Advances in Intelligent Systems Research

The paper proposes an approach to predict the temperature in the rooms of a public building. The model of the building is described by the average temperatures in its rooms, the characteristics of external walls and heating elements. Weather conditions are determined by the temperature, speed and direction...

As Low Earth Orbit satellites play a vital role in the 6G space network, the risk caused by space debris has become increasingly significant. This paper presents a comprehensive risk prediction model for LEO satellites to enhance the safety and reliability of satellite communication systems. We introduce...

Classification of water body helps to understand relationships between different properties inside a certain class and quantify variations between different classes.The paper concentrates on studying classification of water in Yangtze estuary based on in site investigations of spectral reflectance propertiesand...

In the light of the problems in reliability modeling and analyzing for CBS (Component-Based Software), occurring time-invariant, less attention to debugging process, absence of considering differences in the components, a CBS SRGM (Software Reliability Growth Model) is presented. In terms of characters...

Based on the thermal breakdown behavior of grounded-gated n-channel metal-oxide-semiconductor (GGNMOS) under Electrostatic Discharge(ESD) conditions, the electrothermal models are built and optimized by modeling thermal breakdown temperature, heat source and temperature-dependent parameters, which are...

With the development of the society and economy, more and more talents capable of mastering English are badly needed in the world. Therefore, traditional English teaching mode is greatly challenged. With the continuous development of modern technology, multimedia is applied to teaching more and more...

Objective To investigate difference of mathematics anxiety in gender and grade of junior middle school students. Methods Totally 380 students from 3 junior middle school of Shandong province attended the investigation. The Mathematics Anxiety Scale for Middle School Student used in the investigation...

The purpose of this study is to provide an efficient transition program for parents and teachers of students with autism spectrum disorders who are in the transition process from elementary to middle school and to suggest the necessity of parent-teacher partnership. To achieve this, data analysis according...

The main content of this paper is the prediction algorithm of the time that the campus bus needs to arrive at the position of the passenger. The prediction algorithm uses a method of piecewise prediction. According to the historical average velocity data of each section of route, the residence time of...

This paper addresses the problem of image classification, which has successful applications in many fields, such as image retrieve, object detection and recognition. As a simple nonparametric methods, Naive-Bayes Nearest-Neighbor(NBNN) employs NN distances in the space of the local image descriptors...

According to the theory of collaborative research, pointed out that the overall function of the container transport system is not a single function, but by rearranging the elements of the system, achieve the reasonable allocation of resources. Through the co evolution equation, in-depth analysis of container...

Algebraic multigrid is often used as the preconditioner in Krylov subspace iterations to solve general sparse linear systems, and the aggregation based version is one of the most popular, for its cheap complexity to setup. In this paper, when this version used as the preconditioner, two schemes are provided...

At present, most existing key exchange protocols for three-party (3pake) are easily attacked by server key disclosure, dictionary attack and so on. This paper analyses the weakness of the previous work , and presents a key exchange for three-party based on the private key .This method can resist common...

By the end of 2012, There are 49 Agricultural A-share listed companies in Shanghai and Shenzhen Stock Exchange. In this paper, From a listed company's profitability, solvency, development capacity and operational abilities, select the affected performance indicators of listed companies, in order to build...

Based on software SIM of ATMOS from UK, the online simulation system of western products oil pipeline has been developed which embodies seven modules and provides a platform for the operation of long distance pipeline transportation. It could modulate the running state of any point along the pipeline...

Digital technologies occupy an ever-increasing place in the development of both the economy as a whole and its individual industries, including agriculture. According to the director of the Department of Development and Management, the state information resources of the agro-industrial complex of the...

In order to facilitate learning, increase reliability, we take advantage of the video playback system in the subjects second and third of driving exam. Vehicle trajectory can be replayed with small amount of data transferred or stored up. The system is composed of four parts: the Beidou navigation system,...

Lean manufacturing is a common methodology widely used by manufacturers around the world. The keys in order to apply lean manufacturing are efficiency and continuous improvement. Efficiency can be achieved towards the utilization of technology between shopfloor and supporting business layers occurs...

The aim of this research was to find out the effect of Think-Pair-Share learning with contextual approach on students’ mathematics problem solving ability. The static group comparison design was used as the research design. This research used test method with the research instrument of problem solving...

In recent years, college students face a tough situation when they join the work force after graduation. They find that employers no long pay particular emphasis to students’ professional abilities; instead, employers begin to stress more on students’ comprehensive ability, in other words, the students’...

Nowadays long-term energy system optimization models are frequently used in studies analysing the transition towards a sustainable energy system with an increased share of intermittent renewable energy sources. Highly variable and stochastic nature of renewable energy sources poses some challenges to...

