Advances in Intelligent Systems Research

Intelligent transportation plays an increasingly important role in the transportation in China, and the new social relations produced by the emerging field of intelligent transportation has not been included into the research category by the current traffic laws, specific including the lack of a clear...

With the boost of the comprehensively deepening reform process in our country, the state has begun to put the development of the think tank in various fields into the development of key areas. Since the 18th National Congress of the Communist Party of China (CPC), perfecting and developing the socialist...

We propose using fuzzy time series (FTS) to forecast the future performance of returns on portfolios. We model the portfolio selection problem by means of possibilistic moments, and approximate the uncertainty of the return on a given portfolio by trapezoidal fuzzy numbers. Some modifications into the...

By analyzing the current image encryption algorithm based on a class of artificial neural network in recent years, this paper proposes a new hyperchaotic image encryption algorithm based on 4D of Hopfield-type neural network and AES(Advanced Encryption Standard) encryption algorithm, First, defines four...

Based upon the raw S&P 500 portfolio performance in eight consecutive years, this paper gives an overview analysis of the application of influence diagram to portfolio management. Our findings provide a ground for the question: Is the structure information provide by the expert superior to the one generated...

White body finite element model of a light-truck cab is established, with which numerical and experimental modal calculations and analysis are conducted. Based on modal matching principle, a dynamic characteristics analysis is performed, and on the same time, the cab structure optimization is carried...

An effective communication protocol for wireless sensor networks should provide a good quality of service (QoS) for network data transfer, but the traditional layering protocol stack can’t sufficiently meet this complex requirement. So a new cross-layer communication protocol - directed spanning tree-based...

The timely clinical intervention of ischemic stroke in brain CT scans requires the early and accurate identification of its presence in the brain but this is not easy as the imaging characteristics are subtle. This paper demonstrates a well-validated deep learning model with architecture-based DenseNet121...

Quantum computing and artificial intelligence (AI) are positioned as groundbreaking tools capable of tackling complexities inherent to modern computation posed by high-dimensional optimization problems. This research presents a quantum-enhanced optimization framework that leverages the QAOA (Quantum...

The Chinese government has been working to explore the spread of agricultural catastrophe risk management. The agricultural catastrophe risk diversification has experienced the financial leading mode and the financial support mode, at present has the transition to the multi-level risk dispersion model...

In order to improve graduate employment information system (GEIS) adaptability, the Improvement Scheme of GEIS adaptability is studied. Firstly, an index system for GEIS adaptability is established. Secondly, the selection model for the adaptability scheme is built based on QFD method, and the selection...

In this paper, through the questionnaire survey, an empirical analysis of the influence of Internet word of mouth (IWOM) on college students' purchase intention for mobile phones is undergone. SPSS software is used for reliability, validity, correlation and regression analysis. Through the analysis on...

This paper focuses on the potential risk mining method of underlying network dormant data, a potential risk mining method based on bat algorithm optimization BP neural network is put forward. The BP neural network parameter is coded as the individual of bat, and the accuracy of the potential risk mining...

Under the circumstances of backward production tools and technologies, varied and graceful local buildings are built by using the local materials with the wisdom of the working people. The article analyzed stone dwellings in Yuhu village in Lijiang Yunnan Province as cases. Based on the field testing...

As a common linguistic phenomenon in both English and Chinese conversations, discourse markers are parts of information organization in discourse analysis. In conversational communication, the pragmatic function of discourse markers was analyzed under the framework of Relevance Theory for its procedural...

The research objective was to achieve local path planning of plant protection robot in row-type plants like vineyard. To acquire the robot pose (yaw angle and lateral offset) in row-type plants, laser radar was used as a single sensor to detect the row-type plants information, fitted row boundary line...

The neck injury is usually ignored by researchers and regulations, but in fact the human neck injury is very serious and the rate of being disabled in the traffic accidents is very high. This paper focuses its study on the influence of different parts of the dummy loaded after the initiation of the airbag...

The experiment adopted dynamic continuous test, discussing the change of filter velocity, gas-water ratio and water temperature for the stable operation influence of BAF. By comparing the removal efficiency of COD, NH3-N and turbidity of effluent under different filter velocity, gas-water ratio and water...

Strapdown three-axis magnetometer needs calibration before it can be properly employed for navigation purposes. Many scalar calibration methods have been proposed to determine the calibration parameters. However, most calibration approaches seldom describe the influence of sampling distributions on the...

Exemplar-based image inpainting techniques face two main problems. One is the decision of filling-in order which has a strong impact on image inpainting effect. Another problem is greedy search process while searching for the best exemplar patch. This paper presents a robust method for exemplar-based...

