Advances in Intelligent Systems Research

The introduction of electronic commerce allows consumers collecting multiple and complete product information to induce the purchase motivation. In addition, the electronic commerce appears multiple and efficient product delivery from manufacturer-retailer channels to consumers and largely reduce transportation...

High power switching power supply with modularization faces the challenges of equalizing voltage and current between each module. It is difficult to guarantee the reliable equalizing current by controlled equalizing current method while the large current is changing in the arc process of magnetron sputtering....

Cross-flow fan with its large volume, the export flow distribution uniformity and other advantages, has been widely used in joint harvesting. In this paper, a type of grain combines cross-flow fan be analyzed, using ANSYS Workbech finite element analysis platform, and the flow field of the cross flow...

The main research contents of this paper include the following two parts: In the first part, the form characteristic of data source is analyzed. Through the analysis of the distribution of published papers can be found from 2001, 2002 and 2003 are only 1 articles in HowNet data platform, from the beginning...

This paper discusses the application of generating fuzzy rules with word computing in genetic fuzzy classification system, and proposes a new method to design genetic fuzzy classification system. The new algorithm generates initial fuzzy rules population with expertise of the randomly selecting samples,...

Self-driving car can provide road safety and build interactions between driving simulator and drivers. Except for granting freedom to the hands, the main value of the project for self-driving car is to provide road safety and build interactions between driving simulator and drivers. This paper introduces...

The influence of different grain shape on the grinding characteristics was simulated based on DEFORM in grinding superalloy-incone. The grinding force, heat flux and maximum grinding temperature were studied in different grain shapes. Results indicated that increasing of the edges number of the multi-pyramid,...

Noncontact measurement of electrostatic voltage is required to study the charges in HVDC transmission system. The calibration platform of noncontact electrostatic voltmeter is studied. The electric field near the measurement probe is calculated by FEM. Based on the calculation, the edge effect and applied...

Mobile TV is a fledgling industry which has high profit expectations while with low adoption rates. To advance this line of research, this paper presents a comprehensive review on literatures related to mobile TV adoption, including traditional adoption theories, uses and gratification research, domestication...

In the HDFS cloud storage environment, the existing replica strategy is not able to adopt the optimal replica according to the current system environment dynamically, which affects the performance of the Cloud Storage system. This paper aims at the replica selection strategies in the load balancing problem,...

A noncontact inductive sensor was designed for the eddy current detection, the main structure of the inductive sensor is single-layer micro-planar coil. Two groups of micro-planar coils with different wire width, wire distance and wire thickness are fabricated by using electrochemical and MEMS technology...

A single population genetic algorithm is introduced to optimize the weight value and threshold value of the BP network (SGABP) to overcome the issues of the slowly convergence speed and easy to fall into local optimum of BP neural network. Taking the premature of genetic algorithm (GA) into account,...

Based on meteorological data in the past 53 years (1966-2018), this paper analyzes the climate comfort changes in Qinhuangdao by using the method of climate comfort evaluation and trend analysis. The results show that the climate comfort changes in the northern mountainous area of Qinhuangdao, the central...

The widespread use of digital medical imaging modalities such as MRI, CT, and X-ray has increased the risk of malicious manipulation through deepfake techniques, including artificial atrophy insertion, pixel modification, and GAN-generated forgeries. Such tampering can mislead clinicians, compromise...

Industrial equipment failures lead to costly downtime and maintenance inefficiencies. This research presents a real-time predictive maintenance system leveraging IoT sensors and machine learning (ML) models for automated fault detection and performance optimization. The system integrates IoT-based sensors,...

This paper reports a systematic literature review regarding (i) datasets, (ii) processing algorithms, and (iii) their corresponding performance of cough audio processing based on COVID-19 disease detection. Early detection of respiratory diseases that is fast, practical, non-intrusive, and affordable...

This study investigates the response of educated consumers within a university campus setting to health warning labels (HWLs) on cigarette packaging in Indo-nesia. The research aims to assess consumer perceptions of these labels and quantify changes in cigarette consumption before and after their implementation....

The increasing number of patients with heart disease and deaths from heart-related diseases has prompted various researchers to develop systems capable of diagnosing, monitoring, and ultimately preventing heart attacks. One of them is a heart rate monitor. Heart rate is an important health parameter...

Using the 1961-2008 daily precipitation data from 300 meteorological stations in central and eastern China, seven rainstorm factors were selected to construct a synthesis indicator of rainstorm disaster-causing force by principal component analysis according to the principle that rainstorm disaster-causing...

