2018 International Conference on System Science and Engineering (ICSSE)最新文献

Application of ECG Authentication in IoT-Based Systems 心电认证在物联网系统中的应用

2018 International Conference on System Science and Engineering (ICSSE) Pub Date : 2018-06-01 DOI: 10.1109/ICSSE.2018.8520149

Yang-Yi Chen, Chun-Liang Chen, Chun-Liang Lin, C. Chiang

引用次数: 2

Zooming in and Out Our Society: Discovering Macro/Micro Events from Social Media 放大和缩小我们的社会:从社交媒体中发现宏观/微观事件

2018 International Conference on System Science and Engineering (ICSSE) Pub Date : 2018-06-01 DOI: 10.1109/ICSSE.2018.8520111

Sojung An, Minsu Kang, Jae-Hong Park, Jason J. Jung, Sathit Prasomphan

{"title":"Zooming in and Out Our Society: Discovering Macro/Micro Events from Social Media","authors":"Sojung An, Minsu Kang, Jae-Hong Park, Jason J. Jung, Sathit Prasomphan","doi":"10.1109/ICSSE.2018.8520111","DOIUrl":"https://doi.org/10.1109/ICSSE.2018.8520111","url":null,"abstract":"Social event detection is regarded as an useful tool for understanding our society and more importantly for providing people with various smart city services. However, given a large number of social big data, it is hard to find out the meaningful patterns with traditional statistical analysis. The aim of this concept paper is to present how to generate spatiotemporal constraints for analyzing social data. Particularly, To discover the hidden social event, spatio-temporal constraint generation process consists of three methods, which are i) generating spatio-temporal focus (STF), ii) allocating social texts to the STF, and iii) discovering social events in each STF. The STF can be composed by clustering social texts which are topically and spatially associated. To make the STF dynamic and incremental, we use windows for allocating a social text to an adequate STF. Lastly, the hidden social events are discovered from the STF on the basis of keywords and temporal distribution of the social texts. Although, in this study, we limited the proposed method into analyzing social media, it could be extended to discovering events among all possible entities (e.g., people, sensors, and so on).","PeriodicalId":431387,"journal":{"name":"2018 International Conference on System Science and Engineering (ICSSE)","volume":"7 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117110224","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

Evaluating Machine Learning Varieties for NBA Players' Winning Contribution 评估NBA球员获胜贡献的机器学习多样性

2018 International Conference on System Science and Engineering (ICSSE) Pub Date : 2018-06-01 DOI: 10.1109/ICSSE.2018.8520017

Po-Han Hsu, Sainzaya Galsanbadam, Jr-Syu Yang, Chan-Yun Yang

引用次数: 3

Vulnerability of Baseri et al.'s Untraceable Offline Electronic Cash System Baseri等人不可追踪离线电子现金系统的漏洞

2018 International Conference on System Science and Engineering (ICSSE) Pub Date : 2018-06-01 DOI: 10.1109/ICSSE.2018.8519978

Ya-Fen Chang, W. Tai, Yao-Ching Liu, Huan-Wen Chen

引用次数: 2

A Fuzzy Risk Assessment Strategy Based on Big Data for Multinational Financial Markets 基于大数据的跨国金融市场模糊风险评估策略

2018 International Conference on System Science and Engineering (ICSSE) Pub Date : 2018-06-01 DOI: 10.1109/ICSSE.2018.8519983

Chuanxin Su, Shang-Chih lin, Chieh-Ming Chang, Yennun Huang

{"title":"A Fuzzy Risk Assessment Strategy Based on Big Data for Multinational Financial Markets","authors":"Chuanxin Su, Shang-Chih lin, Chieh-Ming Chang, Yennun Huang","doi":"10.1109/ICSSE.2018.8519983","DOIUrl":"https://doi.org/10.1109/ICSSE.2018.8519983","url":null,"abstract":"This research aims to use data science methods to mine valuable information in big data and use fuzzy theory to construct a risk assessment strategy that is applicable to multinational financial markets. First of all, in order to ensure that the data of multinational financial markets are better connected, low-quality data has been cleaned up and simplified, including missing value and too much time gap. Then, we analyze the daily signal fluctuations based on statistical methods to find the causality and investment risks of multinational financial markets. Finally, the fuzzy inference system consists of multiple inputs and multiple outputs. The inputs are “US stocks”, “Kur”, “Ske”, “CF” and “SD”, respectively, and the outputs are “ups”, “downs”, “uncertain”, “may-be-ups”, and “may-be-downs”. From the experimental results, it is known that the misjudgment ratio is used as a prerequisite for performance evaluation, and reliable results are obtained for both tradable ratio (Low/Medium-risk area: 1.8, 16 %) and accuracy (Low/Medium-risk area: 66.7, 70.7 %). In summary, the performance of the proposed method has been verified. The risk assessment of multinational financial markets has become a possibility. In future research work, we will continue to explore the possibility of machine learning and optimization algorithms to improve performance and share this result on an open platform.","PeriodicalId":431387,"journal":{"name":"2018 International Conference on System Science and Engineering (ICSSE)","volume":"71 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114150467","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

