bluuebunny/crossref_metadata_2025_split huggingface dataset:
Research on Plant Leaf Disease Identification Based on Transfer Learning Algorithm
Authors: Jiang Han , Xue Zhi Peng , Guo Yan 
Published: July 2020

Abstract
Plant disease is one of the important threat factors that hinder the normal growth and development of plants. The intelligent identification of plant disease species has become increasingly important in the agricultural field. In This paper, the open-source data set including Black rot, bacterial spot, rust, and healthy leaves are used to train the ResNet model. And the transfer learning algorithm is applied on ResNet to establish a plant disease recognition model with good versatility and high training efficiency. The experiment results show that the disease identification accuracy of the transfer learning model is 83.75%, which is much higher than that of the traditional ResNet-101 model. Therefore, the plant disease recognition model based on transfer learning algorithm is highly feasible.
A Decision-making Method for Self-driving Based on Deep Reinforcement Learning
Authors: Ke Pang , Yanxin Zhang , Chenkun Yin 
Published: July 2020

Abstract
L5-level autonomous driving is the development trend of the future in the automotive industry, and the realization of autonomous driving through deep reinforcement learning algorithms are one of the research directions. Soft Actor-Critic the algorithm adds the maximum entropy term to the original deep reinforcement learning the objective function, and it shows great advantages in continuous control problems. Here, based on the open-source platform TORCS, this algorithm will be used to conduct automatic driving simulation experiments, design a reasonable reward function, add relevant constraints, use vehicle radar sensor information to make automatic driving decisions, and compare experiments with the Deep Deterministic Policy Gradient Algorithm. SAC can effectively extend training time, improve stability, and improve generalization ability.
Desensitization and Cleaning Technology of CT Image of Parotid Tumor based on DICOM
Authors: Yuan Jiantin , Zhang Wenqiang , Wu Wei , Lv Xiaoyi , Bai Xue , Chen Chen , Hong Yue 
Published: July 2020

Abstract
CT image data are widely used in model training and data mining in the fields of medical image processing and medical big data analysis. Sensitive information on the data set needs to be desensitized before use. Traditional CT image data desensitization often wipe Remove most of the patient’s identification information. The data has not been cleaned, and the quality and analytical value of the data can’t be guaranteed after desensitization. In order to solve the privacy protection and data quality problems of DICOM-based image datasets during use, this paper uses symmetric encryption, numerical transformation and invalidation desensitization strategies to desensitize CT images of parotid tumor CT images based on DICOM. The desensitized encrypted data are decrypted to determine the true identity of the patient for data cleaning. Data cleaning is performed on the desensitized and decrypted data according to the formulated process. While meeting the desensitization standard to protect the privacy and safety of patients, the method of this paper greatly guarantees the quality, statistical characteristics and analytical value of the desensitized data set, and provide a feasible solution to the safe use and quality control of CT image data sets in the future.
Open Information Extraction for Waste Incineration NIMBY based on Bert Network in China
Authors: Xinwei Wang , Hui Zhou 
Published: July 2020

Abstract
Unstructured data makes it difficult to build the emergency knowledge base. Information extraction can help people get structured information faster and more accurately. In this paper, a method of information extraction based on Bert neural network is proposed, which can extract information from the Chinese open text of Waste Incineration NIMBY. It provides a scientific scheme for the construction of a structured knowledge base of Waste Incineration NIMBY, so as to provide auxiliary decision-making for solving the conflict of Waste Incineration NIMBY. Experiments show that the precision rate, recall rate and F-value of the information extraction can reach 91% by using the Bert network, which basically meets the requirements of building a structured knowledge base of Waste Incineration NIMBY.
A Neural Network based Frequency-domain Design Method for the Optimal Fractional Order PI
λ
D
μ
Controller
Authors: Zheng Weijia , Luo Ying , Chen YangQuan 
Published: July 2020

Abstract
A neural network (NN) based frequency-domain design method for the optimal PI
λ
D
μ
controller is proposed in this paper, dividing the tuning process of the PI
λ
D
μ
controller into two steps: the fractional orders of the controller are estimated by the NN based estimation models, and other controller parameters are calculated analytically using a modified frequency-domain method. A practical application of the proposed method on the permanent magnet synchronous motor (PMSM) speed control problem is studied. Motor speed control simulation is performed to verify the gain robustness, step response performance and anti-load disturbance performance of the obtained control system. Comparison with the typical frequency-domain method is performed and then the advantage of the proposed method is demonstrated.
Constraint Handling Methods for Resource-Constrained Robotic Disassembly Line Balancing Problem
Authors: Fang Yilin , Xu Hongliang 
Published: July 2020

