Advances in Intelligent Systems Research

In order to further improve the effectiveness and accuracy of intrusion detection and avoid the security risks brought by network attacks, this paper proposes an intrusion detection strategy based on improved fireworks algorithms??"TFWA-SVM. This algorithm first optimizes the fireworks algorithm, constrains...

In this article, we present a proposal for a secure data transmission technology. This technology can be used to build various low-power wireless networks, for example, in smart home systems, industrial wireless sensor networks, communication networks of Smart Grids. The peculiarity of such networks...

The purpose of this study is to find out the result of politeness strategy in offering context on male of sixth semester students, to find out the result of politeness strategy in offering context on female of sixth semester students, to find out significance difference result of politeness strategies...

Case-based reasoning systems usually use prior experiences and examples to solve problems. The successfulness of the systems depends on the completeness of case library. It may generate contradictory solutions or increase adaptation cost if the case library contains irrelevant and disordered cases. This...

the design of EMU IoT-system, which is oriented to the MRO of high-speed trains, was studied with implementations of sensing technologies like RFID, sensors, etc; with regarding to the future requirements of safety, orderly, efficient and high-quality in EMU maintenance service of China. In operation:...

Unmanned aerial vehicle (UAV) builds cognitive map for the enemy important targets and anti-aircraft fire threats in the unknown environment. Then UAV tries to avoid the threats and head to important targets where the enemy locate. This paper studies how the unmanned aerial vehicle (UAV) in complex dynamic...

Food security is defined as the condition of food to satisfy every society which reflected in the availability of sufficient food, a good number and quality, secure, equitable, affordable, and based on the diversity of local resources. According to data from BPS South Sumatera, the percentage of poor...

Social public opinion plays a crucial role in shaping the major choices of college students. This study, using university B as a sample, offers a novel perspective by analyzing the correlation between public opinion and actual student status data on enrollment, major transfers, and dropouts from a student...

In order to promote the rapid integration development of diversified special In order to promote the rapid integration and development of diversified special education management informationization in colleges and universities, a service platform for special education in colleges and universities is...

In this paper, the ocean goals, including ships, coastline, using of sea area, islands, oil spell, sea ice and green tide ,are monitored based on Airborne SAR data. We analyze the principles and advantages of the use of airborne SAR data to monitor these seven targets. The experience has shown that the...

In this paper we advance three clear-cut proposals as a contribution to the discussion on the role of Theory of Computation and Fuzziness as a bridge between Hard and Soft Sciences. We suggest that an important difference between the two great families of science lies in their subject or research having...

This paper Introduced to a practical design method of video acquisition system. It took Zynq-7000 SoC platform's FPGA as the main control chip, OV7670 video sensor as the video source, initialized it by the Serial Camera Control Bus (SCCB) to achieve image acquisition and using edge detection algorithm...

In this paper, we propose a new technology that improves Diffie-Hellman’s safeness and keeps its good property.The technology is called “Hyperbolic Curve Cryptography System” (HCCS) which is designed on hyperbolic curve over finite filed. HCCS has a solid Abel group structure whose order is diverse over...

In light of the survey of basic computer courses’ characteristics and the modern educational philosophy, this paper proposes an improved teaching mode with the combination of CDIO Teaching mode and computational thinking, which emphasizes the equality of interactive teaching subjects, the importance...

Cultural industry is a rising industry that could speed up the change of economic growth ways, also the cultural industry park is the important carrier to nurse the cultural industry. The western of China has advantaged qualifications and good opportunities to develop cultural industry. Combined with...

Life education current situation is not optimistic in the universities sports teaching practice, because most of the teachers and students didn't attaches great importance to the value of life and the naturalness of life, the direct consequence caused out of college physical education and life education,...

Video-based face recognition technology is an emerging research direction and topic in the field of computer vision. Face recognition surveillance system is an important application by using this technology. For most of the current face surveillance systems, the running status is unknown and the information...

The use of email in business communication might be troublesome in the sense that the language of emails is generally theorized as a mixture of spoken and written varieties. This possibility might even increase further among communicators who belong to different ethnic backgrounds as they have different...

The different particle sizes’ nano silica spheres are synthesized by the TEOS hydrolysis method. The XRD patterns testified that the sample is single phase and its strongest peak is significantly broadened. From the photos of TEM we can see that the samples’ surfaces have a good dispersion and uniform...

At present, there are many problems in the teaching and learning methods of Advanced Mathematics in China’s higher education: the teaching methods is single and the course is boring, lacks fun, and students do not take the initiative to learn but are being passively indoctrinated. Aiming at these problems,...