Video surveillance systems are widely used in security field. The large amounts of video data make it time-consuming for criminal investigation. Traditional researches conducted on visual analysis are extremely challenging, due to the complexity of scenes, such as large variation in viewing angle and...

Maternity insurance is a social security system that the state provides the necessary material assistance, maternity allowance and maternity leave through legislation to women workers who temporarily lose their income sources because of pregnancy or childbirth. The maternity insurance system with the...

In order to improve the production and the management level of modern farm, it is the inevitable way of intelligent farm to realize the scientific decision and management by using the information technology. In this paper, we analyze an intelligent farm of the overall framework, the structure of hardware...

The rise of Web2.0 makes more and more people participate in the network to exchange their views and information. In order to investigate whether gender differences exist in internet behaviors, this paper examined users’ posting behaviors and language usages in network forum. This paper selected cars...

For large volume of existing projection device, active power, portable difficult issues such as the design of the wireless projection system based on WLAN and 3G. This paper achieved wireless transmission of projected information, supporting 3G wireless network connection, the formation of a wireless...

With comprehensive interest rate liberalization in China in 2014, market competitions of banking industry become increasingly fierce. The survival pressure of small and medium commercial banks becomes heavier and heavier. Customers have become strategic resources of small and medium commercial banks....

At present, Chinese colleges have a series of prominent problems in terms of teachers’ professional development, mainly including inexplicit professional development planning, inadequate professional development training and insufficient self-cognition of teachers etc. How to seek an effective way to...

Crack initiation and propagation induced by fatigue damage under the action of complex random stress spectrum is the main form of structural failure. The direction of crack initiation is closely related with the maximum principal stress direction, but the maximum principal stress direction of complex...

This research is intended to address the cases retrieval phase related to a CAPP system for axisymmetric solid parts supported by the Case Based Reasoning (CBR). The traits of similarity between two parts were identified from the characteristics of the stock and the finished part. As a result of this...

The theory of Evidence reasoning is an important method for processing uncertain information, in order to improve the accuracy of evidence fusion and to reduce the amount of operation, and ensure that combining results are still reasonable and effective when it happens to information conflicting, so...

Objective To investigate the value of prenatal ultrasonography screening fetal autosomal trisomy(trisomy 21 trisomy 18 trisomy 13).Methods Amniocentesis and cordocentesis were performed on 6425 pregnant women respectively with indications for prenatal diagnosis to detect karyotype of the fetus during...

The transmitted acoustic signals are severely influenced by boundaries like as sea surface and bottom in the shallow water. Very large reflection signals from boundaries cause inter-symbol interference effect, the performance of the communication are degraded. Usually, to compensate the reflected signals...

An unmanned surface vessel (USV) platform that could realize the ship course-keeping [1] experiment is proposed in this paper. Integrated the high-precision Global Positioning System (GPS) into the USV platform, the high accuracy position and USV dynamics data could be obtained. Then a steering controller...

This article carried out surveys on community residents in Beijing to obtain vegetable buying channels information. The influencing factors of buying decisions are analyzed to find the key factors. Taking this as a basis, some suggestions are proposed on the development mode of vegetable retail terminal...

At present, researchers have carried out many theoretical and empirical studies on the discipline analysis and evaluation based on ESI and Incites. The research on the research institutions and disciplines which don’t belong to top 1% worldwide ranking of ESI is relatively rare. This paper takes Materials...

In the last few years, industries have been facing challenges to fabricate the complex shaped geometries and arrayed structures on difficult to cut materials. Recently, various researchers have successfully applied reverse electro-discharge machining (R-EDM) process for manufacturing of the arrayed structures...

In this paper, the band-notched characteristic inheritance in ultra-wide band (UWB) multiple input multiple output (MIMO) antenna array design is studied. First, the structure parameters and return loss of a monopole antenna are optimized to obtain desired UWB property. Then, the band-notched characteristic...

Path planning in complex environment is the main foundation of flights automation navigation. Therefore, this paper aims to propose an algorithm combined ant colony optimal algorithm with potential field heuristic information. The main implement method of this algorithm is to use the information between...

Case-by-case Problem Solving solves each occurrence, or case, of a problem using available knowledge and resources on the case. It is different from the traditional Algorithmic Problem Solving, which applies the same algorithm to all occurrences of all problem instances. Case-by-case Prob- lem Solving...

The simulation of the various behavior process of the combat units is an important part of combat simulation, and the behavior of combat units needs driving from the mental state process of the combat units. So, based on the study of Agent cognitive model based on the theory in BDI, and in order to overcome...

Temporal information is an essential attribute of the web pages, such as the publish time and the content time in the web pages. However, the major search engine hasn't more view on the temporal information of web pages,and ignored the relationship between the keywords and time phrases.In this paper,...

