Advances in Computer Science Research
15625 articles
Proceedings Article
Crystal Morphology Monitoring based on In-situ Image Analysis of L-glutamic Acid Crystallization
Zhimao Lu, Lin Zhang, Yongming Jiang, Chi Zhang, Guijuan Zhang, Mengzhu Liu
In the process of chemical industry and biological pharmacy, the morphology of the crystal plays a vital role, different morphological characteristics such as shape and size have a direct impact on production. Therefore, this paper proposes a synthetic in-situ image analysis method for monitoring the...
Proceedings Article
The Implication in Foreign Language Teaching at Colleges Based on Language Attrition and Memory Features
Yuhuan Zhang
This paper displays an overview of language attrition theory and principles of memory. At the meanwhile, it regards college students' memory features as the breakthrough point in order to interpret the implication in foreign language teaching based on language attrition, combined with the reality of...
Proceedings Article
Research on Economic Connection Degree and Development Path of Sports Tourism Demonstration Area in Hainan Province
Chunyu Jiang, Jinku Huang, Ping Li
It is an important subject of tourism economic development. By collecting and arranging the total number of tourist receptions and total tourism revenue of 18 counties and cities in Hainan Province in 2016 and 2020, the degree of tourism economic connection was measured based on the modified gravity...
Proceedings Article
Research on the Earliest Deadline First Network Control System Dynamic Scheduling
Yue Wu, Linli Zhou, Yue Duan
Networked control system is a subject of integrated computer technology, automatic control, communication technology and optimization theory, the effects of network scheduling on the property of network control system is a hot issue in the research of international academic circles in recent years. This...
Proceedings Article
Application Of Spline Interpolation Filter In Strip Flatness Detection
Biao Cao, ZhiQiang He, Lin Yang, LiXi Zhang
According to the analyzing of the vibrations in steel strips and its effect on flatness measurement based on the non-contact strip-flatness detection method, a vibration removing method is presented. The method firstly adopts FIR low-pass filter based on Dolph-Chebyshev Window function designing theory...
Proceedings Article
An Empirical Study on Influence of Flipped Classroom on College English Listening and Speaking Classroom Environment
Fang Qinghua, Jiang Jiabei
The study investigates influence of flipped classroom pedagogy on College English Listening and Speaking classroom environment, focusing on class difference as well as individual difference in students' perception of CELS classroom environment. Quantitative and qualitative analyses show that flipped...
Proceedings Article
Research on Curriculum System of Vocational Teachers Cultivation about Animation Professional
Dandan Wei, Lexing Qiu
This thesis is on the basis of domestic and foreign animation related professional teachers' training literature research program, the domestic animation related professional teachers' training practice of on-the-spot investigation, and analyze animation related professional teachers typical tasks and...
Proceedings Article
Research on reasonable influence scope during road construction based on microscopic simulation
Liang Zijun, Cao Sen
In order to determine effectively the reasonable traffic influence range during city road construction, the microscopic simulation analyses the change of intersection delay, which is caused by road construction, taking five lanes in east - west and four lanes in south - north as study object, on the...
Proceedings Article
Protection and Development of Dong Nationality Settlement Pattern in Guangxi from the Perspective of Ecology
Wenshuang Zhu
The Dong nationality settlement in Guangxi is a human settlement paradigm that is shaped by the Dong people in the natural system with the rule of protecting and making use of land and natural resources and that integrates natural ecology and humanity ecology. It conforms to nature, is a part of nature...
Proceedings Article
Problems of Medical Confidentiality While Using Electronic Documents in Psychiatric Practice
Nazim Orudjev, Olga Poplavskaya, Lev. Lempert, Natalia Salnikova
The article discusses the benefits of information technology in the health sector, particularly in psychiatric practice. The necessity of regulating access to electronic medical record is closely related to the problem of medical confidentiality. A case from the practice of outpatient psychiatric services...
Proceedings Article
Evaluation of User's Influence Based on Micro-blog Information Forwarded Network
Jia Ke Liang, Wang Xi
In order to evaluate the influence of the users in micro-blog platform, the paper defined three concepts user's attraction, user's activity, forwarding coefficient and described how to calculate them, and then proposed a method to evaluate the influence based on micro-blog information dissemination mechanism....
Proceedings Article
Research on adaptive selection and allocation mechanism of cloud manufacturing service based on semantic
Li-jun Tai, Ru-fu Hu, Cao-wei Chen
In this paper domain ontology model of cloud manufacturing service and suitable semantic description scheme of manufacturing service was study, the method of dynamic perception and effectively cognition of the manufacturing resources was study.To solve the integration, sharing, virtual key problems in...
