International Conference on Computing, Networking, and Communications : [proceedings]. International Conference on Computing, Networking and Communications最新文献
Pub Date : 2011-07-01DOI: 10.1109/ICNC.2011.6022220
Wen-Kung Tseng, Chung-Sheng Lu
In Taiwan, there are hundreds of accidents every day recorded by government due to the human factor and environmental factor. The accident usually involved the money dispute; therefore the accident appraisal must indicate the bilateral parties' blame clearly: all blame; major blame; minor blame and none blame. Although the local police can give a preliminary analysis report at first, the report cannot be official evidence. If the people need a credible appraisal report, they have to apply for the Taiwan Provincial Government Traffic Accident Investigation Committee's accident appraisal report. However, applying for Committee's accident appraisal report will take long time. Therefore, this study employed radial basis function neural network to build an expert system for appraisal of bilateral vehicle accident. The database was built from 307 accident cases in Taiwan from the year of 2004 to 2008. According to Committee's analysis, there are 30 appraisal basses including 6 environmental basses and 24 vehicle basses chosen to be the input of the expert system. The training data includes three types: 70 cases training; 140 cases training; 207 cases training. Validation stage was carried out by using 100 fixed cases and the correctness was recorded. In the first stage, correctness rate is 76% for training with 70 cases. In the second stage, correctness rate is increased to 81% for training with 140 cases. In the third stage, correctness rate is increased to 89% for training with 207 cases. The training and validation processes were completed in one second. Therefore, the expert system proposed in this work is demonstrated to be an efficient system for the accident appraisal.
{"title":"The system for appraisal of vehicle accident based on radial basis function neural networks","authors":"Wen-Kung Tseng, Chung-Sheng Lu","doi":"10.1109/ICNC.2011.6022220","DOIUrl":"https://doi.org/10.1109/ICNC.2011.6022220","url":null,"abstract":"In Taiwan, there are hundreds of accidents every day recorded by government due to the human factor and environmental factor. The accident usually involved the money dispute; therefore the accident appraisal must indicate the bilateral parties' blame clearly: all blame; major blame; minor blame and none blame. Although the local police can give a preliminary analysis report at first, the report cannot be official evidence. If the people need a credible appraisal report, they have to apply for the Taiwan Provincial Government Traffic Accident Investigation Committee's accident appraisal report. However, applying for Committee's accident appraisal report will take long time. Therefore, this study employed radial basis function neural network to build an expert system for appraisal of bilateral vehicle accident. The database was built from 307 accident cases in Taiwan from the year of 2004 to 2008. According to Committee's analysis, there are 30 appraisal basses including 6 environmental basses and 24 vehicle basses chosen to be the input of the expert system. The training data includes three types: 70 cases training; 140 cases training; 207 cases training. Validation stage was carried out by using 100 fixed cases and the correctness was recorded. In the first stage, correctness rate is 76% for training with 70 cases. In the second stage, correctness rate is increased to 81% for training with 140 cases. In the third stage, correctness rate is increased to 89% for training with 207 cases. The training and validation processes were completed in one second. Therefore, the expert system proposed in this work is demonstrated to be an efficient system for the accident appraisal.","PeriodicalId":87274,"journal":{"name":"International Conference on Computing, Networking, and Communications : [proceedings]. International Conference on Computing, Networking and Communications","volume":"60 1","pages":"869-872"},"PeriodicalIF":0.0,"publicationDate":"2011-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"82956316","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}
Pub Date : 2011-01-01DOI: 10.1109/ICNC.2011.6021909
S. Wu, D. Jia, Ke Wu
{"title":"Application of modified wavelet features and multi-class sphere SVM to pathological vocal detection","authors":"S. Wu, D. Jia, Ke Wu","doi":"10.1109/ICNC.2011.6021909","DOIUrl":"https://doi.org/10.1109/ICNC.2011.6021909","url":null,"abstract":"","PeriodicalId":87274,"journal":{"name":"International Conference on Computing, Networking, and Communications : [proceedings]. International Conference on Computing, Networking and Communications","volume":"22 1","pages":"544-548"},"PeriodicalIF":0.0,"publicationDate":"2011-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"75845753","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}
Pub Date : 2011-01-01DOI: 10.1109/ICNC.2011.6022212
Qing Pan, Nili Tian, Ruyi Xu
{"title":"A motion estimation algorithm based on interframe differences detection model for virtual edges detection","authors":"Qing Pan, Nili Tian, Ruyi Xu","doi":"10.1109/ICNC.2011.6022212","DOIUrl":"https://doi.org/10.1109/ICNC.2011.6022212","url":null,"abstract":"","PeriodicalId":87274,"journal":{"name":"International Conference on Computing, Networking, and Communications : [proceedings]. International Conference on Computing, Networking and Communications","volume":"5 1","pages":"927-931"},"PeriodicalIF":0.0,"publicationDate":"2011-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"75392101","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}
Pub Date : 2011-01-01DOI: 10.1109/icnc.2011.6022517
Chaoqun Yi, Jianping Li, Enming Dong
Discretization algorithms play an important role in machine learning. Traditionally, the discretization methods using the Class- Attribute contingency table always take the boundary points as the initializing intervals' partition points. For it doesn't take care of the data distributing and include the large number of the initialized intervals partition points, so that cause large amount of calculation and unreasonable discretization schemes. To consider the interdependent between the class and attributes as well as the data distributing, a discretization algorithm based on clustering and CAIR criterion is proposed. It uses the NCL clustering to find the initialized intervals partition points, and takes the CAIR criterion as a threshold to reselect the partition points. We feed data discretized by our method into SVM classifier. The experimental results demonstrate that our algorithm is effective not only for fewer rules, but also for higher classification accuracy .