The accurate investigation on the coseismic displacement attenuation pattern plays an important role in seismic intensity zoning. A new model combining the Logistic Power and Cosine model is proposed in this paper to evaluate the correlation between coseismic displacement and epicentral distance and...

This paper studied how to improve the quality of personnel training, strengthen the professional teaching experiment, and establish a student-oriented professional experimental teaching mode, in order to comprehensively improve the students' knowledge, ability and quality. The reform which combined firm...

This article introduces the definition and function of task-based approach by means of empirical research, and shows that task-based language learning can improve the nursing English skill in vocational college hence make the students study English in a positive way. According to the method, the English...

As a kind of stock treated specially, ST stock has higher risks as well as high rev-enues; so, it is of great significance to study the market volatility of ST stocks in Chinese stock market. The 745 index return rates of ST stocks from April 1st, 2010 to April 26th, 2013are studied with nonlinear method....

Determination of the mechanical properties of urea-formaldehyde (UF) microcapsules is extremely important. In this study, UF microcapsules were made by using in situ polymerization method. The diameter and thickness of UF microcapsules were characterized by using scanning electron microscopy (SEM). In...

Red design is a very unique design theme, containing a large amount of information. It is a design which brings a revolutionary atmosphere in the traditional design language style. As a kind of cultural design, it enriches the cultural connotation of modern art and design. Today, we organically combine...

The thesis puts forward an improvement method for the combining rule of Dempster-Shafer evidence theory based on the correlation between evidences. Different from D-S theory, the correlation coefficient between evidences is introduced; and varies with the evidence fusion. By decreasing the probability...

Spatial distance calculation is a basic and primary function of GIS, however due to the complication of the algorithm and the existence of rounding and truncation errors, it is very difficult to obtain the oracles of the implementation, so traditional testing methods face great challenges. Metamorphic...

O2O namely Online To Offline, it is a line from online to down, and combine online resources with real economy ,therefore allowing the network to become the real economy to an e-commerce model extends to the virtual world of the "front", different from the B2B - (Business To Business) and B2C (Business...

Pupuk Sriwidjaja Palembang usually distrubutes its assistance in a form of goods, and foods, or credit loans for an event or acrivity. But, the most thing that this company distributes to people around it is loan funding for those who are poor. Furthermore, choosing a candidate to fulfill requirements...

Outdoor activities are an indispensable part of kindergarten education practice with rich educational opportunities, while red culture is the cultural essence of the Chinese nation, and its rich cultural content and spiritual value make it an important resource for teaching work. This paper takes the...

To decrease the LED operating temperature this paper presents a novel high power LED COAB (Chip on Aluminum Board) bonding method, the heat dissipation performance was studied by packaging the multi-die in the combination of series and parallel. The trade-off parameters were the bonding distance and...

To coordinate with the undergraduates' innovative experimental project hosted by the ministry of education and to direct at the characteristics of the students majored in non-metallic inorganic material, we use the opportunity and terrace of declaring the innovative experimental project “Effect of the...

A novel transmission-line model (TLM) of the three phase transformers under direct current (DC) bias is built. In the model, the differential terms in the transformers circuit model are discretized. The saturation characteristic and the hysteresis effect of the core material are described on the basis...

Image classification technology has made tremendous progress with the development from shallow network (neural network) to deep neural network, image classification based on deep neural network has become popular in the field of image classification technology. By introducing shallow network and deep...

Using the welding assembly finite element software, PAM-ASSEMBLY, we performed a dynamic simulation of Q345D low alloy high strength steel deformation under different welding sequences. A post processing module was used to gain welding deformation nephograms at different times under different welding...

Data Sparseness, the evident characteristic of short text, is caused by the diversity of language expression and the short text length. The previous text models represented by Bag of Word (BOW) only considers the statistical feature of words, and thus always underperformed when it comes to short texts....

Landscape architecture course is an import curriculum in landscape major. Combined the distinguished practicality feature, this paper conducted the assessment methods revolution in the teaching process. The course assessment quota system is established. It stimulated the positivity and creation of students...

In light of recent research and empirical findings a new view on emotion and affect has surfaced. Within this view `feeling' (core affect) is separated from Ëmotion' (psychological construction). This model appears to be a good candidate for a computation model of affect and emotion. We argue that fuzzy...