Blacklist is a form of social regulation tool of governing market failures. In recent years, the system has attracted the executive attention, and it applied to increase or even a generalization of trends. However, as one commonly known as the blacklist, the theoretical definition in connotation and...

Architecture of cislunar communication networks, which focused on the requirements of lunar full-coverage and continuous cislunar communications, is presented based on Geosynchronous Orbit (GEO) satellite networks relaying. In order to analyze the dynamic connectivity problems, a dynamic network model...

This article introduces the system of DZN2 automatic soil moisture observation and it’s application in china. The system is mainly made up of automatic collecting device, wireless data transmission system and intelligent data analysis software, and it realizes the automatic collecting for soil moisture,...

Real-time fault detections are needed in systems which require high reliability. Some methods like online BIST can detect fault on runtime, but it cannot real-time detect the fault. In this article, three online self-checking methods for built-in fault detection will be presented. These detection methods...

Automatic image captioning in Indian languages like Hindi presents unique challenges due to the complex grammar and lack of large-scale datasets compared to English. This research introduces a new way of generating Hindi image captions using a pre-trained DenseNet121 as an encoder and a transformer as...

In this study, we delve into the versatile application of the Neighborhood M-Polynomial (NM) in predicting a wide array of material characteristics. Our research investigates the capability of the neighborhood M-polynomial to discern neighborhood degree sum-based topological indices when analyzing synthetic...

Intrusion detection systems (IDS) play an important role in protecting the networks from increasingly complex cyber-attacks, albeit their effectiveness is often compromised due to the high dimensionality of data and lack of optimization for gainfully trained models. To address these issues, we suggest...

The early application of big data in the sports sector primarily focused on analyzing athlete performance and enhancing competitive abilities. With the advent of advanced “big data technologies,” powered by ICT innovations such as the Internet of Things (IoT) and artificial intelligence (AI), it has...

The index weight of the reasonable is the basis of objective and quantitative assessment of the risk. Taking a sample of the Northeast Passage Vilkitsky Strait, using the combination of subjectively and objectively, realize the complementary advantages of two ways, to establish the northeast passage...

In this paper, we have discussed and analyzed the impact on the university library service image using questionnaire data of the college students in Zhejiang Area based on the Structural Equation Model (SEM). The determinants include the service time, the service consciousness, the service space and...

Specialty construction is an important foundation of talent training in colleges and universities and is also an important content of university construction; besides, its construction level determines the quality and standard of talent training and reflects schooling capability and schooling level....

This paper aims at analyzing the contact between tongue and hard palate during production of Mandarin Chinese consonants by means of Electropalatograph (EPG). Their tongue characteristics of onset are obtained: plosives have tongue-palate contact mainly in anterior, and completely block involve more...

In this paper a new model for malware detection on end hosts based on providing antivirus as an in-cloud network service. This model enables identi cation of malicious and unwanted software by multiple, heterogeneous detection engines in parallel, a technique we term ‘N-version protection’. This approach...

The aim of this article is to discuss about the life of Al-Maqrizi (d.1442) and Abd Al-Basit (d.1514) and their accounts on the economy of Egypt. In order to elaborate these matters, a sketch of their biographies will be given, and this is then followed by a discussion of the economic data conveyed by...

Object modeling is a multifaceted and active area of research in image analysis, manufacturing, and computational geometry. In image analysis, the focus of this paper, objects may be described in terms of their shape and appearance. Geometric features that are invariant to scale, rotation and translation...

This paper reviews the paths through which school heads’ transformational leadership influence students’ outcomes in public secondary schools in Kuwait. The standard of academic achievement in Kuwait’s public schools has been declining over the years, which merits consideration of private sector’s business...

For a mission critical operation involving TCP communication, lag free and accu-rate data transmission is critical. Past re-search conducted by this author has solved the problem for wireless TCP communication between an Android de-vice and a Windows PC. To expand upon the findings of that research,...

Many diabetic patients eventually develop foot ulcers are at risk for further infection and subsequent amputation if they are not treated promptly. Hence, this study is focused on identifying wild type strain bacteria and standard ATCC bacte-ria using e-nose which are PEN3 and Cyranose320. Data collected...

Firstly the controller using virtual reference feedback control design, at the same time considering the expectation of a given model match the closed-loop transfer function and sensitivity function, which need to be in the two objective function increases the expression in a model of the sensitivity...

The structural characteristics of our country's corn harvester are narrow-track, high centroid and existence of eccentric distance, so rollover accident is easily to occur when going up and down the hills mountainous and hilly regions for complex terrain. In the previous paper, we introduced the Hydro-Pneumatic...