The security shell of coal mine rescue capsule may be hit by the explosive in tunnel. We used the finite element software to established a model of security shell including three layers. The middle layer is made by rubber. Multiple simulation experiments on the buffering effect of rubber has been carried...

"The Belt and Road" and ASEAN International Channel Strategy of Guangxi logistics transportation network layout and logistics infrastructure has put forward higher requirements, the construction of logistics transportation network in Guangxi is not perfect, logistics and transport dispersed, inefficient...

This paper studies a flexible job shop problem with parallel machines considering release time. The objective aims to minimize the maximum flow time. A property which can reduce the dimension of solution space is proposed. A branch-and-bound algorithm is proposed to solve the problem. Through numerical...

Generalized linear models are generally applied in statistical researches. Since a lot of real data reveal nonnormality especially skew-normality, new assumption is proposed that error terms follow skew-normal distribution to increase the adaptability of GLMs, which forms GLMSNs. To estimate the parameters...

With the improvement of social demand for talents'practical ability, college practice and experimental teaching have become an important basis for training applied talents in engineering colleges. The construction and management of the laboratory play an important role in technical guidance and support,...

In the paper, we proposed big data novel filtering method – Local-loop Particle Filter Based on the Artificial Fish Algorithm (LPF-AF) for nonlinear dynamic systems. Particle filtering algorithm has been widely used in solving nonlinear/non Gaussian filtering problems. The proposal distribution is the...

In this paper, we proposed a real-time road boundary detection method in com-plex urban road environment. The detec-tion difficulty lies in road wear, both exis-tence of marked and unmarked boundary and low-resolution vision. The idea of the algorithm is to extract the road surface firstly using improved...

With the rapid development and profound changes in the Chinese economy, the early stage growth patterns which largely depended on low labor costs are facing serious challenges. Small and medium manufacturing enterprises (SMEs) are upgrading management and service to improve productivity efficiency and...

In the paper, a wireless feature extraction system for cloud-dust based intelligent system using embedded wavelet packet method is developed. In order to decrease the massive transmission data form re-ceivers and transmitters of wireless sen-sors network, we reduce the data dimen-sions of sensors using...

China is currently in an omni-directional, the edges and corners of the society transition period, including: social type transformation from traditional society to a modern society social shift production from agricultural society to industrial and information society; economic system shift from a planned...

To solve rehabilitation evaluation problem of rehabilitation training, rehabilitation evaluation method based on fuzzy comprehensive evaluation was presented for 6-DOF wearable lower limb rehabilitation robot. Relative degradation degree was introduced to represent the transformation of the actual state...

This paper explores the use of Markerless Motion Capture technology in man-machine interaction, highlighting its potential to enhance the accuracy of computer-generated outputs. The primary objective of this study is to introduce Markerless Motion Capture and demonstrate its functionality in processing...

Age-related macular degeneration (AMD) is a retinal disease in elderly people which deteriorate the central part of the retina. It is one of the leading causes of vision loss in the ageing persons. Every day, massive retinal images of patients with AMD are generated using the Optical Coherence Tomography...

Due to the level of China’s English education and the large use of the traditional teaching method, there are many difficulties in using classroom interaction. This paper analyzes the factors affecting classroom interaction and gives the teachers some suggestions to achieve classroom interaction in EFL...

Patent strategy has become an important strategic means to elevate independent innovation capability and international competitiveness of high & new technology enterprises cluster. Thus, based on connotation analysis of patent strategy of high & new technology enterprises cluster, the paper designs influencing...

Protection for confidentiality and integrity of information is a very critical requirement for many mobile device users. Currently, malicious software on the Android platform often achieve the purpose of privacy theft and malicious chargeback by sending short messages, making phone calls or network communication...

With the influences of popular culture technological culture, Chinese language education has been distorted by cultural nihilism and utilitarian conceptions, which generated such problems as value uncertainty and lack of systematic approach in teaching Chinese language. Suggestion in this paper is that...

This paper researches the development strategies of Guangxi Liuzhou’s service industry. First, we try to find the insufficient problems with the current situation analysis, and through reason analysis, the reasons defeat the fast development of Liuzhou’s service industry may be the orientation of industry...

The smartphone has become a popular accessory in the pocket of many nursing students nowadays. They are widely accepted new devices much cheaper and more universal than PDAs. The use of smartphone applications would be the good supplement for nursing education. The smartphone provides a quick access...

With the development of computer science and network virtual reality technique, the construction of the network virtual reality mall has come true. Clothes network marketing field puts forward the proposal of constructing the fashion clothes network virtual reality mall. Analyzed and researched establishment...