Proceedings Article
Research on the Controllable Confidence Regression
Fangchun Jiang
The confidence machine has been an integral part of the target of the research in the field of machine learning. Confidence regression is a significant research field of confidence machine . Performs error evaluation on results of regressive learning to classify the accept field and the refuse field...
Proceedings Article
Impacts and Benefits of Convention and Meeting Industry on Local Destination
Chengcheng Song, Shan Qi
Despite increasingly focus have been on Convention and Meeting industry on a world wide range, as it would bring both economic and non-economic benefits to local destinations, it still require more attention to the difference between convention and meeting. Early researchers indicate that a wide range...
Proceedings Article
Road Extraction Using an Improved Snake Model and CART
Yi-Nan Lu, Zhe Zhang, Xiao-Ni Liu, Yun-Fan Du
Road Extraction from remote sensing images has been an important research topic. It is difficult to extract the road quickly and reliably due to the complexity of the road features. In this paper, an improved GVF-Snake algorithm as a segmentation method automatically labels training samples to reduce...
Proceedings Article
Multiple Fractional Frequency Offset Estimation in LTE System
C. Geetha Priya
LTE Coordinated Multipoint (CoMP) enables the coordination of transmission and reception over a variety of different base stations. In CoMP-OFDM systems, the multiple transmitters must be synchronized to prevent mutual interference. Applying CoMP transmission, a receiver must estimate multiple CFOs corresponding...
Proceedings Article
Research on Summary Sentences Extraction Oriented to Chinese Patent
Lei Wang, Xueqiang Lv, Xindong You
In this paper, it describes our system oriented to single document summarization task at Chinese patent. We treat the task as a typical document summarization based on sentence extraction and decide to formulate the task in a supervised learning to rank framework, utilizing both common sentence features...
Proceedings Article
Raw Grain Price Forecasting with Regression Analysis
Nan Liu, Junwei Yu
Grain price stability and food security are important in all countries. The accurate forecasting of grain price can help the farmer, grain processing enterprise and government make wise decision. A raw grain price dataset is formed with public available data and the raw grain purchase price index is...
Proceedings Article
Research on Key Technologies of Trusted Enhancement in Embedded Systems
Xinlai Dang, Fei Wang, Jie Qiang
Aiming at the threats faced by embedded systems, using trusted computing technology to solve embedded security equipment problems is a feasible and efficient security solution. Under the premise of not changing the existing mobile device hardware architecture, a new secure boot mechanism of the embedded...
Proceedings Article
The Results of the General Traffic Measurements Analysis on the Example of Łódź Voivodeship (in Poland)
Elżbieta Macioszek, Grzegorz Sierpiński, Marcin Staniek, Damian Lach
The article presents the results of a detailed analysis of data from the General Traffic Measurements carried out in the years 2000 - 2015 on voivodeship roads. The analysis was carried out on the results from the Łódź Voivodeship in Poland.
Proceedings Article
Intelligent Optimization Algorithms for Vibration Control of Mechanical Systems
Yinxue Mu
Vibration control occupies an important position in mechanical systems, but traditional experience-based, or single-objective, control methods are often difficult to cope with the challenges posed by complex structures, high precision, and multi-objective requirements. For this reason, various intelligent...
Proceedings Article
Route Optimization of Multimodal Transportation Considering Customer Satisfaction
Bo Peng, Lanfen Liu, Kaizhang Fan
With economic advancement, cargo transportation faces increased demands for efficiency, cost-effectiveness, and carbon footprint reduction. A multi-objective mathematical model prioritizes minimizing costs and maximizing customer satisfaction, considering factors like route expenditure, transfer fees,...
Proceedings Article
Application of BIM+ Smart Site Integrated Construction Technology in Large Medical Building Construction
Xiwei Li
In order to explore the application of BIM+ smart site integrated construction technology in the construction of large-scale medical buildings, through the analysis of the basic situation of the current large-scale construction engineering construction, it can be found that BIM Technology, smart site...
Proceedings Article
Optimization and Design of RPL Routing Protocol for 6LowPAN Wireless Sensor Network
Baoguo Zeng
6LowPAN (IPv6 over Low-power wireless Personal Area Networks) is a low-speed wireless personal area network standard based on IPv6, the key technology of which is IPv6 Routing Protocol for Low-Power and Lossy Networks. In a 6LowPAN network, the network topology is typically dynamically formed, so the...
Proceedings Article
Fuzzy Minimal Solution of Dual Fully Fuzzy Matrix Equations
Dequan Shang, Xiaobin Guo
Proceedings Article
Novel Application of DaaS and Hadoop Technology in Big Data Cloud Computing Platform
Hongsheng Xu, Ganglong Fan, Ke Li
DaaS is to dig out the potential value of big data and provide services according to the needs of users. Hadoop is a software framework for distributed processing of large amounts of data, and in a reliable, efficient, scalable processing way, relying on the horizontal expansion, to improve the computing...