In the photovoltaic power generation system, the grid-connected inverter is an important link to realize system connection with the electricity grid, but the existence of various interferences of the external environment and the system itself brings a series of problems. In this paper, the circuit of...

According to the changes of the traditional speed ratio control of CVT speed ratio frequently, resulting in low efficiency, serious wear of CVT, researched a method of speed ratio control based on external characteristic of engine, to ensure the change speed ratio of CVT economy and power performance....

We represent a new approach to testing of spacecraft onboard equipment’s functional control using simulation model’s knowledge base for test procedures’ generation. It allows to analyze characteristics of the objects under study using software models with further creation of real equipment’s testing...

Flight safety is important for the development of general aviation; this paper first analyzed the main accident types of general aviation, obtained various factors that cause general aviation flight accidents, regression analysis method was used to analyze factors data, prevention strategies of general...

IGA(IsoGeometric Analysis) is developed to integrate the CAD and FEA process. If the union operator is applied in the CAD process, the overlapped parts should be trimmed to carry out the analysis. Therefore, to keep the integration precision on the trimmed patches, some time-consuming algorithms should...

Random aggregate model of recycled concrete is set up based on the understanding of recycled concrete mesostructure. First of all, the number of particles of all kinds of aggregate size was obtained on the 2 d and 3 d level by fuller grading theory and navarre gradation formula, then, Using carlo method...

Taking the scenic area of Nanchang Wanshou Tower as the example, this study applies rain flood management into the landscape design of the targeted lake wetland park and carries out a comprehensive analysis about the combination condition of rainwater collection management and different types of landscape...

This paper shows that a constraint on universal Turing machines is necessary for Legg's and Hutter's formal measure of intelligence to be unbiased. It also explores the relation of the No Free Lunch Theorem to formal measures of intelligence.

To authenticate a remote user over an insecure channel, which widely deployed in e-commerce, e-government, information security, business management and many more, we propose a scheme without using smartcards. Due to the elliptic curve discrete logarithm problem, the proposed scheme is safe and efficient....

A new type of optimization method based on conjugate directions is proposed in this paper. It can be proved that this type of method has quadratic termination property without exact line search. The new method requires only the storage of 4 vectors such that it is suitable for large scale problems. Numerical...

Knowledge as a Service (KAAS), which merges the whole architecture of knowledge into service process, is proposed and defined in the paper. Based on the BNF definition of KAAS, the new knowledge service mechanism is provided to aggregate the knowledge resources together for satisfying various users’...

Many concerns from the world of work that the competence of graduates, especially in the field of informatics, is inadequate and not crucial to the needs of the workforce, because the performance of the learning outcomes of the curriculum is not synchronous between the world of education and the world...

“Kcraft (craft) Mathematics” is a developed aspect of the personal skills in, geometry, numeracy, trigonometry, and algebra within the creative domain of 3D geometric art. Kcraft Mathematics is the introduction of its own algebraic notation system for mathematical projection, formalizing geometric transformations...

Deepfake technology represents a growing threat within digital media, not only because of the risks of misinforming the public but also of privacy violations and security breaches. This research works on the binary classification of facial features to increase deepfake detection. Taking advantage of...

Gunungkidul is one of the cocoa-producing areas in DI Yogyakarta, Indonesia. In addition to being marketed in the form of cocoa beans, farmer groups in the Gunungkidul area also process cocoa beans into cocoa powder. From the selected cocoa beans, the fermentation, drying, roasting, and pressing process...

In the rapidly evolving landscape of front-end development, frameworks like React have become indispensable tools that enable developers to build complex, responsive web applications. However, during the process of development with React, developers need to address the steep learning curve associated...

Diabetic Retinopathy (DR) is a leading cause of vision impairment and blindness among diabetic patients worldwide. Early detection and timely intervention are crucial to preventing severe visual loss. Convolutional Neural Networks (CNNs) have emerged as a powerful tool for image analysis and have shown...

It aims to explore the effect of FinTech development on industrial structure upgrading. With the help of Färe-Primont index method, the fintech development index of 30 provinces in China is measured from 2013 to 2022, and the fintech development index is introduced into the panel threshold regression...

The measures and proposals of teaching reform in the MCU course based on PROTEUS platform are introduced in this paper. The reform of theoretical teaching and practical teaching is presented. At present, many colleges teach theoretical knowledge and practical experiment separately in the MCU course....

This paper intends to construct a competency framework for college English teachers in universities of China on the review of literature on this topic home and abroad. The author mentions the necessity of setting up an ICT competency standard and proposes an ICT competency framework; on the basis of...