{"title":"A Discretization Algorithm Based on Clustering and CAIR Criterion","authors":"Chaoqun Yi, Jianping Li, Enming Dong","doi":"10.1109/icnc.2011.6022517","DOIUrl":"https://doi.org/10.1109/icnc.2011.6022517","url":null,"abstract":"Discretization algorithms play an important role in machine learning. Traditionally, the discretization methods using the Class- Attribute contingency table always take the boundary points as the initializing intervals' partition points. For it doesn't take care of the data distributing and include the large number of the initialized intervals partition points, so that cause large amount of calculation and unreasonable discretization schemes. To consider the interdependent between the class and attributes as well as the data distributing, a discretization algorithm based on clustering and CAIR criterion is proposed. It uses the NCL clustering to find the initialized intervals partition points, and takes the CAIR criterion as a threshold to reselect the partition points. We feed data discretized by our method into SVM classifier. The experimental results demonstrate that our algorithm is effective not only for fewer rules, but also for higher classification accuracy .","PeriodicalId":87274,"journal":{"name":"International Conference on Computing, Networking, and Communications : [proceedings]. International Conference on Computing, Networking and Communications","volume":"20 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2011-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"72734266","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}
Pub Date : 2011-01-01DOI: 10.1109/ICNC.2011.6022509
Bao Liu, Yongsheng Ding, Junhong Wang
{"title":"An intelligent controller inspired by bi-cooperative modulation mechanism","authors":"Bao Liu, Yongsheng Ding, Junhong Wang","doi":"10.1109/ICNC.2011.6022509","DOIUrl":"https://doi.org/10.1109/ICNC.2011.6022509","url":null,"abstract":"","PeriodicalId":87274,"journal":{"name":"International Conference on Computing, Networking, and Communications : [proceedings]. International Conference on Computing, Networking and Communications","volume":"13 1","pages":"1711-1715"},"PeriodicalIF":0.0,"publicationDate":"2011-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"90346370","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}
Pub Date : 2011-01-01DOI: 10.1109/ICNC.2011.6022190
Chuan-Ling Liu, Jing Tang, Jing-yu Yang
{"title":"Path planning of mobile robot using new potential field method in dynamic environments","authors":"Chuan-Ling Liu, Jing Tang, Jing-yu Yang","doi":"10.1109/ICNC.2011.6022190","DOIUrl":"https://doi.org/10.1109/ICNC.2011.6022190","url":null,"abstract":"","PeriodicalId":87274,"journal":{"name":"International Conference on Computing, Networking, and Communications : [proceedings]. International Conference on Computing, Networking and Communications","volume":"5 1","pages":"1011-1014"},"PeriodicalIF":0.0,"publicationDate":"2011-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"74960443","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}
Pub Date : 2011-01-01DOI: 10.1109/ICNC.2011.6022262
D. Gong, N. Geng
{"title":"Local robot path planning with predicting band trajectories of obstacles","authors":"D. Gong, N. Geng","doi":"10.1109/ICNC.2011.6022262","DOIUrl":"https://doi.org/10.1109/ICNC.2011.6022262","url":null,"abstract":"","PeriodicalId":87274,"journal":{"name":"International Conference on Computing, Networking, and Communications : [proceedings]. International Conference on Computing, Networking and Communications","volume":"30 1","pages":"1734-1738"},"PeriodicalIF":0.0,"publicationDate":"2011-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"74240499","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}
Pub Date : 2011-01-01DOI: 10.1109/ICNC.2011.6022431
Zhe Fan, K. Bai
{"title":"Study of flame simulation based on dynamic video texture","authors":"Zhe Fan, K. Bai","doi":"10.1109/ICNC.2011.6022431","DOIUrl":"https://doi.org/10.1109/ICNC.2011.6022431","url":null,"abstract":"","PeriodicalId":87274,"journal":{"name":"International Conference on Computing, Networking, and Communications : [proceedings]. International Conference on Computing, Networking and Communications","volume":"48 1","pages":"1863-1866"},"PeriodicalIF":0.0,"publicationDate":"2011-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"89548417","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}
Pub Date : 2011-01-01DOI: 10.1109/ICNC.2011.6022193
Yongsheng Xu, Jianling Wang
{"title":"Optimal path solution of urban traffic road","authors":"Yongsheng Xu, Jianling Wang","doi":"10.1109/ICNC.2011.6022193","DOIUrl":"https://doi.org/10.1109/ICNC.2011.6022193","url":null,"abstract":"","PeriodicalId":87274,"journal":{"name":"International Conference on Computing, Networking, and Communications : [proceedings]. International Conference on Computing, Networking and Communications","volume":"25 1","pages":"799-802"},"PeriodicalIF":0.0,"publicationDate":"2011-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"81604704","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}
Pub Date : 2011-01-01DOI: 10.1109/ICNC.2011.6022134
Shiqing Cheng, Haili Yu, Anquan Zhou
{"title":"A fuzzy evaluation approach to oil/gas reserves analysis","authors":"Shiqing Cheng, Haili Yu, Anquan Zhou","doi":"10.1109/ICNC.2011.6022134","DOIUrl":"https://doi.org/10.1109/ICNC.2011.6022134","url":null,"abstract":"","PeriodicalId":87274,"journal":{"name":"International Conference on Computing, Networking, and Communications : [proceedings]. International Conference on Computing, Networking and Communications","volume":"75 1","pages":"9-12"},"PeriodicalIF":0.0,"publicationDate":"2011-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"78269552","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}
International Conference on Computing, Networking, and Communications : [proceedings]. International Conference on Computing, Networking and Communications
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