Pub Date : 2023-01-01DOI: 10.1007/978-981-19-6581-4
{"title":"Intelligent Systems and Applications: Select Proceedings of ICISA 2022","authors":"","doi":"10.1007/978-981-19-6581-4","DOIUrl":"https://doi.org/10.1007/978-981-19-6581-4","url":null,"abstract":"","PeriodicalId":6327,"journal":{"name":"2009 International Workshop on Intelligent Systems and Applications","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"87472619","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 : 2018-09-06DOI: 10.1007/978-3-030-01054-6_74
Afnan AlMoammar, Lubna AlHenaki, H. Kurdi
{"title":"Selecting Accurate Classifier Models for a MERS-CoV Dataset","authors":"Afnan AlMoammar, Lubna AlHenaki, H. Kurdi","doi":"10.1007/978-3-030-01054-6_74","DOIUrl":"https://doi.org/10.1007/978-3-030-01054-6_74","url":null,"abstract":"","PeriodicalId":6327,"journal":{"name":"2009 International Workshop on Intelligent Systems and Applications","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2018-09-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"87171554","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 : 2009-06-12DOI: 10.1109/IWISA.2009.5072637
Guang Chen, Z. Ren, Yaobo Li, Zhang Tao
The torpedo active electromagnetic fuze is an active electromagnetic detection system, as the distance between the transmitting and receiving antennas is very short, the direct coupling signal will inevitably appear in the receiving signals. This interference has the same frequency as target signal, and is of great harm to the detection system's normal operation. Traditional methods of same frequency interference elimination were analyzed, and it was found that neither of them were suitable for the object studied in this paper, so a method of same frequency interference elimination was put forward based on adaptive notch filter. Its working principle, working process and performance were analyzed; also its numerical value simulation and engineering test had been carried out. The results indicated that as long as the magnitude and phase of the same frequency remained unchanged, it would be effectively eliminated with this method; moreover, this method could be used in a low SNR situation.
{"title":"A Method of Same Frequency Interference Elimination Based on Adaptive Notch Filter","authors":"Guang Chen, Z. Ren, Yaobo Li, Zhang Tao","doi":"10.1109/IWISA.2009.5072637","DOIUrl":"https://doi.org/10.1109/IWISA.2009.5072637","url":null,"abstract":"The torpedo active electromagnetic fuze is an active electromagnetic detection system, as the distance between the transmitting and receiving antennas is very short, the direct coupling signal will inevitably appear in the receiving signals. This interference has the same frequency as target signal, and is of great harm to the detection system's normal operation. Traditional methods of same frequency interference elimination were analyzed, and it was found that neither of them were suitable for the object studied in this paper, so a method of same frequency interference elimination was put forward based on adaptive notch filter. Its working principle, working process and performance were analyzed; also its numerical value simulation and engineering test had been carried out. The results indicated that as long as the magnitude and phase of the same frequency remained unchanged, it would be effectively eliminated with this method; moreover, this method could be used in a low SNR situation.","PeriodicalId":6327,"journal":{"name":"2009 International Workshop on Intelligent Systems and Applications","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2009-06-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"77898927","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 : 2009-06-12DOI: 10.1109/IWISA.2009.5073093
Wei Li, Cai-hong Guo
Taking unfinished parts, that is, parts' work-in-progress (WIP), as the background, the PI control algorithm is proposed to apply for WIP control in discrete production systems and the cascade control of PI controllers is suggested. Designing of PI controllers is transformed into an optimization problem on the frequency domain, so as to guarantee the stability and robustness of PI controllers' parameters. Effective measures are taken to resolve the situations where WIP is beyond control limits, that is, two kinds of controllers, the backlog controller and the input rate controller, are devised to stabilize WIP, which correspond with the "I controller" and the "P controller" in the PI algorithm respectively. By such doing, the engineering implementation of PI controllers is well performed. For the permanent performance improvement, the SPC&PI integration control scheme is being used for WIP control. An integrating WIP control system (I-WipCS) is set up. Based on the above research, the implementation of the I-WipCS system is carried out in the production line of certain motorcycle engines' crankcases. Subjects such as its components, the principle of integrated controllers, and the dynamic scheduling strategies are analyzed. Then the control effect of I-WipCS system is assessed through simulation under dynamic environments.
