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2020 13th International Symposium on Computational Intelligence and Design (ISCID)最新文献

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Tradeoff between Episodic and Semantic Precedents in creative design 创造性设计中情景性和语义性先例的权衡
2020 13th International Symposium on Computational Intelligence and Design (ISCID) Pub Date : 2020-12-01 DOI: 10.1109/ISCID51228.2020.00058
Sichun Xue, Danni Shen, Enchang Zhang, Defu Bao
{"title":"Tradeoff between Episodic and Semantic Precedents in creative design","authors":"Sichun Xue, Danni Shen, Enchang Zhang, Defu Bao","doi":"10.1109/ISCID51228.2020.00058","DOIUrl":"https://doi.org/10.1109/ISCID51228.2020.00058","url":null,"abstract":"This article explores the impact of episodic precedents and semantic precedents on creative design. It is found that although most of designers prefer episodic precedents than semantic ones, the two kinds of precedents can help designers in different design phases. When creating initial ideas, episodic precedents help designers to generate more design concepts; when refining ideas, semantic precedents help to make ideas more complete and reasonable. Based on the above discovery, it is suggested that to produce design plans more efficiently, designers refer to suitable precedents in the different design phases.","PeriodicalId":236797,"journal":{"name":"2020 13th International Symposium on Computational Intelligence and Design (ISCID)","volume":"66 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123213203","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
Research and Implementation of Parkinson’s Dyskinesia Monitoring Service System 帕金森运动障碍监测服务系统的研究与实现
2020 13th International Symposium on Computational Intelligence and Design (ISCID) Pub Date : 2020-12-01 DOI: 10.1109/ISCID51228.2020.00028
Jianguo Wang, Zhiming Yao, Bochen Li, Shaonan Wang, Qi Wu, Peng Wang
{"title":"Research and Implementation of Parkinson’s Dyskinesia Monitoring Service System","authors":"Jianguo Wang, Zhiming Yao, Bochen Li, Shaonan Wang, Qi Wu, Peng Wang","doi":"10.1109/ISCID51228.2020.00028","DOIUrl":"https://doi.org/10.1109/ISCID51228.2020.00028","url":null,"abstract":"For Parkinson’s disease, a degenerative neurological disease that is difficult to detect and has a high rate of misdiagnosis, telemedicine technology can undoubtedly bring great improvement to the real limitations of delayed follow-up diagnosis and unsustainable control of the disease. This paper takes the symptom of Parkinson’s Dyskinesia as the focus of attention and designs a complete set of full-process available system which is based on home telemedicine and wearable technology. Finally, a system consists of intelligent hardware facilities, user terminals, and management terminals will be presented to construct a monitoring service scenario where the Parkinson’s Dyskinesia is continuously controllable.","PeriodicalId":236797,"journal":{"name":"2020 13th International Symposium on Computational Intelligence and Design (ISCID)","volume":"115 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123494811","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
Investigating Determinants of the CNY–CNH Exchange Rate Spread Using Extended GARCH Model 用扩展GARCH模型研究人民币对人民币汇率差的决定因素
2020 13th International Symposium on Computational Intelligence and Design (ISCID) Pub Date : 2020-12-01 DOI: 10.1109/ISCID51228.2020.00019
Yonghong Zhong, Yadi Shang
{"title":"Investigating Determinants of the CNY–CNH Exchange Rate Spread Using Extended GARCH Model","authors":"Yonghong Zhong, Yadi Shang","doi":"10.1109/ISCID51228.2020.00019","DOIUrl":"https://doi.org/10.1109/ISCID51228.2020.00019","url":null,"abstract":"This paper investigates determinants which impact the fluctuations of CNY-CNH exchange rate spreads after the \"8.11\" exchange rate reform in 2015. By using the extended GARCH model, the results show that global risk preference, domestic and foreign interest rate margin, the introduction of counter-cyclical factor, as well as fluctuations in the international foreign exchange market would promote the fluctuations of CNY-CNH spreads, while the future RMB expectation and liquidity of offshore market bring the inhibitory effects.","PeriodicalId":236797,"journal":{"name":"2020 13th International Symposium on Computational Intelligence and Design (ISCID)","volume":"4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123023129","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
Title Page 标题页
2020 13th International Symposium on Computational Intelligence and Design (ISCID) Pub Date : 2020-12-01 DOI: 10.1109/iscid51228.2020.00002
{"title":"Title Page","authors":"","doi":"10.1109/iscid51228.2020.00002","DOIUrl":"https://doi.org/10.1109/iscid51228.2020.00002","url":null,"abstract":"","PeriodicalId":236797,"journal":{"name":"2020 13th International Symposium on Computational Intelligence and Design (ISCID)","volume":"19 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125435853","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