Evaluation of Indoor Positioning Based on iBeacon and Pi-Beacon 基于iBeacon和Pi-Beacon的室内定位评价

2018 International Conference on System Science and Engineering (ICSSE) Pub Date : 2018-06-01 DOI: 10.1109/ICSSE.2018.8519989

B. Jallow, W. Hong

引用次数: 2

Doctor Robot with Physical Examination for Skin Disease Diagnosis and Telemedicine Application 具有体格检查功能的医生机器人在皮肤病诊断和远程医疗中的应用

2018 International Conference on System Science and Engineering (ICSSE) Pub Date : 2018-06-01 DOI: 10.1109/ICSSE.2018.8520218

Chien-Yu Su, H. Samani, Chan-Yun Yang, Owen Noel Newton Fernando

引用次数: 6

Optical SAR Fusion of Sentinel-2 Images for Mapping High Resolution Land Cover 基于Sentinel-2影像SAR融合的高分辨率土地覆盖制图

2018 International Conference on System Science and Engineering (ICSSE) Pub Date : 2018-06-01 DOI: 10.1109/ICSSE.2018.8520099

Yuhendra, E. Yulianti, Jupriadi Na'am

{"title":"Optical SAR Fusion of Sentinel-2 Images for Mapping High Resolution Land Cover","authors":"Yuhendra, E. Yulianti, Jupriadi Na'am","doi":"10.1109/ICSSE.2018.8520099","DOIUrl":"https://doi.org/10.1109/ICSSE.2018.8520099","url":null,"abstract":"Sentinel-2 is a very new programme of the European Space Agency (ESA) that is designed for fine spatial resolution global monitoring. Land cover-land use (LCLU) classification tasks can take advantage of the fusion of radar and optical remote sensing data, leading generally to increase mapping accuracy. Here we propose a methodological approach to fuse information from the new European Space Agency Sentinel-1 and Sentinel-2 imagery for accurate land cover mapping of a portion of the South Solok region, West Sumatera. Data pre-processing was carried out using the European Space Agency's Sentinel Application Platform and the SEN2COR toolboxes. The two main objectives of this study are to evaluate the potential use and synergetic effects of ESA Sentinel-1A C-band SAR and Sentinel-2A Optical data for classification and mapping of LCLU. As a result of the research, two main advantages. First, the pre-processing chain supported by sensor-specific toolboxes developed by ESA represents a reliable and fast approach for the preparation of ready-to-process imagery. Second, investigation to derive a methodological framework to integrate Sentinel-1 and Sentinel-2 imagery for land cover mapping by integrating of radar and optical imagery have been set up and tested.","PeriodicalId":431387,"journal":{"name":"2018 International Conference on System Science and Engineering (ICSSE)","volume":"14 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129892560","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

Least P-Norm Design of IIR Filters with a Pole Radius Constraint 具有极点半径约束的IIR滤波器的最小p范数设计

2018 International Conference on System Science and Engineering (ICSSE) Pub Date : 2018-06-01 DOI: 10.1109/ICSSE.2018.8520159

Te-Jen Wen

引用次数: 0

Design of Electro-Optical Cyclic Redundancy Check Encoder Using Lithium Niobate Waveguide for Reliable Communication* 基于铌酸锂波导的可靠通信电光循环冗余校验编码器设计*

2018 International Conference on System Science and Engineering (ICSSE) Pub Date : 2018-06-01 DOI: 10.1109/ICSSE.2018.8520245

V. Srivastava, A. Pal, Shreya, Sandeep Sharma

引用次数: 6