Advances in Intelligent Systems Research

The huge size of network and diversified business characteristics make network traffic difficult to predict and manage. Network measurement is an effective way which can ensure QoS (Quality of Service) and network optimization. However, due to the differences in the implementation rules of equipment...

This study aims to analyse the improvement of mathematical connection ability and the habits of students’ mind who are taught by using the Missouri Mathematics Project (MMP) model and Discovery Learning (DL) model. This type of research belongs to quasi experiment using quantitative and qualitative data...

In recent years the video game industry has experienced rapid expansion developing virtual environments that accurately mimic a real-world setting. However, the industry almost entirely relies on finite state machines for deploying computer-controlled characters within these environments. This has resulted...

Recently we proposed a new type of fuzzy integrals defined over complete residuated lattices. These integrals are intended for the modeling of type 1, 1 fuzzy quantifiers. An interesting theoretical question is, how to introduce various notions of convergence of this type of fuzzy integrals. In this...

The magneto-rheological fluid Dual Clutch Transmission (MDCT for short) adopts the magneto-rheological (MR for short) effect of magneto-rheological fluid (MRF for short) and the working characters of Dual-Clutch Transmission (DCT for short), and combines the characteristics with long service life, no...

In this paper,we design a uniform circular array beamforming device of 16 yuan based on the least squares SLC- LSCMA algorithm (based on the linear subspace constrained least squares cma) high stability and rapid convergence for the foundation. The design of the complete beam-forming the SLC-LSCMA algorithm...

Botnets are becoming more hazardous in cyber crime when compared to other malicious activities. Security against botnets is a major concern. Botnet forensics is young science which can answer questions about how, what and where of damage done by bots. The forensic system deals with capturing, recording,...

While nearly all countries in South East Asia region were being experimenting with decentralization process, Cambodia, apparently under external pressure from aid agencies, had to follow the international trend of public administrative reform. Therefore, Cambodia started to reform its public administration...

In this paper, we establish the gateway selection problem in the single radio single channel wireless mesh network: given a wireless mesh network and a desired delivery ratio, the goal is to select minimal number of non-gateway nodes and upgrade them to gateway nodes in order to improve the delivery...

Using conventional meteorological observation data, automatic weather station data, radar data and Final Operational Global Analysis (FNL) data, and focusing on the local rainstorms of Hebei province in the process of subtropical high moving north on 20-22 July 2017, the meso-scale characteristics and...

Skin diseases are a serious health issue that affects a large number of individuals. In recent years, with the fast advancement of technology and the use of various data mining approaches, dermatological predictive classification has become increasingly predictive and accurate. It is more helpful to...

With the growth in electricity demand and the advancement of smart grid initiatives, replacing online monitoring devices as a technical transformation project plays a crucial role in the real-time monitoring and intelligent management of transmission line operation status. However, due to various uncertainties...

Aloe barbadensis Miller, usually referred to Aloe vera, has existed around since the dawn of time. It is a North African plant that has a variety of medicinal properties. This work was a contribution to studying the physico-chemical characteristics, the photochemical content, and the biological properties...

With the progressive intervention of market forces into the higher education filed, the students’ satisfactions with educational consumption in the higher learning institutions has become one of key factors that determine the success or failure for the competition between the colleges and universities,...

Objectives: To discuss on the effects of emotion regulation on primary and middle school students with sports games. Methods: 12 schools' test Action Emotional Stability Test in the detection result is emotionally unstable 98 middle school students as research subjects, which were intervened for 60 days...

By means of strongly semi-open L-sets and their inequality, a new form of SS-closedness is introduced in L- topological spaces, where L is a complete De Morgan algebra. This new form does not depend on the structure of basis lattice L and L does not require any distributivity. When L is a completely...

In recent years, the numerical simulation method has been widely applied in hydraulic and thermal calculations for hot oil pipelines. Based on the governing equations of fluid flow in hot oil pipelines, a new parallel numerical simulation method for the preheating and commissioning of hot oil pipelines...

Activated carbons(AC) were produced by chemical activation with potassium hydroxide(KOH) at 800oC from chars that were carbonized from reedy grass leaves at 450oC in N2 atmosphere and their characteristics were investigated. The effects of activation temperature, duration time and impregnation time were...

In this paper, in the perspective of three basic elements of symbiosis theory, symbiosis unit, symbiosis environment and symbiosis interface of cooperative technology innovation of the shipping industrial cluster were analyzed. Based on this theory, the author analyzed the case of shipbuilding industrial...

In the information education background, a multimedia teaching resource database is the important foundation to ensure the effective E-teaching. A design scheme of physics teaching resources database has been put forward based on cloud hosting. In the scheme, the project background is analyzed, with...

