Advances in Intelligent Systems Research

This paper analyzes the content composition and detailed structure of the MNIST dataset, introduces the overall level of the traditional LeNet5 network, and proposes an improved algorithm for its hidden layer, optimization function, activation function, etc. of the network layer structure. Optimization,...

In order to meet the experimental teaching of biomedical comprehensive and designing needs. We designed a new type of biomedical teaching experiment system. The equipment features is through PAL CCD HD camera to shoot the CT slice, we use the DSP development board Ethernet port connected to PC, to achieve...

The purpose of the current study was to investigate the relationship between rela-tional-oriented exchange and outsourcing success of supplier-manufacturer rela-tionship within Malaysia. This study used the partial least squares (PLS) and struc-tural equation modeling (SEM) tool to test the hypotheses....

We discuss a method to estimate the seismic tsunami hazard coupling uncertainty of upper magnitude limit and focal depth in this paper. The method of estimating uncertainties of upper magnitude limit and focal depth is discussed. Manila trench and Ryukyu trench subduction zones are chosen to be the potential...

This is a study to improve the pertinence and accuracy of bridge-construction meteorological risk assessment. The multi-source information including meteorological observations, the disaster information, and the meteorological conditions of construction unit were used. Taken a large-scale bridge construction...

Phasor measurement technology developed rapidly in CHINA, Real time power system dynamic monitoring master station system were built widely in inter-regional power system and provincial power system, With WAMS system of practical ,WAMS master station test specification making is particularly important...

We aim to develop a new fatigue model valid for quasi-brittle materials like concrete, which properties have considerably larger standard deviation than metals. Having this in mind, we fit the measured strength data with a three-parameter Weibull cumulative distribution function and in turn take it as...

This study presents a theoretical model for understanding repurchase intention for customers. An empirical study was conducted to examine the model. The results indicate that customers' intention to repurchase online is negatively associated with their perceived transaction cost, and perceived transaction...

This paper studies the role of external environment in the evolution of cooperation. Due to the bounded rationality of players, external environment of individuals does matters on the evolution. The more the amount of cooperators a player's neighborhood has, expectantly, the more confident the player...

Based on PWM(pulse-width-modulation) hydraulic position control of high-speed on/off valve ,in order to conquer uncertain parameter to disturb control system . Design a method of single variable H∞ controller in this article .By simulation and analyzing ,the H∞ controller was proved to be an effective...

Due to congenital restriction of sensors, it is always a crucial issue on how to utilize limited energy effectively. We first put forward a network topology construction method, based on energy saving, including the way of forming a cluster and selecting middle heads and cluster heads. We then employed...

Food safety issue exists not only in developing countries, but also it is actually a global problem. At present, China's food safety is a serious issue and major fatal food safety incidents occurred occasionally. Based on empirical study, this paper analyzed food safety issues and their causes from government...

The numerical simulation of the heavy automobile front axles precision roll forging-die forging forming process was carried out by the DEFORM-3D. The temperature field, stress field, strain field, velocity field and metal flow condition in the forming process have been analyzed. The simulation results...

Synthetic aperture radar (SAR) produces ocean SAR solitary images which include the information of internal solitary waves (ISWs), surface wave, terraininfo and noise. Based on wavelet transform (WT) and bidimensional empirical mode decomposition (BEMD), we give a new algorithm, named wBEMD, to obtain...

This paper starts from the prospective of data processing and use of information, analysis the meaning and realistic background of processing integrated data by using Data Fusion technology. On the basis of a clear basic idea and principle theory of Data Fusion, studies and discusses its hierarchical...

The safety is of much importance in sea transport for ships. This paper proposes a new way to enhance the sea objects’ images that have low contrast based on extended BEMD (bi-dimensional empirical mode decomposition). The zero-mean waves are added and subtracted for image decomposition instead of the...

The article considers the basic algorithm of text and table data extraction used in the developed system of clinical decision-making in diagnosis of respiratory diseases, methods of formation of the data structure of an individual patient, a set of data from all patients for further application in models...

In terms of the background that the current local universities are transforming to the universities of applied technology, students major in editing and publishing are faced with more complicated opportunities and challenges in the employment. This paper analyzes the current situation of the employment...

In recent years our country has introduced various preferential policies. This made Chinese new energy industry developed vigorously. A variety of new energy enterprises not only focus on domestic energy market and continue to form alliances with foreign company to become a multinational group. The company's...

Under the time of information age, network teaching, the product of the combination of modern science and technology and modern education theory, widely used in the practice of teaching and education system, is bound to make many new innovations with the development of computer-assisted teaching and...

