Advances in Intelligent Systems Research

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...

This paper examines the adoption of blockchain technology and the role of blockchain-enabled data empowerment in information sharing between two oligopolistic e-tailers. It analyzes three strategic scenarios: no use, single use, and dual use of blockchain technology for information verification. Findings...

The aim of this study is to search for the best teaching method to improve the college students' ability in their intercultural communication. This paper presents an analysis of the emphasis on countermeasures in college English teaching and examines the mistakes of college students' writing. The result...

Because of its promotion in social development, Information Communication Technology (ICT) is drawing attention globally. As a result, the development of Smart City in our country is coming to the forefront. Correctly understanding the essence of Smart City is crucial for its development. In this paper,...

In this paper the deduction and optimization scheme is proposed for CBR decision making system. The CBR system is improved by using CURE_KNN algorithm. Cases in the library are clustered into some subsets, and the standard case library is constructed in a hierarchical manner. After the similarity between...

Due to arbitrariness of handwritten mathematical formula, it is difficult to do the structural analysis and displaying automatically. In this paper, an improved algorithm of generating ternary tree is proposed to solve the limitation. Firstly, a ternary tree of character sequence in handwritten mathematical...

Service quality is the lifeline of service industry, More and more hotel began to establish perfect service quality evaluation system. Inorder to supervise and control the quality of the service of the hotel.this paper Aiming at the Service Quality of Changsha High-star Hotels Evaluation System.Through...

High Efficiency Video Coding (HEVC) is the latest video compression standard for high resolution video content. It is said that HEVC promises the significant compression performance improvement compared to the H.264/AVC. However, it comes with the tremendous encoding complexity increase. It is necessary...

To explore the intertextual features of Chinese poetry and American poetry in the 1920s, this paper involves Chinese Hu Shih and American Ezra Pound and their poetic experiences and poetry as an example, holding that (1) Both Chinese poetry and American poetry are ensconced in a dialogical relationship...

In recent years, efficiency plays more and more important role in the work, improve enterprises’ information entry efficiency has become a problem in front of the enterprise. Aiming at the process of enterprise downtime equipment information entry, this paper gives a detailed intruduction of the structure...

This thesis analyzes the concept of semiotics. From arbitrariness of the symbol, this thesis classifies it as the signifier and signified. While on the analysis of the symbol’s attribute of sociality, this thesis regards the symbol as an important tool to help people thinking and conduct social communication....

After the financial crisis, many countries have been paying more and more attention to the regulation of financial market risk, and the core of risk regulation is the market risk measurement. Based on the theory of risk management, this paper studies the statistical characteristics of the Growth Enterprise...

The Hatch filter is a code-smoothing technique using integrated carrier phase observations. It is an averaging filter that can smooth pseudorange measurements with continuous carrier phase. It is well known that if the smoothing window is an averaging constant, the filter diverges because of opposite...

One important function of process mining is to manage business process in order to detect the abnormal. A new process mining method is proposed based on process mining technology. The method will form a new process model that is more extensible relative to original process model. Then we use a effective...

The purpose of this research is to inherit and preserve the local culture Dabu Flower-Drum Dancing Array by establishing a useful informational teaching program to be implemented into the local education curriculums Baojhong Elementary School at Baojhong Village Yunlin County was selected as the sample...

This paper completed the virtual prototype design for a boating robot in ADAMS. After adding the joints and motion functions, a dynamic simulation and analysis to the virtual prototype had been carried out. It approved the boating robot could achieve the intended motion as the requirement. The simulation...

Abstract—This paper proposes a zero-watermarking algorithm of SVG vector map based on stroke-width characteristic. The algorithm takes the stroke-width as an important characteristic. By statistics, calculating and simplifing the stroke-width probability in SVG vector map, building a K-d characteristic...

An adaptive time delay compensation algorithm has been developed based on thorough analysis of the integrated information transmission platform and the composition and characteristics of the time delay in V.35 channel, during which forward and reverse V.35 transmission channel has been developed properly....

With the development of Internet, virtual currency raises more and more concern. And Bitcoin is the most popular one among all kinds of virtual currencies. This paper pays attention to the price volatility of Bitcoin and studies the effect of policy information on Bitcoin price volatility through event...

The Stream data exists in the field of industrial production, life activities, business transactions, and other fields. It is closely related to people’s life, production and so on. This paper proposes inter-transaction association rules mining method based on dynamic support threshold. Inter-transaction...

Based on the panel data of SME firms in the manufacturing industry, this paper explores whether the involvement of venture capital can have significant impact on the manufacturing firms' performance in the productivity efficiency. The lagged value of the shareholding of VC firms is proven to be negatively...

