Proceedings of the 3rd International Conference on Computer Science and Application Engineering最新文献

Malicious Android Application Detection Based on Composite Features 基于复合特征的Android恶意应用检测

Proceedings of the 3rd International Conference on Computer Science and Application Engineering Pub Date : 2019-10-22 DOI: 10.1145/3331453.3361664

Jingxu Xiao, Kaiyong Xu, Jialiang Duan

引用次数: 4

Units and Layers' Effects on Deep Boltzman Machines 单位和层对深度玻尔兹曼机的影响

Proceedings of the 3rd International Conference on Computer Science and Application Engineering Pub Date : 2019-10-22 DOI: 10.1145/3331453.3361289

Luhong Diao, Yang Liu, Dong Nan, Yong Qiao, Juan Peng

引用次数: 1

ScholarSeq

Proceedings of the 3rd International Conference on Computer Science and Application Engineering Pub Date : 2019-10-22 DOI: 10.1145/3331453.3362039

Yu Liu, Zhenzhao Sun, Yizhou Yan, Jing Li

{"title":"ScholarSeq","authors":"Yu Liu, Zhenzhao Sun, Yizhou Yan, Jing Li","doi":"10.1145/3331453.3362039","DOIUrl":"https://doi.org/10.1145/3331453.3362039","url":null,"abstract":"H-sequence, as the time evolution of h-index, is a promising approach to evaluating a scholar's performance throughout his entire career. However, the lack of benchmark dataset that could be used to compare and evaluate various new and existing h-sequence methods has limited the development of h-sequence or other time series indicators. In order to solve this problem, we have crawled about 7,276,970 papers in computer science field. After that, we find the most cited papers t that could identify out 200 top scientists and 50 ordinary scientists. Finally, we construct a benchmark dataset called ScholarSeq which contains information of 150 particular scholars who are major in computer science field. The dataset includes 37,900 papers published by these authors and 3,263,813 citing papers. ScholarSeq provides citation counts in each individual year for each paper, which can be applied to various academic career impact assessments based on time sequence such as h-sequence. Furthermore, it is of great significance that we package the dataset in paper-time matrices so that informetricians can easily get access to and study various innovative sequences of impact measures. In order to illustrate how to use ScholarSeq, we apply the dataset to analyze 4 state-of-the-arts h-sequence methods. Moreover, we have shared source codes, entire dataset and many other files on our website at http://scholarseq.beyondcloud.cn/.","PeriodicalId":162067,"journal":{"name":"Proceedings of the 3rd International Conference on Computer Science and Application Engineering","volume":"2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-10-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122415243","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Discovering Research Teams from Scientific Papers and Patents 从科学论文和专利中发现研究团队

Proceedings of the 3rd International Conference on Computer Science and Application Engineering Pub Date : 2019-10-22 DOI: 10.1145/3331453.3362040

H. Han, Xiaorui Zhai, Jingpeng Han, Yaxin Ran

引用次数: 0

Long Term Healthcare System for Elders by Using Internet of Things with Big Data 基于物联网和大数据的老年人长期医疗体系

Proceedings of the 3rd International Conference on Computer Science and Application Engineering Pub Date : 2019-10-22 DOI: 10.1145/3331453.3362042

Ching-Lung Lin, H. Lin, Shu-Chi Lin, Yung-Te Liu

引用次数: 0

A Scientometric Review of Research Evolution in Digital Forensics 数字取证研究演变的科学计量学回顾

Proceedings of the 3rd International Conference on Computer Science and Application Engineering Pub Date : 2019-10-22 DOI: 10.1145/3331453.3362055

Guihuang Jiang, Chenguang Li

{"title":"A Scientometric Review of Research Evolution in Digital Forensics","authors":"Guihuang Jiang, Chenguang Li","doi":"10.1145/3331453.3362055","DOIUrl":"https://doi.org/10.1145/3331453.3362055","url":null,"abstract":"In this paper, we reviewed the scientific literature of digital forensics between 1990 to 2019. The visualized charts of keyword cloud, surging keywords and co-citation networks were generated by CiteSpace V. Based on the analysis, it was found that: (1) the research contents of digital forensics are focused on eight aspects. They are basic theory and methods, physical equipment and forensic methods, image forgery identification, file recovery and data extraction, smart phones and social network forensics, case-based forensics and crime forensics, automatic identification technology and tools, cloud computing and cloud forensics. (2) The research evolutional paths were followed by storage media, image forensics technologies, data recovery technologies, encryption and decryption technologies, human and social characteristics. (3) The breakthrough of image forgery identification technology accelerated the development of digital forensics; smart phone and social network forensics and automated forensics technologies bring important paradigm shift; in the future, automatic forensics and cloud forensics will be hot research directions.","PeriodicalId":162067,"journal":{"name":"Proceedings of the 3rd International Conference on Computer Science and Application Engineering","volume":"71 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-10-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130137051","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 2

