GSM SMS module and buzzer. It adopted Microwave double infrared, which improve detection...

The user interface is a broad concept, which exists in various fields of science and technology, measuring instrument dial, TV remote controller, and the radio knob, etc, all belonging to the category of user interface. With the emergence and development of the computer, it is used in every field of...

To improve the long-distance transmission cable interface test automation level, proposed feature extraction based on the type of adaptive signal recognition technology. Through various types of interface signals in time domain and frequency domain characteristics analysis, using interpolation to achieve...

An approach for software reliability qualitative evaluation by using a modified Delphi hierarchy process based on cloud model was proposed. When the weights of the factors affecting software reliability are determined, we can obtain software reliability qualitative rules using standard weighted association...

Cloud computing is becoming one of the hottest research area in the computer science and technology community. With Moore’s law supplying billions of transistors on-chip, embedded systems are undergoing a transition from single-core to multi-core to exploit this high transistor density for high performance....

The paper analyzed a steel thick cylinder, established a bilinear kinematic hardening model based on the von Mises yield criterion. We also considered the parameters of the material yield limit, the autofrettage pressure, working pressure and cylinder diameters, studied of a response surface model to...

In order to develop an employee perception of being trusted scale based on our cultural background ,in-depth interviews with seven state-owned enterprises and six privately-owned enterprise personnel; using the grounded theory to construct a structural model of employees’ perception of being trusted;...

Before the discussion of rule of law, firstly, we should understand the concept of law, which has relatively clear definition in academic circles. In general, the law is a kind of norm or normative system which is formulated or approved by the state, and guaranteed and enforced by coercive force of the...

In this paper, first of all, how to realize the real-time positioning of the robot by the inertial sensor was discussed. Secondly, how to realize the real-time positioning of robot by visual sensor was discussed and researched deeply. Finally, combined with low-cost inertial measurement unit (IMU) in...

With the characteristic which the control of the multiphase machine is more complex compared with three-phase ac machine, a novel control method is proposed in this paper, namely six-phase motor trapezoidal wave phase current control. By using the trapezoidal phase current waveform, the stator winding...

The study’s goal is to determine whether madrasah principals’ leadership styles, motivation, and teacher work discipline have an effect on teacher performance in the Mts Negeri 2 Palembang Region. This study’s tool is descriptive quantitative, with a survey methodology, data collection methods to determine...

Based on social constructivism, Project-based Learning (PBL) is a student-centered teaching model built to address complex and challenging authentic problems, in which students’ co-construct core knowledge and apply the knowledge. PBL has obvious advantages over the traditional teacher-centered model...

The COVID-19 pandemic is wreaking havoc on the global economy and people’s lives, especially in the wholesale and retail sectors, which are closely related to people’s basic needs. This paper will discuss the impact and changes of COVID-19 on wholesale and retail industry based on the Fama-French five-factor...

Observing the implementation of learning in the Data Communication Subject for Class XI TKJ at SMK Negeri 1 Udanawu shows that teachers still need help conveying material, and students need clarification in understanding the material presented by the teacher. Due to the absence of appropriate media in...

The financial crisis and European debt crisis have a disastrous impact on the real economy of various countries in the world. Also China's economic development walks with difficulty. If we master the China's economic development difficulties and analyze the crux of economic development from the relationship...

It was discovered that there was prominent interaction among transformer oil moisture content, acid value, furfural content and insulation paper polymerization degree during monitoring of transformer operation. Therefore, insulation paper aging and furfural generation under the action of thermal energy...

Due to the runway unevenness, random vibration will occur of aircraft landing gear during impacting and taxiing phase. In view of the simplified two degrees of freedom model of landing gear, the nonlinear dynamic equation of the system can be established. By using the military specification’s formula...

Aiming to the problem of running with the capacitor bank balance protection action causing tripping, by on-site analysis of the phenomenon and the capacitor discharge coil voltage ratio test checks, secondary coil voltage has relatively large errors caused by the tapped discharge coil. When the system...

On the basis of cloud model, proposed the intelligence firefly algorithm, analyzes the position, strengths and weakness in objective function’s quantization individuals of solving problems. We propose the applications of improved firefly algorithm in cloud computing task scheduling. Starts with the need...

