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Advances in Computer Science and Ubiquitous Computing最新文献

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Health State Classification of a Spherical Tank Using a Hybrid Bag of Features and k-Nearest Neighbor 基于特征混合袋和k近邻的球形罐健康状态分类
Advances in Computer Science and Ubiquitous Computing Pub Date : 2020-04-06 DOI: 10.3390/app10072525
Md Junayed Hasan, Jaeyoung Kim, Jong-Myon Kim
{"title":"Health State Classification of a Spherical Tank Using a Hybrid Bag of Features and k-Nearest Neighbor","authors":"Md Junayed Hasan, Jaeyoung Kim, Jong-Myon Kim","doi":"10.3390/app10072525","DOIUrl":"https://doi.org/10.3390/app10072525","url":null,"abstract":"Feature analysis puts a great impact in determining the various health conditions of mechanical vessels. To achieve balance between traditional feature extraction and the automated feature selection process, a hybrid bag of features (HBoF) is designed for multiclass health state classification of spherical tanks in this paper. The proposed HBoF is composed of (a) the acoustic emission (AE) features and (b) the time and frequency based statistical features. A wrapper-based feature chooser algorithm, Boruta, is utilized to extract the most intrinsic feature set from HBoF. The selective feature matrix is passed to the multi-class k-nearest neighbor (k-NN) algorithm to differentiate among normal condition (NC) and two faulty conditions (FC1 and FC2). Experimental results demonstrate that the proposed methodology generates an average 99.7% accuracy for all working conditions. Moreover, it outperforms the existing state-of-art works by achieving at least 19.4%.","PeriodicalId":408000,"journal":{"name":"Advances in Computer Science and Ubiquitous Computing","volume":"65 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-04-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122590175","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: 11
Design of Image Generation System for DCGAN Based Picture Book Text 基于DCGAN的绘本文本图像生成系统设计
Advances in Computer Science and Ubiquitous Computing Pub Date : 2019-12-04 DOI: 10.1007/978-981-13-9341-9_46
Jaehyeong Cho, Nammee Moon
{"title":"Design of Image Generation System for DCGAN Based Picture Book Text","authors":"Jaehyeong Cho, Nammee Moon","doi":"10.1007/978-981-13-9341-9_46","DOIUrl":"https://doi.org/10.1007/978-981-13-9341-9_46","url":null,"abstract":"","PeriodicalId":408000,"journal":{"name":"Advances in Computer Science and Ubiquitous Computing","volume":"124 2-3 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123571680","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
Mid-Level Feature Extractor for Transfer Learning to Small-Scale Dataset of Medical Images 用于小规模医学图像数据集迁移学习的中级特征提取器
Advances in Computer Science and Ubiquitous Computing Pub Date : 2018-12-17 DOI: 10.1007/978-981-13-9341-9_2
Dong-Ho Lee, Yeon Lee, B. Shin
{"title":"Mid-Level Feature Extractor for Transfer Learning to Small-Scale Dataset of Medical Images","authors":"Dong-Ho Lee, Yeon Lee, B. Shin","doi":"10.1007/978-981-13-9341-9_2","DOIUrl":"https://doi.org/10.1007/978-981-13-9341-9_2","url":null,"abstract":"","PeriodicalId":408000,"journal":{"name":"Advances in Computer Science and Ubiquitous Computing","volume":"34 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-12-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122152196","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
Tensor Decomposition Based Electrical Data Recovery 基于张量分解的电数据恢复
Advances in Computer Science and Ubiquitous Computing Pub Date : 2018-12-17 DOI: 10.1007/978-981-13-9341-9_106
Shiming He, Zhuozhou Li, Jin Wang, Kun Xie, Dafang Zhang
{"title":"Tensor Decomposition Based Electrical Data Recovery","authors":"Shiming He, Zhuozhou Li, Jin Wang, Kun Xie, Dafang Zhang","doi":"10.1007/978-981-13-9341-9_106","DOIUrl":"https://doi.org/10.1007/978-981-13-9341-9_106","url":null,"abstract":"","PeriodicalId":408000,"journal":{"name":"Advances in Computer Science and Ubiquitous Computing","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-12-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132778581","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
Software Test Effort Estimation Based on Source Code Change History and Defect Information 基于源代码变更历史和缺陷信息的软件测试工作量估计