An Improved Algorithm for Solving Scheduling Problems by Combining Generative Adversarial Network with Evolutionary Algorithms 生成对抗网络与进化算法结合求解调度问题的改进算法

Proceedings of the 3rd International Conference on Computer Science and Application Engineering Pub Date : 2019-10-22 DOI: 10.1145/3331453.3361639

Menghui Chen, Ruiran Yu, Shengjian Xu, Yifei Luo, Zhihua Yu

{"title":"An Improved Algorithm for Solving Scheduling Problems by Combining Generative Adversarial Network with Evolutionary Algorithms","authors":"Menghui Chen, Ruiran Yu, Shengjian Xu, Yifei Luo, Zhihua Yu","doi":"10.1145/3331453.3361639","DOIUrl":"https://doi.org/10.1145/3331453.3361639","url":null,"abstract":"With1 the continuous application of evolutionary algorithms in various combinatorial optimization problems, the traditional evolutionary algorithms are prone to premature convergence and fall into local optimization solutions as the complexity of the problems increases. To solve this problem, this paper proposes a hybrid algorithm combining the Generative adversarial nets (GAN) and Genetic Algorithm (GA). The algorithm is based on Genetic Algorithm and introducted the GAN sample as another sample to the generated model. The algorithm expected more abundant sample information through GAN mining, got the advantage of sample training GAN through the GA. It makes GAN learn from the edge of sample information, which can generate more advantages of samples. The generated sample is injected into the evolution of the next generation, increasing the diversity of samples and increasing the opportunity to find the optimal solution. In this paper, the hybrid algorithm is used to solve the Permutation Flow Shop Problem to verify the algorithm's solution ability. Experimental results show that the hybrid algorithm can avoid premature local optimal solution compared with the traditional evolutionary algorithm.","PeriodicalId":162067,"journal":{"name":"Proceedings of the 3rd International Conference on Computer Science and Application Engineering","volume":"53 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-10-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134084589","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 7

Opinion Dynamics on Evolving Complex Networks with Explosive Suppression 基于爆炸抑制的演化复杂网络的意见动态

Proceedings of the 3rd International Conference on Computer Science and Application Engineering Pub Date : 2019-10-22 DOI: 10.1145/3331453.3362062

Wenting Wang, Xingxing Zhou, Fuzhong Chen

引用次数: 0

Designing a Congestion Pricing System with the Help of the Intelligent Transportation Based on the Internets of Things 基于物联网的智能交通拥堵收费系统设计

Proceedings of the 3rd International Conference on Computer Science and Application Engineering Pub Date : 2019-10-22 DOI: 10.1145/3331453.3360967

Peng Wang, Bingkun Lu, Ruiwen Liu, Cong-Shun Wang

{"title":"Designing a Congestion Pricing System with the Help of the Intelligent Transportation Based on the Internets of Things","authors":"Peng Wang, Bingkun Lu, Ruiwen Liu, Cong-Shun Wang","doi":"10.1145/3331453.3360967","DOIUrl":"https://doi.org/10.1145/3331453.3360967","url":null,"abstract":"With the traffic congestion in Beijing further expanding, the traffic situation is suffering the same problem nationwide. Despite introducing multiple measures to reduce congestion, including limiting car purchases and raising parking fees, the problem has not eased. The introduction of the Intelligent Transportation systems can help to contain the expansion of traffic congestion. Intelligent Transportation systems provide traffic management authorities with the most up-to-date information about the traffic situation. This paper first clarifies the traffic congestion severity of the study area in Beijing, and then analyzes the congestion pricing models in China, Singapore, London and Stockholm respectively, and points out that China's congestion pricing is still in the demonstration stage. Then, from the perspective of technical analysis and charging patterns, this paper compares the operation methods of the four major types of toll collection systems used in the above regions. Based on the large area and population of Beijing and the numerous vehicles, the combination of The ETC-based Multi-Lane Free Flow System and Vehicle License Plate Recognition (VLPR)should be used. Then, this paper gives the general framework of the congestion pricing system, and clarifies its charging collection method, charging area, charging period and charging objective. Finally, considering the reliability, stability, anti-interference, compatibility and expansion capabilities of the system, this paper considers TS3203 / 10B system of the Swedish manufacturer Combitech AS to be the most suitable.","PeriodicalId":162067,"journal":{"name":"Proceedings of the 3rd International Conference on Computer Science and Application Engineering","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-10-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131219226","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Enabling Smart Collaboration with Smart University Services 通过智能大学服务实现智能协作

Proceedings of the 3rd International Conference on Computer Science and Application Engineering Pub Date : 2019-10-22 DOI: 10.1145/3331453.3361311

Ouidad Akhrif, Y. Idrissi, N. Hmina

引用次数: 2