Attapulgite (ATP) reinforced poly(butylene succinateco- butylene adipate) (PBSA) nanocomposites were prepared by melt mixing in a HAAKE mixer. The fracture surfaces of PBSA/ATP nanocomposites showed superior interfacial linkage between ATP and PBSA matrix. The dynamic rheology properties of PBSA and...

The social welfare information management system based on three-tier model and the client-server framework is built, which in close connection with social welfare archives information. At the same time, the amount of data, namely the underlying architecture code design, system architecture design, and...

Multiple Degrees of Freedom (DOF) parallel robots possess the advantages of being compact structure, great stiffness, stability and high accuracy, so such platforms have been widely used in application areas as diverse as the spacecraft motion simulators, radio telescopes, and medical rehabilitation...

Before carrying out the structural adjustment program, the Algerian economy was struggling, characterized by dwindling foreign exchange reserves, rising foreign debt, dropping GDP growth rates, persistent budgetary deficits, high inflation, malaise the private sector areas of agriculture, construction...

The rapid advancement of artificial intelligence and synthetic media generation has amplified the threat of deepfakes, raising serious concerns about online authenticity and public trust. Deepfakes, often created using GANs and autoencoders, produce highly realistic images and videos that are increasingly...

Face recognition biometrics is now widely employed, thanks to the rapid development of computer vision technology. However, since the facial recognition system cannot tell whether a face image is real or not, it is open to impersonation attempts. A face recognition system should be able to recognize...

With the fast development of packaging design, the usability evaluation has been paid much attention to. On the other hand, with the popularity of the eye movement experiment, the evaluation method based on experimental data has been introduced into the usability evaluation system. This paper, taking...

For higher vocational students, post practice is a main way to improve their practical ability. However, there are many problems during the post practice. And “Dual subject” (school & enterprise cooperation) will benefit those students under the standard management. Therefore, enterprise will participate...

The paper researches the random contention system based on the binary tree conflict resolution algorithm to improve the throughput in-depth using the average cycle method, then gets the formulas of the systemic throughput and so on. The simulation results verify the correctness of the theory, meanwhile,...

This paper aims to analyse the risks involved in reverse mortgage on a forward sale of house by elderly homeowner. We provide a practical solution to institutions planning to issue such reverse mortgages. We propose the formation of Senior Citizens Housing Trust for retired homeowners who wish to sell...

Web information retrieval technology has been widespread concerned by research-ers. Web-based search of the OOV Trans-lation Mining has also become hot spots. In this paper, the re-ordering of OOV translation candidates is studied, which is the result of web mining. Automatic word alignment technology...

A new method is proposed to quantitatively characterize lymphocyte deformation in image sequences. The whole framework includes three steps?cell segmentation, cell tracking, and cell deformation characterization. Firstly, morphological image processing is implemented as a kind of segmentation method...

This research focuses on exploring the robustness of the reinforcement learning algorithm Twin Delayed Deep Deterministic Policy Gradients (TD3), especially in terms of its performance in the face of uncertainty, noise, and attacks. Reinforcement learning is a machine learning paradigm in which an agent...

In a classroom setting, manual roll call consumes a significant portion of the limited available time. To address this issue, automatic attendance systems offer a solution. This paper presents an improved automatic attendance system based on facial recognition through a thorough analysis of previous...

We generalize precisiated natrual language by establishing a formal logic as a generalized precisiation language. In this formal logic, each proposition has a syntactic structure observed in natural language. Various syntactic structures are incorporated in the formal logic so that it precisiates not...

Video text can be used to infer important semantics information of video. Video text extraction is a crucial step to recognize video text. Most of previous works can not extract the text well when the text regions have complex background or text character stroke width is unknown. Therefore, we propose...

As the parameters from the thermal power plant DCS (Distributed Control System) data have closely relationships, the association rules data mining is tried to be applied in the determination the optimization values in the thermal power plant. A model is built by the mining tools Clementine 12.0 based...

With the rapid development and extensive application of virtual reality technology, many enterprises use this technology to enhance the competitiveness of their products. Using three-dimensional modeling software Pro/E, 3ds Max, virtual reality software Unity 3D and object-oriented programming technology,...

The limited liability system transfers risk from shareholders to the company creditors. Due to that shareholders participate in company internal governance, the shareholders are often in a dominant position in the company's internal information, while in many cases, creditors are in the environment of...

At present, internet has become an integral part in life, with the rapid development of informationalized level, the information-based teaching ability of young university teachers is highly valued by the education sectors which directly impacts the teaching level. Through researching on the current...

In this paper, the plant landscape evaluation system for Mausoleum Park has been established with 23 evaluation indicators which were categorized by questionnaire investigation. Analytic hierarchy process (AHP) was used to figure out the significance ranking. For norm hierarchy, ecological value is prior...