{"title":"Research on Work-in-Progress Control System of Integrating PI and SPC","authors":"Wei Li, Cai-hong Guo","doi":"10.1109/IWISA.2009.5073093","DOIUrl":"https://doi.org/10.1109/IWISA.2009.5073093","url":null,"abstract":"Taking unfinished parts, that is, parts' work-in-progress (WIP), as the background, the PI control algorithm is proposed to apply for WIP control in discrete production systems and the cascade control of PI controllers is suggested. Designing of PI controllers is transformed into an optimization problem on the frequency domain, so as to guarantee the stability and robustness of PI controllers' parameters. Effective measures are taken to resolve the situations where WIP is beyond control limits, that is, two kinds of controllers, the backlog controller and the input rate controller, are devised to stabilize WIP, which correspond with the \"I controller\" and the \"P controller\" in the PI algorithm respectively. By such doing, the engineering implementation of PI controllers is well performed. For the permanent performance improvement, the SPC&PI integration control scheme is being used for WIP control. An integrating WIP control system (I-WipCS) is set up. Based on the above research, the implementation of the I-WipCS system is carried out in the production line of certain motorcycle engines' crankcases. Subjects such as its components, the principle of integrated controllers, and the dynamic scheduling strategies are analyzed. Then the control effect of I-WipCS system is assessed through simulation under dynamic environments.","PeriodicalId":6327,"journal":{"name":"2009 International Workshop on Intelligent Systems and Applications","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2009-06-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"86278040","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 : 2009-05-23DOI: 10.1109/IWISA.2009.5073197
Wensheng Yin, P. Tu, Fan Xu, Hengxi Zhang
The query method most commonly used is keywords query. The recall of document can be greatly improved through the expansion of synonymy, near-synonymy and hyponymy of keywords, but the precision may not always rise even to decline. In order to improve the precision, the mode of query expansion based on semantic skeleton must be used. Through analyzing the sentences, which are the components of basic semantic unit, this paper points out that the important factor to express the basic semantic meaning of the sentence is the basic components of sentence, which form the semantic skeleton of sentence. When users input their search requirements by query clause interface, the system can obtain their semantic skeleton, and obtain the documents desired by users through the match operation between the query document sentences and the semantic skeleton. Keywords-information retrieval; query expansion; semantic query; semantic skeleton
{"title":"The Query Expansion Method Based on Semantic Skeleton","authors":"Wensheng Yin, P. Tu, Fan Xu, Hengxi Zhang","doi":"10.1109/IWISA.2009.5073197","DOIUrl":"https://doi.org/10.1109/IWISA.2009.5073197","url":null,"abstract":"The query method most commonly used is keywords query. The recall of document can be greatly improved through the expansion of synonymy, near-synonymy and hyponymy of keywords, but the precision may not always rise even to decline. In order to improve the precision, the mode of query expansion based on semantic skeleton must be used. Through analyzing the sentences, which are the components of basic semantic unit, this paper points out that the important factor to express the basic semantic meaning of the sentence is the basic components of sentence, which form the semantic skeleton of sentence. When users input their search requirements by query clause interface, the system can obtain their semantic skeleton, and obtain the documents desired by users through the match operation between the query document sentences and the semantic skeleton. Keywords-information retrieval; query expansion; semantic query; semantic skeleton","PeriodicalId":6327,"journal":{"name":"2009 International Workshop on Intelligent Systems and Applications","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2009-05-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"74073053","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 : 2009-05-23DOI: 10.1109/IWISA.2009.5073017
Chen Jing, Hu Bihui, Yuan Youxin, Chun Xiao, Xiang Kui
A new combustion control method for oxygen-enriched or pure-oxygen ceramic roller kilns is proposed in this paper. This kind of roller kiln uses high-concentration oxygen or pure oxygen as the combustion-supporting medium. The new method introduces the pulse combustion control technology into the ceramic roller kiln to fine tune its oxygen-and-gas proportional regulator. This technology can greatly improve the combustion performance and thermal efficiency. It also meets the requirements of the sintering process well. This paper first analyzes the significance of this research by comparative analysis, and then discusses the configuration and implementation of the control system. Finally it gives the hardware and software design for the whole system. This system can automatically regulate the ratio of oxygen to fuel gas and the pulse combustion time of the mixed gas. In practice, it optimizes the combustion atmosphere, improves the thermal efficiency and products quality and reduces energy consumptions.