Proceedings Article
Improved BP Neural Network for Intrusion Detection Based on AFSA
Tian Wang, Lihao Wei, Jieqing Ai
Establishing a complete information security policy is the most important step to solve the problem of information security and the basis for the entire information security system. Using intrusion detection technology to identify the source of threats and adjusting security policy is an effective operation...
Proceedings Article
Research on China Industrial Structure Optimization Based on External Constraint
Hang Zhang
The essence of industrial structure refers to the distribution structure of resources required in economic system operation in various industries. The industrial structure does not exist in isolation in the economic system. However, it is restrained by the external environment and is in the mutual relations...
Proceedings Article
Research on Cost Control Line of Overhead Transmission Line Projects in Chongqing
Guangjin Peng, Hui Zhu, Xiaorui Xing, Tingting Feng, Xuanhong Liang
Investment of Power transmission projects was always huge, and related to many complex factors. Preliminary design of the project in preparation stage plays a very important role in the project cost control. With the application of clustering theory, partial correlation analysis method and support vector...
Proceedings Article
Design and Implementation of Aerial Rocket Launcher Detection System
Chengliang Liu, Huilin Fan, Tengda Xin
According to the launch control principle, application features and testing requirements of a certain type aerial rocket launcher, a detection system is designed based on PC/104 embedded computer. The realization method, the configuration of the software and hardware is explained in detail. The hardware...
Proceedings Article
Research on the Flipped Classroom Mode: Take “the Customer Relationship Management” Course for Example
Jun Ke
Customer relationship management (CRM) is a newly emerging course which combination of practice and theory. It is particularly important to adopt suitable teaching methods to obtain satisfactory teaching results. As a new teaching mode, flipped classroom overturns the traditional teaching process and...
Proceedings Article
Research on the Current Situation of China’s Internet Financial Risks and its Preventive Countermeasures
Liduo Zhang
According to the introduction of Internet financial risk, this paper mainly use literature review and qualitative analysis method to make a detailed analysis of specific Internet financial risks in order to suppress them, and provides forward targeted Industry supervision strategies and risk preventive...
Proceedings Article
Application of EDA Technology in Experimental Reform of Computer Organization
Lihua Jiang, Bing Ruan
This paper introduces the general idea of the experimental reform of computer organization: hardware design software, expounds that the practice teaching should take the experimental principle as the main body ,and its present situation and trend, to explore the feasibility of the experimental reform...
Proceedings Article
Conversational Email Client With Voice
Y. Laxman Rao, Kalla. Navya, K. Harika, P. Navya, S. Niharika
This paper introduces an intelligent voice-enabled mail client designed for touch-free usage enabling users to manage messages effortlessly via spoken commands utilizing cutting-edge speech-to-text and natural language understanding NLU the platform efficiently handles activities such as composing reading...
Proceedings Article
Research on Industrial Robot Grasping Based on Visual Technology
Changye Du
Under the backdrop of the rapid development of industrial automation, industrial robots have become the core force for the transformation and upgrading of manufacturing. Integrating visual technology into the grasping of industrial robots changes the traditional operation mode, endowing robots with the...
Proceedings Article
An Analysis of the Problems and Countermeasures in the Application of Experiential Marketing - A Case Study of Starbucks
Yajuan Liu, Ping Gui
With the rapid development of China's economy, people's living standards continue to improve. People are increasingly pursuing spiritual need, consumers seem to pay more attention to experience, which has a huge experience of the consumer market. With the advent of experiential economy, experiential...
Proceedings Article
Combination and Application of Data Mining in Knowledge Management of Colleges and Universities
Xueping Liu
Nowadays, with the development of the society, knowledge management has already become an important means of management to upgrade the level of discipline construction in colleges and universities, improve students’ satisfaction and enhance colleges and universities’ comprehensive competitiveness. AS...
Proceedings Article
turing computability of the solution operator of a higher order modified camassa-holm equation
Dianchen Lu, Qiaoqiao Chen
In this paper, we mainly discuss the Turing computability of the solution operator of a higher order modified Camassa-Holm equation. Firstly, we transform the equation to its integral equation by Duhamel principle. Then applying the TTE theory, we prove that the solution operator of the integral equation...
Proceedings Article
Research and Implementation of WebRTC Signaling via WebSocket-based for Real-time Multimedia Communications
Jian Cui, Zhuying Lin
WebRTC (Web real-time communication) achieves a peer-to-peer real-time multimedia communication on web. This paper researched and analyzed the core architecture and related technologies of WebRTC, including video input and output, multimedia transmission, the process of peer-to-peer connection establishment...