A dynamic database constraint definition method is presented based on metadata design, which facilitates client-side configuration of cloud database schema and consistency definition. The proposed scheme simplifies the conceptual schema designing process for cloud databases and offers more data administrative...

The paper makes the empirical analysis on factors affecting the A -share listed company's internal capital market efficiency, the study found that in the related factors of corporate governance, control and cash flow rights are associated with the internal capital market positively; the nature of ultimate...

In this paper, a new univariate quasi-interpolation operator is presented by means of construction way with cubic Multiquadric functions. It possesses univariate cubic polynomial reproduction property, quasi convexity-preserving and shape-preserving of order 4 properties, and a higher convergence rate....

Ship engine room fire is more common and more dangerous kind of accident due to fire, explosion caused shipwreck proportion rising year by year. First of all, to determine the evaluation index system, and then carry out random checks on the targets, calculation of the vector correlation of the indicators...

In this paper, a universal method is proposed for intelligent judgement, which relies on feature vectors representing each case to enable intelligent judgement via machine learning algorithms. The process to extract feature vectors consists of three main steps: modeling the case, building feature words...

The paper shows that the balanced implicit method reproduces the moment exponentially stable for hybrid stochastic differential equation. The balanced implicit method has better behavior of stability in comparison with the explicit Euler-Maruyama method. Experiments simulation indicates that the balanced...

Rehabilitation product is something that can help the persons with disabilities to solve the challenges with necessary functions. The development of rehabilitation product is the important subject with complex process in rehabilitation engineering, which would use cross field knowledge. Conceptual design...

Disruptive innovation is a special kind of innovation, in which many risks perform more prominent and cause more serious damage. It is necessary to identify and evaluate these risks for guiding disruptive innovation implementation and innovation risk risk circumvention. Based on the characteristics of...

This paper firstly analyzes the shortcomings of sequential association rule discovery technology, and proposes the improvement method to make up the deficiency. Then, the paper discusses the data mining method based on association rules. The paper presents research on data mining framework based on improved...

Dempster-Shafer (D-S) evidence theory has been widely used in multisensor data fusion to deal with uncertain information. But unreasonable results may be produced by using D-S combination rule in the case of that data are conflicting with each other. This paper proposes a modified evidence combination...

Human Skin detection deals with the recognition of skin-colored pixels and regions in a given image. Skin color is often used in human skin detection because it is invariant to orientation and size and is fast to process. A new human skin detection algorithm is proposed in this paper. The three main...

This paper mainly discusses the cooperative spectrum sensing technologies in cognitive radio system. First, the paper starts with the single-node signal detection, then categorizes the spectrum sensing technologies and covers the good and weak points of the three major methods. Second, it puts forward...

In computer science, graph is one of the most complex data structures. But graph can be used in research and in bussiness because of its intuitive expression. It is a focus in data mining how to derive the interesting subgraph patterns from a great number of graphs. This article introduces a data mining...

Logical formalization of emotions moves forward and develops more widely accepted and clearly defined emotion models. However, there is little quantitative analysis of emotions based on modal logic. We put forward a logic LEI to represent quantitative belief, preference and disgust. Then, event-based...

Person authentication based on biometrics has been a major aspect accountable for providing security to cyberspace. The traditional biometric-based systems are based on the usage of single modality, which are potentially devoid of the capability to provide high security. A Deep Maxout Network (DMN) is...

This paper analyzes the clustering analysis method in the education field in the specific application, in reading other papers at the same time, find shortcomings, the application of hierarchical clustering and fast clustering two methods mutual contrast, verify the clustering analysis method will be...

A novel non-return-to-zero (NRZ) to return-to-zero (RZ) format converter is proposed and demonstrated through an optical simulation software. This converter first adopt a polarizer modulator (PolM), to polarizer modulate the input NRZ signal, then a RF clock signal is used to restrain the side-lobes,...

Because of the concept of the brand equity is defined ambiguously in the scientific literature and defined from different perspectives, there are a variety of methods. The goal of the paper is to build an optimized Interbrand model which is based on the consumer perspective of brand equity. In this paper,...

The present article attempts to explore and discuss conceptual metaphors and metonymies for emotions in the Chinese language with regard to the role of the body in emotions. The study on emotion metaphors and metonymies enables us to see how people of a given culture or dif-ferent cultures conceptualize...

Within a supply chain, order allocation plays a key role for procurement management. This paper researches a company can order crucial raw materials, for example crude oil, from multiple suppliers. At the same time, order allocation is an important multiple criteria decision making problem including...