In many applications, spatial data is often prone to uncertainty and imprecision. To model this, fuzzy regions have been developed. Our initial model was a fuzzy set over a two dimensional domain, allowing for fuzzy regions and fuzzy points to be modelled. The model had some limitations: all points where...

The improvement of marginal propensity is the key to boost domestic consumption and to expand domestic consumption. From the empirical studies on residents’ marginal propensity in Shanghai suburbs, an fluctuating descending tendency from 2010 to 2011 can be found. Thus the marginal propensity to consume...

Based on related dividend theories, this paper uses the empirical data of Chinese securities market, constructs the sub-portfolios which consist of three samples including stock dividend, cash dividend and non-dividend and studies the return of these three types of sub-portfolios by co-integration model...

This thesis combines the extraction of geometric characteristics and the neural network, which supplies a method that can define the operating conditions relatively accurately through the diagram feature parameter of the rod pumping system pump and avoids setting up and solving complex nonlinear dynamic...

By using multiple-group SEM, this paper discusses the relationship between market orientation and performance. Comparison analysis of this relationship was carried on among manufacturing and service industries. The results show that market orientation and its three dimensions have significant positive...

In practical power supply system, voltage always exists between neutral wire and earth wire. Excessive neutral-earth voltage in machine room will not only influence the communication and cause the increase of error rate of data transmission, but also damage network equipment. Some equipment (such as...

The purpose of this study is to find the optimum power contribution ratio defined as the ratio of traction force applied onto rack rail by front pinion gear and rear pinion gear of monorail used in this study.At first, relation between loading weight and applied stress was investigated when loading weight...

Using the data of audit fee in four consecutive years in Chinese A stock market, the paper conducted an empirical test on the correspondence between the premium and discount of the fee in the audit industry and the difference in reputation in granting discount. The results were analyzed by multiple regression...

High speed railway (HSR) in China will have a rapid growth in the following years. This paper first analyzes the different technological and economic characteristics of HSR, railway, air traffic and highway traffic and finds their unique comparative travelling distances. And then, three representative...

This paper presents an appropriate call admission control (CAC) scheme which admits Instant Message (IM) traffic with conventional traffic for the next-generation OFD MA wireless network. In the proposed scheme, we consider three types of traffic having different quality-of-service (QoS) requirement,...

With the increasing of the application of super absorbent polymer (SAP) used on turfgrass, the characteristics of turfgrass development were significant influenced by SAP. This paper studies effects of SAP on cold resistance characteristics of turfgrass. The main results are as follow. Low temperature...

With the rapidly development of computer and network technology, information technology has been widely used in many energy systems, such as power system. Power system is a very important sector and energy industry in China, but it presents more and more weakness in its information systems along with...

With the rapid development of information technology, computer technology has been used widely in teaching. Combining the computer aided teaching with traditional teaching can improve the quality of teaching effectively. In order to improve student learning results fast, this paper takes the natural...

In this paper, we consider a telecommunication service company with time-varying demand and capacity. The firm applies a uniform lead-time policy, i.e. a lead time which corresponds to the maximum time span a customer has to wait before receiving the required service is uniformly quoted to all customers....

This article is to make an arrangement of the inheritance of the dance form “Fanshanjiaozi” and give a detailed introduction of its development. The intent to save, protect, inherit and spread the unique folk dance is meaningful. It is not only canenrich the local people's cultural life, but also can...

Most of the Distributed Generators (DG) in micro-grid are interfaced with convertors. Under the islanding mode, the frequency and voltage of micro-grid are supported by convertors. These convertors are called Voltage Source Convertors (VSC). The convertors, only supplying power for micro-grid, are called...

To the turbulence induced by local voltage oscillations during repolarizing phase of the cardiac action potential, the effects of current pacing and electrical field were investigated to reveal their feasibilities in elimination of the turbulence. A local pathological 2-dimensional tissue including 401...

Common forms of cloud storage can be divided into distributed file systems and distributed database. Among them, the distributed file system uses large-scale distributed storage nodes to meet the demand of large files stored. The paper describes big data acquisition and processing key technology based...

A new methodology for DFSS suitable for the design of a complicated multidisciplinary system such as a gas turbine engine is proposed. There are four phases in this methodology: define, analysis, MDO and verify. More detailed information of each of the four phases was introduced. The design of a diagonal...

Files missing in file system often results in serious consequences. To solve this problem on Microsoft Windows, the file recovery solutions in FAT32 was proposed. File system structure in FAT32 was introduced. The specific processes of DBR recovery in FAT32 were illustrated. On the basis of file storage...