Proceedings Article
Design of solar supply system for water quality improvement equipment used in the pond
Chuang-Chuang Pang, Yong-Ding Wang
in view of the design of the power supply system of the pond water quality improvement, the system scheme of the power supply of the equipment is put forward.The basic principle of solar power supply system is analyzed;The configuration principle, main components and technical performance of the power...
Proceedings Article
A CMOS Broadband Distributed Mixer
Chengpeng Liu, Guoqiang Wang
In this paper, we first analyze the structure of mixer and analyze its key parts. Secondly, it analyzes the important parameters of mixer, which is helpful to finish the design better. Finally, we pay attention to the particularity of mixer, mixer design, simulation results to meet the design requirements....
Proceedings Article
Game Theory Approach on the Abuse-of-Power Crime
Zhang Wuwei, Peng Hongli, Zhou Mingwu, Li Guiping
This paper constructs the game model describing the abuse-of-power crime with players ,strategy sets and payoff function. Based on this model, we analyse the law that guide the abuse-of-power crime and find out the reason why it prevails, including the cyclical patern of decision making between principal...
Proceedings Article
Study of Tibetan Text Classification based on fastText
Wei Ma, Hongzhi Yu, Jing Ma
Tibetan text classification is an important research topic in Tibetan information processing. In this paper, we attempt to apply fastText text classification tool and fastText pre-training word vectors for Tibetan text classification. In the experiment, For the Tibetan language corpus segmented by Tibetan...
Proceedings Article
A Hybrid Covert Channel Over LTE-A System
Zu-Kui Wang, Liu-Sheng Huang, Wei Yang, Zhi-Qiang He
In this paper, we have analyzed the sub-protocol stack of Long Term Evolution Advanced (LTE-A) System, and proposed a hybrid covert channel, called HyLTEsteg, designed for LTE-A System. The HyLTEsteg uses covert timing channels (CTC), which is fitted the legitimate data stream of network, as a trigger...
Proceedings Article
Optimizing Workforce Utilization in Motorcycle Component Assembly Using Simulation
Nornajhan Abdul Latip, S. Sarifah Radiah Shariff, Siti Meriam Zahari, Nurul Nadiah Abdul Halim Zahari
The lack of resource utilization has resulted in manufacturing staying at the same level for a long time. This problem cannot be solved simply by adding machines and hiring more labor. There is an urgent need for innovation and more investment in the development of manufacturing systems. Therefore, a...
Proceedings Article
Innovating Yinxu Bronze Patterns Through Cultural Semantics and Shape Grammar
Haoran Zhang, Sihan Yu, Yuhan Liang
This study proposes a hybrid methodology combining semantic extension and shape grammar to innovate Yinxu bronze patterns. It addresses symbolic complexity and form repetition by extracting cultural features and applying rule-based generative design. A fuzzy evaluation model assesses the schemes by innovation,...
Proceedings Article
Study of growth and yield of winter wheat using WOFOST model based on wireless sensor network data
Huarui Wu, Huaji Zhu, Lihong Zhang, Yisheng Miao
This study aims to research the applicability of the WOFOST model and predict winter wheat yield on a regional scale. The automatic information in study area could be achieved from the wireless sensor network (WSN) deployed in cropland. The observed results including the phenological dates, LAI and the...
Proceedings Article
Implementation of High Accuracy Trigonometric Function on FPGA by Taylor Expansion
Duoli Zhang, Jingju Yu, Yukun Song
High-precision implementation of trigonometric function has been important in navigation, engineering, physics and other modern DSP. It presents an implementation of trigonometric function based on Taylor expansion in this paper. This means can calculate the value of trigonometric function at any angle....
Proceedings Article
A Mobile Web-based Ontology Editor for Smartphone
Mingzhe Zhang
Nowadays, smartphones have become indispensable to modern human life. One of benefits of smartphones is that most places on the earth are widely covered by the signal of mobile phones, which means people can connect to the Internet wherever he wants via a mobile phone. It also means a mobile web-based...
Proceedings Article
Implementation of reconstructed radiance of IASI observations in WRF data assimilation system
Yi Yu, Weimin Zhang, Minhua Ye, Jing Sun, Yukuan Zhang
Methodology is explored for the reconstructed radiances from the Infrared Atmosphere Sounding (IASI) for the purpose of assimilation into numerical weather prediction models. A principal component based fast radiative transfer model has been implemented into the WRF data assimilation system, thus allow...
Proceedings Article
Vanadium Extraction from Molten Vanadium Slag with High Ca and P Contents by Direct Oxidation-acid Leaching Method
Y.N. Wang, W.C. Song, H. Li
A novel method of extracting vanadium from molten vanadium slag was developed to process vanadium slag with high Ca and P contents. The mineral phases of the clinker obtained after oxidizing the molten vanadium slag with high Ca and P contents (10.71 wt. % V2O3, 19.20 wt. % CaO, 1.03 wt. % P2O5) were...