Metal streamline is the organization of fibrous distribution of impurities, compound, and segregation along main deformation direction on macro test block, which is of great influence on mechanics of members, use and process performance. Pump body is the key part of diesel engine which adopts longitudinal...

A preference matrix is the result of pairwise comparison and is a powerful method in multi-criteria optimization. When comparing two elements, the decision maker assigns the value from a given scale which is a linearly ordered Abelian group (Alogroup) to any pair of alternatives representing the element...

The paper is mainly on the overall structural design of small movable lifting machine . First of all, it selects the main components, the need to include: H-K201 micro electric hoist, steel wire rope and bearing. Then it comes to the corresponding design calculation, including the requirements for welding,...

In this study, DENON monitor headphones were the investigated target. Through equivalent circuit model, complete and accurate acoustic properties were obtained, with extension of this model to include the influence of front and rear chambers and assembled components, allowing for comprehensive headphone...

The article discusses the issues of modeling the design of axial turbines of aircraft engines. Modeling is carried out using the developed expert decision-making system "AM". The advantage of using this system in the early stages of engine design is shown. This advantage is achieved by selecting the...

In order to greatly reduce the operation frequency of actual equipment, shorten the training cycle, and improve the effect and credibility of equipment maintenance training. This system selected a type of engineering equipment as a research object. On the basis of the systematic analysis of this type...

Impact is universal phenomenon in mechanical system with clearance. In order to accurately describe the effect of impact between journal and bearing in clearance joint, an improved contact force model is presented in this work, which assumes the coefficient of restitution during impact is varied, and...

Optimizing business strategy for maximal profit is challenging due to the variabilities and uncertainties of parametric inputs required for estimating future profits. Incorporating economic uncertainties into profit estimating process through stochastic simulation could be an option for reliable business...

In this paper, the combination of CORDIC algorithm and mathematical method is used to complete the implementation of 128-bit floating-point exponential function and logarithmic function. The implementation of exponential functions and logarithmic functions is involved in speech recognition, image processing,...

This study discusses about a decision support system that help the registration process of land deed title (“Akta/ Sertifikat Tanah” in Indonesian) that is required to obtain legal certainty for land, rights holders and other parties concerened with the land. AHP (Analytical Hierarchy Process) TOPSIS...

Song and Chissom established fuzzy time series forecasting model in 1993. Stevenson and Porter improved the forecasting model of Jilani, Burney, and Ardil in 2009, and researched the forecasting problem of enrollments of the University of Alabama 1971–1992. Although they obtained the best prediction...

Most work on self-motivated agents has focused on ac- quiring utility-optimizing mappings from states to ac- tions. But such mappings do not allow for explicit, rea- soned anticipation and planned achievement of future states and rewards, based on symbolic knowledge about the environment and about the...

To solve the university timetabling problem (UTP) effectively, a immune algorithm-based solution for UTP was proposed. The mathematical model of UTP was expounded, a framework of immune algorithm was given, and simulation experiments were done to validate algorithm. Experimental result shows that proposed...

Recently, a novel (n,k)-NLFSR was proposed by E. Dubrova etc.. In this paper, we develop a novel type of (n,k)-NLFSR, called D-FSR, which can generate all the binary sequences with period p (2n-1

Female teachers in rural primary schools are an important part of rural basic education, and their professional development has a direct impact on the quality of rural basic education. This paper takes 191 female teachers in rural primary schools in Guangxi as the research object and analyzes the current...

Microwave polarization difference index (MPDI) has great potential in soil moisture content and biomass inversion. Passive microwave remote sensing can be used for inversing surface parameters such as surface temperature, vegetation water content. Different terrain types have different polarization effects...

The model for backbone teacher training for science course (BTTSC) at the provincial level has innovated and built in this paper. It depends on the traditional training model being analyzed, the Action Research Theory (ART) as the instruction, and the content of science exploration for primary and secondary...

With the rapid development of China’s economics, the compound talent is an important mode of personnel training in colleges and universities. Training mode in Colleges and universities has certain significance for training talents, and achieved good effect, but there are some problems, is not conducive...

Based on the example of the analysis of social and cultural processes the article shows epistemic opportunities of the frontier theory proposed by F.J. Turner and received further development in foreign and Russian researches. The authors of the article assess current state of the frontier theory and...

Physical education in China’s educational system is as an important discipline, it plays an important role for building sports education system. Meanwhile, with the large-scale and standardization of secondary schools, the optimization of the teaching quality of secondary school physical education becomes...