{"title":"Pulse Combustion Control Technology for Oxygen Atmosphere","authors":"Chen Jing, Hu Bihui, Yuan Youxin, Chun Xiao, Xiang Kui","doi":"10.1109/IWISA.2009.5073017","DOIUrl":"https://doi.org/10.1109/IWISA.2009.5073017","url":null,"abstract":"A new combustion control method for oxygen-enriched or pure-oxygen ceramic roller kilns is proposed in this paper. This kind of roller kiln uses high-concentration oxygen or pure oxygen as the combustion-supporting medium. The new method introduces the pulse combustion control technology into the ceramic roller kiln to fine tune its oxygen-and-gas proportional regulator. This technology can greatly improve the combustion performance and thermal efficiency. It also meets the requirements of the sintering process well. This paper first analyzes the significance of this research by comparative analysis, and then discusses the configuration and implementation of the control system. Finally it gives the hardware and software design for the whole system. This system can automatically regulate the ratio of oxygen to fuel gas and the pulse combustion time of the mixed gas. In practice, it optimizes the combustion atmosphere, improves the thermal efficiency and products quality and reduces energy consumptions.","PeriodicalId":6327,"journal":{"name":"2009 International Workshop on Intelligent Systems and Applications","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2009-05-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"75847545","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 : 2009-05-23DOI: 10.1109/IWISA.2009.5072917
Zelu Jia, Yaolin Liu
With the rapid progress of economy, the land prices change quickly, thus demanding frequent update that is hard to accomplish in time. This paper addresses these problems by employing geographic information system (GIS) and spatial data mining (SDM) to dynamically grade and evaluate the prices of land parcels. In the paper, the author briefly introduced the integrated techniques between GIS and SDM, and an application information system for land grading is proposed. The idea is to combine SDM with GIS and expert system and apply them to establish an intelligent land grading information system. Then a prototype system for land grading based on GIS and SDM use Visual C++ 6.0 and MapObject2.0 is designed and developed, the base algorithm of the SDM is used Decision Tree. Also, an application example (commercial land grading in Bao'an district) is presented to show the system is a transplantable and practical and extensible system.
随着经济的快速发展，土地价格变化很快，需要频繁更新，难以及时完成。本文利用地理信息系统(GIS)和空间数据挖掘技术(SDM)对地块价格进行动态定级和评价。本文简要介绍了GIS与SDM的集成技术，并提出了一个土地定级应用信息系统。将SDM与GIS、专家系统相结合，建立智能土地定级信息系统。然后利用Visual c++ 6.0和MapObject2.0设计开发了基于GIS和SDM的土地定级原型系统，SDM的基础算法采用决策树算法。最后以宝安区商业用地定级为例，说明该系统具有可移植性、实用性和可扩展性。
{"title":"Integrated GIS and Interactive Spatial Data Mining for Land Evaluation","authors":"Zelu Jia, Yaolin Liu","doi":"10.1109/IWISA.2009.5072917","DOIUrl":"https://doi.org/10.1109/IWISA.2009.5072917","url":null,"abstract":"With the rapid progress of economy, the land prices change quickly, thus demanding frequent update that is hard to accomplish in time. This paper addresses these problems by employing geographic information system (GIS) and spatial data mining (SDM) to dynamically grade and evaluate the prices of land parcels. In the paper, the author briefly introduced the integrated techniques between GIS and SDM, and an application information system for land grading is proposed. The idea is to combine SDM with GIS and expert system and apply them to establish an intelligent land grading information system. Then a prototype system for land grading based on GIS and SDM use Visual C++ 6.0 and MapObject2.0 is designed and developed, the base algorithm of the SDM is used Decision Tree. Also, an application example (commercial land grading in Bao'an district) is presented to show the system is a transplantable and practical and extensible system.","PeriodicalId":6327,"journal":{"name":"2009 International Workshop on Intelligent Systems and Applications","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2009-05-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"74632818","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 : 2009-05-23DOI: 10.1109/IWISA.2009.5072950
Wenliang Niu, Xi Han, Zheying Li, Xian Li
A measurement instrument based on different multi- processors system is designed for the signal waveform scale in the both time-domain and spectrum-domain in this paper. The cooperation method of different multi-processors is discussed. The multi-processors system consists of DSP, ARM and Nios II processors is introduced. And the whole structure of the system and the structure of each subsystem are given. Then a measurement instrument integrated with simple digital oscilloscope and spectrum analyzer using this multi-processors system is realized. Besides, the hardware architecture and software program flow chart of the real system, as well as the communication approach among the processors, are provided.
