Advances in Intelligent Systems Research

The paper analyzes the essence of intrusion detection systems, identifies the relevance of detecting unknown attacks with a low number of False Positives, and identifies the significant parameters of the NSL-KDD dataset network connections. The authors have developed a distributed system for detecting...

The article deals with the problem of using digital technologies in the modern economy, and the impact of these technologies on the content and nature of the culture of the economy. Identified specific ways to improve the digital economy in the context of a culture of the economy and overcome the contradiction...

In order to study the influence of the density distribution of the liner on the jet velocity gradient and the penetration performance, two numerical models of the typical density distribution of the powder liner were established. One is the uneven distribution of the axial density of the powder liner,...

Aiming at the problem of location and tracking of hypersonic vehicles in adjacent space, the tracking and tracking performance of low-track binary satellites based on targets is explored. The trajectory model of hypersonic vehicles is established. Based on STK and Matlab simulation software, two stars...

Since the opening of the “MOOC” era in 2012, MOOC has triggered a “digital tsunami” in education. The construction of the MOOC platform in China has also developed rapidly. While developing rapidly, it is impossible to support students to complete the individualized learning of the whole subject according...

Finite element method (FEM) is an effective method to study high-speed cutting mechanism. To set up the FEM models of high-speed cutting auto panel dies, large deformation theory and virtual work principle were applied to study high-speed machining process. The finite element governing equation adapted...

Artificial general intelligence (AGI) has no consensus definition but everyone believes that they will recognize it when it appears. Unfortunately, in reality, there is great debate over specific examples that range the gamut from exact human brain simulations to infinitely capable systems. Indeed, it...

When designing twin vane spin core water atomizing nozzle, it should have an appropriate ratio between the cavity aperture and the exit diameter of nozzle, we call it design-number. It not only affects the spray spread angle, also affects the flow passage size of the nozzle internal at the spin core....

With the acceleration of building Shanghai as an international financial center, a large number of small and medium-sized enterprises and foreign firms are stepping up to seize the market. Business and tourism floating population keep increasing. Data of the 6th Population Census showed that Shanghai’s...

Time-varying linear quadratic Gaussian (LQG) control for vibration of coupled vehicle-bridge system is studied. The vehicle is modeled as a moving mass model with three degrees of freedom, which consists of vehicle body, bogie and wheel. Active suspensions are adopted for the primary and secondary ones,...

How to discover, identify, and stop a broadcast storm is an important problem that has to be considered in the design of networks and in the implementation of network security policies. This paper first studies the factors that cause a broadcast storm and the dynamic change rules of interfaces’ traffics...

Distributed Denial-of-Service (DDoS) attacks have remained a serious and increasing threat in networked environments. The threat posed by DDoS attacks is further compounded by the evolving nature of network infrastructures. The current paper proposes a model for the detection of DDoS attacks using a...

The automatic detection of breast cancer is crucial for early diagnosis, monitoring disease progression, and verifying treatment effectiveness. Recently, deep learning has demonstrated increasing effectiveness due to the availability of diverse image databases and the emergence of new, more efficient...

This paper provides an in-depth discussion of the background, motivation, key paths, landing programs, and practical effects of digital transformation in small and medium-sized manufacturing enterprises (SMMEs). The challenges enterprises face, such as increased market competition and diversified customer...

Database coding technology is the effective way to guarantee the safety of the database information. This essay does some research about the key technology to basic approach and keys of the database coding technology and probe the way to achieving the data coding. Besides, it discusses how to design...

Through combining the advantages of art of movie and television, movie and television art education and educational technology, movie and television courseware has boarded the educational arena with overwhelming superiority. Thanks to its audio-visual integrated , comprehensive space-time and the combination...

The scaling of MOSFET causes various process variations and defects which result in increasing performance loss of nanoscale integrated circuits. Major sources of process variations and defects in nanometer CMOS technology are studied. Then, their impact on MOSFET characteristics and on VCO circuit performances...

In the 1990’s internet banking starting up and costumers could made banking operations online and introductions of this first new services. Security is an eternal concern for organizations. Electronic banking brings their security problems, because of its remote accessing to their information to people....

Laboratory experience is an essential factor for engineering and science education. Virtual laboratories are widely used by universities and research institutions in various kinds of academic sectors. However, general virtual laboratories always have some weakness for computer graphics which its experiment...

By literature and case study this paper explores how CALL helps students to construct the autonomous study effectively through in-class and after-class task “team project and presentation”. It concludes the positive effects on students as follows: achieving a student-centered mode in teaching; strengthening...