This paper is concerned with controlling of chaotic behavior in Internet congestion control model with Compound TCP under RED. Compound TCP (CTCP) is currently the default transport layer protocol in the Windows operating system. Firstly, this paper briefly analyzes the nonlinear dynamics of the CTCP...

Modeling credit and default risk has been a surge since Moody’s KMV mode is proposed during the past two decades and non-financial factors incorporating fluctuation of capital market and macroeconomic status are taken into account in the subsequent research. Despite these notable efforts, few studies...

When modeling for colored noise, order number and the coefficient of determination of the model is a difficult problem, real-time computing applicability is very good, although but increased filtering calculation burden. Therefore based on the polynomial approximation theory, this paper proposes a polynomial...

Although hydrogel has some outstanding performance, traditional hydrogel still has some drawbacks in the application of drug delivery field. Herein, we introduced a simple and effective way to improve the performance of tradition hydrogel for drug delivery. ß-cyclodextrin (ß-CD) functionized hydrogel...

The aim of this research is to know the validity and effectiveness of physics learning package based on Guided Inquiry. This research uses development method by Plomp and Nieven research design. Physics learning package that have been developed and then validated by three expert validators from UNESA....

Global e-commerce has made breakthroughs in information technology, making people's business ideas and ideas with new concepts and transformations. At the same time, with the development of the economy, the importance of the retail industry has become greater and greater. The advantage of shackle management...

This paper presents the construction and performance evaluation of a solar dryer. The objective of this work is to study the performance analysis of solar dryer system with and without Tono Therm m-65 PCM. In this heated air from a separate solar collector is passed through a food tray, and the drying...

Underground construction project in metropolis is more dynamic and risky. A key risk factors analysis will give project contractor a more rational basis on which to make decision. This study applies the fuzzy preference relations to deal with the degree of impact and rank for the main risk factors of...

Analogical reasoning plays an important role in the context of higher cognitive abilities of humans. Analogies can be used not only to explain reasoning abilities of humans, but also to explain learning from sparse data, creative problem solving, abstractions of concrete situations, and recognition of...

To maximize the bandwidth of green wave of trunk road is a main issue in the research of signal control in urban traffic. However, the traditional analytical algorithm can not be applied in actual traffic widely. A novel dynamic two-direction green wave coordinate control strategy was proposed to overcome...

This paper presents the details of avionics system design of a quadrotor. It uses the direction cosine matrix approach to identify the coordinates of the quadrotor and then using PID controller it tries to minimize the drifting error. The aim of the paper is to develop a system which uses a small amount...

The article presents the results of the carried out interdisciplinary research that allowed creating algorithmic software to determine the structural composition of investigated cases of electronic communication that could be interpreted as aggressive. Such interpretation is offered to be carried out...

The electrical or mechanical translation of pictures of typed, handwritten, or printed text into machine-encoded text is known as optical character recognition (OCR). Pattern recognition, artificial intelligence, and computer vision are all areas of study in OCR. Early iterations operated on one typeface...

The system learns to object similarities by contrasting loss based on multimodalities with data of similar and dissimilar objects under consideration for a recommendation. This research provides a multimodal recommendation with an advanced framework for personalized lifestyle recommendations that fabricates...

Young university teachers are the fresh troops in the team of university teachers and they grow up during the era of reform and opening up and thus have distinctive stamps and characteristics of the times in morality cultivation, however, certain problems exist. In this thesis, the methods for the teachers’...

In order to clear the primary and secondary impact factors of high-skilled talents’ professional accomplishment (HTPA) and facilitate the quantitative analysis, the paper indicates that the HTPA mainly displays in the dominant employment literacy and recessive enjoyment literacy. By using Grey Correlation...

We propose a novel goal-oriented method to model AUP software development process. Our method is based on Goal-Net modeling theory, which can be used to model complex process with phase goals and hierarchy goals. Our educational practices of Goal Oriented AUP (GOAUP) for Master of Software Engineering...

This paper aims at drawing and analyzing the Articulation Places during production of Mandarin Chinese consonants by means of Electropalatography (EPG). Their tongue characteristics of onset are obtained: the articulation places of plosives are latter than the same manner of place of affricates, and...

Contemporary cloud software stack is large and complex, where security vulnerabilities are routinely discovered. Hence, it is hard or even impossible to place trust on such a fragile platform to process some security-critical data. In this paper, we propose an architectural solution that extends processors...

When the product homogeneity is increasingly serious and consumer spending habits have been changing constantly today, the brand has become the main source of enterprise competitive advantage, and integrated marketing communications based on the brand value will bring more lasting development for the...