{"title":"Measurement Instrument Design Based on Different Multi-Processors","authors":"Wenliang Niu, Xi Han, Zheying Li, Xian Li","doi":"10.1109/IWISA.2009.5072950","DOIUrl":"https://doi.org/10.1109/IWISA.2009.5072950","url":null,"abstract":"A measurement instrument based on different multi- processors system is designed for the signal waveform scale in the both time-domain and spectrum-domain in this paper. The cooperation method of different multi-processors is discussed. The multi-processors system consists of DSP, ARM and Nios II processors is introduced. And the whole structure of the system and the structure of each subsystem are given. Then a measurement instrument integrated with simple digital oscilloscope and spectrum analyzer using this multi-processors system is realized. Besides, the hardware architecture and software program flow chart of the real system, as well as the communication approach among the processors, are provided.","PeriodicalId":6327,"journal":{"name":"2009 International Workshop on Intelligent Systems and Applications","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2009-05-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"72763181","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 : 2009-05-23DOI: 10.1109/IWISA.2009.5072904
N. Zhang, Jianhua Zhang
To reduce the transmissions among sensor nodes and prolong the lifecycle of the wireless sensor network, a data fusion mechanism based on immune was put forward. The self-study and self-adaptation characters of artificial immune system were used to bring an immune fusion algorithm forward. In the algorithm, the immune anti-redundancy, immune selection and immune memory were used to ensure high reliability and low redundancy. The experiments show that the mechanism can reduce the energy consumption effectively, and has preferable common use character.
{"title":"Immune-Based Data Fusion Mechanism in Wireless Sensor Network","authors":"N. Zhang, Jianhua Zhang","doi":"10.1109/IWISA.2009.5072904","DOIUrl":"https://doi.org/10.1109/IWISA.2009.5072904","url":null,"abstract":"To reduce the transmissions among sensor nodes and prolong the lifecycle of the wireless sensor network, a data fusion mechanism based on immune was put forward. The self-study and self-adaptation characters of artificial immune system were used to bring an immune fusion algorithm forward. In the algorithm, the immune anti-redundancy, immune selection and immune memory were used to ensure high reliability and low redundancy. The experiments show that the mechanism can reduce the energy consumption effectively, and has preferable common use character.","PeriodicalId":6327,"journal":{"name":"2009 International Workshop on Intelligent Systems and Applications","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2009-05-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"75577305","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 : 2009-05-23DOI: 10.1109/IWISA.2009.5072861
Peng Wu, Xiaohua Li, Jiliu Zhou, Gang Lei
The traditional Gabor transform need calculate convolution with whole image when extract expression feature. So, the feature dimensions are very large and computation complexity is very high. Though some improved methods can reduce the feature dimensions and computing cost by manually marking out the feature points, but those methods need intense human intervention and can not meet to the need of automatic recognition. In This paper, a new face expression recognition method are proposed based on feature fusion which combines the Gabor transform and ASM automatic feature orientation technology. Firstly, ASM technology is used to locate the feature point of a face shape. And then Gabor feature of feature point are extracted by using Gabor transform. Finally, the two feature sets are fused to implement the face expression recognition. The experimental results show that the proposed method can effectively utilize the local texture information and global shape information of expression and get better recognition effect.
{"title":"Face Expression Recognition Based on Feature Fusion","authors":"Peng Wu, Xiaohua Li, Jiliu Zhou, Gang Lei","doi":"10.1109/IWISA.2009.5072861","DOIUrl":"https://doi.org/10.1109/IWISA.2009.5072861","url":null,"abstract":"The traditional Gabor transform need calculate convolution with whole image when extract expression feature. So, the feature dimensions are very large and computation complexity is very high. Though some improved methods can reduce the feature dimensions and computing cost by manually marking out the feature points, but those methods need intense human intervention and can not meet to the need of automatic recognition. In This paper, a new face expression recognition method are proposed based on feature fusion which combines the Gabor transform and ASM automatic feature orientation technology. Firstly, ASM technology is used to locate the feature point of a face shape. And then Gabor feature of feature point are extracted by using Gabor transform. Finally, the two feature sets are fused to implement the face expression recognition. The experimental results show that the proposed method can effectively utilize the local texture information and global shape information of expression and get better recognition effect.","PeriodicalId":6327,"journal":{"name":"2009 International Workshop on Intelligent Systems and Applications","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2009-05-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"74340997","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}
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