Puccini is the greatest opera composer in Italy after Verdi, who is the representative of “verism” opera school. In this paper, the drama image and musical image of Musetta is discussed in details through analyzing the aria Stroll in the Street in Puccini’s opera Artist's Life.

The famous Japanese writer Ry nosuke Akutagawa, known as wizard writer, only went abroad for once in his lifetime, and this overseas journey was 4-month journey in China in 1921. After he returned from this journey, Akutagawa carefully recorded China’s image in his eyes, and published Travel Notes about...

As we all know, electroencephalogram (EEG) is an effective tool to analyze many disease, epilepsy, for example. According to the latest research, we have found out that the value of multiscale symbolic transfer entropy (MSTE) on closing eyes and being idle differs but there is a question still, what...

Reservoir description needs to transform its geological model to a simulation model by means of dividing grids. Grid upscaling can reduce the number of geologic model’s grids, at the same time it can match the real geosphere. For further to see the impact characteristics of grid upscaling on the results...

The design of an intelligent tracking car, can form thin wire along the runway running. The detection of metal adopts four channel new digital inductance sensor, each channel is connected with a self made inductance coil. In order to effectively detect the wire runway, the diameter of the self-made coil...

Margin trading in March 31, 2010 officially launched in China, and in 2011 October began to turn to the conventional business. Financing business is the development of a new business better, for the whole development of the securities market with huge opportunities for investors and companies to bring...

Inverted pendulum system is a kind of widely used physical model. In this paper, we present a nonlinear control scheme of single inverted pendulum system based on extended state observer. First, we establish the dynamic equations of inverted pendulum under a generic horizontal force and then linearize...

In this paper, an efficient auxiliary differential equation (ADE) method is proposed to implement stretched-coordinate perfectly matched layer (SC-PML) in finite-difference time-domain (FDTD). The derivation of discrete difference operators for the ADE-PML equation for FDTD is also presented. The numerical...

As an important part in vehicle powertrain mounting system, hydraulic engine mounts (HEM) affect the noise, vibration and harshness (NVH) in vehicle greatly. The modeling and parameter identification of the lumped parameters in model has great significance in the design and study of HEM. A lumped model...

Strong earthquakes are the most violent natural hazards, which have caused huge losses of lives and property to human beings in the last decade. Mining time patterns of seismic events, especially extreme ones, within a specific time window and region, is of great importance to policy making and disaster...

The paper presents a two-phase FEM-based topology optimization for piezoelectric energy harvesting devices. The goal of this research is to improve energy conversion efficiency of the piezoelectric cantilevered plates as an energy harvesting device based on the piezoelectric effect when applied to external...

Nowadays the e-commerce paradigm has prevailed all over the world, definitely changing the way of running businesses and shaping the new business environment. The web-based business solutions have produced a novel type of a consumer, the online consumer, and a specific way of doing business at Internet,...

An approach of sleep stage classification based on Time-Frequency analysis and Random Forest (TFRF) on a single channel is presented in the paper. Before classifying sleep stages, representative features are extracted by feature extraction method, such as FFT in the frequency domain of EEG signal and...

Different kinds of knitted fabric vest are chosen as underwear samples made of a novel pearl - cellulose blend fiber and other functional fibers including Modal, milk fiber, Richcel, Dupont C, Tencel, cotton, viscose etc. Then subjective experiment with four stages is taken by strictly controlling the...

Solving systems of equations (even linear ones) in standard fuzzy arithmetic may be a problem. We suggest an alternative approach which transfers the task to a linear space where the solution may be standard. Fuzzy intervals form a proper subset (in fact, a cone) in this linear space.

In this study, the methods for combining statistical energy analysis (SEA) and the finite element method (FEM) for the vibration analysis of structures are studied. Using the two methods simultaneously isn’t entirely extend a primarily low frequency method, the finite element method, and high frequency...

In ocean military actions, there are many environmental factors to influent the military decision. In this paper, the fuzzy C-means(FCM) clustering is used to evaluate the influents of ocean environment, including sea winds, sea wave, sea current and the sea surface temperature gradient in military game....

Traffic is the major problem which every country faces because of the increase in number of vehicles throughout the world, particularly in large urban areas. Therefore the need arises for simulating and optimizing traffic control algorithms to better accommodate this increasing demand. Fuzzy optimization...

Based on the needs of supporting business in meteorological disaster risk management, this article firstly analyze the characteristics of big data and the connotation of meteorological big data, and clarifies the concept of the big data for meteorological disaster defense, which are composed of five...

