Advances in Intelligent Systems Research

This research examines the possibility of incorporating Machine Learning, a data-driven approach that learns from experience, into photovoltaic (PV) systems to significantly improve their efficiency and performance. Machine Learning offers a powerful and efficient way to solve complex problems by learning...

The Electric Vehicle (EV) has shown potential for reducing pollution and conserving fuel. The solution saves gasoline, making developing the correct Energy Management Strategies (EMSs) for EVs difficult. Achieving effective power distribution requires meeting design requirements, which can be challenging....

As an ancient civilization, China has a profound cultural background and a rich cultural system. However, in the process of long-term evolution, traditional culture is disturbed by external factors, and some cultures are difficult to preserve, with fewer and fewer channels of circulation and smaller...

The current development about the education of professional master in China is analyzed. Due to the deficiency in cultivation for full-time professional master in China, the homogenization between the education plan for professional master and academic master’s, the unreasonable arrangement of course...

Information fusion in target recognition is widely used, and application of information fusion in image field is developing continuously. When the degraded image is acquired, we often use the clearness algorithm to enhance image quality, Then the image of the target is identified, due to the lack of...

Database principle is quite an important elementary course in education technology, and the question how to guide students to effectively learn it has been puzzling teachers all the time. In response to this phenomenon, this paper describes that with the support of the IT environment, teachers break...

Spatial heterogeneity, by applying the index of fractal dimension, can quantitatively analyze the ecology function and quality of different landscapes in different scales. In this paper, the road-region vegetation ecosystem of Nanjing urban roads was studied by means of semi-variogram analysis, fractal...

In 2011, Khan et al. identified that Wang et al. scheme could not achieve user anonymity and had many practical pitfalls, In addition, Khan et al. presented an enhanced scheme to eliminate the aforementioned defects. In this article, we point out that Khan et al.’s scheme is incapable to provide user...

An improved method of crowd counting based on regression is proposed to support intelligent management over crowd in video surveillance systems. According to the fact that human body has an articulate structure and complicated contours of shape, we propose a new low-level feature, the number of corner...

This paper intended to compare energy policy issues in developing countries by comparing Tanzania and China. The comparison showed that there are differences in policy implementations between the two countries due to different levels of development and their pursuance of energy policies with different...

In order to analyze the correlation between the regional economic development capability and the human resources development, the authors establish an evaluation index system of the correlation degree between a region’s economic development capability and its human resources development. With the application...

In order to integrate e-learning into the existing work flow management system, we proposed a learning process model oriented workflow. This model is based on WfMC (Workflow Management Coalition) Xml Process Description Language-XPDL standard, combining IMS Learning design specification. The model can...

Location-based service is one of the most important demand in ubiquitous computing scenarios. While build-in sensors on smartphones can be used to provide location information for terminals. This paper presents a particle filter, dead reckoning, WIFI based multimodal algorithm for indoor localization...

The study is concerned with the influencing factors of self-elective course. 200 undergraduates coming from Guizhou University of Finance and Economics are involved in this research. Ihe result shows that students’ choice of courses are influenced by objective factors such as third-party information,...

The immobilization of effective microorganisms (EM) on matrix supports is of great importance for improving microbes’ density and avoiding microbes flooding so as to enhance removal efficiency in polluted river water. What’s more, DO is of great importance in the wastewater treatment. Based on the previous...

Many kinds of method can be used to predict oil production, and the neural network method is one of the most basic methods to predict oil production. In this study a modified neural network method is proposed to predict oil production in oil field. A fuzzy cluster analysis is introduced to determine...

The image aesthetics is an important aspect of China’s contemporary aesthetics, and the word “image” also widely appears in art textbooks. At the very beginning, the image comes from people’s demand of expressing something which can’t be explained, and it is mainly reflected at aesthetic activities on...

The construction of political theory course is suitable for the characteristics of higher vocational education, must take the Marx doctrine Chinese, popularization, modernization as the angle of view, the understanding of Marx's Chinese and popularization, the age, the scientific connotation, necessity,...

This paper provided a real-time network monitor system based on Wincap, which supported packet level and flow level traffic metrics such as link utilization , protocol distribution in 2 7 protocol levels ,various aggravated flow distribution , top N IP host and IP host pair.

An open-loop switch-capacitor detection circuit with high resolution and low noise is proposed for a butterfly accelerometer. This paper introduced the composition and realization principle of the system, proposed a C/V detection structure and a filter with high Q value. The preamplifier adopted the...