As a translation theory, Nida’s functional equivalence theory plays an important role in translation study. It guides us to the true nature and methods of translation. Poetry, a necessary genre in the field of literature, has been regarded as the very essence of art. Translation of this genre weighs...

Postgraduate innovative ability is an important indicator to measure the level and quality of postgraduate education. Postgraduate innovative ability training process is a complex system process with multi-actor participation and multi-link link. In this paper, we discuss the participation actors, training...

As we know, parking guidance system (PGS) can help vehicles find appropriate parking lot more efficiently. Real-time guidance information delivers to vehicles; however, vehicles don't always follow the guidance due to various reasons in reality. This paper focuses this phenomenon and design the PGS in...

In order to give full play to the performance of electro hydraulic force servo system in engineering applications, especially its good dynamic performance, the electro hydraulic force servo system and its bond graph model built process are analyzed. In this course, aiming at the time varying nonlinear...

The main failure form of the rotary liner hanger bearing is roller end breakage in the drilling engineering. Some modification methods are applied to solve this problem, however, the modification formula is very complex and calculation process need to be repeated, which may lead to calculating negligence,...

Bluetooth communication technology is becoming more and more mature, and it is suitable for wireless communication in short distance. Especially suitable for networking. And Bluetooth both sides to communicate, must use AT instruction to set, and its communication rate, Internet Password and so set to...

This paper choose 2841 listed companies financial data in 2016 from Shanghai Stock Exchange from the RESSET data and build performance evaluation index system with 10 financial indicators. This paper uses factor analysis method to reduce the dimension of the evaluation index in the sample of listed companies...

The infrared and smoke sensors widely applied in fire alarm and fire monitoring in the scene of large indoor and outdoor warehouse is vulnerable to sorts of interference noise, it may out of work to cause error fire alarm or fire omission. Based on design of reliable flame recognition algorithm, a practical...

Aiming to solve the problem of difficulty of wiring and operation of infant incubator test, we put forward a wireless smart sensor module based on IEEE 1451. The module can realize the function of self recognition, plug and play. The key technology of wireless smart sensor module is thoroughly discussed,...

In 2015, national exports of annual fruits consistent of 20 fruit commodities. Therefore, total exports of Indonesia annual fruits were valued US$ 35.98 million in 2015. Mangosteen export from Indonesia has increased since 1999 export volume of 4,743,493 kg with export value $ 3,887,816 and In 2015,...

Accompanied by the rapid development of offshore oil exploitation and utilization, what’s more, the oil spilled in deep sea will cause much larger pollution of water body than that occurred in the sea surface. The diffusion range can provide timely information for the handling of the oil spill accidents....

This paper presents a new active contour model with local intensities through level set method for ultrasound images segmentation. The method is not affected by the limitation of Gaussian distribution. The model is designed by local intensities, alignment term with a sharpening edge coefficient and regularization....

Pointed at low-precision of measurement of mass and centroid of large-scall axisymmetric body, measurement method is researched. After comparing, three-point method is adopted to design this system, and error is analyzed and compensated. According to experiments, measurement system has high-precision,...

The examination of the Computer Graphics is basically the computer examination to investigate the drawing ability in universities in recent years. Based on many years of teaching practice and according to the transformation trend of the computer intelligent paper marking, the image processing technology...

Stealth performance is an important factor to concern in modern aircrafts design. How to measure the targets’ radar stealth performance so as to guide the implementation of RCS reduction measures effectively, has always been a hot issue in the field of electromag-netism. This paper proposes a method...

Emotions are the main component of a person’s character and personality. They are used to communicate messages and information. Emotions are represented in various ways, such as by physical actions, verbal tone, written text, etc. We are interested in identifying the emotions presented in the written...

- Natural disasters are on the rise and threaten agricultural production, leading to food security issues and poor harvests. Yield loss is difficult to define and quantify because many variables affect plant health precisely. The unreliability of databases makes it difficult to assess losses and implement...

In this paper we provide results of performance comparison of handwritten digit recognition and complex image classification. We used TensorFlow and PyTorch digital libraries to obtain results. The datasets used were CIFAR-10, MNIST, and EMNIST. The parameters like training time, detection time, resource...

This study investigates the influence of Artificial Intelligence (AI) implementation on corporate governance performance in both public and private entities in Saudi Arabia, following the strategic objectives of Saudi Vision 2030. Utilizing the Technology-Organization-Environment (TOE) framework, the...