Securities market forecasting has long been of interest to analysts and mathematicians due to the obvious opportunity to monetize the research if it proves to be successful. The work of these researchers has led to the creation of various trading algorithms; however, their effectiveness has not yet been...

Breast cancer is one of the most common causes of cancer death, and precise early risk evaluation is the key to improving patient prognosis. Here, we present a new genetic automated intelligence with deep learning (GAID) model integrating data from common female BRCA variants and iPROM measures, as well...

In the contemporary economic landscape characterized by variability, complexity, and ambiguity, SMEs face the dual challenges of high mortality rates and low growth rates. Consequently, enhancing the resilience of SMEs has become an urgent priority. The rapid development of digital inclusive finance...

This article explores the construction and practice of an electric grid planning course training system. By analyzing the current development needs and challenges in the field of electric grid planning, an innovative training system framework has been proposed. The framework covers clarifying training...

The fundamental manufacture technology (FMT) is one of the most critical professional courses for the mechanical undergraduate students, and the modular fixture experimental course is an important part of this course. This paper presents the reform for this experimental course by making best of comprehensive...

As a result of the development of the technology in 21st century, information technology is used in music education. This research carried out to assess the usage of information technology by the students who have education in the department of music teaching. The data obtained from the survey method...

The present paper deals with the free vibration analysis of single-walled carbon nanotube in an elastic medium based on nonlocal Euler-Bernoulli beam theory. The differential quadrature method (DQM) is applied to finding free frequencies of nano-beam systems having to the ends translational and rotational...

The paper introduces the design of elevator monitor system, and the system can monitor the running status of the elevator and ensure the safety of the elevator. The system is based on Freescale corporation MCF51AC128 Coldfire microcontroller. We adopted Free Real Time Operating System (FreeRTOS) as software...

starting from the sports theory course---football theory teaching, this paper studies the application of multi-media, which will pose challenges for the traditional single football teaching and training mode, and become the inevitable trend of future teaching as well as the training reform and development....

Under the condition of VB, the study shows it is easy to realize 3D visual reservoir modeling system with the OpenGL library and grid modeling theory, which has the function of scaling, rotating, moving, multilayer interval displaying. Meanwhile, the research proposed specific ideas and case studies...

As an emerging biometric identifica-tion technology, gait recognition is getting more and more attention from re-searchers. By researching the gait charac-teristics mainly when the target is walking, it realizes the recognition of target identity. As the unique feature in long-distance recognition of...

To study LaTeX, the special format of tutorial tasks is supposed. Execution of such tasks makes for the better understanding and memorization of numerous rules of text composition.

Culture tourism is a kind of new research trend and the way of travel in the academic and practical operation, etc. This paper study the conception of Culture tourism and its reasons causing. Furthermore takes Linyi as an example and analyzes its category. The paper takes the relevant measures to promote...

In this paper, a prediction model integrating machine learning and statistical analysis tools is presented to predict the trend of stock market. The proposed approach consists of three stages, as follows. In the first stage, the system uses technical analysis to calculate useful indicators based on historical...

This paper is a selective review of recent studies on learning strategy training from the perspectives of theoretic significance of strategy training research, applications of strategy training in different language skills, and evaluations of learning strategy training. Pedagogical implications of these...

T Synchronization is the one of the most important issues in digital audio watermarking algorithms. This paper describes the audio watermarking algorithms against synchronization attacks, introduces the advantages and disadvantages of each algorithm in detail. The article finally discusses the existing...

Gender information, as a crucial part of human demographics, is valuable for its abundant connotations and potential applications. Though much effort has been made on the problem of gender inference, most existing methods are highly dependent on data from specific sources, like Twitter, and are difficult...

With the rapid development of information technology, lots of enterprises are being faced with resource share and information exchange under global heterogeneous environment. However, the MOM and XML technology can provide a better solution for the realization of information exchange and resource share...

Aggregation theory often deals with measures of central tendency of quantitative data. As sometimes a different kind of information fusion is needed, an axiomatization of spread measures was introduced recently. In this contribution we explore the properties of WDpWAM and WDpOWA operators, which are...

It is of vital importance to evaluate scientifically and accurately the ability of military logistics distribution center for promoting distribution efficiency and satisfying war requirements. Faced with the problem of low accuracy in evaluating the ability of current military logistics distribution...

The subject of this article is the current state and prospects for the development of digital technologies in agricultural marketing including e-channels for the promotion of agricultural products. Main digital forms of promotion were described and classified, among them: electronic exchange trading...

