发布求助
文献互助 智能选刊 最新文献

2010 Third International Symposium on Information Science and Engineering最新文献

筛选
英文 中文
Information Decay in Building Predictive Models Using Temporal Data 利用时间数据建立预测模型中的信息衰减
2010 Third International Symposium on Information Science and Engineering Pub Date : 2010-12-24 DOI: 10.4304/JSW.7.2.479-484
Lasheng Yu, Mukwende Placide
{"title":"Information Decay in Building Predictive Models Using Temporal Data","authors":"Lasheng Yu, Mukwende Placide","doi":"10.4304/JSW.7.2.479-484","DOIUrl":"https://doi.org/10.4304/JSW.7.2.479-484","url":null,"abstract":"Most predictive data mining methods are based on the assumption that the historical data involved in building and verifying a model are the best estimator of what will happen in the future. However, the relevance of past to the future depends on the application domain in a specific timeframe. In this paper, we present a method of predicting the future from temporal data using information decay technique that estimate the relevance of the past to the future with the help of the knowledge of the information lifetime of the temporal data. We show how to use a decision tree data mining technique to build an information-decay-based predictive model by introducing an information decay method in impurity measure functions. The relevance of the concepts is proven by comparing two decision tree-based classifiers: one built using information decay over a specific timeframe and the other built setting aside the time factor.","PeriodicalId":206833,"journal":{"name":"2010 Third International Symposium on Information Science and Engineering","volume":"36 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-12-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126166751","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: 5
An Ontology-Based Translation Memory Model in Localization Translation 本地化翻译中基于本体的翻译记忆模型
2010 Third International Symposium on Information Science and Engineering Pub Date : 2010-12-24 DOI: 10.1109/ISISE.2010.37
Yazhi Yao
{"title":"An Ontology-Based Translation Memory Model in Localization Translation","authors":"Yazhi Yao","doi":"10.1109/ISISE.2010.37","DOIUrl":"https://doi.org/10.1109/ISISE.2010.37","url":null,"abstract":"Translation constitutes an important part of the process of product or software localization. Unlike translators in the traditional sense, localization translators translate with the aid of the translation memory (TM) tools, which is the core of computer-aided translation technology. Semantic information at word and sentence levels is beneficial to efficient retrieval and higher translation quality. This paper analyzes the properties of localization translation and presents an ontology-based translation memory model that is specific to localization translation. This model owns two types of ontologies, i.e., the universal ontology and the specialized ontology. The former gives the semantic explanation of universal concepts and is based on HowNet and WordNet, the latter aims to define the semantics of concepts and terminology belonging to the localization domain and some specialized areas such as the domain of railways. A systematic workflow for constructing the specialized ontology is also illustrated. The semantic similarity metrics at the word and sentence levels are designed to measure the degree of similarity between the sentence to be translated and its candidate translated sentences. These metrics support retrieval from memory bases of similar sentences translated previously. It is revealed that applying ontologies in localization translation can improve the efficiency of localization translation, guarantee the translation quality and speed up the process of software localization.","PeriodicalId":206833,"journal":{"name":"2010 Third International Symposium on Information Science and Engineering","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-12-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130775758","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
Schistosoma cercariae Image Recognition Based on BP Neural Network 基于BP神经网络的血吸虫尾蚴图像识别
2010 Third International Symposium on Information Science and Engineering Pub Date : 2010-12-24 DOI: 10.1109/ISISE.2010.104
Shenhai Yan, X. Huang, Yuhuan Chen