On high frequencies (HF, defined to be 3-30 MHz), radio waves can travel long distances by multiple reflections off the ionosphere and off the earth. The focus of this research is to develop an appropriate mathematical model for HF radio waves which a ship travelling across the ocean will use for communications...

Melanin LEM236 was extracted and purified from Lachnum YM-236. Scanning electron microscopy showed LEM236 had a blocky, amorphous crystal structure with an irregular surface. Elemental analysis, infrared spectroscopy and 1H-NMR measurements indicated that the melanin had the structure model of a novel...

The rapid expansion of digital payments and cryptocurrencies has created both opportunities and vulnerabilities in the modern financial landscape. A critical concern emerges when funds are swiftly transferred from traditional banking systems to cryptocurrency wallets, often using fraudulent or compromised...

This paper deals with the intensive land use in the five provincial development zones in Wuxi, after constructing the evaluation index system from the viewpoint of present situation, efficiency and sustainability of land use, the paper calculates the weights using optimal combination of empowerment,...

The paper briefly introduces the method and principle of circuit fault simulation and circuit functional reliability simula-tion, describes the problems of such method in engineering application, ana-lyzes the reasons for such problems in detail, and advances relevant improve-ment method and measures...

The research and practice of virtual machine technology in English teaching is in its infancy, research involving the production and use of the teaching courseware, the use of existing educational software, and the use of computer networks classrooms, the campus network, the Internet and distance learning...

In this study, the influence of lead sulfate on the transport of chloride in mortar was investigated by chloride ion permeation test. The changes of cement hydration products in cement-based materials containing lead sulfate were observed by scanning electron microscopy (SEM).The results show that the...

This paper studied anti-attack performance testing methods in large network. Anti-attack performance testing process in large networks is different from traditional testing process, which mainly features harbinger attacks, lacking precise characteristic information of determining the attack act. Point...

This paper describes the design of the movable solar energy heat utilization system. The data of the system can be monitored and output for testing and analysis. The system can save 3386.4 kWh of electricity per year.It can be known that this system uses only two hours to heat water for daily life.The...

"Internet +" refers to the full play of the Internet in the allocation of resources and is a combination of the Internet's innovative achievements and the industries in our country, to enhance the competitiveness, productivity and creativity of various industries, and to form a wider range of new economic...

Computational complexity is one of the most important issues while dealing with the training of Support Vector Machines(SVMs), which is done by solving corresponding linear constrained convex quadratic programming problems. The state-ofthe- art training of SVMs takes iterative decomposition strategies...

The three-phase rectifier that adopted one-cycle control technique used in the aircraft is introduced in this paper. The One Cycle Control (OCC) principle and the operation principle of the rectifier are presented. The double loop control is adopted in this paper. According to the mathematical model...

With regard to the NC grinder technology procurement project of a machinery ' according to a large number of data this paper makes use of The AHP to establish a mechanical plant AHP model. The third layer (Tender licensors) is taken as the evaluation indicators. Based on the relationship between production...

The input and output torque of different shafts are important parameters in the design of vertical mixer’s transmission agent. However, the calculation of the torque is so difficult because of the complex structure. In order to solve this problem, a relationship between input and output torque, number...

CQI(Channel Quality Indicator) is an essential indicator for AMC(Adaptive Modulation and Coding) technique in LTE. Due to the long delay of GEO satellite channel, CQI prediction is necessary to ensure effective AMC in LTE-compatible GEO mobile satellite communications system. The complete procedure and...

A cpw-fed Swastik shape Broadband planar inverted f antenna (PIFA) for WiMAX application has been proposed. Broadband operation (3.27 GHz to 4.02 GHz) is achieved by proper broadband matching at both the resonances (resonance due to even mode and resonance due to odd mode) due to modified cpw feed. Proposed...

Extension of the sign language that helps to overcome the communication barrier for hearing impaired as well as speech impaired people has been presented in the form of the proposed multi-purpose smart glove for converting sign language to speech translation. This glove combines different sets of sensors...

Elaborate the exploration of modern teaching methods and approaches in teaching activities of optoelectronic information material professional courses in higher education. Shortages of traditional teaching methods and approaches were explored, formation of innovative teaching methods and philosophy were...

The weighted factor method is required for space camera electronics system reliability allocation. The weighted factor is ascertained by field experts based on experience. So there exists prodigious subjectivity. A method based on weighted factor method and fuzzy synthetic assessment is proposed for...