Delay Tolerant Networks are characterized by intermittent connectivity, long delays and often constrained bandwidth. Delay Tolerant Networks often use multi-copy routing schemes for message transmission. Multi-copy routing schemes, such as Epidemic Routing, usually lead to congestion problems. In this...

A method of parameter estimation of induction motor based on optimization using a chaotic swarm algorithm is presented. The parameter estimation methodology describes a method for estimating the steady-state equivalent circuit parameters from the motor performance characteristic, which is normally available...

Sign language is to help the deaf and normal hearing people natural communication and computer assisted instruction. Through the analysis of language features, and proposed one kind based on the VRML human body modeling and virtual human based on context of gesture smoothing algorithm, thus the sign...

The article describes the digital transformation of geo-visualization of network-centric management in the environment of the intelligent transport geographic information system ITSGIS with subsequent visualization and deployment of geo-objects of the transport infrastructure on an electronic map. The...

Modern libraries are undergoing a remarkable transformation into AI-powered hubs of innovation, effectively linking advanced technologies with community education and learning. By employing intelligent tools such as machine learning and automated analytical technologies, these libraries are transforming...

Electric Vehicle (EV) sales are increasing globally. This has created need for accurate forecasting models for formulating policies and implementing industry decisions. This paper presents a comparative study of machine learning (XGBoost) and deep learning models (LSTM and Transformer) for EV sales forecasting...

Soil quality prediction (SQP) is essential for many fields such as: agriculture, civil engineering and environmental applications. Traditional SQP assessment methods are often time-consuming and resource-intensive. This study explores the application of four machine learning models: RBFN, LightGBM, XGBoost,...

Facing the problem of low participation in traditional classroom, guiding students to actively participate in the classroom and improving their classroom participation have a very positive impact on improving the efficiency and quality of classroom learning. Based on the development direction of digital-enabled...

China has been through five thousand years' development therefore, it has diverse national culture, customs and sports culture. However, the nation's sports culture is being ignored in the course of development. This paper firstly introduces relevant concepts of national traditional sports and then carries...

By analyzing of the sports funding of three consecutive years (2010-2012) in the Huazhong Agricultural University, the present paper aimed to figure out the causes of the development bottleneck of sports cause and to seek solution for it, which was intended to help promote the sustainable development...

Some aspects of eLearning experience can be enhanced in a very natural way by using the basic tools offered by fuzzy logic. As a matter of example, consider the uncontrolled growth of information produced in a collaborative-oriented context, in which each participant (e.g. students, teachers) is able...

Practical teaching system construction is an important content in national vocational colleges construction. The introduction of industry support, cooperation with enterprises to build a training base, is the main way to improve the conditions of vocational practice teaching. In the building of training...

Mobile Ad Hoc networks (MANETs) are a kind of acentric and self-organizing multi-hop wireless network. Topology changes frequently in mobile Ad Hoc networks. Node’s energy, bandwidth and computation capability are limited. In addition, the open links are vulnerable to network attacks. Therefore the problems...

This paper mainly deals with Zhu Xi’s self-education impact on modern education. Through the introduction to Zhu Xi’s self-education processes and methods, the paper then comes to the development of self-education in modern education, and the impact by Zhu’s theory in modern self- education.

An integrated resource platform for visual basic programming language courses (VBPLC) was studied and developed to meet the needs of top quality course construction based on integrated method of Dreamweaver, ASP and fireworks. In this paper, we analysis firstly that the platform should has functions...

Aimed at aerospace hypersonic vehicles (AHV) with the characteristics of high velocity, maneuverability, Radar Cross-section (RCS) weak, the single sensor is difficult to effectively track, therefore proposed multi-sensor collaborative workflow, construct cooperative tracking mission planning framework...

In order to boost the efficiency of urban rail transit operation, it is necessary to study on urban rail transit route congestion, define interval passenger congestion index, and meet the needs of network load balancing. There a series of procedure for propose a solution, including an analysis of passenger...

The paper mainly focus on the new type of reinforcement with polyurethane-fly-ash(PUFA) reinforced concrete interface problem. ABAQUS is used to study the debonding behavior of PUFA-concrete with in-plane shear test method. Plastic damage model is used for concrete materials. Flow Angle, dilatation angle...

In this paper, the contest problem C of 2010 Contemporary Undergraduate Mathematical Contest in Modeling is extended to location optimization problem with multi refineries and multi stations, and the solution procedure is divided into two main phases. In the first stage, the objective function of construction...