Proceedings Article
Foreign student's adaptation management, assessment and forecasting algorithms and software
Sergey Romanchukov, Oksana Fisochenko, Olga Berestneva, Konstantin Sharopin
The modern educational system faces a number of exchange student's adaptation problems. It is necessary to determine the optimal solution for foreign student's adaptation assessment, prediction and management, to form an indicator system for adaptation process prognostic and risk reducing models. This...
Proceedings Article
Evaluating Translation Quality via Utilizing Skopos Theory
Ning Cai, Jian Zhou
It is known that, the most important element in the translation activity is the target audience. Based on the ‘Skopos theory’, this study will analyze the quality of translation of Harry Potter and the Philosopher’s Stone from People's Literature Publishing House in 2000. From the advantages and disadvantages...
Proceedings Article
A non-linear random vibration reliability analysis method for multi degree of freedom helical gear driven system
Chang Li, Mingyong Hu, Xing Han
Firstly, taking rigidity excitation, error excitation, meshing impact, clearance variety and other non-linear factors into account, the bend-twist-shaft-swing non-linear coupled vibration model and differential equations for the multi degree of freedom helical gear driven system are built based on the...
Proceedings Article
A Queueing Analysis for Job Assignment on Two-Type Heterogeneous Supercomputer System
C.H Wang, Y.T Chen, C.C Hwang
This paper introduces a queueing analysis of a two-tier service supercomputer system, where one type of processors offers service with a finite waiting buffer and the other offers unlimited waiting buffer. From the managerial viewpoint of system, a two-tier queueing model is developed to investigate...
Proceedings Article
Empirical Comparisons of Online Boosting Algorithms
Xiaowei Sun
Boosting is an effective classifier combination method, which can improve classification performance of an unstable learning algorithm due to its theoretical performance guarantees and strong experimental results. However, the algorithm has been used mainly in batch mode, i.e., it requires the entire...
Proceedings Article
Component-stroke Corresponding System for Chinese Characters of Different Styles
YunLong Che, XiaoHui Liang, Pengfei Yue
Stroke and shape of the Chinese character with different script has changed hugely among different style. To present the correspondence between Chinese characters component-strokes, this paper designs a component-stroke corresponding system for Chinese characters based on sematic knowledge. Firstly,...
Proceedings Article
Construction of Big Data Mining Platform Based on Cloud Computing
Mali Sun
Cloud computing is the product of the Internet era, which can realize dynamic resources disposition, customized services for demand, and centered on the Internet, render service measurable and resources transparent. It plays a big role in the in data mining field of various industries in today’s society....
Proceedings Article
Research on the Construction of Micro Course and Teaching Innovation in Applied University
Erni Zhang
Applied university focuses on cultivating students' skills and individuality, which prompts the teacher's teaching methods and students to learn the way to miniaturization, mobile, fragmentation. The teaching construction of micro course relates to the validity of students' learning, while the teaching...
Proceedings Article
Mobile Application Based Parking System Control and Monitoring Model with Motor Vehicle Parking
Budi Tjahjono, Nizirwan Anwar, Nixon Erzed, Rudi Heri Marwan, Euis Heriyati, Salman Maulana, Binastya Anggara Sekti
Land transportation is an important component of the national transportation mode system, which encompasses provinces, cities, and districts, and has a significant impact on the economy and national development. Parking accumulation is necessary for determining the number of automobiles in a parking...
Proceedings Article
Combining SPSSAU and WJX.CN Analysis to Study the Status Quo of Online and Offline Blended Teaching Model
In Advanced English Reading Course
Ling LIANG, Wei HUANG, Shuyi HUANG, Dongling WENG
Being multi-dimensional, the online and offline blended teaching model can expand and improve the traditional classroom teaching quality and promote the teaching reform which advocates student-centered learning. In order to understand the status quo of the online and offline blended teaching model (BTM)...
Proceedings Article
Comparison study of image fusion based on multi-scale transforms and sparse representation
Bin Sun, Qiao Deng, Jiajun Rui, Kai Hu, Qi Yang
Nowadays image fusion becomes very intensive research. Multi-scale transform and sparse representation are typical tools in fusion processing. However, most of efforts are focus on the accurate registration images. A comparative study of MST and SR method over mis-registration are proposed to investigate...
Proceedings Article
Milling Chatter Prediction Based on the Information Entropy and Support Vector Machine
Bing Chen, Jie Yang, Ju Zhao, Jingbo Ren
This paper proposes a method based on information entropy and support vector machine to predict chatter in milling, it uses multi-scale permutation entropy and wavelet packet energy entropy as the milling chatter premonition features, we select parameters of these identifying features by experimental...
