Advances in Intelligent Systems Research

Physical education is one of the important modules of comprehensively cultivating the comprehensive talents of quality education. Aiming at the research for girls' sports teaching has increased year by year, and it indirectly reflects that the status of the girls' sports teaching in physical education...

Aiming at the condition that each point in point clouds has different positional accuracy, a new method for fitting plane to point clouds is proposed. The method is based on weighted total least squares (WTLS). According to the effect of intensity of each point on positional accuracy and the structure...

In this paper we develop spline based F-transforms by considering fuzzy partitions given by polynomial splines. We investigate approximation properties of such F-transforms and prove that using generalized fuzzy m-partition, which consists of basic functions of bandwidth m, allows us to approximate not...

The tissue samples of cisplatin-resistant and sensitive patients with human osteosarcoma were obtained through chemosensitivity testing before. Five typical differentially expressed proteins of cisplatin-resistant and sensitive osteosarcoma tissue samples were analyzed by two-dimensional electrophoresis...

To evaluate the effect of the differentiated deposit reserve policy, based on the Difference in Differences model, this paper empirically analyzes the difference of changes in current ratio between large and small banks due to the raise of the deposit reserve ratio. The main conclusions drawn are as...

Aiming to the problems that the current vehicle bus test technology just realizes the test of DLL and the test equipment is not universal this paper brings forward a universal test method to the vehicle bus based on Data Frame Collecting technology and Software Decoding technology designs the physical...

In this paper, a variety of curve estimation method is used to predict the time series characteristics of Maize Yield in more than 20 years, and it is found that each prediction method has its applicable conditions and applicable scope. Comparison of the parameters of the estimated parameters of the...

In an open electricity market, electricity purchasers will trade in two different ways of marketing. Contract and power auction market, a typical decision-making issue is how to determine purchasing proportion of two markets to reduce purchase expenses and avoid risks. Based on chance constrained programming,...

The image research on loess microstructure which has profound influence on loess engineering mechanics properties is a new subject of geotechnical, the loess microstructure information and its section of the occurrence can be reflected via CT or electron microscope technology. The loess microstructure...

Pointing at the low efficiency problem of I/O operations of small files using HDFS application architecture, this article proposes a new method, that is, add disk buffer on DataNode to reduce addressing time of reading small files, and thus reduce reading time, and reduce the stress bringed by frequent...

At present, to accelerate the Chinese establishment of enterprise internal control, it is necessary to continuously improve Chinese enterprise internal control standard system and emphasize on the establishment of enterprise internal control implementation mechanism.

Classroom learning is the main channel to learn. Discussing class learning pattern of students provides reliable theoretical basis for class teaching, which also has practical significance to promote the teaching effect and learning efficiency. Consequently, this paper, which aims at the teachers’ speak...

Competition among domestic automotive market has become increasingly fierce because of the globalization of Chinese automotive market as well as participation and investment of overseas automotive giants. As professional logistics enterprise, the third-party logistics possesses professional logistics...

With the development of economy and technology, product replacement circle becomes rapid with a shorter life cycle, and manufacturing enterprises produce a glittering array of products, which will soon come to an end. Under the influence of environmental consciousness and legally binding force, the reverse...

Using WSNs (Wireless Sensor Networks) and Internet to realize the unification addressing, collection of big data era need huge amounts of information and establish a wider range of universality to reduce differences design complexity is the IoT (Internet of Things) development of new ideas in recent...

In this paper, a novel feature based on the saturation phenomenon of fluctuation analysis is proposed for target detection in sea clutter. Because the saturation phenomenon causes the difficulties of the discrimination between sea clutter and targets by the Hurst exponent, the fluctuation curve slope,...

This paper proposes a CNN-LSTM model based on Bert and attention mechanism, since current models cannot deal well with long-term dependencies in natural language. Firstly, the Bert-encoded text vector is fed into the CNN-LSTM model, and secondly, the output of the CNN-LSTM model is fed into the Attention-Based...

In view of the grassland fire occurred in 3 banner of East Ujimqin banner in China and adjacent Mongolia as research area, the spatiotemporal characteristics was analyzed by GIS space analysis method and using the 2000-2014 MCD45A burned products,MOD13Q1 products data and meteorological data.The results...

Based on the characteristics of circular economy, the improved data envelop-ment analysis model is proposed with non-expected inputs (waste utilization) and non-expected outputs (waste emis-sions). Then, the circular economic ef-ficiency of China's construction industry from 2006 to 2010 is analyzed....