Abstract
In this paper, we analysed a resource-constrained robotic disassembly line balancing problem (RCDLBP), which was significantly different from traditional DLBP for the robots will consume a certain amount units of resources when performing disassembly tasks. These resources could be some scarce disassembly tools or the oil and electricity to support the normal work of robots. A mathematical model of RCDLBP which considering an additional resource constraint and simultaneously minimizes the cycle time and the number of robots used was proposed in this research. Based on the mathematical model and three constraint handling methods which integrated with multi-objective evolutionary algorithm based on decomposition (MOEA/D), we performed experiments on 16 test cases. The initial population feasible ratio of all test instances ranges from 99.99% to 0.34%. Results show that as the initial population feasible ratio gradually decreases, the search capabilities of different constraint handling methods changed dramatically.
Research on Capability Optimization of High Maneuvering Combat Force Based on Mission Completion Quality
Authors: Liu Qian , Lu Yunjun , Zhang Bin , Jin Yiqiao 
Published: July 2020

Abstract
In order to optimize the capability of high maneuvering combat force, considering the non-measurability of capability, a capability optimization method based on mission completion quality is proposed in this paper. In this method, the capability optimization objective is replaced by the mission completion quality, and the quality is measured by the mission completion success rate and the mission completion cost. The optimal solution set which is the path with highest success rate and lowest cost is obtained based on the improved NSGA-II. In light of the cost value of each path in this solution set, the solution has various optimization directions. Based on the actual requirements of mission, decision maker can select one from optimal solution set. Thus, the capability of high maneuvering combat force is optimized.
Realization of MATLAB Model Callaborative Simulation in Hopsan Environment based on Hopsan Framework
Authors: Nanbo Xu 
Published: July 2020

Abstract
The design and simulation process of complex system is accelerated because of the general application of model-based system engineering method in industry. But new challenges arise along with it, such as joint simulation of multi-physical-domain models. Only by considering the coupling relationship among the physical domains, especially the Cyber-physical systems (CPS), can the simulation result be more consistent with the actual system so that can provide guidance for product design and manufacturing.
Heterogeneous model is the key to solve the problem of multi-physical-domain coupling simulation [1]. Using tools integration[2] and semantic integration[3] are two mainly ways. Although the literature points out that using tools integration is challenging, the advantages of open source software integration at the source level make it possible for Hopsan software to realize joint simulation of heterogeneous models. This paper describes how to inherit a new one from the component class of Hopsan to realize the functions of second encapsulation of MATLAB model in the current Hopsan environment, the block diagram representation in the simulation schematic diagram, model scheduling in the simulation process, data input, output processing and data transmission, etc.
Research on Flocculation and Sedimentation Characteristics of Extremely Fine Coal Slime Based on Computer PID Algorithm
Authors: Wang Aiqing 
Published: July 2020

Abstract
Coal slime water treatment is a very important process in coal preparation plant, its treatment effect directly affects the reuse of washing water and closed-circuit circulation index, and on the other links of coal preparation plant such as separation efficiency, the number of product quality index has a great impact, and even restricts the economic and social benefits of an important system. Based on improved grey prediction fuzzy control principle, an improved slurry flocculating settling process of feed forward and feedback control strategy, the improvement is: using fuzzy algorithm to replace the current use of conventional fuzzy control algorithm, namely according to the online setting parameters of fuzzy rules, both to overcome the difficult to eliminate the steady-state error and fuzzy control to realize accurate control weaknesses, and overcome the difficulty of parameter setting, make them form a complementary advantages. Therefore, it is of great significance to study advanced control method and improve control effect in coal preparation plant.
The Application Analysis of the French Horn in Chinese Symphony Based on Fusion Features by Computer Aided Technique
Authors: Lv Bin 
Published: July 2020

Abstract
With the further deepening of reform and opening up, China has gradually begun to study the horn. The horn, with its unique charm, integrates woodwind instruments with brass instruments and becomes a complete art. In this paper, the application of the French horn based on fusion features in Chinese symphonies is analyzed by computer aided technique. It further shows that the French horn plays an important role in Chinese symphonies.
Key Techniques of Tertiary Oil Recovery in Medium and Low Permeability Reservoirs Based on Computer Display Technology
Authors: Li DangYuan 
Published: July 2020

