2020 22nd International Conference on Advanced Communication Technology (ICACT)最新文献_第9页

Connectivity of Wireless Multi-hop Stochastic Networks under the Security Constraints in Rayleigh Fading Environment 瑞利衰落环境下安全约束下无线多跳随机网络的连通性

2020 22nd International Conference on Advanced Communication Technology (ICACT) Pub Date : 2020-02-01 DOI: 10.23919/ICACT48636.2020.9061415

L. Dung, Hoa T. K. Tran, S. Choi

引用次数: 0

Malware Family Classification using Active Learning by Learning 基于主动学习的恶意软件分类

2020 22nd International Conference on Advanced Communication Technology (ICACT) Pub Date : 2020-02-01 DOI: 10.23919/ICACT48636.2020.9061419

Chin-Wei Chen, Ching-Hung Su, Kun-Wei Lee, Ping-Hao Bair

引用次数: 12

Comprehending Taiwan ATM Heist: From Cyber-attack Phases to Investigation Processes 了解台湾ATM劫案:从网路攻击阶段到调查过程

2020 22nd International Conference on Advanced Communication Technology (ICACT) Pub Date : 2020-02-01 DOI: 10.23919/ICACT48636.2020.9061354

Da-Yu Kao

引用次数: 0

Evaluating the Effectiveness of Notations for Designing Security Aspects 评估符号在设计安全方面的有效性

2020 22nd International Conference on Advanced Communication Technology (ICACT) Pub Date : 2020-02-01 DOI: 10.23919/ICACT48636.2020.9061305

S. Muneer, Muhammad Nadeem, B. Kasi, Mir Hamayoun Yousaf

{"title":"Evaluating the Effectiveness of Notations for Designing Security Aspects","authors":"S. Muneer, Muhammad Nadeem, B. Kasi, Mir Hamayoun Yousaf","doi":"10.23919/ICACT48636.2020.9061305","DOIUrl":"https://doi.org/10.23919/ICACT48636.2020.9061305","url":null,"abstract":"Existing software design approaches used to design security aspects lack notations that can be used to design the security requirements of a system which may result in more complex and dense designs. However, literature review has shown that there are some proposed notations to represent security aspects within a system. Other researchers have proposed evidence-based principles that provide basis for constructing Visual Notations in Software Engineering. The principles include: Graphic Economy, Perceptual Discriminability, Semiotic Clarity, Cognitive Integration, Visual Expressiveness etc. In this research, we have evaluated a set of proposed notations in accordance with principles for designing cognitively accepted graphics by conducting a human subject study. A questionnaire was distributed among a group of graduate and post-graduate students. The goal was to validate the notations based on theory of “How Visual Notations Communicate?”. This study will help researchers in developing cognitively accepted notations and set a course for designing new notations for UMLsec that are perceptually, semantically and visually expressive.","PeriodicalId":296763,"journal":{"name":"2020 22nd International Conference on Advanced Communication Technology (ICACT)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127018370","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

Process-aware Event Log Datacubes for Workflow Process and Knowledge Mining, Predicting and Analyzing Frameworks 面向工作流过程和知识挖掘、预测和分析框架的过程感知事件日志数据库

2020 22nd International Conference on Advanced Communication Technology (ICACT) Pub Date : 2020-02-01 DOI: 10.23919/ICACT48636.2020.9061449

Seong-Hun Ham, Dihn-Lam Pham, Kyoungsook Kim, Kwanghoon Pio Kim

{"title":"Process-aware Event Log Datacubes for Workflow Process and Knowledge Mining, Predicting and Analyzing Frameworks","authors":"Seong-Hun Ham, Dihn-Lam Pham, Kyoungsook Kim, Kwanghoon Pio Kim","doi":"10.23919/ICACT48636.2020.9061449","DOIUrl":"https://doi.org/10.23919/ICACT48636.2020.9061449","url":null,"abstract":"The issue of workflow process mining and analytics is beginning to make its appearance in the workflow-supported enterprise intelligence and systems literature. In order to improve the quality of workflow process intelligence, it is essential for an efficient and effective data center storing workflow enactment event logs to be provisioned in carrying out the workflow process mining and analytics. In this paper, we propose a three-dimensional datacube, which is named as a process-aware dat-acube, for organizing workflow-supported enterprise data centers to efficiently as well as effectively store the workflow process enactment event logs in the IEEE XES format, and also we carry out an experimental process mining and analytics to show how much perfectly the process-aware datacubes are suitable for discovering workflow process patterns and its analytical knowledge, like enacted proportions and enacted work transferences, from the workflow process enactment event histories. From the process-aware datacubes, the workflow process mining must be able to properly discover all the workflow process patterns based upon the four types of control-flow primitives such as linear (sequential) routing, disjunctive (selective) routing, conjunctive (parallel) routing, and iterative (loop) routing patterns, whereas the workflow process analytics is to discover the enacted pro-protions of each of the process pattherns and the enacted work transferences of each of the workflow performers.","PeriodicalId":296763,"journal":{"name":"2020 22nd International Conference on Advanced Communication Technology (ICACT)","volume":"114 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127043323","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

A Study for Image Expression of Emergency Alert 紧急警报图像表达的研究

2020 22nd International Conference on Advanced Communication Technology (ICACT) Pub Date : 2020-02-01 DOI: 10.23919/ICACT48636.2020.9061478