Behavioral Event-interview was adopted to interview 30 college middle-level managers, half of which are the college institution middle-level managers and the others are the academy college middle-level managers. All interviews were transcribed into text content and encoded according to Dictionary of...

objective: The algorithm present has the restrict of interval, thus the writer propose another algorithm to make the system consummate. D187: Anatomazing the models which put forward by the pioneers and , the writer deducd another equation which can meet the shortage properly. Processing the signal by...

According to the actual situation of being badly in need of plenty of professional talents and the transition of local universities’ application for the development of tourism in China, from the view of entrepreneurship education, the thesis illustrates the necessity and feasibility of strengthening...

From the perspective of Eco-translatology, this paper analyzes the translational eco-environment of TCM textbook for international students, putting forward its complexity and specialty. With the application of “Translation as Adaptation and Selection” theory, this paper further proposes that in translation...

As the king of Musical Instruments, the piano has always been a hot course in universities. As a science of technical application that artistic and creative comprehensive, it is also a compulsory course for preschool education majors. With the improvement of living standard, the piano holding rate has...

The user selection and resource allocation problem for the downlink of Orthogonal Frequency Division Multiple Access (OFDMA) wireless systems is investigated. It is assumed that the Base Station (BS) consists of multiple antennas in a distributed Antenna System (DAS), while a single antenna is available...

Carried out fire load survey of exhibition building in Beijing, and obtained a lot of data. On preliminary theoretical studies results the data has been analyzed, and then determined the fire load density standard value 876.21MJ/m2, average of 382.97 MJ/m2. The data is not refused to obey the extreme...

Distributed optical fiber sensor can acquire the information of physical field along time and spatial continuous distribution. It plays an important role in long-distance oil and electricity transmission and security. In this paper, the author introduced the universal steps in triggering pattern recognition,...

In order to change the practical and innovation ability inadequacy of postgraduates with professional degree under traditional cultivating mode, this paper attempts to improve the postgraduates' practical and innovation ability through establishing the university-enterprise cooperated cultivating base...

Vocational education, as the talent base for an enterprise to develop, is endowed with the mission of cultivating skill-type talents. Therefore, the quality of vocational education development would determine the quality of skill-type talent cultivation and the quality of talents would affect an enterprise’s...

This paper uses China's data to do an empirical study to verify the improved Kalecki model which is presented by Xiaojing Zhang. It can be found that he investment return balance will decrease by 0.384189 percent when FDI increases by one percent; and it will increase by 0.314157 percent when IR increases...

In the lightning monitoring systems, positioning calculation is directly related to the results of the detection accuracy. In this paper, the concept of the particle swarm optimization (PSO) algorithm for lightning location estimation was brought in. The PSO overcome the disadvantages of iterative method,...

In order to improve the efficiency of image motion correlation analysis, this paper proposes a new algorithm EM expect algorithm in the continuity image motion analysis process. This method uses the discrete gray value of the motion image as a node, and uses the virtual network to optimize the design...

We present DC* (Double Clustering with A*) as an information granulation method specifically suited for deriving interpretable knowledge from data. DC* is based on two main clustering stages: the first is devoted to compressing multi-dimensional data into few prototypes that grab the main relationships...

Group delay distortion between channels is one of the most important factors which affect the BER (bit error rate) performance of DBF (digital beam forming) System. The basic principles of DBF and the concept of group delay are first introduced, and a linear group delay filter is designed based on the...

The work of the gear transmission is very complex, and its failure in the form and features tend to show non-linear mapping. Fault signal is often submerged in conventional vibration signal and noise, it is not easy using traditional signal processing methods to extract fault features which in a difficult...

Aiming at the problems of weak competitive ability and low level service of small and medium sized third party logistics enterprises in our country, from the perspective of dynamic alliance, this article studies alliance formation and partner selectionof third party logistics enterprises. Taking qualitative...

With the increasing diversity of university courses and the improvement and promotion of freedom elective system, college English courses are also gradually incorporated into the range of elective courses. And it is found that students have obvious preferences in the choice of those courses; these preference...

Terrestrial laser Scanning (TLS) intensity data are influenced by many factors. In this paper, the influence of target surface properties on TLS intensity data is considered. Experiments were carried out with standard reflector, some different color plates and selected building facades of various kind...

harmonious education reflects that the fusion of eastern and western education concept, which is a necessity for high education social attributes and natural quality to couple. Chinese and foreign history of Education all along penetrates " whole person education thought, With China's implementation...

owing to the development of civil engineering in China and cooperation with the oversea construction companies, the demand for the knowledge of civil engineering English (CEE) and translators in this field has been increasing in recent years. This paper aims to analyze the language features of CEE from...