The paper presents an approach to standardized data exchange between heterogeneous resources based on a unified hierarchical model of the data representation. The paper gives a metamodel and description of the structural elements of the unified model. Some conversion algorithms were developed to turn...

With the development of the next generation of reusable aerospace vehicle, the technique of the Rocket Based Combined Cycle (RBCC) engine becomes increasingly significant and valuable. However, the performance of RBCC engine is coupled closely with the process of trajectory design. A model based on Radan...

In the post-massification period, it is a beneficial attempt to the reform of English Teaching based on subject content for non-English-majored college students. Content-Based Instruction (CBI) has been defined as “the teaching of content orinformation in the language being learned with little or no...

Based on the practical teaching requirements of metallurgical engineering, a cold position training device on the melter gasifier was designed in line with actual production. The control system adopts the integrated control cabinet and its design of the training device is implemented by the PLC of Siemens...

In order to improve the demand of rational layout of public transport system which include buses and metro in cities, this paper propose the method of optimization with Election Campaign Algorithm and extension theory to plan the public transport scheme. Based on the extension method of decision choose...

According to the moment of inertia and load torque changes in machine tool servo motor position control, proposed intelligent prediction nonlinear PID control algorithm. Nonlinear PID control is used to adjust the proportion, integral, differential coefficients of traditional PID controller in real time....

The digitalization of the economics of the Russian Federation as a prior direction of the country development requires taking decisions in the key sectors of economics, one of which is agro-industrial complex (AIC) of Russia. It seems that one of the most important factors of the digitalization of the...

Building a reasonable green industry evaluation index system is the key to green industry evaluation. According to the connotation of green industry, the criterion of eliminating information duplication index and the criterion of screening the index with the largest quality coefficient of approximate...

The paper focuses on flexibility as a new property of electric power systems (EPSs). The definitions of EPS flexibility are analyzed. The enhancement of the flexibility of generation, network, load, protection and control systems is considered as measures to provide EPS flexibility. Current trends in...

Central Chemical Laboratory of Integrated Lab UIN Syarif Hidayatullah is one of the largest wastewater containing hazardous materials is high enough, one of which is metal Cu 2+. The most effective method for reducing heavy metal pollutants are adsorption, adsorbent consists of two types namely cationic...

To enhance the starting ability was one of the most serious issues in air propulsion system. In the present work, an adaptive slot control method was proposed to expand the working range of hypersonic inlets to a lower Mach number with weak losses, which was beneficial for engineering applications. Simulation...

With the big data and smart grid more and more valued, the power big data will become an inevitable trend. The power big data has a complex structure and various kinds, with the characteristics of dispersion, diversity and complexity. The traditional data processing method can not meet the requirements...

Battlefield damaged equipment repairs of multi-objective decision-making are sorted by the method of TOPSIS. It constructs ideal solution and negative ideal solution of ranking battlefield damaged equipment repairs, compares the proximity of equipment and the ideal solution and gets the order of battlefield...

Content filtering technology is a hot research topic in the field of Internet application. The traditional filtering algorithms, such as Error Back Propagation algorithm and KMP algorithm, in which sensitive words will be matched with the content to be retrieved one by one, and this reduces the efficiency...

By using extended linear expenditure model this paper calculates per capita basic living demand expenditure of China's rural residents from 2004 to 2011 and forecasts the moderate demand level of rural basic pension from 2012 to 2020 on this basis. The conclusion thinks that the addition of both the...

In order to achieve personalized recommendation in the e-commerce platform for ceramic products, and improve the quality of recommendation, an improved collaborative filtering recommendation algorithm based on collaborative filtering algorithm was presented. By analyzing the insufficient of traditional...

In the modern world, most enterprises implement digital technologies to improve business performance and enhance their competitive advantages. All digital technologies are based on data. Global digitalization leads to huge amounts of data. It is impossible to talk about IT development without understanding...

Let G = ( V , E ) be a graph with vertex set V and edge set E. A proper k ...

Art price index is an important reference for art investment. Art price index calculated by using a similar method of stock price index can’t reflect the actual art market situation because of their different trading mode. The application literature reports about calculating art price index by using...

The goal of education modernization is that education hardware and software modern can be synchronous, constructivism mainly is reflected as the subjectivity of students in the process of education teaching, let the students actively construct knowledge structure in the learning process, master the whole...

Cloud storage services allow the users to outsource their data to the cloud storage servers to reduce management costs. The cloud servers cannot be fully trusted while those data may contain sensitive personal information. We study a problem of storing and retrieving private data encrypted in a cloud....