According to the sixth national population census and the second national sample investigation of the disabled people, the total number of the disabled people was 85,020,000 in China at the end of 2010. The number of person with hearing disability was 20,540,000,which constituted 24.16% of the total...

Based on the owned displacement monitoring data and displacement evolution of landslide, the total displacement can be divided into trend term displacement, which is controlled by its own geological conditions and periodic term displacement affected by external factors. Then the displacement prediction...

System innovation is the major impetus for the development of modern economy and society. At present, the System issues are still the biggest obstacle in the way of further marketizing and internationalizing Chinese economy, they are the priority problem must be faced and solved when developing Silk...

In this paper, the integration of mutual information (MI) and fuzzy model is proposed to predict stock indexes with complex and non-linear characteristics. Technical indicators are considered as initial input candidates and significant inputs are determined by MI-based input selection method. To identify...

The system of systems (SoS) possesses essential characteristics of autonomy, evolvement and emergency, which can only be studied from the aspect of SoS behavior. Modeling and Simulation (M&S) can cope with SoS complexity and study its behavior more efficiently at lower costs. Considering the multi-subsystem...

With the development of digital campus construction, the campus network size has been rapid growth, but there are also many network security problems. The honeypot technology is introduced and based on the development of net technology, combined with the campus network security problem, the honeypot...

Accurate detection of the direction of hydraulic fracturing cracks in the oil field is one of the crucial factors in rational exploitation of the remaining oil and enhanced oil recovery. In this paper, using the potential and the potential gradient test methods and virtual instrument technology, we design...

Information is an important sign of modern economical development and college social security information management also needs it. This paper will analyze problems that might occur in college social security management as well as the necessity to carry out information management, and will also suggest...

In order to address the perspectives of healthcare supply chain management, the current literature was reviewed comprehensively. Major managerial issues were identified and discussed, including healthcare supply chain performance, cost reduction, inventory management, bullwhip effect, quality and security,...

Based on the popularization of higher education , improving the quality of education has become a eternal theme of talents cultivation at colleges and universities.The thought of education will be an indispensable part during this process. This article focuses on the new three centers educational thought...

with the development of society and economy, the conflict between resources and environment is increasingly apparent. As the principal part of national economy, Chinese enterprises take their corresponding economic and social responsibility and they have begun to explore the modern business and operation...

The grinding process parameters and grinding quality of PCD tool is an area still full of questions to be resolved.This paper bases on the uniform test method, process parameters of PCD tool sharpening are seen as the level factors, thus in different conditions of level factors have carried on actual...

The aim of this paper is to introduce the application of SIMULINK to analyze the unbalanced operation characteristics of a three-phase transformer with non-identical winding impedances. SIMULINK is popular professional simulation software in power industry and departments of electrical and electronic...

As a convenient modern means of transportation, the car has brought great convenience to people's life. But at the same time, the traffic accidents cause serious losses of people’s lives and property. Since the eighteenth century when the car was born, it has been accompanied by vehicle safety problems....

With the continuous attention and promotion of electric vehicles, governments of electric vehicles have made great progress. However, due to the randomness and unpredictable nature of electric vehicle charging, it will have a certain impact on the power system. To effectively predict the charging load...

The emerging techniques in the sensor field include an antenna as a bio-sensor. A simple Planar Inverted F antenna (PIFA) as an implantable glucose sensor to detect variation in glucose level is presented in this paper. The work includes design of PIF antenna using HFSS software and in vitro testing...

This paper aims at identifying steady state relations (cointegrated relationships) in a system that contains multidirectional nexuses for a hypothetical economic structure. The study discusses various econometric tools needed to identify long run cointegration vectors and employs these tools to derive...

The goal of this study was to develop a flipped learning student engagement scale for college students. There were 450 college students who took part. A comprehensive review of the literature and interviews were done in order to design the scale’s items. With a total of 21 items, four components were...

We investigate and analyze finite energy Airy pulses interactions with temporal solitons in nonlinear fiber at the same center wavelength, via split step Fourier numerical simulation. The results show that the Airy main lobe is partly trapped by temporal solitons, and the trapped pulse that can present...

With the currently for DC micro grid of exploration and research, this paper puts forward the solar photovoltaic electric bicycle charging station research and design based on. It is the application of the solar photovoltaic power generation power through the DC bus to the electric bicycle load, through...

This paper analyzes the necessity of MOOC education information management system in the design of university MOOC education information. Through the development of MVC design pattern based on Web application, the system function module is analyzed, the overall architecture of the system is designed,...