Recently the Master-Slave camera that composed by fish-eye panoramic camera and PTZ dome camera has been used in many areas. The fish-eye panoramic camera provides 180 degrees field of view (FOV) to monitor the overall situation but the objects are not able to be watched clearly. The PTZ camera can fixate...

Project-based learning is a system of teaching and learning methodology which consists of an array of activities that are based on the specific project setting up under the guidance of the teacher, in case that the students participate actively in the settlement of the project, so as to complete a series...

It is a big challenge to realize the dynamic change of the network environment and user’s demands. A dynamic application customization and extensible service composition model is proposed in this paper. In order to guarantee the rationality of the service composition, the composition model of on-demand...

"Improved 3+1" training model is a new model to the four-year application-oriented undergraduate course of colleges and companies, based on analyze the connotation of "improved 3 +1" training mode, the system of the new training mode electrical Engineering and Automation professional courses; experiments,...

In order to solve the problem of LMS algorithm, a new variable step-size LMS algorithm is studied. The algorithm is based on the sigmoid function which builds the non-linear functional relationship between step and error. By introducing the error feedback strategy to adjust the parameters adaptively,...

Cloud computing laboratory is necessary in computer and communication courses teaching. Currently, in many universities and colleges cloud computing laboratory has single function. There are basically two functions: one is the use of using many kinds of software on generic cloud desktop and the other...

In multicriteria decision making, the study of attribute contributions is crucial to attain correct decisions. Fuzzy measures allow a complete description of the joint behavior of attribute subsets. However, the determination of fuzzy measures is often hard. A common way to identify fuzzy measures is...

Fuzzy theory and multi-objective optimization technology were applied to design fuel injector pump plunger spring based on consideration on its force condition. The mathematical model for the multi-objective optimization design was built under the objective of the maximal fatigue safety coefficient,...

This paper introduces an application of boundary element method for predicting the aerodynamics coefficient of aircraft with arbitrary shape cross sections. Aerodynamics coefficient of noncircular body is evaluated based on this method. Comparing with the method adopted by McDonnell Douglas Astronautics...

Many scholars examined CE measured with CESCALE among different countries and their antecedents and consequences, but the prior researches neglected the people living in countryside which restricted applicability of their research findings. This paper focuses on researching the correlation between consumer...

With the coming of the massive higher education, the colleges which are suitable to the district development are growing in number gradually. To explore positively the development background of local application-oriented colleges enriched the perceiving to the classification towards the higher education....

With the fast development of social economy as well as e-business and information technology, demands for logistics system are becoming higher and higher, which results in constant revolution of logistics mode and constant transformation from traditional logistics to modern logistics. In order to solve...

This paper explores that in English major curriculum, the teachings of the courses for English majors should reform the classroom teaching mode through a variety of ways to establish an appropriate multimodal teaching mode. Teachers should employ the proper teaching modal according to the qualities of...

The Comprehensive Experimental Platform for Custom Power Equipment is designed based on voltage source power quality disturbance device, current source power quality disturbance device and phase shifter. Actual operating performance of Solid State Transfer Switch, Dynamic Voltage Restorer and Flywheel...

In the context of outstanding engineer plan, a new type of education teaching reform idea based on virtual reality technology was proposed. This paper focuses on the discussion of virtual reality technology, especially the application in terms of numerical control technology curriculum reform as well...

The new generation video coding algorithm HEVC reduces the bitrate by half compared to the previous standard H.264 with the same video quality, but this also brings the increasing of encoding time. In this paper, we mainly improve the intra frame prediction to solve this question: Combined with the decision...

E-business intelligence and reliability are the crucial step for companies’ huge volume data processing. This paper presents a transaction middleware and web server working together supported by business intelligence mechanism, which can get a reliable scaleable plug-in based system. The efficiency of...

To solve the problem that standard Particle Swarm Optimization can get into local optimum prematurely, an improved Particle Swarm Optimization algorithm is proposed. The improved algorithm can be used to optimize every parameters of Auto carrier landing system. It improves the population diversity and...

In this paper, we propose a 3D tree simulation method which is based on fractal theory and combined with the morphological characteristics of trees. By modifying a few simple parameters we can achieve the realization of different types of 3D tree automated generation. According to the tree structure...

With the development of industrialization and urbanization, it has become more and more important to learn how to build ecological cities. This article tries to reveal Mumford’s thought on sustainable urban ecology in his books on cities in the 1920s to the 1960s and his early contribution to the ecological...