Harmonious campus culture in local higher vocational college require material culture to cultivate talents through the environment, operating culture is harmonious and high-efficiency, spiritual culture is enrich and healthy. Among them, the school material culture is the foundation and the carrier of...

At present, most of the transaction operations are required in the heterogeneous network environment. The transaction operations not only guarantee transaction implemented correctly and effectively, but also keep transactions under the different environment of consistency and integrity. This paper mainly...

The simulation model of the weight-fixed loading hydraulic system with skip at Wangshiwa Coal Mine was built to analyze the flow and pressure change of the system. According to the simulation results of one working cycle of hydraulic fix-weight loading, the lifting speed of hydraulic cylinder is smooth;...

The paper starts from the research objective of multi-frequency intelligent scheduling software, and analyzes the necessity of researching transmission of multi-frequency transmitter selecting the optimized evaluation algorithm. And the appropriate evaluation algorithm is selected by algorithm comparison...

This paper presents a neural network model based on the cell resistance signal. In the model, the anode current spectral energy is set as the input vector; the normal production, anode anomaly and metal wave are set as the output sample. By using genetic algorithm to optimize the initial weights and...

The aim of our research was to study the effect of single-nucleotide polymorphisms in growth hormone gene on variability of weight and linear growth in crossbred Red Angus × Kalmyk heifers (F2). The experimental animals were reared in “Agrofirma Aduchi” Ltd. in Tselinniy region, Republic of Kalmykia....

This article is based on the design of the IT service platform system construction project undertaken by Shanghai Zhenhua Heavy Industry (Group) Co., Ltd. It is to standardize the IT operation and maintenance work flow of the “LiangHua” Department, clearly define the functions of the Ministry of Chemical...

With the continuous development of information construction in modern enterprise, the business information system was integrated and the operating activities were more and more dependent on the core data of it. The gas station management system, which was called MS, as a basic application system in the...

A novel technique called electrostatic sensing method has been applied to condition monitoring on tribological system. Two basic types of electrostatic sensors are Wear-Site Sensor (WSS) and Oil-Line Sensor (OLS). According to the sensor structure (shape and size), different sensors have different features....

Mobile business is one of young promising e-commerce industries. In mobile business scenario, PKI and certifications have been the premier solution to secure mobile transactions. However, client devices with limited computing and storage resources have difficulties to discover and validate the certification...

This paper introduces a group communication protocol ensuring message causality condition based on gossippull systems. The message causality condition can be satisfied by making all multicast messages transferred to group recipients through redundant message sending by sensor brokers, especially based...

Minimarket 212 Mart Palembang Kuto is a retail market of 212 mart cooperative cooperatives, selling various kinds of goods for daily needs ranging from food, non-food, drinks and frozen food. All transactions carried out in transactions, which are stored in datacenter warmart 212, consist of spreadsheets...

With the continuous progress of digital information technology, the advantages of online teaching and traditional classroom teaching complement each other, which provides a new direction for the innovation of teaching mode in colleges and universities. In this regard, this paper aims at improving the...

With the deepening of the reform and development of higher education in our country, especially reform of the charging system, groups of college students with financial difficulties are also rapidly expanding.Physical education students with families financial difficulties in the university campus has...

With the wide application of the modern technology of the multi-media computer, the traditional physical education method is facing more and more serious challenges and the defects of traditional physical education method emerge quickly. Thus, new modern educational means becomes nonnegligible in the...

In order to analyze blood pressure and heart rate changes during submaximal exercise in different body figures, 36 female college students underwent treadmill exercise with heart rate being monitored and blood pressure measured before, immediately after and 10 minutes after exercise. Correlation analysis...

In this article, we investigate the optimization of sustainable supply chain network (SCN) strategic design problem. The proposed SCN is composed of four echelons including plants, distribution centers, cross-docks and retailers. The problem has been mathematically formulated as a multi-objective optimization...

The development of logistics has experienced from the enterprise internal management to integrated enterprise internal departments and then to the external integration among enterprises of the three stage. In this development process, people focus on the factors of productivity, efficiency and cost associated...

Suitable livestock farming environment is an important safeguard for healthy growth and high quality production of livestock. Based on the effect of greater cost-saving and efficiency- increasing of environment wireless remote control devices of the Internet of Things on livestock farming, it will greatly...

Sensitivity analysis (SA) is an important part in engineering design under the uncertainty to provide valuable information about the probabilistic characteristics of a response. In this paper, the variance-based methods and the cumulative distribution function (CDF)-based sensitivity coefficients were...

