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Proceedings of the 2018 10th International Conference on Computer and Automation Engineering最新文献

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Objective Variation Network Simplex Algorithm for Concave Continuous Piecewise Linear Network Flow Problems 目的变分网络单纯形算法求解凹连续分段线性网络流问题
Proceedings of the 2018 10th International Conference on Computer and Automation Engineering Pub Date : 2018-02-24 DOI: 10.1145/3192975.3192978
Y. Bai, Zhiming Xu, Zhibin Nie, Shuning Wang
{"title":"Objective Variation Network Simplex Algorithm for Concave Continuous Piecewise Linear Network Flow Problems","authors":"Y. Bai, Zhiming Xu, Zhibin Nie, Shuning Wang","doi":"10.1145/3192975.3192978","DOIUrl":"https://doi.org/10.1145/3192975.3192978","url":null,"abstract":"In this work, an efficient algorithm is developed for the local optimization of Concave Continuous Piecewise Linear Network Flow Problems (CCPLNFP) with network constraints. Inspired by the piecewise linearity and concavity of the cost functions in CCPLNFP, we propose an Objective Variation Network Simplex Algorithm (OVNSA) based on a network simplex method (NSM), which derives a locally optimal solution. For large-scale problems, OVNSA fails to obtain a local minimum within acceptable computation time. Hence, we propose a Modified Objective Variation Network Simplex Algorithm (MOVNSA), which provides a sub-optimal solution within reasonable computation time. Numerical experiments show high efficiency of the proposed algorithms compared with two relevant algorithms on random test problems.","PeriodicalId":128533,"journal":{"name":"Proceedings of the 2018 10th International Conference on Computer and Automation Engineering","volume":"16 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-02-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114323149","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
Mining Utility Association Rules 矿业公用事业协会规则
Proceedings of the 2018 10th International Conference on Computer and Automation Engineering Pub Date : 2018-02-24 DOI: 10.1145/3192975.3192987
Yue-Shi Lee, Show-Jane Yen
{"title":"Mining Utility Association Rules","authors":"Yue-Shi Lee, Show-Jane Yen","doi":"10.1145/3192975.3192987","DOIUrl":"https://doi.org/10.1145/3192975.3192987","url":null,"abstract":"Mining high utility itemset is to find the itemsets that can bring higher profits to the company, which considers both of the profits and purchased quantities for the items. However, from the high utility itemsets, we cannot know what products should be recommended to the customer such that the profit can be increased when he/she bought some products. Therefore, we propose the definition of the utility association rules and proposes some approaches for mining utility association rules. According to the utility association rules, the company can clearly understand what products should be recommended to the customers when they purchased some items, such that the company can obtain greater benefits. Because there is no previous research on mining utility association rules, we only evaluate the performances of our proposed approaches for mining utility association rules.","PeriodicalId":128533,"journal":{"name":"Proceedings of the 2018 10th International Conference on Computer and Automation Engineering","volume":"285 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-02-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133989034","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
An Improved Fuzzy Test of Industrial Control System 一种改进的工业控制系统模糊测试方法
Proceedings of the 2018 10th International Conference on Computer and Automation Engineering Pub Date : 2018-02-24 DOI: 10.1145/3192975.3193005
Binhe Zhou, Qi Li, Bowen Sun, Yuangang Yao
{"title":"An Improved Fuzzy Test of Industrial Control System","authors":"Binhe Zhou, Qi Li, Bowen Sun, Yuangang Yao","doi":"10.1145/3192975.3193005","DOIUrl":"https://doi.org/10.1145/3192975.3193005","url":null,"abstract":"At present, fuzzy test is one of the most common ways of software vulnerability mining. However, the pertinence of traditional fuzzy test is not strong enough, the coverage is too low. The traditional fuzzy test can't meet the demand of the safety requirements of industrial control systems. This paper is aimed at the characteristics of industrial terminal equipment. We use genetic algorithm to design variation function and improve the memory fuzzy test to detect vulnerabilities. Based on this paper, we can effectively implement the new vulnerability mining system for industrial control system terminal, and greatly shorten the excavation time.","PeriodicalId":128533,"journal":{"name":"Proceedings of the 2018 10th International Conference on Computer and Automation Engineering","volume":"111 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-02-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124110094","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: 1
Augmented Reality Technology for Highway Construction Project Delivery 公路建设项目交付中的增强现实技术
Proceedings of the 2018 10th International Conference on Computer and Automation Engineering Pub Date : 2018-02-24 DOI: 10.1145/3192975.3193024
K. Korkmaz, E. Tanbour