In this paper, we study the design of the mobile learning system for personality education of young children. To this end, we survey the necessity and the requirements of personality education for young children. Then, we analyze the restrictions and the limitations of the current mobile-based personality...

The comprehensive construction of well-off society, the living standard of urban and rural residents in China continue to improve, various household appliances, information consumption product benefit thousands of households. New product information consumption of various energy-saving appliances, promotes...

With heavy research and study pressure, the postgraduate is likely to get depression. This paper presents the survey result of 500 postgraduates who studied in Zhejiang province based on BDI-II(Beck Depression Inventory). Survey result shows the depression ratio of Zhejiang is 15.6%. Further comparisons...

In the west of China, development of economy and education is relatively backward; social and economic development plays an important role in its education reform and development. In this paper, we analyze the existing problems of adult education in the west of China, study the routing selections of...

The differences between China and the U.S. are analyzed in terms of the understanding of the culture, description of the relation between the culture and the music education, and the discussion of the history of the music education. Problems are identified via comparison. Next, differences and similarities...

The paper discusses the solution of 2-person 2-strategy game in consideration that has the pure strategy equilibrium point of Nash, and adopts the underline method to get the equilibrium points of Nash considering the possibility that the gains of 2-person are equal at the first. The paper lists 81 kinds’...

Mobile social networking has changed the way people communicate in recent years. Matchmaking service innovates people communication mode in terms of colleague networking, making new friends and many other scenarios. Although this new paradigm brings enormous benefits for enterprises and individuals,...

The globally asymptotic stability for static neural networks with time-varying delay is concerned in this paper. By delay fractioning technique and taking more delayed-state variables into account, a newly Lyapunov-Krasovskii Functional was constructed, together with the Jessen integral inequality and...

This paper describes a real-time acquisition terminal system based on multi-machine parallel, which utilizes multi-CPU interconnect technology based on SPI bus. Up to 10Mb / S speed full-duplex communication is used between the CPUs. Through exclusive signal lines so that the CPU can access external...

In this article, we present the results of automatic extraction of speech articulator contours from Magnetic Resonance Imaging movie by employing the Active Appearance Model. An Active Appearance Model based framework is proposed to deal with the high nonlinear property of articulatory deformation during...

Text classification is an important research direction in the field of natural language processing. With the development of Internet, the use of e-mail is becoming more and more common. It is very important to quickly understand the subject and content of an e-mail in a mailbox. For example, when the...

This paper finds the argumentation patterns of Unmul's students in writing that include (a) patterns of consideration in writing arguments (b) dominant patterns in writing arguments and (c) the types of mistakes made in writing arguments. The research used discourse analysis of argumentation of content...

Visual cryptography is one kind of image encrypting. It is different from traditional cryptography, because it does not need complex computation to decrypt. In current technology, most of visual cryptography are embedded a secret using two shares is limited. This paper proposes a new approach of (3,...

Complex Gaussian wavelet support vector machine (CGW-SVM) is constructed with complex Gaussian wavelet kernel function for short-term load forecasting (STLF). Based on the chaotic characteristics of short-term load time series, the series is reconstructed with phase space reconstruction theory (PSRT)....

In this paper, a fixed-outline floorplan-ning algorithm based on 2.5D is proposed. By using constraints of area and number of pins to divide the modules into 4 layers, it confines the variations of the widths of the floorplans to a small region through common subsequence of sequence pair representation....

We argue that Neural-Symbolic Integration is a topic of central importance for the advancement of Artificial General Intelligence.

Teaching is an essential part to determine personnel training, teaching quality and teaching level of the university. Curriculum development is an important part of teaching infrastructure. For features and status of The Project of Object Oriented Programming and experience of curriculum development,...

A compact and simple ultra-wideband microstrip-fed planar antenna with double bandstop characteristic is presented. The antenna consists of a rectangular monopole and two W-shaped slots inserted into the radiating patch and the truncated ground plane. By using a W-shaped slot defected ground structure...

This paper reviews the evolution and progress of the Chinese gender and age legal system since 1949, and further conducts labor market analyses on the basis of gender and age. This paper attempts to answer three questions, first, to offer reflections on the characteristics and social effects of gender...

The central architecture of LTE with IP traffic going though EPC can not assure capacity and performance issue, this paper presents a novel method of processing IP traffic by introducing distribute architecture and using pure IP vendors’ technology, removing GTP-U in S1 interface between eNB and EPC....