To encourage initial enterprises to be better development, government sets up the venture capital fund through guiding social capital investment and increasing investment in start-up and seed enterprises to speed up the development of enterprises.The purpose of this paper is to study the government effect...

In this study, a new scheme was presented for the EEG signal classification with feature selection based on one-dimension real valued particle swarm optimization. In the proposed scheme, normal and abnormal EEG signals were decomposed into various frequency bands with one fourth-level wavelet packet...

By measuring transfer characterises before and after a given number of specific pulse cycles applied on the gate electrode for AlGaN/GaN MIS-HEMTs, the threshold voltage (Vth) instability is investigated. Furthermore, by measuring the change in transient gate capacitance (ΔC) under different pulses,...

In the field of aerospace, the amount of test data need to be transmitted is large, and the transmission is far. Especially when down sending the stored data, the code rate is as high as 200Mbps, and the data transmission distance is far, even up to several tens of meters. This paper presents a high-speed...

In medical diagnosis, high resolution (HR) images are indispensable for giving more correct decision. However, in order to obtain high resolution medical images, it is necessary to impose long-time, hence it leads to heavy burden to the patient. Therefore Super Resolution technique, which can generate...

In this article, we present an algorithm for defuzzifying multiple fuzzy sets simultaneously, where the defuzzified values are bound by a constraint. The algorithm aims at maximizing the lowest membership grade of the defuzzified values in each fuzzy set, while satisfying the constraint. In the examples,...

The article discusses the use of semantic modeling in the analysis of threats to energy security (ES). Semantic modeling is proposed to be applied at a qualitative level, followed by quantitative assessment of the ES level in studies of energy security. Exercise of traditional software systems provides...

The modulus-based matrix multi-splitting multi-parameter methods for solving a class of weakly nonlinear complementarity problem are presented. The weaker convergence conditions are analyzed. The numerical results show that the new methods are efficient.

We propose a novel framework for performing quantitative Bayesian inference based on qualitative knowledge. Here, we focus on the treatment in case of inconsistent qualitative knowledge. A hierarchical Bayesian model is proposed for integrating inconsistent qualitative knowledge by calculating a prior...

This paper investigates interval type-2 fuzzy PID control under Gaussian and triangular primary membership functions.Three types of type-2 fuzzy PID controller simulation diagrams are given.The simulation results show the available of interval type-2 fuzzy PID control.

Yuyan Zhuanhuan (literally ‘language conversion’), a preliminary instinct of a translation learner and beginner translator in face of an assignment, and an intuitively empirical approach to translation upheld by some Chinese scholars, should be dismissed, as the so-called ‘equivalence’ has been disregarded...

This paper describes the training, validation and application of recurrent neural network (RNN) models to computing the algal dynamic variation at three sites in Gonghu Bay of Lake Taihu in summer. The input variables of Elman’s RNN were selected by means of the canonical correspondence analysis (CCA)...

To solve the problem of super-resolution reconstruction in the two-dimensional barcode image, this paper applies the technique of super-resolution reconstruction based on sparse representation into this area. Given the characteristics of the two-dimensional barcode image, this paper presents a new approach...

Visual language is rich and varied and it makes our imagination more flexible. The purpose of this paper was to find a new kind of design research method which was aimed to obtain the perfect redesigned result by means of deconstructive and reconstructive method. These different types of methods which...

Informatization of shipbuilding enterprises is the only way to achieve modernization for the shipping companies in line with international standards. This paper puts forward some typical problems existing in the process of shipbuilding enterprises informatization in our country by combining the status...

Pretreatment needs to be done before measuring the hydrophobicity of the composite insulators. However, the necessity of such pretreatment is questionable for operating composite insulators. Therefore, surface roughness of light pollution level, heavily pollution level, chalking and the impact of surface...

The ship manning is related to generous factors. That quantifying the factors and building the quantitative comprehensive model of safe levels of the ship manning via the fuzzy comprehensive evaluation can provide positive evaluation standards, which can be referenced for shipping companies and maritime...

Cloud computing is the development direction of the IT industry in the future and the application of cloud computing is bound to exert a profound influence on the field of higher education. The construction of the network educational resources platform in universities is to integrate all sorts of educational...

in view of continuous technological development in recent years, new media enter modern life. Wide application of new media, outstanding effects and rapid generalization make people exclaim in great surprise. Under such new situation, fusion of college English teaching in new media teaching can well...