To improve customer Satisfaction, Henan branch of China State Grid build power supply service Satisfaction evaluation system to analysis service quality based on data from 95598 telephone hotline and questionnaire survey considering the psychological need of customers. Only by this could standardize...

In order to correct the shortcomings of the former brain storage model, an improved brain storage model was proposed, it consisted of a memory bank and a series of sub-storages. These sub-storages were concluding sub-storage, effective search sub-storage, storing sub-storage, recalls sub-storage and...

In recent years, with the seriously ecological pollution, environmental problem has become one of the concerns about the topic. Hebei province is a region of high energy consumption, high pollution, in order to guarantee the quality of people's living environment, the ecological environment in Hebei...

According to the amount of tool wear prediction problems, online prediction of tool wear model is established based on the theory of support vector regression (SVR) regression. The acoustic emission signals and current signals are, respectively EEMD decomposedand wavelet packet decomposed to get the...

The tracking and extraction the hand pose is the previous work of gesture analysis.I n this paper, a mixed Gauss model based level set contour extraction algorithm is presented. The algorithm combined with the mean shift algorithm to achieve the extraction of hand contour dynamically in a video sequence....

The output data of the modern complex product manufacturing process shows the high correlation, leading to the output of the process deviates from the design target or increasing of false alarms when traditional Control Charts monitors the process. A kind of self-related process of residual control chart,...

As an additive manufacturing technology, based on a computerized 3D design model, 3D printing is mainly composed of high-precision mechanical systems, numerical control systems, injection systems, and computer technology. The software is layered discretely and numerically controlled to create a physical...

BP neural network is a common kind of neural network for recognition and classification, but it is obvious that some difficulties are find during the training process. In this paper, we introduced the basic principle of BP algorithm and propose a parameter adjustment procedure for activation function...

Surface is very critical from quality point of view which affecting the life and the performance of products. Surface properties can be improved by number of methods, but electroplating is preferred because of its enhanced results at lower cost. In this work nickel chrome is selected for experimentation...

Cable-driven mode has the advantages of low inertia, low noise, high accuracy and some other unique advantages in some occasions. Therefore, the application of cable-driving technology in robots is more and more extensive. Many researchers have also carried out in-depth researches and discussions on...

This paper presents the pruning algorithms to the support vector machine for sample classification and function regression. When constructing support vector machine network we occasionally obtain redundant support vectors which do not significantly affect the final classification and function approximation...

Probabilistic Logic Networks (PLN), a comprehensive framework for uncertain inference currently in use in the OpenCog and Novamente Cognition Engine AGI software architectures, has previously been described in terms of the ¨experiential semantics" of an intelligent agent embodied in a world. However,...

In this paper we deal with the problem of aggregating pairwise distance values in order to obtain a multi-argument distance function. After introducing the concept of functionally expressible multidistance, several essential types of multidimensional aggregation functions are considered to construct...

In order to improve the user experience and reduce the operators’ cost, Real-Time Rich Internet Application (RIA) has become more and more important compared with other Web Applications. Real-time RIA combines the Multimedia and Real-time experience in the client side, which provides the live collaboration...

This paper focuses on detecting relevant real-world users of organizations in mi-cro-blogs. Many organizations and indi-viduals choose to publish posts on micro-blogs. As the virtual social network may possibly be influenced by accounts’ real world social ties, it’s feasible to detect the user groups...

To discuss the epidemiological characteristics of congenital syphilis. Methods: Retrospective analysed the 183 cases of congenital syphilis from Jan. 2002 to Jan. 2012 in our department, and the gestational age, sex, birth weight, delivery mode, age on admission, onset time, parents’ occupations, medical...

Explaining Some disadvantages of higher occupation education at present in Guangxi through description of Guangxi higher occupation education present situation and introduction of Vocational and Technical College of Guilin University of Electronic Technology, puts forward some improvement ideas with...

Due to the immanent complexity of Information Technology Outsourcing (ITO) partnerships and their underlying service technology, a sustainable management proofs to be highly challenging and inefficient. Being confronted with multidimensional business relations and complex services meshes, the accounting...

Requirements for perspective medical system for non-invasive radiation diagnostics of functional state of biological organs and tissues, based on application of microwave sensing techniques, practically implemented in a smart antenna array, are synthesized. Estimates of characteristics of beam pattern...

Among the various threats converging on the world of cryptocurrencies, the phishing attacks presented are among the most threatening ones within Ethereum. This paper introduces an innovative ensemble-based framework that enhances the detection of phishing attacks within Ethereum and mitigates against...

