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2011 Fourth International Conference on Intelligent Computation Technology and Automation最新文献

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Design of WebGIS Rendering Engine Based on Silverlight-based RIA 基于silverlight的RIA的WebGIS渲染引擎设计
2011 Fourth International Conference on Intelligent Computation Technology and Automation Pub Date : 2011-03-28 DOI: 10.1109/ICICTA.2011.263
Quan Shi, Hengshan Wang, Hui Wang, Jianping Chen
{"title":"Design of WebGIS Rendering Engine Based on Silverlight-based RIA","authors":"Quan Shi, Hengshan Wang, Hui Wang, Jianping Chen","doi":"10.1109/ICICTA.2011.263","DOIUrl":"https://doi.org/10.1109/ICICTA.2011.263","url":null,"abstract":"In order to render WebGIS vector map with better effects, build a client-side multi-level structural vector map rendering engine, which is built upon Microsoft's Silver light-based RIA and SQL Server 2008 spatial database. implement a marine management system for Nan tong City (MMSNT) based on this engine. build the architecture of the system used Windows Communication Foundation(WCF) data com-munication and introduce the detailed technology. The successful application of the rendering engine in MMSNT sufficiently shows that the rendering engine is valuable in many GIS-related applications.","PeriodicalId":368130,"journal":{"name":"2011 Fourth International Conference on Intelligent Computation Technology and Automation","volume":"46 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2011-03-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132136600","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: 3
Treatment Method after Discretization of Continuous Attributes Based on Attributes Importance and Samples Entropy 基于属性重要性和样本熵的连续属性离散化处理方法
2011 Fourth International Conference on Intelligent Computation Technology and Automation Pub Date : 2011-03-28 DOI: 10.1109/ICICTA.2011.293
Shen Hua Ha, Li-yan Zhuang, Yuxin Zhou, Z. Pei, Lisha Liu, Yinan Lu, Ying Kong
{"title":"Treatment Method after Discretization of Continuous Attributes Based on Attributes Importance and Samples Entropy","authors":"Shen Hua Ha, Li-yan Zhuang, Yuxin Zhou, Z. Pei, Lisha Liu, Yinan Lu, Ying Kong","doi":"10.1109/ICICTA.2011.293","DOIUrl":"https://doi.org/10.1109/ICICTA.2011.293","url":null,"abstract":"It has great significance to efficiently distinguish the type of the samples' data in the decision table after the discretization for the course of machine learning and data mining afterwards. This paper puts forward an annotation method of distinguishing the data type based on attributes importance and the samples entropy, and processed the simulation test using part of the UCI database which was artificially modified, it turns out the method is able to efficiently identify the data type with high accuracy, low misidentification rate and low reject rate.","PeriodicalId":368130,"journal":{"name":"2011 Fourth International Conference on Intelligent Computation Technology and Automation","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2011-03-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130928500","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
An Agent-based Modeling Approach for Stochastic Molecular Events of Biochemical Networks 基于agent的生化网络随机分子事件建模方法
2011 Fourth International Conference on Intelligent Computation Technology and Automation Pub Date : 2011-03-28 DOI: 10.1109/ICICTA.2011.197
Zhang Kuan, Qin Rui-bin, Zheng Hao-ran, Niu Jun-qing
{"title":"An Agent-based Modeling Approach for Stochastic Molecular Events of Biochemical Networks","authors":"Zhang Kuan, Qin Rui-bin, Zheng Hao-ran, Niu Jun-qing","doi":"10.1109/ICICTA.2011.197","DOIUrl":"https://doi.org/10.1109/ICICTA.2011.197","url":null,"abstract":"Modeling and simulation of intracellular biochemical networks is a critical method to study the biological system behaviors. The phenomena of self-organization play a crucial role in biological systems and Agent-based modeling (ABM) has been widely viewed as a computational framework to study the complex systems. Agent-based modeling approach has tremendous potential in advancing studying the phenomena of self-organization in biochemical networks, but is still under-utilized both in theory and practice. In this study we present a new bottom-up computational modeling and simulation paradigm -- Agent-Based Modeling (ABM) with Reaction Agents (ABM-RA) which models the biochemical networks based on self-organization and is a mathematical formalization of a multi-agent system for the biochemical reaction networks. Experiment results show that ABM-RA is a generic approach. It is thus a fundamentally better fit to a real biological system than the top-down approach which relies heavily on human abstractions.","PeriodicalId":368130,"journal":{"name":"2011 Fourth International Conference on Intelligent Computation Technology and Automation","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2011-03-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130457428","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: 7
Experimental Investigation for Two-valve Control System Characters 双阀控制系统特性的实验研究
2011 Fourth International Conference on Intelligent Computation Technology and Automation Pub Date : 2011-03-28 DOI: 10.1109/ICICTA.2011.118
Liu Yongfeng, Qiu Tao, Y. Jianwei, S. Jianmin, Zhou Qinhui