The quantity of national fiscal budget expenditure on education in China has expanded over the past decade. The paper aims to investigate whether GDP may be a significant cause of public education spending. Three series covered the period from 1991-2011. The paper utilized an unconventional Granger causality...

The unreasonable layout of rain sensor networks results in various problems, such as the redundancy of observation nodes, large daily maintenance overhead, and the difficulty of solving faults in real time. A sensor network optimization algorithm based on the correlation coefficient method is proposed...

The article discusses the MDD related agent-based modeling method that provides a four-level representation of the model elements throughout the design process. In the proposed method it is suggested to separate the description of the agent-based simulation model (ABSM) structure and behavior into domain...

The prostate gland and the mucous membrane of the prostatic pelvic part of the urogenital canal were studied in a silver-black fox and a blue fox, the representatives of the predatory order belonging to the family of canine. The research method used was morphometry. The correlation analysis of the data...

The study of the energy impact on the environment components and the assessment of the appropriateness of the environmental protection measures are primarily associated with a quantitative assessment of the scale of the impact produced by operation of energy facilities. The information and analytical...

According to the data 2010-2016 published by the State Intellectual Property Office and the patent data of Heilongjiang Intellectual Property Office, this paper analyses the patent output capacity of Heilongjiang universities and its contribution to the whole province's patent output. Based on the three...

Replica selection algorithm for streaming media in Cloud-P2P (C2P2RSA2) is proposed in this paper. In replica selection model based on ant colony, a replica select metrics (replica node network bandwidth, network delay, etc.) is mapped by ant colony pheromone. The replica pheromone probability formula...

Triangle is one of the fundamental concepts in geometry which has to be studied in secondary schools. Students have many difficulties to implement maths’ reasoning and to understand concepts of the triangle. If students’ difficulties have to be addressed and facilitated, then the students understand...

With analysis on ionosphere propagation features, and on the basis of ionospheric data in Sanya, Hainan, the self-correlation coefficient analysis method is applied to the ionospheric parameter prediction, then the method is compared with the artificial neural network prediction method. The prediction...

Rough Set based reduction algorithm is taken as a method for feature selection in abrupt shot boundary detection. First, some information of macro blocks is extracted in P frame of MPEG video sequence. Then the information of the motion-activity, the type of macro blocks and the motion-distribution are...

In this paper we present a new water-marking attacking algorithm based on the periodic transformation of matrix. By analyzing of the principles of adaptive watermarking embedding in DCT domain, we chose some blocks of the stegoimage to embed the watermarking based on the characteristics of human visual...

According to the real dimension of the braking disc, the finite element modeling for three-dimensional transient cyclic symmetry during the long downhill braking is established. The distribution of the transient temperature field of the brake disc during the braking are analyzed. The variation of the...

Breast milk, with nutritional but also functional components, is a real biologi-cal system. According to present knowledge, it is associated not only with improved parameters of growth, but also to a better neuronal-behavioral develop-ment.The importance of breastfeeding and the increasing evidence about...

The proposed paper presents a method of constructing a control system with increased potential of robust stability for systems with uncertain parameters in the two-parameter class of structurally stable maps of catastrophe theory to synthesize highly efficient management system, have the property of...

In today’s fast-evolving workplaces, engaging and retaining talent—particularly among Gen Z professionals—has become one of the most pressing challenges for organizations worldwide. Traditional motivation techniques appear to be losing their impact, urging companies to adopt more interactive, human-centered...

The accumulation of environmental soiling, such as dust and grime, is a primary factor in the performance degradation of solar panels, leading to efficiency losses exceeding 25% and significantly curtailing energy output. Manual cleaning methods, while common, are labor-intensive, pose substantial safety...

Multi-face recognition remains an active area in deep learning domain, excelled by the need for enhanced security and efficiency in various applications. The motivation for proposing this automatic multi-face recognition system originates from the increasing demand for non-intrusive and reliable identification...

CDIO is the newest research result of international engineering education reform in recent years. This article will explore the new system of integration which about CDIO and engineering practice ability for computer professional education. Be aimed at the main problem that the engineering practice training...

Sagnac fiber optic current sensor(S-FOCS) is a kind of precision instrument based on optical polarization and optical interference theory. There are several kinds of error characteristics from optical components in S-FOCS, including polarizer, integrated optical chip, quarter-wave retarder, sensing head...

A Kinect-based rehabilitation training assistant system was devised aims to improve the posture accuracy in limb-recovery rehabilitation for stroke patient with hemiplegia. Kinect features in capturing user’s limb node data, and together with rule of weighted Euclidean distance, this system compares...