In today’s global economy, characterized by technological advances and heightened uncertainty, businesses are increasingly reliant on strategic transformations to stay competitive. Startups, however, face unique challenges due to limited resources and their status as newcomers. This study explores the...

An acoustic study on the elision of schwa in English utterances produced by a native speaker of English, a Han Chinese learner of English, and a Uyghur learner of English is presented in this paper. With Praat software, three acoustic parameters – fundamental frequency, the first formant and the second...

Based the theory of fluid dynamics, an efficient method is proposed for rendering smoke movement in three-dimensional space. Real-time rendering of smoke movement is implemented with coarse grid and larger time interval by solving Navier-Stokes equations. Experimental results show that the method is...

Sea Island is important marine resources, which play important role in promoting the development of ocean industry, but with the violent development of island resources, original natural ecological and ocean environment of the island were destroyed. In order to protect the island, the high resolution...

The main focus of article is the process of performance testing for safety-critical systems. The proposal is focused into safety-critical systems as a part of information systems. The contribution demonstrates the usage of performance test in the test system, with incorporated essential requirements...

Game-Based Learning (GBL, for short) is apparently very attractive and challenging field of technology enhanced learning. In game-based learning, the technological systems employed for the purpose of learning are digital games. Stand-alone serious games are rare. Games employed for learning need to be...

This paper draws on cluster innovation theory to recognize key factors impacting two types of innovation mode of clustered firms. An index system of the factors impacting clustered firms` innovation is provided on the perspective of micro (enterprise), medium(cluster and GVC), and macro (government)....

As one of the most important techniques in the 21st century, Wireless Sensor Networks(WSNs) receive a universal attention to the research on its key techniques. A solution is urgently expected to meet the higher-quality service requirements of new applications on the limited bandwidth of wireless networks....

Northeast Petroleum University always attaches importance to the quality of undergraduate teaching, and it has put strengthening quality assurance and monitoring system as the important initiatives which can comprehensively improve the quality of teaching over the years. The School strengthens the quality...

A fast SVM learning algorithm is proposed according to incremental learning and center convex hull operator. It is established on analyzing the relevance of support vector and convex hull from the angle of calculation geometry. The convex hull of current training samples is solved in the first place....

As a specialized course of improving the humanistic quality and language basic skills of college students majoring in languages, British and American literature teaching faces problems of improving teaching methods all the way. Some researches have proved that building and using of corpus is an important...

To improve the robust stability of adaptive optics system, H synthesis has been introduced to design the controller. H synthesis has advantages to deal with unmodelled dynamic of plant and to ensure the optimal performance in tracking the desired input. To simplify the design of controller, Singular...

On the basis of the Delphi method, the indicators / variables that impacted system, were inquired and analyzed by using principal component analyses and factor analysis techniques; the factor equations were exploring utilized: comprehensive latent factors was acquired by solving overdetermined equations,...

Abstract—The weighted association rules mining is more significative than traditional association rules mining in practice. Allowing for the impact of the number and weight of property on association rules, this paper presents a new method of mining weighted association rules, which can hold the “downward...

Software development is an important part of software engineering. In this paper, we puts forward the teaching method of software development course based on "project experience learning mode" for the shortcomings of practical training conditions and practical experience of applied undergraduate colleges....

Focus on the hill-start auto control technology of the medium and heavy duty vehicles, structure of the spring brake cylinder and principle of the pneumatic auto parking brake system were analyzed. The force analysis of the vehicles which is on the hill was researched. The relationships between the driving...

High performance integrated circuits are increasingly used in the aviation equipment. Airborne equipment to solve the data transmission, airborne equipment and the ARINC-429 bus is based on PC/104 bus standard problem of communication between the microprocessor, and designs a scheme, using the FPGA's...

The Langmuir- Blodgett (LB) technique makes it possible to prepare a thin film with a controlled thickness at the molecular level and a well-defined molecular orientation. In this work, 1,2-bis(3-thiophene imine) ethylene (B3TIE) were synthesized by reacting benzaldehyde and Ethylenediamine and were...

Conditionally firing rules have been proposed by B. Moser and M. Navara in order to preserve natural properties that are not preserved by the usual setting of fuzzy inference systems such as Mamdani- Assilian rules joined to the CRI inference mechanism. In this paper, we follow this direction and show,...

Based on the Thunderhead Engineering PyroSim, the author established a high-speed rail model. For the narrow and crowded features of high-speed rail space, the article simulated the evacuation of different personnel ratios, the opening of doors at different locations and different proportions of people...