Ectopic pregnancy is a life-threatening condition that requires urgent and accurate diagnosis or management to avoid dire consequences. The success of any predictor or diagnosis model relies on the quality and consistency of input data. This research describes the preprocessing step of a multimodal deep...

In this study, using the technology of statistical and geographic information system as the main research methods study characteristics of temporal and spatial distribution of Sandstorm in Inner Mongolia, by analyzing from the characteristics of a wide range of dust weather and through on a longer time...

In the process of learning a second/foreign language, vocabulary can influence learners’ proficiency. Students’ language performances rely heavily on their word ability. The research aims to examine 132 non-English majors in Jingchu University of Technology about their incidental vocabulary learning....

Partial discharge (PD) signals is one of the key means to judge the transformer fault, how to effectively remove interference of PD in the field is the key in PD monitoring. Based on the Hilbert transform, this paper proposes a new algorithm of signal decomposition of Variational Mode Decomposition (VMD)...

Recently, model-free reinforcement learning algorithms such as TRPO for solving locomotion control tasks has achieved great success. But for difficult locomotion problem with high dimensional visual observation, these algorithms are not sample efficient. This paper proposes an OU process sampling strategy...

In this paper we present a high order method to solve the Stokes equations with random coefficients numerically. A stochastic Galerkin approach, based on the truncated Karhunen- Loeve decomposition technique for the stochastic inputs, is used to reduce the original stochastic Stokes equations into a...

In view of the disfigurement that the former research mostly focus on the evaluation of the investment value before investment, not only this paper uses for reference to the former evaluation system, but also successfully integrates it into a unity that the evaluation before investment and after investment....

Precise identification of medicinal plants is relevant to pharmacological studies and proper use of species, but most currently used image-based methods are tested on small-scale data and do not provide much information on the extrapolation of models. The paper examines how deep learning can be used...

The talent training modes of the higher vocational accounting major must break the traditional course teaching system which sets the accounting theories as priority and practice training as secondary. This paper carry innovative research on theoretic and practical talent training modes in accounting...

With advances in information technologies, floating car data (FCD) (e.g. trajectories of taxis) becomes an important data source for collecting traffic information in urban road networks. Due to the low sampling frequency of FCD, it is a challenge to obtain accurate and reliable travel time estimation...

Several interpretations can be given to the third truth value in three-valued logics. Here, we consider the case when it refers to the epistemic notion of contradictory, or both true and false at the same time. We study several paraconsistent three-valued logics that carry this concern and show that...

As the rapid development of financial institutions and constant deepening of financial system reform in China, financial institutions are facing a growing number of risks. Whether China’s national economy grows healthy and sustainable is determined by the development of financial institutions’ accounting...

since the enrollment expansion of colleges and universities, the university recruitment of students scale expands rapidly, and triggered a large number of teachers in colleges and universities. Some teachers directly involved in front-line teaching after graduation, due to the long divorced from social,...

The rural public infrastructure construction is one of the important contents in New Socialist Countryside Construction Through investigating and analyzing the current situation and problems of rural public infrastructure construction in Yanting 9 towns, the article held that further developing the rural...

26 teachers in university were selected based on their performance criteria and interviewed by using Behavioral Event-interview method, half of which were high-performance group and the others were ordinary-performance group. All interviews were transcribed into text content and encoded according to...

This paper put forward a bayesian network junction tree reasoning and rule reasoning hybrid algorithm to solve the adaptation problem in Public Data Center of heterogeneous system, based on the research in intelligent data processing method. Using adapter’s dynamic data monitoring function, first, pick...

The construction of specialty cluster is essential for the specialty setting, characteristics as well as long term development of Vocational College. With the change of economic growth mode and industrial upgrading, by analyzing the core development power of Vocational College, using the SWOT analysis...

Golf return with a new attitude after centennial drift and in dire need of manpower, material resources and policy support to improve the level of competitive and popularity. So many problems exist in practitioners such as high attrition rates, inexperienced managers,the low quality of employees that...

Soybean dreg was extracted with acetone in Soxhlet Extractor. The extracts were analyzed with GC/MS. In total, 53 kinds of organic compounds were detected in extracts, which can be divided into seven classes according to the difference of molecular structure and functional group: alkanes (As), unsaturated...

In order to test the attention distribution training on the effect of Sanshou athletes training, this paper presents a new signal acquisition and processing technology in the process of action reaction speed and attack accuracy analysis, the technology uses electrical tomography technology (ET) to carry...

with the advent of the Internet age, the development of digital information technology puts forward higher requirements to the innovative revolution of the library information work. The industry of information work plays an increasingly important role in the domestic information market. Library information...