Abstract
Oil is a kind of non-renewable energy. Our demand for oil is on the increase. With the continuous exploitation of oil resources, China’s oil reserves gradually decrease. As a result, China imports a lot of crude oil every year. With the exploitation of oil, China’s large oil fields will gradually dry up, which requires China to develop medium and low permeability reservoirs. However, there are many difficulties in the development of medium and low permeability reservoirs, such as dense matrix, complex fracture system and low permeability, which will lead to low recovery. With the development of science and technology and the combination of computer technology, eor technology has gradually matured and can be used in low and medium permeability reservoirs. In this paper, the technology of eor is analyzed firstly. Then, according to the characteristics of low and medium permeability reservoirs shown by the computer, the fracturing, percolation, enhanced oil recovery technology and microbial oil displacement technology are analyzed to better develop low and medium permeability reservoirs.
Research on the Influence of Lifelong Sports Consciousness on College Students’ Happiness Based on Computer Mathematical Model
Authors: Zhang Fan , Hu Yingyue 
Published: July 2020

Abstract

Objective: To explore the changes of college students’ lifelong sports consciousness before and after community interaction by using computer technology. Method: Research object and content. Five hundred students from three colleges and universities in Fujian Province were selected as the objects of investigation. 512 questionnaires were sent out and 500 were collected. T-check and Pearson check use computer technology to comprehensively analyze the collected data. Result: With the development of interactive sports activities between colleges and communities, the sports mode and consumption structure of college students have undergone profound changes. Conclusion: Community interaction is of positive significance to the cultivation of College Students’ lifelong sports consciousness.
The Theoretical Framework Based on Network and the Research of “Three Parts Method” of Accounting Information Distortion in Digital Processing
Authors: Zhao Feng 
Published: July 2020

Abstract
The distortion of accounting information is an international problem. It is also a historical legacy. It is an important problem that all countries in the world need to study and solve at present. As an accountant, we should pay attention to this problem and try our best to solve it. According to the reason of accounting information distortion, this paper puts forward the method of accounting information distortion by three parts. It divides the distortion of accounting information into regular distortion, illegal distortion and behavioral distortion. This paper analyzes the different reasons of three ways of information distortion from the perspectives of accounting domain order, information asymmetry and human finiteness. This paper discusses the relationship among the three ways of distortion and puts forward the corresponding countermeasures.
Logic Writing of Chinese Declarative Sentences Relying on Marked Verb Matching Lambek Checking Algorithm
Authors: Wang Fengying 
Published: July 2020

Abstract
Natural language processing is an emerging discipline and a rapidly developing discipline. The development of natural language processing technology is full of opportunities and challenges, difficulties and frustrations. The establishment of various models and the proposal of various methods have brought vitality to natural language processing; although current systems such as machine translation and speech recognition are still in The immature stage, but the increasingly widespread application of natural language processing, proves its important position in the computer field and even the entire scientific and technological field. By using the marked verb matching Lambek check algorithm, I believe that in the near future, logical sentence writing and processing will have a brighter future.
Application of Computer Information Management Technology in Network Security
Authors: Shi Guoxing 
Published: July 2020

Abstract
With the continuous development of network information technology, people in our country use mobile phones, computers and other communication equipment will generate a lot of data information, companies want to use this information, they must manage this information. The most commonly used information management technology is computer information management technology, which can not only learn to store information effectively but also analyze information in many ways. Through analysis of the characteristics and development status of computer information management technology, we put forward plans to continuously improve the security of computer information management technology in the application of computer information management technology in information management.
Wafer Level Chip Packaging Technology Based on Computer Aided Technology
Authors: Qin Le , Li Hailin 
Published: July 2020

Abstract
Wafer level packaging technology, as an advanced packaging technology with high maturity and wide application, has been widely used in portable products such as mobile communication. This paper mainly introduces two kinds of wafer level chip scale package forms, fan in and fan out, introduces the whole process of fan-out wafer level package and finally looks into the future development trend of wafer level chip scale package technology.
A Feasibility Data Study on the Necessity of Ideological and Political Education in College English Courses Based on Computer Technology
Authors: Wu HaiXia , Li Yan , Dong Sisi 
Published: July 2020