Robust Single-object Visual Tracking Framework via Fully Convolutional Siamese Network with Correlation Filter 基于相关滤波的全卷积Siamese网络鲁棒单目标视觉跟踪框架
2020 13th International Symposium on Computational Intelligence and Design (ISCID) Pub Date : 2020-12-01 DOI: 10.1109/ISCID51228.2020.00087
Jiashu Dai, N. Yan
{"title":"Robust Single-object Visual Tracking Framework via Fully Convolutional Siamese Network with Correlation Filter","authors":"Jiashu Dai, N. Yan","doi":"10.1109/ISCID51228.2020.00087","DOIUrl":"https://doi.org/10.1109/ISCID51228.2020.00087","url":null,"abstract":"Recently, there are two kinds of methods in the research field of visual tracking, one is correlation filtering, the other is siamese network. In order to fully utilize the advantages of these two framework, this paper proposed a robust single-object visual tracking framework based on fully convolutional siamese network and correlation filter. Two branches are constructed in this network, namely training template branch and searching template branch, which are share the convolutional layer parameters. Each branch is divided into two sub-branches. In the sub-branches of the training template, two correlation filtering layers are embedded to replace the traditional convolutional layer. Finally, the location of object to be tracked is calculated by constructing response graph. Extensive experiments on challenging benchmark show that the tracking framework in this paper can further improve the accuracy.","PeriodicalId":236797,"journal":{"name":"2020 13th International Symposium on Computational Intelligence and Design (ISCID)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126506950","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
Analysis of Plantar Pressure Image Based on Flexible Force-Sensitive Sensor Array 基于柔性力敏感传感器阵列的足底压力图像分析
2020 13th International Symposium on Computational Intelligence and Design (ISCID) Pub Date : 2020-12-01 DOI: 10.1109/ISCID51228.2020.00079
Bochen Li, Zhiming Yao, Jianguo Wang, Shaonan Wang, Qi Wu, Peng Wang, Xianjun Yang
{"title":"Analysis of Plantar Pressure Image Based on Flexible Force-Sensitive Sensor Array","authors":"Bochen Li, Zhiming Yao, Jianguo Wang, Shaonan Wang, Qi Wu, Peng Wang, Xianjun Yang","doi":"10.1109/ISCID51228.2020.00079","DOIUrl":"https://doi.org/10.1109/ISCID51228.2020.00079","url":null,"abstract":"The flexible force-sensitive sensor array can obtain the plantar pressure distribution information during walking, which has important clinical value. In this study, we proposed a method for analyzing plantar pressure images based on prior knowledge. The proposed method includes data preprocessing, footprint recognition and segmentation, and stride analysis. First, the clustering algorithm was used to extract the footprints; Then, the footprints were recognized based on shape features and segmented based on foot anatomical features. Finally, the least square method was used to stride analysis. Experimental results show that the proposed method has good performance in footprint recognition and segmentation. It is expected to be applied to clinical auxiliary diagnosis.","PeriodicalId":236797,"journal":{"name":"2020 13th International Symposium on Computational Intelligence and Design (ISCID)","volume":"22 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129726086","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
Item-based Collaborative Filtering Algorithm Based on Group Weighted Rating 基于分组加权评级的基于项目的协同过滤算法
2020 13th International Symposium on Computational Intelligence and Design (ISCID) Pub Date : 2020-12-01 DOI: 10.1109/ISCID51228.2020.00032
Cong Li, Li Ma
{"title":"Item-based Collaborative Filtering Algorithm Based on Group Weighted Rating","authors":"Cong Li, Li Ma","doi":"10.1109/ISCID51228.2020.00032","DOIUrl":"https://doi.org/10.1109/ISCID51228.2020.00032","url":null,"abstract":"Item-based collaborative filtering algorithm is one of the main collaborative filtering algorithms. However, its recommendation quality is seriously influenced by the sparsity of user ratings. To solve the problem, an improved item-based collaborative filtering algorithm based on group weighted rating is proposed. The union of user rating items is used as the basis of similarity computing between items, moreover a group weighted rating method has been proposed to compute and complete the missing values in the union of user rating items for decreasing the sparsity. The experimental results show that the new algorithm can efficiently improve recommendation quality.","PeriodicalId":236797,"journal":{"name":"2020 13th International Symposium on Computational Intelligence and Design (ISCID)","volume":"8 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129574202","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: 4
The application research of multi-source heterogeneous energy big data analysis 多源异构能源大数据分析应用研究
2020 13th International Symposium on Computational Intelligence and Design (ISCID) Pub Date : 2020-12-01 DOI: 10.1109/ISCID51228.2020.00044
Xuemin Han, Gaofeng Zheng, Peng Liu, Zhou Li, Junjie Ma, Xi Chen