In the report on trends in phishing activity released by the Anti-Phishing Working Group (APWG), global phishing cases continued to increase throughout 2021 to the first quarter of 2022. This study compares shallow machine learning algorithms that have been used by governments with deep learning in classifying...

The ad hoc on-demand distance vector (AODV) is a routing protocol that is usually used in the mobile ad hoc networks (MANETs) and other wireless ad hoc networks. The AODV is a reactive protocol, so a source node will use control messages to find routes to a destination node whenever there are data packets...

Undergraduate teaching reform must be enforced with the development of society. This article analyzes the major characteristics of our current undergraduate teaching from the perspective of cultivating applied talents. It points out the current situation and the existing problems of undergraduate teaching...

It has long been a debate about the nature of currency without a consistent conclusion. From the aspects of the generation, purpose, and form transformation of currency, this article discusses that currency’s basic function is "exchange medium", and points out that "credit" is the nature of currency.

For the selection a safe area during landing on asteroid, this article proposes an algorithm of selecting safe landing area based on binaryzation combined with morphology. First, it provides a new binary algorithm for highlighting the shadow area and the lighting area. Second, in order to dilate the...

The new methods of negative pressure suction and curved surface diversion are presented to improve oil-water separation in oil spill mechanical recovery. With the negative pressure suction, the oil-water mixture recovered by skimmer is inhaled into separator smoothly and bigger oil droplet is obtained....

As a key in colleges, ideological and political education for college students is directly related to sustainable college development. However, deficiencies in existing college ideological and political education model in the traditional sense affect benign operation of this work. So, an ideological...

Because of the great data of the hyperspectral image, it is not good for storage and transmission. To work out a high efficiency compression method for hyperspectral image is essential. Prediction encoding is easy to realize and has been studied widely in the hyperspectral image compression field. High...

According to the principle of ultrasonic distance measurement, a kind of ultrasonic distance measurement system with low blind area, low power consumption, high precision and small size is designed and realized in the light of the influence of temperature and air flow. STC12C5A60S2 high performance microcontroller...

Boxcar integrator and lock-in amplifier for the detecting of optical small signals are developed based on the virtual instrument technology of LabView. The algorithm of boxcar integrator is simple and easy-achieved. Lock-in amplifier is a powerful technique for the extracting and amplification of small...

With the rapid development of e-commerce apparel, clothing online shopping is becoming an increasingly popular way of shopping. At present, text features are often used as search terms. Users need a retrieval tool to realize the clothing information search function efficiently. The content-based image...

To face the big data challenge, sampling can be used as a preprocessing step for clustering. In this paper, an hybrid algorithm is proposed. It is density-based while managing distance concepts. The algorithm behavior is investigated using synthetic and realworld data sets. The first experiments proved...

The inspection for nuclear power facilities has been paid attention all the time. In underwater NP videos exit waggling water flow and much snowflake noise whose positions are undetermined. The former results from the cold-hot water with different temperatures, and the latter maybe are from high radiation....

In 2017, there exists a serious population loss phenomenon in Shandong Province. Today, we advocate "a powerful country with talent and resources". Serious population loss leads to the decline of population dividend effect, the aggravation of population aging, and the increase of social security burden,...

The paper describes the benefits of cloud computing for enterprise cost reductions, rapid deployment and dynamic extensions, while the virtualization technology brings some potential hazards and risks to network security. According to the characteristics of cloud computing technology, we put forward...

Assistive robotic technologies that use neural interface systems are designed to allow people with limited mobility to assert control with signals directly from their brains. These robotic systems require detection and analysis of raw brain signals, machine learning methods to extract these signals into...

With the continuous improvement of train speed, disc braking are widely applied due to its high-power of braking, reliable working, etc. In this paper, relative wind speed of different locations on the brake disc surface during braking has been calculated, and the equivalent wind speed coefficient is...

In this study, Super fine magnesium hydroxide was synthesized by direct precipitation method. The influence of factors, such as reaction time, reaction temperature, solution concentration and the additive amount of dispersing agent on the particle size of MH were investigated. The properties of prepared...

One fundamental task of wireless sensor networks (WSNs) is to save sensor power, and try to prolong the lifetime of WSNs. Traditional routing protocols are almost based on homogeneous WSNs, all sensors are use single hop or multi-hop to transmit data to base station, which lead to overload sensors next...

Facial expression recognition is necessary for designing any human-machine interfaces. Facial expression plays an important role in the recognition of human emotions and non verbal communication. Human face is a rich and powerful source of communicative information about human behavior. In this dissertation...