Lime fruit (Citrus aurantifolia Swingle) is traditionally known to be useful for the treatment of various infectious diseases like fever, cough, toothache, sore throat, diphtheria, body odor, ringworm etc as folk medicine. Objectives: This study aims to determine the activity and mechanism of inhibition...

This paper proposes a new type of the bamboo culm integrated bamboo bundles glulam using bamboo culm as skeleton, which solves the problem of the irregular size of the original bamboo and the hollow structures. A three dimension finite element model of bamboo culm integrated bamboo bundles glulam was...

The primary short-circuited melted marks(PSMs) are caused by short circuits before the fire occurs, usually PSMs are direct evidences that relate to the causes of electrical fire. The metallographic methods are the most common scientific methods to analyze and identify PSMs. Presently metallographic...

Most secondary high school students think that chemistry was a difficult subject. Bad perception can influence the students’ interest in chemistry. We aimed was to explore the students’ perception toward chemistry in junior high school and its influences on students’ interest to learn chemistry in secondary...

The article describes a criteria-based approach to calculate the total risk obtained by the use of forecasts in prognostic models in order to solve tasks in production-and-economic systems; this chapter also outlines the difficulty of recording risks received by the use of prognostic functions and values...

This paper focus on the designation and implementation of the AT91 simulator .which is part of the virtual verification module of the validation tools. First of all we study and analysis of the basic structure of AT91 microcontrollers. We study the bus system, address mapping, and boot model; and the...

Blogs form an important source of information in today’s internet world. Most of the blog websites have the blogs arranged in chronological order rather than its con-tents. Such arrangement of blogs makes it difficult for the user searching information about a particular topic from the blog. To resolve...

The railway network provides transport services for clients, it is very important for railway managers to analyzing the spatial structure of the network. This article analyzes the spatial structure of Chinese railway network with indicators of degree distribution, the clustering coefficient, the average...

At present, the global petroleum exploration and production enterprises are all faced with dual huge pressures which are to lower operating costs and improve labor productivity, but the appearance of digital oilfield let these companies find a silver lining. This paper expounds the difficulties that...

Emotions are an essential and productive aspect of human thought or action and human thought is inherently emotional. Emotions are factors which vary as mood varies. When person experience different emotions then there is also change in physiological signals in human body and with this variation comes...

Predicting water consumption is of key importance for water supply management, which is also relevant in processes for reviewing prices.In this study, a hybrid method based on extreme learning machine model with the adaptive metrics of inputs is proposed for improving forecasting accuracy. The adaptive...

The current paper proposes the development of an artificial intelligence-based smart service robot that includes voice interaction, wireless mobility, and real-time health monitoring capabilities. In this regard, the current paper proposes an architecture that includes an artificial intelligence module,...

This paper demonstrates the application efficiency of data visualization analysis in an empirical way. The example is to take the literature resource database of China National Knowledge Infrastructure (CNKI) as the data source, the bibliometrics method is used to make a statistical analysis on the distribution...

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

Due to their ability to automatically extract features, Deep Neural Networks (DNNS) have demonstrated performance never before seen. Due to this high degree of performance during the past ten years, a considerable number of DNN models have been combined with various Internet of Things (IoT) applications....

The rapid development of the web has made it one of the most important elements of modern daily life. One recent trending approach to implementing the web is using artificial intelligence (AI) technologies. AI tools are becoming more and more reliable, and using them to develop the web has become a practical...

The capability evaluation of equipment system is a key work for promoting the capability improvement of equipment system. Scientific capability evaluation of equipment system plays an important role in improving ability of equipment to complete tasks. Firstly, the capability evaluation index system of...

West Liaohe River Basin, which is known as a typical ecological vulnerable district of Northeast China, is taken as a case study in this paper. By collecting 3 period Landsat TM image of 1992,2002 and 2012, the landscape pattern figure is interpreted. Landscape sensitivity index and landscape adaptability...

The objective of this case study is to explore the situations of supervision practices between members of school management teams and teachers in public secondary schools in He Fei, China. The conceptual framework developed on the “Model of Supervisory Practice” by Pajak (1990); meanwhile, combined with...

This paper presents a design of softdog based on FPGA and describes hardware and software design. PC applies the CP2103 to transfers data via the USB to the FPGA device without modifying the application. The SPARTAN XC2S200 FPGA is the core of the softdog. It completes acquiring, processing and sending...