{"title":"The application research of multi-source heterogeneous energy big data analysis","authors":"Xuemin Han, Gaofeng Zheng, Peng Liu, Zhou Li, Junjie Ma, Xi Chen","doi":"10.1109/ISCID51228.2020.00044","DOIUrl":"https://doi.org/10.1109/ISCID51228.2020.00044","url":null,"abstract":"With the rapid development of energy industry, more requirements are put forward for the processing of energy data. In order to extract more value from multi-source heterogeneous data, it is necessary to combine various sources and different forms of data to build a data analysis process. Therefore, data processing technology and energy data structure is combined; the analysis and processing of data are described from the perspectives of data aggregation, data processing, data analysis and data services. Precision storage, algorithm library, object analysis and intelligent services are also used in big data processing innovatively. Through the establishment of processing models and the realization of specific functions, the circulation, aggregation and sharing of energy big data can be achieved. Finally, the data value can be reflected through the business output of platform and behavior interaction of user. The energy production and consumption revolution will be promoted by analysis and the energy industry will upgrade and transform.","PeriodicalId":236797,"journal":{"name":"2020 13th International Symposium on Computational Intelligence and Design (ISCID)","volume":"164 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129136911","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
Motion Flow Feature Algorithm for Action Recognition in Videos 视频中动作识别的运动流特征算法
2020 13th International Symposium on Computational Intelligence and Design (ISCID) Pub Date : 2020-12-01 DOI: 10.1109/ISCID51228.2020.00049
Run Ye, B. Yan, Shi-Dong Hou, Xiaokang Jing
{"title":"Motion Flow Feature Algorithm for Action Recognition in Videos","authors":"Run Ye, B. Yan, Shi-Dong Hou, Xiaokang Jing","doi":"10.1109/ISCID51228.2020.00049","DOIUrl":"https://doi.org/10.1109/ISCID51228.2020.00049","url":null,"abstract":"Motion representation becomes the critical factor since more and more trimmed video action recognition tasks rely on machine learning. In this paper, we proposed a new motion representation whose hint is from optical flow algorithms which have been proved to be effective and efficient in the aspect of video action recognition. Our motion flow is one kind of modality which is different from RGB, RGB diff, and the most popular optical flow, although the methodology is derived from the optical flow, it is faster and more accurate than optical flow algorithms. Furthermore, we introduced the most excellent convolutional neural network framework named densely connected convolutional networks (DenseNet) to optimize the networks and we use the motion flow as the inputs of the framework. We achieve experimental evaluations, when the proposed motion representation is plugged into the DenseNet framework, the accuracy on the UCF-101 and HMDB-51 is 96% and 74.2% respectively, which turn out to be our proposed methodology is satisfactory and 15 times faster in speed.","PeriodicalId":236797,"journal":{"name":"2020 13th International Symposium on Computational Intelligence and Design (ISCID)","volume":"249 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134312995","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
Affective Design in Children Products : A Case Study of Toy Storage Product 儿童产品的情感设计:以玩具收纳产品为例
2020 13th International Symposium on Computational Intelligence and Design (ISCID) Pub Date : 2020-12-01 DOI: 10.1109/ISCID51228.2020.00037
Xi Cheng, W. Hou, Q. Sheng
{"title":"Affective Design in Children Products : A Case Study of Toy Storage Product","authors":"Xi Cheng, W. Hou, Q. Sheng","doi":"10.1109/ISCID51228.2020.00037","DOIUrl":"https://doi.org/10.1109/ISCID51228.2020.00037","url":null,"abstract":"Children products have always been concerns for our society, for better products for children are the prerequisites of their healthy development. Therefore, emotional theories are adopted to demonstrate the relationship between children’s affects and product design. Products which arouse positive emotions can prompt children to learn from playing. In this paper, a case study with field research is integrally introduced to identify users’ emotional responses to existing products, user’s concerns and idea generation. Then this paper illustrates product’s three types of stimuli in affective design and analyzes user’s emotion evaluation. The goal of this paper is to illustrate how affective design is applied into children products through a case study. By means of theoretical framework and practical design, conclusions of affective design in the case of toy storage product are generalized.","PeriodicalId":236797,"journal":{"name":"2020 13th International Symposium on Computational Intelligence and Design (ISCID)","volume":"189 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133202065","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
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