Mining industry plays an important role in Chinese National Economy with more than 10 million persons serving for it, yet the quality and capacity of Chinese mining engineers has lagged far behind developed countries. In this paper based on “Plan for Educating and Training Outstanding Engineer”, according...

This study examines the characteristics of modal verbs used in ST2 from CLEC.2.Methods: keyness analysis: frequency of modal verbs used in ST2 from CLEC are unusually high in comparison with those in A Level from LOCNESS as a reference corpus, producing keywords. 3.Results: only the modal verb must which...

PHM (Prognostic and Health Management) which is proposed by American army in JSF plan has gone through the fault diagnosis, fault prognostic and system integration three phases, and develops fast in both electronic and mechanical field. In this paper, the technical superiority of PHM is analyzed, and...

The purpose of this project is to understand elementary school students’ preferences in interactive game design. By examining the processes of elementary school students using Scratch to design and create games, this study intends to investigate gender differences in terms of computer literacy, multimedia...

With the development of the society, people have more and more emphasized the quality-oriented education, computer science is also no exception, and the cultivation of professional computer talents has become the important objective and direction of teaching reform. However, the traditional teaching...

Tapered Roller Bearing System is widely used in rotating machinery system, the dynamic performance has a significant impact on rotating machinery. In this paper, 30207 Tapered roller bearings as an object, used Romax software to build the dynamic model of tapered roller bearing system, we studied the...

this paper designs a fire prevention and burglar alarm based on sensors and single chip microcomputer as the core components. First of all, a host computer and a slave computer are designed and made. The intelligent wireless alarm system is composed of a signal acquisition unit, a signal transmission...

Online school is complete by Internet off-campus teaching process; As long as have Internet conditions can at any time, anywhere access to the Internet, to choose their own learning. Relative to the face-to-face education, network education maximum breakthrough the limit of time and space education,...

Today’s project leaders face situations where workforce optimizations have to be considered not only under a project planning period but also a number of times through the entire project period. Such occurrences require efficient ways of selecting minimum number of employees with skills that are called...

To solve P2P network load balance problem, this paper researches a weighted multi-link load balance network model based on P2P. Based on the model, it analyzes P2P communication algorithms, and then gives communication performance evaluation parameters. Finally, it summarizes the characteristics of the...

For satisfying performances of the job-shop scheduling (JSP) issues and as for those characteristics (such as easily falling into local optimum, insufficient stability and slower convergence rate) of the standard GSO, a PDE framework taking advantages of good global search performance, simple implementation...

Port efficiency evaluation has always been a hot issue in transportation economy and shipping economy research. This paper attempts to evaluate the efficiency of main ports of the Yangtze River main line by using three-stage DEA model, reveals the efficiency change trend and spatial characteristics of...

With the vigorous development of China's market economy, competition among commercial banks has become increasingly fierce. The operation of commercial banks is experiencing different levels of earnings management. Based on 16 Chinese listed commercial banks from 2012 to 2017, this paper first calculates...

SCADA systems are widespread in the energy industry: the automated dispatch control of electric power systems is supported by SCADA along with the automatic control. Today, the consequences of cyberattacks on the information subsystem of the control system are especially dangerous. SCADA, being an information-technical...

Kedayan roots (Aristolochia papillfolia Ding hou) is phytomedicine that used conventionally by peoples as antidotum. This research aims to know antioxidant activity of ethyl acetate soluble fraction from kedayan roots extract. Fractionation method that used is solid-liquid extraction with ethyl acetat...

The aim of research work is to analyze residual stresses generated during shaper machining. This paper presents the simulation of single point cutting process by finite element method and compared with experimental work results. Taguchi L9 experimental design is used to obtain effective process parameters...

In this paper, a collaborative system for visualizing biomedical dataset on a Grid environment was proposed. Globus Toolkit was used for the integration of computational resources in the Grid environment, and the Visualization Toolkit (VTK) is used as the tool for processing the biomedical dataset. The...

In reconfigurable platform, before convert and download program into real hardware, reliable estimation of speedup factor is of great importance for task schedulers. In this paper, a novel technique for speedup factor estimation is proposed. From the event patterns collected by hardware counters built...

The challenge of creating AGI is better understood in the context of recent studies of biologically inspired cognitive architectures (BICA). While the solution is still far away, promising ideas can be derived from biological inspirations. The notions of a chain reaction, its critical mass and scaling...

A new family of gradient temporal-difference learning algorithms have recently been introduced by Sutton,Maei and others in which function approximation is much more straightforward. In this paper, we introduce the GQ(lambda) algorithm which can be seen as extension of that work to a more general setting...