As the Internet is more and more widely used, the use of animation technology is increasingly popular. Microsoft GUI is an extension of the VB GUI, It provides a large number of writing classes and support codes and can deal with many standard Windows rogramming tasks,using VB GUI can simplify the programming...

Calcium with low charge density doped TiO2 (Ca-TiO2) mesoporous nanomaterials with high specific surface areas were successfully synthesized via a simple and effective solid-state reaction route. The properties of these nanomaterials were characterized by X-ray diffraction (XRD), small angle X-ray scattering...

This paper firstly discusses the data storage and management of trusted platform module (TPM) system on a trusted PC, mainly including certificates and keys, platform configuration registers (PCR), and firmware program. In order to overcome the limitations of TPM defined by Trusted Computing Group (TCG)...

Nostalgia is recognized as an emotional experience that enables the integration of the past with the present. In this study, 396 undergraduate students were assigned randomly to either a nostalgia instruction group or a control group (in which they recall ordinary things). The life satisfaction and subjective...

Market characteristics such as "many, small, scattered, chaotic" and others are very obvious with China's pharmaceutical enterprises. In order to change the status quo, pharmaceutical enterprises have to be with the entrepreneurial orientation and to insist on organizational learning. Based on the pharmaceutical...

With the explosion in the use of mobile technologies, more people can get m-government services. It is related to the interests of many people, so it is necessary to evaluate user satisfaction of the services. Some proposed models fail to evaluate the m-government from the public’s perspective. The purpose...

With the rapid development of social economy, the audit risk arising from carrying out the audit work is gradually being paid attention by the audit agency and auditors. In this paper, trough the arising main reason analysis of the audit risk, the management system of audit agency and the audit teaching...

Recent year, the method based on face verification has been one of the most vibrant study aspect in face verification field. The problem of face verification can be defined: imputing the picture or video, identifying or validating by using face database. “video-video” face verification means inputting...

The project team is a very important form of modern organization and is becoming a source of organizational creativity. Team reflexivity, also known as team introspection, has become a research hotpot. Study about the relationship between project team reflexivity and team performance and open the project...

In order to determine the fatigue limits of two kinds of titanium alloy pipes connected by welding and rolling, the vibration fatigue tests were carried out according to Aero-Criterion HB5277-84 which defines the test method and failure rule[1]. The test adopted the displacement of the pipes' free end...

In order to meet the requirements of fuse's digital simulation, an algorithm based on the electromagnetic scattering modelling technique of complex targets in the near field is proposed to calculate the echo power of fuse in missile-target encounter. The main research work in this paper involves the...

The paper presents the original approach to the exploratory OLAP of the heterogeneous resources based on the integral analytical model. Applying the multidimensional data model as a technological fundament allows to analyze the structure of the joining sources according to unified notation, allows to...

In April 2020, Atlantis Press was alerted to fake proceedings articles hosted on our platform. These articles, mostly in computer science and engineering, were generated by the SCIgen computer program and were all published between 2006-2018. Immediately after receiving the alert, Atlantis Press initiated...

The article discusses the problems of the knowledge-based systems development platform application for creating scenario analysis tools and their approbation for the decision support in the infrastructure logistics domain studies and for the assessment of environmental impacts based on the ecological-economic...

With Global warming and rapid urbanization, the heat island effect is intensified, extreme meteorological disasters caused by atmospheric circulation anomalies continue to intensify. High-temperature heat wave (HTHW) disaster caused death, drought, fires, grain reduction, water and electricity supply...

Methods of cognitive multicriteria classification, generalization of description and coordination of situations in hierarchical subject domains are developed. The methods consider prototypical effects and degrees of typicality of members according to semantic similarity measures of categories modeled...

This study investigated writing anxiety and its causes with 35-pre service teachers of English education department of Mulawarman University. Second Language Writing Anxiety Inventory (SLWAI) by Cheng (2004) were administered to measure writing anxiety of second language in terms of Somatic Anxiety,...

With much of the world concerned about the problems of responding to the increasing demands of an ever more-informed citizenry, the field of Public Management runs the risk of becoming, if not completely irrelevant, at least non-responsive to the needs of developing societies. This article is an attempt...

On the basis of the analysis of the current algorithms on generating detector, an algorithm of generating network intrusion detector is proposed to avoid the disadvantages of negative selection. The algorithm takes advantage of the strategies such as gene library (GeneLib) etc to improve the efficiency...

Machine learning uses experience to improve its performance. Using Machine Learing, to locate the nodes in wireless sensor network. The basic idea is that: the network area is divided into several equal portions of small grids, each gird represents a certain class of Machine Learning algorithm. After...