With users increase in the personalized demand of streaming media service, to ensure the smooth transmission of streaming media and a reasonable reduc-tion of resources has become a measure of the quality of streaming media services. According to distinguishing the type of services and taking the personalized...

Based on the architectural modeling and technology, this paper use the design principle of high-rise buildings, describes the structure system problen of the high-rise building structure, the structure idea of plane design in high-rise building, and the structure idea of profile design in high-rise building....

This paper modified the classic household utility model by introduce two new variables, which were government agricultural public investment and rural households’ farmland input. It analyzed the relationship of government agricultural public investment and rural households’ investment in recent 15 years....

Currently RFID is a widely used technique in indoor location. Some related technology and algorithms using active tag for indoor location is studied in this paper. Based VIRE algorithm, an improved location algorithm is proposed by the introduction of a correction mechanism called recursive-calibrate...

In the present paper a 2-means clustering-based anomaly detection technique is proposed. The presented method parses the set of training data, consisting of normal and anomaly data, and separates the data into two clusters. Each cluster is represented by its centroid - one of the normal observations,...

Reform of graduate education has been focus of education sector in recent years. A universal problem needed to be faced is that graduates usually have strong theoretical ability but weak application ability of solving practical problems. In order to solve the problems, teaching method is needed to be...

The legal quality is an important part of college students' comprehensive quality, is indispensable to modern rule of law society on college students' quality of internal requirement. At present, the higher vocational college students' legal quality is low, which can't meet the needs of its usage and...

Abstract—The insulating state detection of capacitive equipment has been a long time, but the actual effect is not satisfactory. It mainly because low-precision measurement and cannot overcome the location interference which can cause mutation of measured data. The reliability of the device is low. This...

to discover the associational knowledge between the structure and sustainable design features in sustainable design, a new method, namely, discovering knowledge based on patents, was proposed. It extracts the features of parts in the patent claims, analyzes the objective functions and the sustainable...

Based on the application of ceramic furniture and material in traditional furniture design, analyze the probability of ceramic material application in modern bamboo furniture design and further search the methods of such application.ÿIt can enrich the design content and pattern of manifestation of modern...

The analysis of the perceptual properties of texture plays a fundamental role in tasks like semantic description of images or content-based image retrieval using linguistic queries. In this paper, we propose to model these properties by means of fuzzy sets defined on the domain of some representative...

With the gradual improvement of urban construction, hydrogen sulfide detection in desulfurization plant becomes increasingly intelligent. To solve the problem of the detecting robot automatic charging path planning in desulfurization plant, this paper presents an improved global path planning algorithm...

With regard to the problem of ranking alternatives in green manufacturing process evaluation based on ordinal preference information with uncertain weight vector of attributes, a robust optimization analysis method is proposed. Firstly, the basic concepts and characters of ordinal interval preference...

For interval sample data, a new principal component analysis method based on empirical correlation matrix is proposed. The method is to treat the interval samples as binary variables obeying the normal distribution, and obtain the empirical description statistic[1,2]—experience covariance matrix[3] (empirical...

This paper establishes a host-parasitoid model with Allee effect and Holling III functional response, and discusses the persistent problem of this system. Through computer simulation, the growth rate of is used as the parameter of the bifurcation diagram, and the effect of Allee effect on the dynamic...

The paper presents an ontological analysis of the terminology associated with the concept of vulnerability in the energy sector. The ontology of vulnerabilities is proposed. This ontology reflects the interrelationships between this concept and other cyber security concepts. Classification of vulnerabilities...

In this paper, an improved gravitational search algorithm, revolving gravitational search algorithm (RGSA) is proposed. RGSA optimizes the selection of kbest in GSA by importing revolving operator, lets agents not included in kbest have opportunity to influence other agents’ movement. RGSA could further...

With the development of Internet and information technology, China has entered the information of the digital age. In recent years, China's rapid development from the media, government credibility questioned and challenged by the unprecedented. Management deficiencies by the government itself, the laws...

Understanding psychological teachers’ current work situation is a prerequisite of improving the level of mental health education in primary and secondary school. Using questionnaires developed by Institute of Educational Psychology and School Counseling of Beijing Normal University, the study surveyed...

In this paper, we explored the scheduling problem of dependent real-time tasks that may access multiunit resources on a non-ideal dynamic voltage scaling (DVS) processor. Based on the stack resource policy (SRP) protocol and the earliest deadline first (EDF) algorithm, we propose an approach, called...

Nearly all of us have smartphones at all times, but few of us consider these devices’ capability to monitor us passively for healthrelated reasons. In this review, I will examine in greater detail a technique known as Video Photoplethysmography (VPG) that enables a smartphone camera to estimate heart...