In order to resolve the problem of base-line offset and unbalanced code flow during the fiber data transmission, thesis give a simple and practical solution:8B/10B encode. This solution taking an method which integrate checking scheme and logic operation, through Verilog HDL description language, realize...

This work investigates the forming behavior of polymer metal laminate (PML) in stamp forming through both experiment and finite element modeling. The effect of blank holder force on the PML forming was determined by comparing the strain evolution under different blank holder forces. A finite element...

A nine freedoms nonlinear three-axle vehicle dynamic model was constructed by Matlab/Simulink to analyze the control effect of directional stability for different Anti-lock Brake control algorithm. Algorithms analyzed here contain PID, logic threshold and sliding mode variable structure control algorithm....

Since 21st century, Regional economic integration developed rapidly in the world as the main form of Free Trade Area in the world and presented new trends. Under this background, China should further adapt to the development of regional economic integration trend, adopt multidimensional and flexible...

This paper proposed a new method to analyze the body shape without touching via image processing technique. First, the edges of images are extracted via some edge detection methods. Second, these edge images are analyzed by some measures such as body length and width which can effectively disclose the...

In this paper support vector machine (SVM) algorithm being discussed, then discussed least squares support vector machine(LS-SVM) algorithm, at the same time, the applications of SVM in the fault diagnosis of turbocharger system for diesel generator set of marine power station being discussed, the least...

Living in a networked and digitalized learning society, people need to study lifelong to perfect their knowledge system and adapt to the development and changes of the society. But with vast amount of resources available, efficient learning is a matter worth studying. This paper first briefly analyzes...

This study is designed as a qualitative case study to explore the application of the instant messaging platform QQ in an EFL class in China, aiming at promoting learners’ critical literacy. After analyzing the data collected in observation, surveys and interviews, this study finds that QQ can serve for...

Education for Persons with Disabilities is a special socio-economic resource which is of paramount importance, aimed at reducing their isolation and economic de-pendence. The article is devoted to inves-tigating the problems of effectiveness of educational services for persons with dis-abilities and...

The purpose of this article is to understand personalized consumer demand of apparel e-commerce.The paper introduces the main technical of network custom clothing , and qualitatively analysis problems in the characteristics of segment market consumption, the habits of shopping online, the demand for...

As an international language, English has received special attention. Universities generally set up various types of English teaching. In the current evaluation system, the self-evaluation is widely used and also is a more important method of formative evaluation; it can have continuous improvement and...

1980s witnessed the rapid development of Sino-US relations. At that time, high-level exchanges of visits and the agreements the two sides signed greatly promoted bilateral relations. This thesis focuses on the Sino-US relations in 1980s and its impact on China’s economic development. Following the time...

This paper tries to implement a new teaching model facilitated by smart mo-bile phone that can motivate students. Under this new approach, students are supposed to be keener on English study, so that their English competence should be promoted. The comparison of pretest and posttest and the questionnaire...

Since nature fracture develops in the low permeability reservoir, the anisotropy has a great impact on areal sweep efficiency of water flooding, however most of the current methods don't consider and describe the influence of anisotropy. This paper introduces the frontal water equisaturation interface,...

The impact of noise on stock market is one of the main reasons for inefficiency of information, and deviation of stock price. The measure of noise trading is beneficial for judgment of stock value. This paper has authenticated the existence of noise trading in SHSE A-share market through the variance...

In this paper, a novel fall detection and automatic alarm system has been designed and presented, which consists of sensor module, control module and communication module. The sensor modules composed of 3-axis accelerometers are placed on object’s pocket to monitor the object’s acceleration. System is...

The purpose of this study is to examine the correlation of organizational justice, supervisor-employee relationship, and job satisfaction to nurse' turnover intentions in private hospitals. A survey study with a total of 152 nurses from two hospitals. Technique of taking data using closed questionnaire....

Abstract—In recent years, with the emergence of different size of the display devices, image is inevitably reduced or enlarged (referred to as resizing) to adapt to different display devices, content-aware image resizing technology is becoming a research hotspot. When resizing the images, this technology...

In air quality monitoring system, various monitoring devices generated tremendous amount of date which make traditional relational database very inefficient in reading and storing it. In order to solve this issue, this paper compares the characteristics of various NoSQL databases and selected MongoDB...

The morphology of work piece surface obtained by electrical discharge texturing (EDT) is systemically analyzed in theory in this paper. By using negative electrode, graphite electrode and different electrical parameters (peak current, pulse width, pulse interval) experimental method to machining Non...

The existing decision support systems used in healthcare for analyzing and processing medical data is considered in the article, their functionality is discussed. The solution for developing decision support systems to diagnose bronchopulmonary diseases, allowing to establish the patient’s primary diagnosis...