Advances in Computer Science and Ubiquitous Computing Pub Date : 2018-12-17 DOI: 10.1007/978-981-13-9341-9_38
Jong-Se Won, Yeong-Seok Seo
{"title":"Software Test Effort Estimation Based on Source Code Change History and Defect Information","authors":"Jong-Se Won, Yeong-Seok Seo","doi":"10.1007/978-981-13-9341-9_38","DOIUrl":"https://doi.org/10.1007/978-981-13-9341-9_38","url":null,"abstract":"","PeriodicalId":408000,"journal":{"name":"Advances in Computer Science and Ubiquitous Computing","volume":"43 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-12-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127975281","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 Integrated Maneuvering Performance Simulation System for a Vessel 船舶综合机动性能仿真系统研究
Advances in Computer Science and Ubiquitous Computing Pub Date : 2018-12-17 DOI: 10.1007/978-981-13-9341-9_40
Nam-Kyoo Yoo
{"title":"A Study on Integrated Maneuvering Performance Simulation System for a Vessel","authors":"Nam-Kyoo Yoo","doi":"10.1007/978-981-13-9341-9_40","DOIUrl":"https://doi.org/10.1007/978-981-13-9341-9_40","url":null,"abstract":"","PeriodicalId":408000,"journal":{"name":"Advances in Computer Science and Ubiquitous Computing","volume":"52 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-12-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127614957","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
Personal Authentication Based on EEG Signal and Deep Learning 基于脑电信号和深度学习的个人身份认证
Advances in Computer Science and Ubiquitous Computing Pub Date : 1900-01-01 DOI: 10.1007/978-981-15-9343-7_45
Gi-Chul Yang
{"title":"Personal Authentication Based on EEG Signal and Deep Learning","authors":"Gi-Chul Yang","doi":"10.1007/978-981-15-9343-7_45","DOIUrl":"https://doi.org/10.1007/978-981-15-9343-7_45","url":null,"abstract":"","PeriodicalId":408000,"journal":{"name":"Advances in Computer Science and Ubiquitous Computing","volume":"69 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115280288","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
Induction Motor Bearing Fault Diagnosis Using Statistical Time Domain Features and Hypertuning of Classifiers 基于统计时域特征和超调谐分类器的异步电机轴承故障诊断
Advances in Computer Science and Ubiquitous Computing Pub Date : 1900-01-01 DOI: 10.1007/978-981-15-9343-7_35
Rafia Nishat Toma, Jong-Myon Kim
{"title":"Induction Motor Bearing Fault Diagnosis Using Statistical Time Domain Features and Hypertuning of Classifiers","authors":"Rafia Nishat Toma, Jong-Myon Kim","doi":"10.1007/978-981-15-9343-7_35","DOIUrl":"https://doi.org/10.1007/978-981-15-9343-7_35","url":null,"abstract":"","PeriodicalId":408000,"journal":{"name":"Advances in Computer Science and Ubiquitous Computing","volume":"43 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128292771","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
Advances in Computer Science and Ubiquitous Computing: CSA-CUTE 2019 计算机科学与普适计算进展:CSA-CUTE 2019
Advances in Computer Science and Ubiquitous Computing Pub Date : 1900-01-01 DOI: 10.1007/978-981-15-9343-7
{"title":"Advances in Computer Science and Ubiquitous Computing: CSA-CUTE 2019","authors":"","doi":"10.1007/978-981-15-9343-7","DOIUrl":"https://doi.org/10.1007/978-981-15-9343-7","url":null,"abstract":"","PeriodicalId":408000,"journal":{"name":"Advances in Computer Science and Ubiquitous Computing","volume":"27 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125204580","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
DNN-Based Mutual Satisfaction Prediction Model for Matching Between Users 基于dnn的用户匹配相互满意度预测模型
Advances in Computer Science and Ubiquitous Computing Pub Date : 1900-01-01 DOI: 10.1007/978-981-15-9343-7_56
Hyun-Noh Yun, Jinah Kim, Nammee Moon
{"title":"DNN-Based Mutual Satisfaction Prediction Model for Matching Between Users","authors":"Hyun-Noh Yun, Jinah Kim, Nammee Moon","doi":"10.1007/978-981-15-9343-7_56","DOIUrl":"https://doi.org/10.1007/978-981-15-9343-7_56","url":null,"abstract":"","PeriodicalId":408000,"journal":{"name":"Advances in Computer Science and Ubiquitous Computing","volume":"23 3 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134628563","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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