By reverse logistics, we can not only recycle waste materials but also control environmental pollution caused by waste materials effectively, so it has high market value, especially for electronic products, which updates quickly with short price cycle and fierce competition. Besides, pollution by electronic...

In the paper, we detailed introduce the features of Tibetan language and related technologies that we use to deal with Tibetan language with computers. A specified architecture thinking method is proposed by analyzing the development of the Tibetan news sites and taking the development of vertical search...

ESL digital narratives are defined as 2-10 minutes digital telling stories which combine images or videos with narrations, sound effects or music. This article will focus on the production and application of digital narratives for ESL classroom. With digital narrative teaching model, ESL students are...

We show that any capacity or fuzzy measure ranging on a qualitative scale can be viewed both as the lower bound of a set of possibility measures, and the upper bound of a set of necessity measures. An algorithm is provided to compute the minimal set of possibility measures dominating a given capacity....

This study is concerned about how to optimize the production sequences to minimize the makespan in hybrid flow shops with limited intermediate buffers. An improved memetic algorithm (IMA) is proposed for solving the NP-hard problem. In this algorithm, the method of generating the initial population,...

As the landing gear structure is complicated, it is difficult to draw accurate stress and strain distribution through the theoretical calculation. This paper carries on modeling and force analysis to the buffer mechanism of aircraft landing gear, transforms the stress problem dynamic system into static...

We present a systematic analysis of the forward tunnelling current in GaN-based blue light-emitting diodes by using the current-voltage (I-V) measurements from 100 K to 300 K. The semi-log forward I-V curves in the above temperature range exhibit typical features of defect-assisted tunnelling mechanism,...

In many practical data mining applications, unlabeled training examples are readily available but labeled ones are fairly expensive to obtain. Therefore, as one type of the paradigms for addressing the problem of combining labeled and unlabeled data to boost the performance, active learning has attracted...

This paper proposes a new TDMA proto-col—CL protocol to solve the problem of real-time data in 802.11 protocol cluster. It has a brand new frame structure and adopts the basis of carrier sense and backoff algorithm, which can solve the congestion problem. As can be verified by the final simulation modeling,...

This study develops a unified machine learning framework to analyze the primary drivers of global CO2 emissions and provide targeted policy guidance for 195 countries. We integrate a comprehensive suite of socioeconomic and environmental data from 1900 to 2023, employing a Random Forest model that achieves...

As a new knowledge representation and application technology, knowledge graph is widely used in the field of education. Aiming at the demand of personalized teaching in colleges and universities, this paper proposes a personalized teaching model based on knowledge graph technology. The model can construct...

For the disadvantages of traditional mode of the electrical and electronic engineering experiment, the teachers use the scientific tools to improve the quality of the training. Each learner of the electrical and electronic training need analyze and solve the problems with the specialty ability. So the...

The teaching system with “one mainline, two platforms, three levels and four modes” is the connotation of three-dimensional graduation project teaching system with engineering characteristics. Its three-dimensional characteristic is manifested by collecting diversified topics and organically integrating...

Interactive teaching is the important indication of the reform of the contemporary education democratization in teaching methods, and it emphasizes the active participation of students in the process of teaching and respecting the principal position of students. It strives to achieve the interaction...

"2011 collaborative innovation center" aims to promote innovation ability of talent, discipline and scientific research, but now the collaborative innovation centers focus on scientific research and the development of the subject, ignoring personnel training,particularly despised training of the group...

Identifying the lightning and short-circuit fault of transmission lines correctly is important for the transient protection. To address the problem, this paper adopts a multi-resolution analysis of wavelet packet and finds that energy distribution of additional components of the transient currents differs...

A fuzzy set can be seen as a measure of the meaning of a predicate in a given universe. Generally, a predicate covers some elements of the universe and not others. In this paper the problem of determining the properties a fuzzy set should check to cover elements not covered by a predicate represented...

With the large-scale development of China's economy and transportation in recent years, more and more long-span bridges are built and put into use. The scale of bridges becomes more and more big. The tower large span cable-stayed bridges are commonly seen. As one of the lifeline engineering, the seismic...

The main point of view in the academia is that “yòu” is generally lightly read when expressing refutation and negative tone adverbs with a focus. This paper uses experimental phonetics to test 10 subjects “wǒ yòu méi huā nǐ de qián, guǎn nà me duō!”, “nǐ zěn me yòu lái le ?” The pitch frequency percentage...