This paper takes Shaodong in Hunan province as an example, utilizing documentation researching method, quantitative and qualitative models, data analysis and various other methods, aims at analyzing existing problems on rural surplus labor transfer, such as the supply of labor force exceeding the demand,...

This study investigates Land Use Land Cover (LULC) dynamics in ecologically sensitive Akole tehsil of Ahmednagar district over the past two decades (2001–2021) and predicts future scenarios for 2031 and 2041. Multi-temporal Landsat imagery (Landsat-5 and Landsat-8) acquired in February was classified...

Technology is witness to the achievement of new heights in society. Big data services play an important role in the business intelligence process. The data analytics and innovation performance increase the branding of the product. Consumers’ purchase intention increases when they know real-time information...

The Augmented Intelligence emphasizes on collaboration between humans and Artificial Intelligence (AI), considering the guidelines to ensure responsible and ethical use, design and deployment of critical applications that enhance human capabilities with technology induced AI. The use of augmented intelligence...

This paper focus on hazards, vulnerability and prevention ability three aspects to establish a model for evaluating the safety of aircraft take-off and landing, choosing high winds, low cloud and low visibility as the hazards. Among them, the trend of wind speed is obtained directly from the CMIP5 multi-model...

Dongcheng District keeps the largest number of historic buildings, the most widely distributed and best-preserved, most feature-rich region buildings in Beijing. The existing historic buildings in Dongcheng District are an important carrier of historical and cultural in the capital, which is also the...

A variable step size Least Mean Square (LMS) algorithm based on the difference of the error signal (ESD-VSS) is proposed. The convergence and steady state behavior of the ESD-VSS is analyzed and the key parameters are given. Simulations are conducted and the results show that, compared with the Modified...

An approach to deal with user preference relations, instead of absolute ratings, in recommender systems is discussed. User’s preferences are then ratings expressed qualitatively by using linguistic terms. This is a suitable technique when preferences are imprecise and vague. On the other hand, to avoid...

In this paper, by using the literature analysis, current research literatures on influential factors of effective instruction in China are divided into two categories: one focus on the theoretical analysis, the other focus on empirical research, and the literatures are combed through and analysed. On...

for implementing the description of jewelry inspection data with two dimension code, based on agent technology, a QRCode generation service is proposed by encapsulating the two dimension code generation system running in the local network environment. The jewelry cert generation service can calls the...

disturbances rejection controller for non-square processes is proposed in this paper. The method design different disturbance controllers by choosing different forms of external input/output disturbance, such as step disturbance, dynamic disturbance. Especially when it comes to input disturbance controller...

Ceramic Coating was initially applied to aerospace field. Nowadays, it is widely applied to petrochemical industry and building fields. This paper introduces the classification, application status, research progress and extant question of Nanometer Ceramic Coating in order to offer some thoughts and...

Based on a relationship between generator matrix of given code and its weight distribution, all [31s+t, 3] 5(t=7, 13, 19, 25) optimal divisible codes with divisor 5 are determined by solving systems of linear equations. Then their generator matrices and weight polynomials of these optimal divisible codes...

Ministry of Water Resources and the State Water Diversion Office issued a "optimal allocation of water diversion project together key technologies," the research main results will be introduced .This manuscript seeks to analyze the guiding ideology, the basic principles, decision variables, and constraints,...

Feasibility of oil production predicting results influence the annual planning and long-term field development plan of oil field, so the selection of predicting models plays a core role. In this paper, a common and useful model is introduced, it is,the neural network model. By using this model to predict...

A security network is considered as a diagram of security systems deployed in different places in a guard zone. For a security network, its risk is an important metric to judge whether its protection effectiveness is good or not. How to evaluate the risk of a security network In this paper, the protection...

The effectiveness evaluation indicators hierarchy of command and control system in joint operations is constructed based on the analysis of the architecture and characteristics. The main methods of effectiveness evaluation are discussed. According to characteristics of the joint operations, the design...

This study aims to examine the service quality of Islamic bank in the BPRS Syariah Jabal Nur Surabaya. By using 6 dimensions of Carter method including Compliance, Assurance, Reliability, Tangibles, Empathy, and Responsiveness, this study found that Tangible is the only dimension that influences positively...

The expensive price and complicated structure of gyrocompass cannot satisfy the need of present education. this paper analyzed the structure and function of a new type gyro compass TG-8000/8500. In unity 3D engine, using virtual reality technology to develop this type of gyrocompass simulation system....