The project deals with the administration and data management of the technical infrastructure in urbanized areas of the Czech Republic (CR). It focuses on data management in the private sector and in state administration. The research compares the data models in a GIS environment available in the CR....

Iron ladles tracking is the basis of BF—BOF iron production scheduling and is very important for the close convergence between the production of ironworks and steelworks. Recently in most of the domestic steel plants, the tracking of iron package is done by humans, which is unable to be timely access...

We demonstrated the importance of methodological approaches in the studies of environmental phenomena. We also analyzed the features of the interdisciplinary, integrated, systemic, structural, probabilistic approaches. A comparative analysis of them was done. The limitations of the implementation of...

The development and stabilization of the society are related to the production and operation activities of Power Supplier, who undertakes great social responsibility. It is high qualified services of Power Marketing is the fundament of creating economic benefits. Setting out from the important value...

In the article, taking into account the current socio-economic situation in the country, the problems of spatial development are considered due to the extensive development of agricultural cooperation. Particular attention is paid in the article to potatoes, “second bread”, the increase in production...

Developing rural road is an important policy in the field of transportation in China since the 21st century. During the 13th Five Year Plan period, the average annual investment in rural road construction is about 445 billion yuan. In accordance with the requirements of promoting the modernization of...

With the expansion of surrogacy in India, increasingly more debates about its value and disadvantages have appeared. The paper reviews current literature about its effects on surrogate mothers in India. On the one hand, although some researchers hold the view that the money gained from surrogacy can...

Visual aesthetics of Balinese wayang has artistic and cultural values that are thick with traditional values and the richness of Indonesian culture. On the other hand, Christian images of Jesus and Mary still use a lot of Western visual aesthetics, this circumstance distances Christians from recognizing...

Non-Performing Loans (NPLs) refer to loans or credit that have passed a certain time limit without expected interest or principal payments. However, the main challenge faced by NPLs is that they can trigger a domino effect that is detrimental to overall economic stability. This study uses a conceptual...

The growth of Cryptocurrency has been considered as a future legitimate tender of currency with great possibilities, and it has contributed to lots of different fronts like investments and forms of trading, on the contrary, has caused several troubles. As virtual currencies are developing rapidly, people...

couple of mirrors embodies the trend towards “ambiguity” in the domestic “The Double Life of Veronika” film and television series, from the text, a fourfold “mirror” system of couple of mirrors is built to connect the story world with the real world. couple of mirrors becomes a ‘mirror’ representation...

The prevalence of social media (e.g., Instagram, TikTok) heavily influences the social networks of teenagers and students. Recently, the popularity of “spill the tea” accounts, where account owners publish gossip about their classmates and friends, leads to a new form of cyberbullying. This manner, in...

Our country will stride forward the powerful sports country. It can be regarded as the new target of developing the sports in our country in recent years. Fundamentally speaking, realizing the new target of powerful sports country is based on the continuous development of sports industry. Based on the...

ChildrenÕs literature, as a kind of cultural products for children, is under all-round impact in the context of new media era. With changes in children's psychology, aesthetic appreciation and acceptance methods, children's literature writers should grasp these changes to construct field for current...

Employability of college students is that they obtained through learning and practice in school which can achieve ideal job and meet the needs of society, so as to realize their own value. Besides that it is the basis and premise of the role conversion from the students to the employees. Therefore, universities...

Based on the foreign and domestic research on innovation index and the data from National Engineering Research Center, this paper calculates the innovation indexes by industry, unit character and region, as the view from the classification of disposition of S&T resources and S&T input-output, using AHP...

Power system is an important part of power electronic technology application domain. With the rapid development of electronic power components and computer technology, power electronic technology has been widely used in power system. It is of great value and significance in stable operation of power...

With the introduction of new energy electric vehicle subsidy policy, the construction of automatic charging station has become a major obstacle to the rapid development of China's new energy vehicles. In this paper, a new type of solar charging station is designed according to the requirement of the...

In the process of operation, the loading condition of automobile steering knuckle is very complex, which seriously affects its structure strength and fatigue life. In this paper, finite element analysis is applied to calculate and analyze the deformation and stress distribution in steering knuckle under...

This paper proposes a novel approach but efficient algorithm for the edge details and regional characteristics preserving halftoning. While the gray image turns to halftone image using proposed algorithm, binary watermark is embedded in the edge position. In order to enhance the ability to resist cropping...