{"title":"Augmented Reality Technology for Highway Construction Project Delivery","authors":"K. Korkmaz, E. Tanbour","doi":"10.1145/3192975.3193024","DOIUrl":"https://doi.org/10.1145/3192975.3193024","url":null,"abstract":"Highway systems in the US are integrated with various dynamic components and parameters as part of current transportation and infrastructure systems. The transportation system involves a huge investment in all over the country which is currently a hot topic. In highway projects, there are various phases as design, construction, maintenance, rehabilitation, and demolition. Integration of these activities is important for successful project delivery. In between these phases, there is a need to support all these activities through the integration of new technology such as Augmented Reality. Complex processes such as quality assurance issues, communications among project participants and management of highway infrastructure assets will be easier to complete and manipulate with implementation of Augmented Reality. Augmented Reality has a potential to reduce the construction cost, improve the delivery time, and assist with overall management of a construction project. In the present paper, implementation of Augmented Reality is given for bridge construction as a part of transportation systems. The research utilizes the Virtual and Augmented Reality laboratory at Eastern Michigan University. A representative bridge was modelled with Augmented Reality and Virtual Reality model was created for the representative model. The bridge model shows an effective implementation of Augmented Reality in highway construction project delivery.","PeriodicalId":128533,"journal":{"name":"Proceedings of the 2018 10th International Conference on Computer and Automation Engineering","volume":"6 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-02-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124260332","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
Design and Application of Transportation Standardization Management System 交通标准化管理系统的设计与应用
Proceedings of the 2018 10th International Conference on Computer and Automation Engineering Pub Date : 2018-02-24 DOI: 10.1145/3192975.3192999
Xin Shi
{"title":"Design and Application of Transportation Standardization Management System","authors":"Xin Shi","doi":"10.1145/3192975.3192999","DOIUrl":"https://doi.org/10.1145/3192975.3192999","url":null,"abstract":"Standardization of the transport industry is an important cornerstone of the standardization of development. Its management informationizing is essential to expand the understanding of industry in current situation, strengthen the management of the Commission, and assess work. Through the analysis of the characteristics of all links of standardized transportation management, this paper defines the demand of the information management of standardized transportation, and designs the \"transportation industry standard management system\", which tries to realize the development of transportation standard plan, revision of standard system, implementation of supervision and review the whole process of network and information management. It not only provides a timely and accurate understanding of the transport standards and standardization of the work platform for the standard participating units and the public but also promotes the sharing of standard resources to improve transparency and credibility of the revised standard of transport, and the efficiency of transport standardization management, thus supports the development of transport standardization.","PeriodicalId":128533,"journal":{"name":"Proceedings of the 2018 10th International Conference on Computer and Automation Engineering","volume":"53 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-02-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131981621","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
Scale Adaptive Dense Structural Learning for Visual Object Tracking 视觉目标跟踪的尺度自适应密集结构学习
Proceedings of the 2018 10th International Conference on Computer and Automation Engineering Pub Date : 2018-02-24 DOI: 10.1145/3192975.3192993
Xianguo Yu, Qifeng Yu, Hongliang Zhang
{"title":"Scale Adaptive Dense Structural Learning for Visual Object Tracking","authors":"Xianguo Yu, Qifeng Yu, Hongliang Zhang","doi":"10.1145/3192975.3192993","DOIUrl":"https://doi.org/10.1145/3192975.3192993","url":null,"abstract":"Object tracking has long been a hot topic in computer vision. However, existing trackers are still too far away from solving the visual tracking problem because of their limited robustness, inadequate precision and low efficiency. The correlation filters are able to acquire high speed as well as moderate tracking performance. However, they fail to deal with fast motion. Recent advantages on dense structural learning based tracking algorithms suggest new solutions to the tracking problem. In this paper, we combine an online structural learner with correlation filters for robust and accurate tracking. The proposed method is composed of two components. First, we search the target translation parameter in a large range by a structural classifier. Second, we estimate the target scale with a discriminatively trained correlation filter. The proposed tracker is then exhaustively experimented on a latest UAV (Unmanned Aerial Vehicle) dataset with 123 low framerate and highly challenging videos. We show superior tracking performance against 13 other trackers on the dataset.","PeriodicalId":128533,"journal":{"name":"Proceedings of the 2018 10th International Conference on Computer and Automation Engineering","volume":"208 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-02-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132011027","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
Survey: Big Data Application in Biomedical Research 调查:大数据在生物医学研究中的应用
Proceedings of the 2018 10th International Conference on Computer and Automation Engineering Pub Date : 2018-02-24 DOI: 10.1145/3192975.3192986
Yvonne Bachiller, P. Busch, M. Kavakli, Len Hamey
{"title":"Survey: Big Data Application in Biomedical Research","authors":"Yvonne Bachiller, P. Busch, M. Kavakli, Len Hamey","doi":"10.1145/3192975.3192986","DOIUrl":"https://doi.org/10.1145/3192975.3192986","url":null,"abstract":"In recent years, the emergence of diverse applications created a plethora of data and immense sources that can be applied in varying areas of the industry worldwide escalating its capabilities including biomedicine. Subsequently, analytical tools loomed to leverage the availability of massive data to analyze and elicit meaningful information to improve biomedical research and enhance healthcare systems. Algorithms applied in these analytical tools supplements the prognosis of diseases and personalized treatment of fatal diseases. This survey will evaluate algorithms used in bio medical research for personalized precision medicine, dissect the characteristics that made breakthrough in improving the efficiency of the analytical tool and identify the possible applicability in other diseases. It will focus on the machine learning and deep learning algorithms, both supervised and unsupervised that is applied in terminal diseases.","PeriodicalId":128533,"journal":{"name":"Proceedings of the 2018 10th International Conference on Computer and Automation Engineering","volume":"55 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-02-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128838708","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: 1