Proceedings Article
Research on a New Switchgear Maintenance Training System
Zhuoli Guo, Guotai Yang, Jing Liang
For the lack of effective means of Switchgear maintenance training, a new switchgear maintenance training system based on the power of large data was presented. This training system can provide typical switchgear maintenance projects, effectively improve safety awareness and maintenance skills of maintenance...
Proceedings Article
Synchronization of Underwater Glider with Uncertainties Using Adaptive Fuzzy Sliding Mode Control
Li-Ming Wang
In this paper we study the synchronization of an underwater glider by means of the adaptive fuzzy sliding mode control technology. The sufficient conditions for the synchronization are obtained even though the slave underwater glider is unknown. Based on the Lyapunov stability theorem, the stability...
Proceedings Article
Research on high voltage control caused by small hydropower
Junjie Xiong, Hao He, Shanlian Guan
This paper mainly analyses on the influence of Congyi grid voltage caused by small hydropower station. The mechanism of high voltage has been expounded. Based on the ETAP simulation, comprehensive comparison of various measures of operational and governance effect has been carried out , the optimization...
Proceedings Article
State of Charge (SOC)-Based Active Power Sharing Method for Distributed Generations in an Islanded Microgrid
Yun-Su Kim, Seung-Il Moon, Eung-Sang Kim
Typically, a frequency droop control has been employed for active power sharing which inevitably causes the frequency deviation. In this paper, we propose an active power sharing method based on the state of charge (SOC) of battery energy storage system (BESS) instead of the frequency. In a similar concept...
Proceedings Article
Study on the Effect of the Cultural View of Marx's Doctrine on the Education of University Culture
Hongxia Sun
As an important force in the socialist culture with Chinese characteristics, university culture is responsible for the important historical mission of cultivating excellent talents for our country. This paper puts forward some thoughts on the cultural view of Marx in the culture of University, and aims...
Proceedings Article
Analysis of Power Marketing Data Mining Based on the Big Data Technology
Jiwen Yu, Xiaoxiao Shu, Chao Shang, Fan Liu
The essay Introduces about the key technology database, OLAP and data mining technology in the framework of marketing decision support system of power supply enterprises.As for themethod for the mining spaceselection in the data mining model, an artificial neural network structure and algorithm is used,...
Proceedings Article
Design of Soil Moisture Detection and Control System
Chengfang Ji
Aiming at the problem of soil moisture detection and contro, the soil detection system was used as the research object, starting from the perspective of soil moisture, through the study of the soil moisture value,and using the analysis software to establish the model of the detection system,which are...
Proceedings Article
An Observational Study on the Forensic Recoverability of Deleted Data from Popular Social Media Applications
Kovvuri Dharmitha Sri, Karamsetty Sireesha, Neelima Bachalla
Social media has come to be as an essential source of digital evidence in modern investigations but is also a major platform for Cyber crimes such as online harassment, identity misuse, financial fraud, and misinformation. In many cases, perpetrators attempt to conceal their activities by deleting posts,...
Proceedings Article
MIC theory proof with its application
Dongsheng Wang
Measuring dependencies between two variables in an extremely large data set is an increasingly important problem, naturally then the methods to solve such problems warrants equal if not greater attention. This paper aims to overview an effective measure of dependence, the MIC. This statistical measure...
Proceedings Article
Research on Multi-head Self-attention Aspect Term Extraction with Multi-level Features Encoding
Zhang Penghui, Yang Peng
With the development of social media and e-commerce, aspect-based sentiment analysis technique is more and more urgently needed. Aspect term extraction is an important part of aspect-based sentiment analysis, and the quality of the extracted aspect words directly determines the quality of aspect-based...
Proceedings Article
Protective strategy of Crowbar circuit when network voltage drop sharply
Shu-Wei Xu, Yan Dong, Yiyang Zhang, Yi-Bing Wang, Shou-Bin Yuan
When network voltage drop sharply, if rest energy of wind power system can’t be absorbed effectively, it will affect system security. This paper presents a new protection scheme of Crowbar circuit. Moreover, the effectiveness of realizing the high voltage ride through of DFIG is validated by simulation.
Proceedings Article
The Research on the Ways and Countermeasures to Develop Innovation Education in Chinese Colleges and Universities through Learning from International Experience
Xiwei Guo
In this paper, the concept and characteristics of innovation education are briefly summarized. It finds out the factors that limit the development of innovative education in Chinese colleges and universities through analyzing the innovation education development process and the problems presented during...
Proceedings Article
The new characteristics, influence factors and countermeasures of China's collective labor dispute ——Based on the the empirical analysis of 31 provinces
Jingmiao Yu
There is the large number of people and the wide area of China's collective labor dispute,it is difficult to manage it.The article analyses new trend of collective labor dispute and influence factor analysis on collective labor dispute cases.The analysis of model shows that it is insignificant of trade...