Yoonkwan Byun, Hyunji Lee, Sek-Jin Jang, S. Choi, Seung-hee Oh, Yong-Tae Lee

引用次数: 1

Modeling and Simulation of Multicast IPTV and VoD Streams for a Multiservice IP Network 多业务IP网络中多播IPTV和VoD流的建模与仿真

2020 22nd International Conference on Advanced Communication Technology (ICACT) Pub Date : 2020-02-01 DOI: 10.23919/ICACT48636.2020.9061262

M. Barry, J. K. Tamgno, C. Lishou, Ismaël Habou Dere

{"title":"Modeling and Simulation of Multicast IPTV and VoD Streams for a Multiservice IP Network","authors":"M. Barry, J. K. Tamgno, C. Lishou, Ismaël Habou Dere","doi":"10.23919/ICACT48636.2020.9061262","DOIUrl":"https://doi.org/10.23919/ICACT48636.2020.9061262","url":null,"abstract":"This thesis work concerns the modelling and simulation of IPTV and VoD streams in an IP/MPLS network. Video traffic and their protocols are studied. We started from the M/G/∞ model which allowed us to have images (I, B and P). These are the images that were used during the modeling process. Indeed, this model allows to characterize a video sequence by the following parameters: Slot or time to generate a packet; image level or GOP. Image size or GOP distribution: Mixing distribution. Type of correlation: Markov, short-term dependence or long-term dependence. The protocols involved are: MPEG-TS; UDP; RTP; RTSP; IP; IGMPv2; MPLS. In order to find a packet output model, we created a “modeler” in a python environment to estimate multicast and VoD traffic. We have created four (4) functions to materialize this modeling: “Packer”, TS, Sequencer and Transport. The results collected allowed us to determine the law and mathematical model of packet output. And it is the M/M/∞ model that models a video source. We used the RStudio software for this purpose. All these theoretical results could be compared during the simulation of the IPTV and VoD servers.","PeriodicalId":296763,"journal":{"name":"2020 22nd International Conference on Advanced Communication Technology (ICACT)","volume":"42 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131472680","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

A Study on the Composition of Image-Based Ship-type/class Identification System 基于图像的船型/船级识别系统组成研究

2020 22nd International Conference on Advanced Communication Technology (ICACT) Pub Date : 2020-02-01 DOI: 10.23919/ICACT48636.2020.9061395

Ji Won Lee, Do-Won Nam, Jungsoo Lee, S. Moon, Arum Oh, Wonyoung Yoo

引用次数: 1

Study on Service model of the Agriculture Information based Convergence Service 基于农业信息融合服务的服务模式研究

2020 22nd International Conference on Advanced Communication Technology (ICACT) Pub Date : 2020-02-01 DOI: 10.23919/icact48636.2020.9061288

Heechang Chung, Dongil Kim, Kyoung-Sook Jung, Byeong-Beom Kang, SokPal Cho, Soonghee Lee

引用次数: 0

Parkinson's Disease Detection from Spiral and Wave Drawings using Convolutional Neural Networks: A Multistage Classifier Approach 利用卷积神经网络从螺旋图和波浪图中检测帕金森病:一种多阶段分类器方法

2020 22nd International Conference on Advanced Communication Technology (ICACT) Pub Date : 2020-02-01 DOI: 10.23919/ICACT48636.2020.9061497

Sabyasachi Chakraborty, S. Aich, J. Sim, Eunyoung Han, Jinse Park, Hee-Cheol Kim

{"title":"Parkinson's Disease Detection from Spiral and Wave Drawings using Convolutional Neural Networks: A Multistage Classifier Approach","authors":"Sabyasachi Chakraborty, S. Aich, J. Sim, Eunyoung Han, Jinse Park, Hee-Cheol Kim","doi":"10.23919/ICACT48636.2020.9061497","DOIUrl":"https://doi.org/10.23919/ICACT48636.2020.9061497","url":null,"abstract":"Identification of the correct biomarkers with respect to particular health issues and detection of the same is of paramount importance for the development of clinical decision support systems. For the patients suffering from Parkinson's Disease (PD), it has been duly observed that impairment in the handwriting is directly proportional to the severity of the disease. Also, the speed and pressure applied to the pen while sketching or writing something are also much lower in patients suffering from Parkinson's disease. Therefore, correctly identifying such biomarkers accurately and precisely at the onset of the disease will lead to a better clinical diagnosis. Therefore, in this paper, a system design is proposed for analyzing Spiral drawing patterns and wave drawing patterns in patients suffering from Parkinson's disease and healthy subjects. The system developed in the study leverages two different convolutional neural networks (CNN), for analyzing the drawing patters of both spiral and wave sketches respectively. Further, the prediction probabilities are trained on a metal classifier based on ensemble voting to provide a weighted prediction from both the spiral and wave sketch. The complete model was trained on the data of 55 patients and has achieved an overall accuracy of 93.3%, average recall of 94%, average precision of 93.5% and average f1 score of 93.94%","PeriodicalId":296763,"journal":{"name":"2020 22nd International Conference on Advanced Communication Technology (ICACT)","volume":"41 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116590595","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: 31