Abstract
Under the background of economic globalization, social informatization and cultural diversity, ideological and political education in colleges and universities is facing new challenges. Ideological and political education in colleges and universities is not only the work of ideological and political teachers, but also the responsibility and obligation of all teachers and workers. The development of computer provides a breakthrough for its development. As a national college English course with many class hours, long class hours, wide coverage, strong faculty and high social concern, it should also shoulder the important task of ideological and political education in colleges and universities. The use of computer technology to carry out relevant data on molecules. On the basis of analyzing the feasibility of extending college English to ideological and political education, this paper puts forward the ideas, contents, methods and approaches of college English course innovation, so as to achieve the goal of curriculum coordination, whole-course education and comprehensive education.
RETRACTED: Research on the Development and Promotion Strategies of Diversified Professional Development Based on Computer Network Technology
Authors: Cao Haiying , Chi Yanqin 
Published: July 2020

Abstract
With the progress and development of the society, the society needs more computer network talents to adapt to the development of the society. However, due to the disadvantages of various aspects of development, the network computer talents trained by colleges and universities cannot meet the market demand, resulting in the employment difficulties of some students. The main reason is that many colleges and universities cannot meet the needs of society. At present, great changes have taken place in the general education model and discipline model of vocational education in China, and new attempts have been made to combine work with study, production with teaching in practice. The existing experience shows that school-enterprise cooperation is the only way for the reform and development of secondary vocational schools. However, with the rapid development of the social situation, the original simple school-enterprise cooperation model has shown its limitations. How to continue to give play to the great role of school-enterprise cooperation and deepen school-enterprise cooperation is the choice of many higher vocational colleges in China, and shows certain advantages. At present, great changes have taken place in the general education model and discipline model of vocational education in China, and new attempts have been made to combine work with study, production with teaching in practice. The existing experience shows that school-enterprise cooperation is the only way for the reform and development of secondary vocational schools. However, with the rapid development of the social situation, the original simple school-enterprise cooperation model has shown its limitations. How to continue to give play to the great role of school-enterprise cooperation and deepen school-enterprise cooperation is the choice of many higher vocational colleges in China, and shows certain advantages[1].
University Enterprise Innovation Cooperation Platform Construction Considering Computer Multi-dimensional Dynamic Innovation Mode
Authors: Liu HongWei 
Published: July 2020

Abstract
The construction of college students’ entrepreneurship and innovation model, through the construction of school-enterprise cooperation platform and other forms, has important practical significance for promoting college students’ employment, alleviating the pressure of social employment, and improving the enthusiasm and success rate of college students’ entrepreneurship and innovation. This paper first analyzes the mechanism of college students’ entrepreneurship and innovation based on computer multidimensional dynamic innovation model, then studies the importance of influencing factors of college students’ entrepreneurship and innovation, and finally gives the school enterprise cooperation platform construction strategy of entrepreneurship and innovation based on computer multidimensional dynamic innovation model.
Live Detection Technology of SF6 Equipment Based on Computer Aided Laser Imaging Technology
Authors: Tan Huayong 
Published: July 2020

Abstract
To overcome the limitations of traditional methods for detecting gas leakage for SF6 equipment, such as staff safety being endangered and poor reliability of power supply, this paper introduces the laser imaging technology for gas live detection of SF6 equipment. Through discussing an example of SF6 gas leakage detection, it is shown that the SF6 gas leakage detection method based on computer aided laser imaging technology can be long-distance live detection, and can determine the SF6 gas leakage point safely, quickly and efficiently[1]. It guarantees the safety of personnel, improves the efficiency of maintenance, reduces the time of power failure, and improves the reliability of power supply.
The Construction of College English Network Technique Platform Based on Computer Aided System
Authors: Lin Huizhen 
Published: July 2020

Abstract
With the progress of computer technology and the prosperity of information age, the society has higher and higher requirements for English learners. Due to the limitation of English standard, many university students’ employment problems become more serious. This situation poses a greater challenge to university English technique. What we should do to improve the efficiency of university students’ English instruction has become a major concern in academia. At present, the establishment of College English network online technique platform has improved the passion of university students to learn English. Researchers found that online technique platform can help students improve their English level. This paper carefully studies the establishment of College English online teaching terrace under the background of computer-aided system, and finally comes to a conclusion.
Thoughts on the Construction of Power System Based on Computer Simulation Technology
Authors: Huo Huizhi 
Published: July 2020

Abstract
In the power system, experiment is one of the most critical components. In the past experimental work, because of the inability to master the equipment, limited hands-on ability, lack of experimental steps and experimental ideas, many experiments could not be successfully completed, electronic and electrical experiments are the key to relevant personnel to improve their practical ability way. If it is a mistake in the experiment, it will cause damage to the equipment and it will also endanger the safety of the experimenters. Therefore, the use of simulation technology in experiments is of great significance. Therefore, it is of practical significance to analyze the electronic and electrical experiment simulation technology.