Proceedings Article
The Role of English Language and Literature in Enhancing Students' Language Application Ability
Li Li, Peng Yang
The application of language is the key of language learning, and English language and literature can largely improve the students' language application ability. The cognition of students is mainly developed in practice activity. Therefore, teachers must make students be active in the process of teaching,...
Proceedings Article
Research on Fault Diagnosis Method of NC Machine Based on Fuzzy Synthetic Discrimination
Tian Mei , Li Songyu , You Chunyan, Sun Yanhong
Aiming at the difficulty of fuzzy synthetic discrimination model of NC machine, this paper proposes the primary diagnosis results which change the evaluation factors from high dimensional features to the low one based on the initial diagnosis results of classifier. It reduces the complexity of the model...
Proceedings Article
REVA-based Value Analysis on Listed Companies of Power Industry
Qingyou Yan, Yonghua Wang
The paper establishes the regression model based on the economic value added(EVA), refined economic value added(REVA), net profit, net cash flow and other indicators selected from the financial data of power industry. Correlation analysis indicates that, in comparison with traditional financial indicators,...
Proceedings Article
A new control method for Integral Processes with Inverse Response and Dead Time based on Disturbance Observer
Miao Wang, Weidong Zhang
A new control method based on disturbance observer (DOB) is proposed to control the integral processes with inverse response and dead time. The main contribution of this paper is that the optimal analytical result in terms of H2 for the set-point controller and the disturbance observer are provided....
Proceedings Article
Research on Library Big Data Cleaning System based on Big Data Decision Analysis Needs
Jianfeng Liao, Jianping You, Qun Zhang
In the era of big data, university library information management services must be based on actual conditions, using high-quality data to improve big data management. However, high-quality big data is useful data that needs to be filtered and classified. Big data cleansing is an effective way to improve...
Proceedings Article
Measuring the Decoupling Progress in Developed and Developing Countries
Heming Wang, Shen Zhao, Yao Wei, Qiang Yue, Tao Du
The relationship between economic development and the ecological environment is the key to sustainable development of human society. With the rapid economic development, the demand for resources has increased dramatically, which has led to problems such as depletion of resources and environmental pollution....
Proceedings Article
Estimation of the Average Treatment Effect with Missing Outcome Data
Feng Han
Missing outcome data occurs often in the causal inference of observational studies. For example, in observational study on the safety of a Traditional Chinese Medicine (TCM) injection in market, some patients are missing safety outcome variables. In this paper we proposed a consistent estimator for the...
Proceedings Article
Deep Learning for Predictive Analytics in Intensive Care Units
D. B. K. Kamesh, M. Srikala, B. Vasantha, Gandhavalla Sambasiva Rao, N. Sreekanth, K. V. Ranga Rao
Using predictive analytics on Intensive Care Units (ICUs) has advantages because it shows an early clue of the patience’s critical triangle or deterioration. Supervised learning methods used in deep learning also seem appropriate for large data arrays and intricate structures that are why they are useful...
Proceedings Article
The Effectiveness of Implementation of AI Based STEM and Potential for Future Science Learning: Literature Review
Arif Widiyatmoko, Tiara Dwi Wulandari, Alfiana Nur Rosita Mayanti, Melissa Salma Darmawan
The industrial revolution 4.0 brings the era of society 5.0 which has an impact on various aspects of life, one of which is the field of education by starting to apply the use of AI in learning. AI is very relevant to be applied to STEM-based science learning. The purpose of this study is to analyze...
Proceedings Article
Multi-Label Multi-Class Classification Of ESRGAN Enhanced Retinal Fundus Images Of Diabetic Retinopathy
A. V. Sri Harsha, B. Dilli Babu, K. Srinath, J. Amarnath, A. Rithwik, Penchala Praveen Vasili
Diseases of eye have the potential to cause blindness in the sufferers. There have been many kinds of diseases those exist in the eyes of human like Myopia, Diabetic Retinopathy, Hypermetropia and so on.Fundus images help doctor to see the amount of eye infected due to diabetes and indicate the suitable...
Proceedings Article
How Machine Learning Methods Unravel the Mystery of Bitcoin Price Predictions
Shuo Qian, Yinglai Qi
Machine learning has a wide range of applications to meet the complexity of data and various expectations for prediction types. In this study, a comprehensive review of various machine learning approaches for Bitcoin price prediction will be proposed. After examining previous research on cryptocurrency...
Proceedings Article
The Transition from Desktop Computers to Tablets: A Model for Increasing Resource Efficiency
Roland Hischier, Patrick Wäger
Sales statistics of computing devices show that users are not replacing units one by one, but rather adding additional devices to their hardware portfolios. In this paper, the authors describe the outcomes of a first attempt to quantify the ecological implications of these changes in the use of the ICT...