Enhanced Cross-Entropy Based Stopping Criteria at Low Signal-to-Noise Ratio Regions 低信噪比区域增强的基于交叉熵的停车准则
Proceedings of the 2018 10th International Conference on Computer and Automation Engineering Pub Date : 2018-02-24 DOI: 10.1145/3192975.3193001
M. Ibrahim, R. Mohamad, N. M. Anas
{"title":"Enhanced Cross-Entropy Based Stopping Criteria at Low Signal-to-Noise Ratio Regions","authors":"M. Ibrahim, R. Mohamad, N. M. Anas","doi":"10.1145/3192975.3193001","DOIUrl":"https://doi.org/10.1145/3192975.3193001","url":null,"abstract":"This paper presents an enhancement of Cross-Entropy (CE)-based stopping criteria at a low signal-to-noise ratios (SNRs) region. The existing CE-based stopping criteria fail to stop the iteration and cause the maximum iteration at low SNRs. Intuitively, this work enhances the CE stopping criterion by combining with the Average-Entropy (AE) stopping criteria. The work also proposes a set of a stopping rule to distinguish the SNR between low and high region. These approaches are then thoroughly analyses in terms of the required average iteration number (AIN), as well as its bit-error-rate (BER) performance. The simulation results show that the enhanced CE able to reduce the AIN compared to existing CE-based stopping criteria while the BER is maintained. Hence, the enhanced CE-based stopping criterion make the decoder more efficient, in terms of reduction in the time delay while increasing turbo codes performance.","PeriodicalId":128533,"journal":{"name":"Proceedings of the 2018 10th International Conference on Computer and Automation Engineering","volume":"17 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-02-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122259297","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
Adaptive Deactivation of Subcarriers for OFDM based Cognitive Radio 基于OFDM认知无线电的子载波自适应失活
Proceedings of the 2018 10th International Conference on Computer and Automation Engineering Pub Date : 2018-02-24 DOI: 10.1145/3192975.3193008
Won-Seok Lee, Jae-Hyun Ro, Hyoung-Kyu Song
{"title":"Adaptive Deactivation of Subcarriers for OFDM based Cognitive Radio","authors":"Won-Seok Lee, Jae-Hyun Ro, Hyoung-Kyu Song","doi":"10.1145/3192975.3193008","DOIUrl":"https://doi.org/10.1145/3192975.3193008","url":null,"abstract":"In this paper, an adaptive deactivation method for secondary user (SU) subcarriers is proposed. The deactivation method is applied to reverse link since the receiver uses same cognitive radio (CR) parameters for receiving signals in the reverse link. The proposed method protects the primary user (PU) bands from out of bound (OOB) interference of subcarriers allocated to SUs in the reverse link. The method can be used to prevent the continuous degradation of communication performance by notifying need for reconfiguration to the receiver. In the simulation results, comparison of total interference with a fixed deactivation method is shown.","PeriodicalId":128533,"journal":{"name":"Proceedings of the 2018 10th International Conference on Computer and Automation Engineering","volume":"64 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-02-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115006257","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
Performance Analysis of the Cyclic-periodogram-based Signal Detector in Cognitive Radio 基于周期-周期图的认知无线电信号检测器性能分析
Proceedings of the 2018 10th International Conference on Computer and Automation Engineering Pub Date : 2018-02-24 DOI: 10.1145/3192975.3193015
Geun-Ho Park, Young-Kwang Seo, Ji-Hyeon Kim, Hyoung-Nam Kim, Won-Gi Seo, Minho Park
{"title":"Performance Analysis of the Cyclic-periodogram-based Signal Detector in Cognitive Radio","authors":"Geun-Ho Park, Young-Kwang Seo, Ji-Hyeon Kim, Hyoung-Nam Kim, Won-Gi Seo, Minho Park","doi":"10.1145/3192975.3193015","DOIUrl":"https://doi.org/10.1145/3192975.3193015","url":null,"abstract":"Spectrum sensing in cognitive radio aims to quickly and accurately detect communication signals of primary or secondary users in frequency domain. One of the well-known spectrum sensing techniques is a periodogram-based energy detection method. Unlike the conventional detection scheme which draws one detection result in the observed samples in one time window, the periodogram-based energy detector compares the value of the periodogram to the pre-determined threshold on each FFT (fast Fourier transform) bin. Another spectrum sensing technique considered in the cognitive radio area is a cyclostationary detector. The cyclostationary detector is generally known for outperforming the energy based detector. However, the cyclostationary detector has not been applied to the periodogram-based detection scheme. In this paper, we analyze the performance of the cyclic-periodogram detector which derives the detection results on each FFT bin. Simulation results show that the detection performance of the multi-cycle detector using the multiple cyclic frequencies outperforms the single-cycle detector and the periodogram-based energy detector.","PeriodicalId":128533,"journal":{"name":"Proceedings of the 2018 10th International Conference on Computer and Automation Engineering","volume":"209 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-02-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122878204","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
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