{"title":"Experimental Investigation for Two-valve Control System Characters","authors":"Liu Yongfeng, Qiu Tao, Y. Jianwei, S. Jianmin, Zhou Qinhui","doi":"10.1109/ICICTA.2011.118","DOIUrl":"https://doi.org/10.1109/ICICTA.2011.118","url":null,"abstract":"To study the injection characteristics the double-solenoid valve system is designed in different conditions, and double solenoid valve test system and a test platform and built to complete the test content. Conditions on the regulation of the same target features, performance and low-speed jet loop dynamic adjustment of performance between the test result analysis. Results show that double solenoid valve system on the same target conditions can be quickly and easily change the injection characteristics, enhanced fuel injection characteristics of the controllability of the system, through the two valves are open and flexible combination of timing control, low speed engine, they can easily achieve high-pressure fuel injection, by changing the control valve and the duration of time, two-valve system can be quickly and flexibly adjust the diesel engine fuel injection characteristics of each work cycle to meet the needs of the engine in different conditions, can greatly improve engine performance and low speed start-economy and emissions.","PeriodicalId":368130,"journal":{"name":"2011 Fourth International Conference on Intelligent Computation Technology and Automation","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2011-03-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127878896","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
Using Neural Network to Model the Relationship between Plant Surface Color and its Pigment 植物表面颜色与色素关系的神经网络建模
2011 Fourth International Conference on Intelligent Computation Technology and Automation Pub Date : 2011-03-28 DOI: 10.1109/ICICTA.2011.361
Zeng Qingmao, Zhang Tong, Zhu Tonglin
{"title":"Using Neural Network to Model the Relationship between Plant Surface Color and its Pigment","authors":"Zeng Qingmao, Zhang Tong, Zhu Tonglin","doi":"10.1109/ICICTA.2011.361","DOIUrl":"https://doi.org/10.1109/ICICTA.2011.361","url":null,"abstract":"Combining the intelligent algorithm such as BP neural network and support vector maching (SVM) with traditional chemical method, this paper models the relationship between plant surface color and its pigment. Using the neural network model constructed above, people can figure out the content of plant pigments by getting the corresponding plant surface color information. Compared with the traditional modeling methods, this method can significantly save time and experimental supplies. Furthermore, it is easy to implement because it needn't touch samples and doesn't cause any damage to samples. So this method provides a practical tool for non-destructive measurements of plant pigments and solutions to explore the mystery of plant color.","PeriodicalId":368130,"journal":{"name":"2011 Fourth International Conference on Intelligent Computation Technology and Automation","volume":"34 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2011-03-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127880610","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
Image Collection Filed of Plant Roots Based on Hypoid Mirror 基于准双曲面镜的植物根系图像采集领域
2011 Fourth International Conference on Intelligent Computation Technology and Automation Pub Date : 2011-03-28 DOI: 10.1109/ICICTA.2011.426
Bi Kun, Huang Feifei, Zhao Xin, Wang Cheng
{"title":"Image Collection Filed of Plant Roots Based on Hypoid Mirror","authors":"Bi Kun, Huang Feifei, Zhao Xin, Wang Cheng","doi":"10.1109/ICICTA.2011.426","DOIUrl":"https://doi.org/10.1109/ICICTA.2011.426","url":null,"abstract":"Hypoid mirror can get panoramic images around 360°. Because of this, it can be applied to plant roots morphology monitoring and analysis system. It avoids the complex mechanical design using micro root window method to collect image, which needs to use objective and CCD camera along the tube wall of micro pipe to rotate 360°. It also improves efficiency of root image collection. After collecting image, the collected image is preprocessed and calibrated. SIFT feature point matching algorithm is applied the process of image matching and joining together. Meanwhile improve SIFT on feature points matching. The speed of feature points matching increases about five times, and completely satisfy real time requirement. It provides technical reserves for independently contrivable root monitoring system in China. It also provides convenience for agricultural workers to comprehensive observations.","PeriodicalId":368130,"journal":{"name":"2011 Fourth International Conference on Intelligent Computation Technology and Automation","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2011-03-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131349127","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
Fault Diagnosis of Transformer Based on Random Forest 基于随机森林的变压器故障诊断
2011 Fourth International Conference on Intelligent Computation Technology and Automation Pub Date : 2011-03-28 DOI: 10.1109/ICICTA.2011.40
X. Chen, Hongmei Cui, Linkai Luo
{"title":"Fault Diagnosis of Transformer Based on Random Forest","authors":"X. Chen, Hongmei Cui, Linkai Luo","doi":"10.1109/ICICTA.2011.40","DOIUrl":"https://doi.org/10.1109/ICICTA.2011.40","url":null,"abstract":"Fault diagnosis of transformer in power system is studied in this paper. Considering the excellent performances of Random Forest (RF) in pattern recognition, we apply RF to construct a diagnosis model to predict the situation of transformer. The experiments of fault diagnosis for some real transformers show that RF obtains a better result in prediction accuracy and stability than traditional Back Propagation neural network does. In addition, the order of influence factors given by RF is helpful in fault diagnosis.","PeriodicalId":368130,"journal":{"name":"2011 Fourth International Conference on Intelligent Computation Technology and Automation","volume":"18 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2011-03-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122174232","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: 20