According to the status quo of a reservoir dam, relevant hydraulic calculations and structural calculations are carried out on the dam body and its ancillary buildings, which reveal that the dam body was not up to standard for flood control, the left abutment of the dam body was leaking, sliding resistance...

Understanding of numbers refers to number sense. Number sense is basic for learning numbers. The aims of this study are to describe 7th students’ number sense who have reflective and impulsive cognitive styles fraction. The subjects were students of the 7th grade. All students’ were given Matching Familiar...

As one of the most important technical decision model, Group Decision Supporting System (GDSS) has been paid more and more attention for its effects on constructing the group decision innovation capability and sustainable strategic competitiveness in the problem-solving tools. The study aims to explore...

The Optic packet transport is the ideal technology, that realizes seamless connection of the optical transport network and electric layer IP network. The paper studies two kinds of current mainstream technology, include the optical transport network and the packet transport network, and discusses the...

Micro-milling is emerging as a promising fabrication process to serve the increasing needs in making miniature parts with complex three-dimensional 3D features. The prediction model of cutting force is important in a correct choice of cutting parameters, reasonable design of micro tools and accurate...

Two-dimensional bin packing is encountered in various applications where small rectangular items are packed into a minimum number of large rectangular objects (bins). Aiming at an optimal area utilization, the paper presents an effective constructive heuristic approach to two-dimensional bin packing....

The emotion classification of text is an important research direction of text mining. Application on emotion text classification, latent semantic analysis algorithm has advantage of small occupied space, applicable to a large scale of text classifications. Compared with the traditional vector space model,...

Students support service as the characteristics and advantages plays a large role increasingly in distance and open education, while the educators from the distance and open education are practicing their work deeply. As a new mode of education, the Open University has to further make the connotation...

This study presents a comparative analysis of three popular clustering algorithms, DBSCAN and KMeans, Agglomerative Clustering applied to geospatial data. We focus on their performance based on the silhouette score, examining their ability to identify meaningful clusters in noisy data. Our results show...

Irrigation is an activity of flowing, regulating, and controlling water on a farmer's land based on a certain quantity and period. However, the management of irrigation performance has not been optimal, causing various impacts, especially the imbalance in IPAIR payments. So this study focuses on...

Flood natural disasters to the human society has caused heavy casualties and property losses, etc., based on the statistical analysis of Sichuan Bazhong flood formation mechanism of natural disasters, on the basis of using risk management theory and methods of building mathematical model for the evaluation...

Based on the data of foreign trade and economic development of central China in 2001-2010, this paper explores the correlation between them. A linear regression analysis model to empirically explore the correlation between them is built. The result shows that there is a positive high linear correlation...

Electronic Book or e-Book has been adopted in the education system throughout the worlddue to its positive effect to the learning environment. This paper is a part of a continuous research effort in the Malaysian e-Book project with the aim of investigating the effect of e-Book on students’ learning...

Array is widely used in software development, but in static analysis, array cannot be perfectly processed. There exists a series of problems, such as incompletely representation of the associations of different memory units. In this paper, a memory model Symbolic Region Model (SRM) is proposed. It can...

Emerging sequences (ESs) represent some strong distinguishing knowledge and are very useful for building powerful classifiers. The shared emerging sequences (SESs) are some emerging sequences shared by two or more datasets, which show great values in dataset similarity measure. As for the application...

It is always one of the social spot lights that students whose family have financial difficulties in affording tuition fee of advanced education. University counselors and educational workers need to think carefully about how to raise the efficiency of financial aid program, so that the improvement from...

In order to improve the yield of erinacine from H. erinaceus, with pretreatment of enzymatic and acid hydrolysis, then combined with the method of industrial alcohol reflux extraction, significantly the extraction yield of erinacine was improved from 2.4% to 3.2%. In order to optimize extraction process...

With the rapid development of industry design, the convenience and beautiful degree of the table got the attention of people, due to the folding table is easy to use and easy to transport, it has become an indispensable furniture in hotels, exhibitions and other places. Flat folding table design concept...

The role of Ca2+ release from endoplasmic reticulum (ER) in influencing intracellular Ca2+ oscillation is elucidated. Various types of oscillations in a two-pool model are discussed, based on fast-slow dynamic analysis. Three types of burster are obtained by varying the parameter affecting Ca2+ release...

In this paper we improve the computer algorithm of Zhou and Winkler for computing relative Groebner bases which used in Computer aided design and Robotics, etc. We introduce the concept of difference differential degree compatibility on generalized term orders. Then we prove that in the process of the...