The purpose of this study is aimed to construct a comprehensive theoretical framework for explaining the characteristics of different Smart Tourism Projects' Designing and Developing, and finding the best practice model in this booming area. Based on the three stages of R&D project pipeline of dynamic-programming...

Normally, Fuzzy decision can show the faintness of the decision resultant, but can't show the faintness of the decision maker. This paper will introduce the concept of the non-normal fuzzy number and fuzzy distance, and then improve on the multiple attribute decision method. This not only can present...

Pedestrian detection is a hot and difficulty topic in computer vision. This paper presents a zenithal pedestrian detection algorithm designed with the circular feature of pedestrian head in case of top view. It is a reliable pedestrian detection strategy for intelligent illumination control system. The...

In this paper, firstly the workshop warehousing system was briefly discussed, storage model which demand is random variable was used to inventory modeling and analysis for an automobile general equipment department workshop warehousing system, algorithm had been designed to solve it, the best inventory...

Under the background of current enterprise financing difficulties, the development of supply chain finance has become one of the important options for enterprise financing. Based on principal component analysis and logistic regression model analysis, this paper chooses evaluation indexes from profitability...

Naïve Bayes classifiers is widely used for text classification because of its simplicity and effectiveness. In this paper, an improved Naïve Bayes classifiers was proposed, using multinomial model to modify its rough parameter estimation and parallel competing with MapReduce to categories to text documents....

Filed school (FS), in which it is the latest agricultural extension model, have succeeded to develop farmers’ awareness and ability to make a proper decision in adoption of innovation as a problem solving. Hypothetically, it would be a suitable way to develop entrepreneurship for farmer and small business...

Multi-sensor fusion is an effective way to realize low-cost and high-precision positioning on train. And Kalman filter algorithm is easy to be applied in the computer, so it is one of the important research directions of information fusion. This paper studies on the odometer in multi-sensor fusion system...

In this paper, we apply the CART ,C5.0 , GP decision tree classifiers and compares with logic model and ANN model for Taiwan listed electronic companies bankruptcy prediction. Results reveal that the GP decision tree can outperform all the classifiers either in overall percentage of correct or k-fold...

In several economic fields, such as those related to health, education or poverty, the individuals' characteristics are measured by bounded variables. Accordingly, these characteristics may be indistinctly represented by achievements or shortfalls. A difficulty arises when inequality needs to be assessed....

A phenomenon of heat energy storage and release in phase change materials (PCM) which used in building retaining structure has been investigated. In the reality process of phase change, liquid phase has two ways of heat exchange: pure heat conduction and natural convection. To analyze the reality melting...

The influence of moment load on the fatigue life of thrust ball bearing is no considered in existing international standard. In order to solve the problem an increment of axial load is put forward, which is equivalent to the moment load in the meaning of bearing life. Based on this a new equivalent load...

Ramanujan sums, which have been widely researched in mathematics, recently began to attract more attentions in signal processing and communications. The traditional methods to get the values of Ramanujan sums follow the definition and formulas in number theory, both of which need factorization information....

Financial buzzword “Fiscal Cliff”, a novel jargon to laymen, was selected by CollinsDictionary.com as one of 12 words of 2012 along with the catchy song Gangnam Style. It ranks number 1 among Top 10 Buzzwords in Time’s Top 10 Everything of 2012 List. Economically, it is of utmost significance for USA...

Auto repair is a process which solves the problem iteratively and constantly. It is required to establish the knowledge base model and the inference base model. Meanwhile, it develops the knowledge-based auto repair diagnostic system through the integration of the auto repair experience and the repair...

In order to promote the coordinated development of big data industry and financial agglomeration, according to the characteristics of big data industry and financial agglomeration in Guizhou at this stage, the paper first understands the relevant literature of big data industry and financial agglomeration....

The Internet of Things (IoT) is expected to have a significant impact during the pandemic. Individuals are using IoT for educational purposes (as students and trainers), office work, banking, and medical jobs during the pandemic, according to the (COVID-19) survey. Individuals who have used IoT services...

Clinical Decision Support Systems (CDSS), which use Artificial Intelligence (AI), have revolutionized healthcare delivery on an unparalleled scale, pace, and furor with better diagnostics, personalized treatment suggestions, and facilitated clinical procedures. Nevertheless, the recent discoveries also...

Monkeypox detection and prevention depend on proper and timely diagnosis of the disease. Manual clinical examination is risky for healthcare staff, time-consuming, and costly. Hence, computer-aided diagnosis of monkeypox is highly valuable. In this work, multiple deep learning algorithms are employed...