This article aims to improve the practice feasibility of game theory for logistics demand enterprises and the third party logistics enterprises in a principal-agent game. Firstly, some parameters are introduced to the game. Especially the complaint rate is used to depict the degree of positive work or...

Corporate culture is a new stage of management development, emphasizing the value of organization and individual and self-management of individual. Through the analysis of the theory of human nature in the process of management development, this paper puts forward the hypothesis of "consciousness" which...

There are several problems in traditional simulation and live training methods, such as the low technical merit, incoherent process, non-real-time guidance, and subjective assessment and judgement. According to the idea of "real layer - semi-physical layer - virtual layer", the basic theory of parallel...

From Chinese accession to the WTO to the current acceleration of economic globalization, Chinese emphasis on English and actual needs are getting higher and higher. The goal of English teaching has also shifted from pure English language knowledge education to practical English training. What needs more...

Overlay network had received great attention in recent years. Overlay network usually used the peer-to-peer(P2P) networking paradigm for enabling end systems to share their resources. Recent researches had proposed many interesting applications on overlay network such as files sharing and multimedia...

The fuzzy representation of the edges has been widely studied in different works. Generally, for each pixel, the authors use membership degrees linearly proportional to the magnitude of the gradient at that position of the image. This would be equivalent to using a triangular membership functions on...

Airfoil optimization design has been carried out by panel methods for small size aerial vehicle at low Reynolds number. The optimization airfoil formulas were expressed by the NACA4 digital airfoil analytical expressions with a few optimization variables that made the optimizing computation quick. A...

This paper describes the study of topics on microblog based on specific events. First, we use a famous topic model – LDA to extract topics from microblog about events. Then, we propose three indexes: Attention Factor(AF), Evolution Factor(EF) to see the performance of microblog topics and Diversity Factor(DF)...

This paper deals with the modelling and stability analysis of the Automatic Flight Control systems for a Ballistic Missile using Matlab. The Root Locus Analysis of the System is programmed in Matlab for four different transfer functions corresponding to different Aerodynamic Coefficients for the Vanguard...

In order to make spinning computer simulation correspond with the actual production, the elastic-plastic finite element model of spinning was established in this paper. By using DEFORM, the elastic-plastic and rigid-plastic finite element models of cone spinning were developed, and the results of stress...

The automatic recognition of motorcycle helmets and detection of triple-riding violations in real-time surveillance videos is a growing application in computer science. Deep learning techniques for object detection and classification have gained popularity due to their potential to address surveillance-related...

Based on shortcomings of the traditional practice teaching system in packaging engineering specialty in our college, the current traditional model of practice teaching has been reformed and practiced from the aspects of laboratory construction, curriculum design, graduation design, productive practice...

In this paper, we propose an imaging algorithm of missile-borne SAR in diving and squint mode. The diving acceleration, vertical speed, and squint angle caused a large range cell migration (RCM). The algorithm divides the RCM correction (RCMC) into two steps. Firstly, correcting the main part of range...

In today's domestic and international environment, learning English along with the extensive use of the English language is more and more popular. In a wide variety of English learning methods, the method of promoting English learning by appreciating original film is one of the priorities. In order to...

In this paper, an intuitionistic fuzzy neural network model is proposed The network structure has five layers, and adopts Mandani’s fuzzy reasoning. A new fuzzy inference system is applied in the model, which contains hesitation margin as a part. A training algorithm based on Extended Klaman Filter(EKF)...

The labor dispatch model is an important supplement to China's basic form of labor contract employment. After China's reform and opening up, companies which gain more autonomy in operation begin to take various ways to reduce labor costs, in order to meet the needs of market economy, thereby promoting...

In this paper, a zero-IF and modularization RF design scheme of wireless identification reader for UHF passive tags is presented. The reader works at 860-960MHz, and corresponds to the standard of EPC C1 G2 and ISO/IEC 18000-6C. The realization of some key modules is elaborated. The tests have shown...

Using data from 2004 to 2013, we investigate the effects of foreign ownership on commercial banks’ performance for “BRICS” countries in a panel consisting of 50 banks 500 observations. Applying DEA model, we compute sample banks’ efficiency. Conclusions of regression analysis show that foreign ownership...

Increasing emission of greenhouse gases is an environmental issue, and it is a great concern to curb this problem from further harm to the environment. With increasing interest in the use of warm mix asphalt (WMA) in the paving industry, more studies in this field for improvement of WMA properties seem...

The coarse tracking system of compound axis control system has been determined. But the deep understanding of the coarse tracking system can only be analyzed by the measured operation data. Thus the linear model of the coarse tracking system can be identified only by the measured data. In this paper,...