It was proposed that the method of nodes selection for analog circuits soft fault diagnosis, which is using sensitivity vector as the fault signature. The problem of fault diagnosis was formulated into the one of finding the solution for the smallest 2-norm of the diagnosis equations. Considering that...

Dormitory cultural construction has been the focus and difficulty of campus cultural construction for colleges. The research group, based on the analysis of the status of dormitory cultural construction of the representative 10 vocational colleges in Sichuan province, investigates the connotation and...

Wiener index proposed by Harold Wiener in 1947 is a very important topological index which is widely applied in chemical research. Gutman et al. extended the Wiener index to variable Wiener index. M. H. Liu et al. obtained the maximum variable Wiener index of trees with given maximum degree . n/2 In...

There have been a number of state-of-art spatial image steganography algorithms which could hide data with a high degree of undetectability against steganalysts by embedding information adaptively into noisy regions. However, there is still a gap from real application when selecting a suitable cover...

Focusing on the disturbance of moving cast shadow, a Bagging moving cast shadow removal method is proposed. Collecting shadow discrimination features from multiple shadow discrimination models, a shadow detector is trained by employing Bagging ensemble based learning framework. The shadow detector can...

Traffic accident on expressway is one of main reasons of traffic congestion on the road section and the road network. In order to accurately estimate expressway capacity under traffic accident and upstream direct traffic diversion, a parking model of traffic accident section is presented with VISSIM...

In this paper, parametric excitation is applied to the excitation of a micro-ring gyroscope. The primary objective of this work is to improve the dynamic gain. It is show that, by adjusting the parametric excitation parameters, the harmonic forcing can be reduced whilst the gain of frequency response...

A new algorithm based on shooting and bouncing rays is introduced in this paper. The proposed method is able to achieve the radar cross section (RCS) and radar image of the target inside the dielectric box. A model of dihedral corner reflectors inside a dielectric box is built in this paper, and the...

The article presents the results of calculation and experimental determination of the fuel consumption of light commercial vehicle on a given country route traffic as well as structure of methodology of fuel consumption estimation.

The article describes the direction of digitalization development in technical services: management and document flow; digital diagnostics of transport and technological machines; digital service book; staff training. The key points of each of the directions of the development are taking into account....

In this paper, we propose an adaptive inter-carrier interference (ICI) mitigation algorithm based on phase rotated conjugate cancellation (PRCC) scheme. For the MIMO-OFDM systems in high-speed train (HST) environment, the ICI is caused by the non-stationary time-varying channels. By updating the optimal...

College students' off-campus internship is an important way to improve professional skills and employability. It is an internal requirement to cultivate students' social responsibility, innovative spirit and practical ability, and improve their quality. There are some problems in college students' off-campus...

The ship radiated noise is used as information sources of passive detection and classification, at the same time, the realistic simulation of ship radiated noise signals is an effective way to deceive the passive acoustic detection equipment. In this paper, we analyze a large amount of near field radiation...

The changes of leaves elevation are mainly influenced by sunlight. This paper makes the ASD (Area exposed to the Sunlight per Day) exposure model of leaves, which is analysis respectively from the tree only a leaf and two leaves, further proving more pieces of the leaves. We get the conclusion that the...

We often use circular arc method when calculating the stability of the slope. But this kind of method ignores how the slope rate of top influences stability of slope. In this thesis, a destruction model of loess slope is set up to study the regular rule of how the slope rate of top influences stability...

Taking China-ASEAN economic zone as study object, based on the connotation and target of regional tourism cooperation, the symbiotic theory in population ecology is introduced to analyse its feasibility in regional tourism cooperation. All the parties participating in the regional tourism cooperation...

Fire accidents present considerable risks on a global scale, leading to considerable losses in life, property, and the environment. Traditional sensing technologies face challenges in effectively detecting fires, particularly in large areas. Deep learning approaches have been explored for fire detection...

A cloud computing platform has higher failure rates because of its highly dynamic nature and running of concurrent applications. However, the outcomes of running concurrent applications won’t be accurate without VM synchronization. The issue of coordination between many virtual machines (VMs) is their...

Given teaching material construction as one of the national missions and responsibilities at the institutional level and the compilation input of teaching materials by teachers is considered critical in guaranteeing high-quality teaching material construction, this paper creatively discusses the influence...

The aim of this study is to promote students' communication competence. It is thought to be the essential task in foreign language teaching. This paper presents communicative strategic competence training focusing on implicit training and most communication strategies. The writer describes the advantage...