Proceedings Article
The Design of Control System for Water Dispenser Water Content Based on MCU
Shiyong Zheng, Zhao Li, Biqing Li
This page proposed a Water dispenser water temperature and water yield control system which used MCU AT89S52 as the core, it can be achieved heating water and monitoring water levels. To preset temperature through the input module, to detect water temperature by waterproof model DS18b20 temperature sensor...
Proceedings Article
Research Overview of Big Data in the Field of Equipment Support
Jinli Che, Liwei Tang, Shijie Deng
The arrival of the era of big data has a profound impact on the development of the society and world economy, changing people's work, life and way of thinking. With the continuous maturity of big data technology, its application in the military field will become inevitable. This paper mainly expounds...
Proceedings Article
Switching Optimal Controller For Evaporation Temperature And Superheat Of Air-Conditioning Cooling System
Linlin Zheng, Shujiang Li, Xiangdong Wang
In this paper, a 2 input-2 output dynamic lumped parameter model of the refrigeration cycle is established for residential air-conditioning equipment. Based on the nonlinear characteristics of the refrigeration system and the idea of switching control, the system model is linearized at some selected...
Proceedings Article
The Study of Vibration Phenomenon of Hard-Disk Disk
Dong-Sheng Lin, Yi-Jui Chiu
The intention of this paper is to explore the dynamic behavior of hard-disk disk. In this paper, the modal analysis of hard-disk disk simulated by ANSYS and the vibration and the resonance behavior are introduced .The results of this research could provide engineers with useful information to understand...
Proceedings Article
Psoriasis Treatment Efficiency with XeCl-excilamp
Juliya Adieva, Sergey Ponomarev, Fedor Gubarev, Evgeny Sosnin
This paper represents the result of psoriasis treatment using DBD-driven XeCl-excilamp. These experiments demonstrate the positive therapeutic effect of UV exposure. According to the results the best effect is achieved for 30 cm distance from the lamp to the exposed surface and 4 min session time. Treatment...
Proceedings Article
Comparative Study of Optimization Methods in a PM2.5 Transport Adjoint Model
Ning Li, Daosheng Wang, Xianqing Lv
This paper focuses on the practical performances of the limited-memory BFGS (L-BFGS) method and the steepest descent method (GDM-S) by an adjoint data assimilation approach. The optimization procedure of the L-BFGS method in the ideal experiments clearly shows that the parameters should be scaled to...
Proceedings Article
Population Density Prediction of Wuhan City Based on the Linear Regression Model
Cheng Wang, Yu Xia
In this paper, the problem of population density prediction of Wuhan City is studied, and a prediction model based on linear regression model is presented. Then, considering three main factors, i.e., GDP, employment quantity and completed area of housing construction, which affect the population density...
Proceedings Article
Evaluation of Idle Speed Control Method of Automotive Engine
Jianmin Sun, Fengfeng Yin, Zhiyuan Wei
Automotive Idle speed control is a landmark application of feedback control in automotive vehicles that continues to be of significant interest to automotive industry practitioners, since improved idle performance and robustness translate into better fuel economy, emissions and drivability. As the typical...
Proceedings Article
2~16GHz Distributed Broadband Amplifier
Chengpeng Liu, Guoqiang Wang
A distributed configuration for a broadband amplifier is presented in this paper. broadband amplifier has been realized by 0.2um GaAs process in ADS2011 simulator. amplifier should be designed to trade-off noise figure, gain, bandwidth, and return loss. The aims of design are to provide less ripple variation...
Proceedings Article
Internet Plus under the Environment of the Broadcast Media Development Process
Lina Ma
With the advent of the Internet Era,traditional media are more or less hit by the Internet.The development of broadcast media in "Internet plus" background,besieged by media such as network radio, APP and self media.This paper is based on the broadcast media in the "Internet plus" environment,combing...
Proceedings Article
Automatic Detection of Nasal Leak in Cleft Palate Speech Based on an Improved Group Delay Method
Xinyi Liu, Weiwei Tian, Heng Yin, Ling He
Cleft palate is a kind of congenital defect, and nasal leak is one of common symptoms in cleft palate speech. The automatic detection of nasal leak in cleft palate speech can provide a certain auxiliary basis for clinical diagnosis. Aiming at the characteristics of nasal leak in cleft palate speech,...
Proceedings Article
Multi-antenna Enabled Cluster-based Cooperation in Wireless Powered Communication Network
Li-na YUAN, Su-zhi BI, Ming-quan ZHONG, Hui WANG
In this paper, we consider a wireless powered communication network (WPCN) consisting of a multi-antenna hybrid access point (HAP) that transfers wireless energy in the downlink to wireless devices (WDs), and receives the information transmissions from the WDs in the uplink. To enhance the throughput...