In this paper, a novel subsurface targets classification method based on the DE-LM joint inversion technique is presented, which requires few control variables and has strong robustness. It eliminates the inaccuracy of the inversion results when an initial value is far away from the truth value by the...

How to evaluate and identify the potential default risk of the borrower before issuing the loan is the basis and important link of the credit risk management of modern financial institutions. Based on the data provided by an auto finance institution, This paper mainly studies how to analyze the historical...

In the era of big data, the data contains enormous value, and data quality is an important prerequisite for obtaining data value through data analysis and mining. Starting from the definition of data quality, the article first introduced the importance and main indicators of data quality analysis, then...

Proof and proving play an important role for students in justifying the validity of mathematical propositions. This qualitative research was concerned to assess students’ proof schemes for disproving mathematics propositions. The sample was 11th grade students of SMAN 1 Surabaya. All students had to...

For the purpose of large-scale wind power accommodation in a voltage source converter based multi-terminal high voltage direct current (VSC-MTDC) AC/DC system, this study proposed a robust optimal power flow strategy for VSC-MTDC AC/DC uncertain systems. The strategy is suitable for long timescale application...

SRGAN has successfully applied the Generative Adversarial Network to the single image super-resolution reconstruction, which has achieved good results. But the loss function based on feature space in SRGAN objectively sacrifices the pursuit of high peak signal-to-noise-ratio (PSNR), which is the result...

Using simulation research method, this research considers how information asymmetry and embeddedness influence organizational learning performance. The results indicate that, low embeddedness facilitate exploration learning while high embeddedness facilitate exploitation learning in information symmetry...

Fundamental changes that universities face deeply alter their pilotage conditions. Indeed, French higher education landscape is under-going a very net acceleration in its adaptation to the set of these changes and, addition to application of the LOLF at University administration, the LRU act grants to...

The power line communications (PLC) channel is noisy one, which can be modeled by the Markov process. The order is the key concerning when used the Markov process. the level of complexity will be incurred from using higher order , while the first-order Markov models may lead to the less accurate channel...

Pool fire is a major accident type of flammable liquid. In this paper, a particle system based 3D simulation model of pool fire flame is established. On this basis, a multi-point source model of pool fire thermal radiation is proposed. Each living particle in the particle system is considered as a radiation...

This paper presents two accelerometer-based metabolic equivalent (MET) estimation methods: 1) MET regression models estimation; and 2) a mono-exponential MET estimation equation. The MET estimation methods can predict MET for the following seven categories of activities: sitting, standing, walking upstairs,...

Based on the SI communicable disease model, this paper established the model of quality safety information diffusion by comparing the system composition of SI model and the diffusing process with the model of quality safety information diffusion. Then, the paper overcomes the defect that and are fixed...

Forest is an ecosystem consisting of land and natural resources, primarily dominated by trees, living in harmony with the environment and cannot be isolated from each other. Orchids, not only as a component of tropical forest systems, but also because they have many benefits and the potential to be man-...

Education reform energized by big data is an active exploration in establishing China into a powerful higher-education-country. Its strategic deployment lies in promoting discipline innovation in humanities and social science internally, improving the dialogue-mechanism in talent exchange externally,...

This research aim to describe the student’s learning outcome enhancement on using Swansoft simulator software to explain non-conventional CNC technology topic in the vocational high schools. Skills for vocational students are absolutely mandatory. CNC become a complex topic to be learned as mechanical...

The conventional multiband data need a lot of processing before application in rainy area. MODIS land products synthesis algorithm reduces the influence of cloud, aerosol and other factors in the greatest degree. MODIS vegetation index product was directly used to estimate total yield production of early...

According to the independent research small Programmable Logic Controller based on ARM and FPGA, a miniPLC programming system is designed. LPC2478 and C/OS-II system are adopted as the platform’s core. Instruction List is adopted as the programming language. A new instruction system and its encodes are...

The transmit control protocol is used more and more widely as the development of mobile wireless network IP based and the need of high reliable data transmission in the unstable environment, but it has a poor performance due to the complex wireless channel and the variable network structure. Two TCP...

With the fierce competition and increasing cost of labor, printers face the problem that how to increase their production and efficiency. Information technology is one of the most used ways to achieve that object. Different applications, such as spreadsheet and Enterprise Resource Planning system are...

As a tourist gaze object "Tile-Cat" is the symbol in the tourism consumption system, has the unique tourism market symbol value, includes self expression and symbol value which represents a mascot, sacred item, totem, natural idol in ethnic area and symbolizes the medium of communication between tourists...