Simplified RPE Algorithm and its Fixed-Point Implementation 简化RPE算法及其定点实现
2011 Fourth International Conference on Intelligent Computation Technology and Automation Pub Date : 2011-03-28 DOI: 10.1109/ICICTA.2011.460
Yuan Hongxing, Wu Shaoqun, Zha Changjun
{"title":"Simplified RPE Algorithm and its Fixed-Point Implementation","authors":"Yuan Hongxing, Wu Shaoqun, Zha Changjun","doi":"10.1109/ICICTA.2011.460","DOIUrl":"https://doi.org/10.1109/ICICTA.2011.460","url":null,"abstract":"In mobile communication it is necessary to remove acoustic echo. Most acoustic echo cancellation algorithms are sensitive to double-talk. Recursive prediction error (RPE) algorithm is one of the best solutions to such problem. However integrating the algorithm into headsets is a challenging task due to conversion from floating-point to fixed-point. To address this problem, the simplification approach and fixed-point implementation are proposed. Simulation results validate the simplification and its fixed-point implementation.","PeriodicalId":368130,"journal":{"name":"2011 Fourth International Conference on Intelligent Computation Technology and Automation","volume":"10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2011-03-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122312797","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
A System for Fruit Tree Canopy Characters Measuring Based on CAN-bus 基于can总线的果树冠层特性测量系统
2011 Fourth International Conference on Intelligent Computation Technology and Automation Pub Date : 2011-03-28 DOI: 10.1109/ICICTA.2011.297
Yu Long, Hong Tiansheng, Zhao Zuo-xi, Huang Jian, Zhang Ling
{"title":"A System for Fruit Tree Canopy Characters Measuring Based on CAN-bus","authors":"Yu Long, Hong Tiansheng, Zhao Zuo-xi, Huang Jian, Zhang Ling","doi":"10.1109/ICICTA.2011.297","DOIUrl":"https://doi.org/10.1109/ICICTA.2011.297","url":null,"abstract":"Measuring of fruit tree canopy parameters were required for site-specific management of fruit orchard such as estimation of fruit yield, variable rate application of fertilizer and pesticides precisely on each tree. For riding the effect cased by tractor deviation in driving path between two rows of trees and uneven ground, measuring was designed based on CAN bus, combined robot navigation technology, including AHRS and DGPS-RTK, with the measuring of fruit tree canopy characters, and used C8051F040 micro controller as node ECU. The hardware circuit was introduced in detail, the forming of CAN transmission information frame and software were also analyzed. Experiment with litchi trees in orchard using four ultrasonic sensors showed that system was stable, having highly repeatability (R2=0.9341, RMSE=1.22m3) and accuracy (R2=0.8972, RMSE=1.766m3) of canopy volume measuring.","PeriodicalId":368130,"journal":{"name":"2011 Fourth International Conference on Intelligent Computation Technology and Automation","volume":"25 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2011-03-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126060201","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
Dynamic Analysis to the Seeds in Indent of the Indent Cylinder Separator 压痕筒分离器压痕内种子的动力学分析
2011 Fourth International Conference on Intelligent Computation Technology and Automation Pub Date : 2011-03-28 DOI: 10.1109/ICICTA.2011.309
Huimin Wang, Mingliang Wu, Tang Lun, L. Yong, Deng Ping
{"title":"Dynamic Analysis to the Seeds in Indent of the Indent Cylinder Separator","authors":"Huimin Wang, Mingliang Wu, Tang Lun, L. Yong, Deng Ping","doi":"10.1109/ICICTA.2011.309","DOIUrl":"https://doi.org/10.1109/ICICTA.2011.309","url":null,"abstract":"Recently, traditional rules of male sterile lines and restorer lines to regularization planting, with harvesting respectively, labor intensive, uneven pollination, and seriously affecting to the quality and yield of seeds, have been changed by the technology of Engineered Seeding Production, which can reduce the production cost and greatly raise the level of seeds breeding mechanization. But, there are also many problems, in particular, purity of the seeds and high working efficiency are hard to guarantee. So developing a separator is the crux of further popularization. On the basis of parents in different lengths, this paper designs a model Indent Cylinder Separator to study dynamics analysis, and obtains the factors influencing the results of separation are radius, angular velocity and rake angle of the cylinder. Meanwhile, mathematics models between structural, kinetic parameters of the cylinder and different lengths seeds are founded to provide theory basis for further study of structure and parameter design.","PeriodicalId":368130,"journal":{"name":"2011 Fourth International Conference on Intelligent Computation Technology and Automation","volume":"40 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2011-03-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125650660","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: 3
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