{"title":"Schistosoma cercariae Image Recognition Based on BP Neural Network","authors":"Shenhai Yan, X. Huang, Yuhuan Chen","doi":"10.1109/ISISE.2010.104","DOIUrl":"https://doi.org/10.1109/ISISE.2010.104","url":null,"abstract":"Schistosomiasis is infectious and parasitic diseases with serious hazards. It will contribute to the prevention and treatment of schistosomiasis to establish an automatic monitoring and identifying system for the schistosomacercariae. Schistosoma cercariae's swing, the complexity of their environment and so on are increasing the difficulty of the schist some cercariae image recognition. In this paper, we extract schist soma cercariae's morphological characteristics and establish a three-layer BP network B (8, 3, 1) to recognize schist some cercariae image. Experimental results show that the method is effective. Experimental recognition rate can reach 92.86%.","PeriodicalId":206833,"journal":{"name":"2010 Third International Symposium on Information Science and Engineering","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-12-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129185233","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
Optimized Design Bézier Surfaces Interpolation Geodesics 优化设计bsamizier曲面插值测地线
2010 Third International Symposium on Information Science and Engineering Pub Date : 2010-12-24 DOI: 10.1109/ISISE.2010.138
Yang Huogen, Zou Wei-gang
{"title":"Optimized Design Bézier Surfaces Interpolation Geodesics","authors":"Yang Huogen, Zou Wei-gang","doi":"10.1109/ISISE.2010.138","DOIUrl":"https://doi.org/10.1109/ISISE.2010.138","url":null,"abstract":"This paper is concerned with reconstruction of Bézier surfaces through the cubic geodesics. Given n(n=2)regular spatial cubic Bézier curves, polynomial Bézier surfaces are designed to interpolate these curves so that they are isoprametric geodesics of the constructed surfaces. The control points of the interpolation surfaces are represented explicitly, and the surfaces are optimized by two minimization criterions. Computational experiments show the method is feasible.","PeriodicalId":206833,"journal":{"name":"2010 Third International Symposium on Information Science and Engineering","volume":"43 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-12-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123318611","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
Blind Experiment Based on Dynamic Approximate Entropy Measure for Quasi-brain-death EEG 基于动态近似熵测度的准脑死亡脑电盲实验
2010 Third International Symposium on Information Science and Engineering Pub Date : 2010-12-24 DOI: 10.1109/ISISE.2010.85
Qi-Wei Shi, Yunchao Yin, Shilei Cui, Yinan Zhou, Hui-Li Zhu, Jianting Cao, Rubin Wang
{"title":"Blind Experiment Based on Dynamic Approximate Entropy Measure for Quasi-brain-death EEG","authors":"Qi-Wei Shi, Yunchao Yin, Shilei Cui, Yinan Zhou, Hui-Li Zhu, Jianting Cao, Rubin Wang","doi":"10.1109/ISISE.2010.85","DOIUrl":"https://doi.org/10.1109/ISISE.2010.85","url":null,"abstract":"Electroencephalography (EEG) based preliminary examination has been proposed in the clinical brain death determination. In the EEG signal analysis process, Approximate Entropy (ApEn) as a complexity based method appears to have potential for the application to physiological and clinical time-series data. In our previous studies, in the condition of knowing about the clinical state of patients from the standard process of brain-death diagnosis, the same results could be obtained by using our developed ApEn measure for quasi-brain-death EEG. In this paper, we present this dynamic complexity measure based blind experiment without knowing about the clinical symptoms of patients beforehand. Features obtained from three typical cases indicate one patient being in coma and the other changing from com to quasi-brain-death. Being identical to further clinical diagnose, results of thirteen cases from nine patients illustrate the effectiveness of our proposed method and implies its significance of a reference for brain death diagnosis in clinical practice.","PeriodicalId":206833,"journal":{"name":"2010 Third International Symposium on Information Science and Engineering","volume":"54 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-12-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126507330","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
Research on the Color Detection of LCD Instrument Panel Based on Machine Vision 基于机器视觉的LCD仪表板颜色检测研究
2010 Third International Symposium on Information Science and Engineering Pub Date : 2010-12-24 DOI: 10.1109/ISISE.2010.95
DU Shao-ling, Dai Shu-guang
{"title":"Research on the Color Detection of LCD Instrument Panel Based on Machine Vision","authors":"DU Shao-ling, Dai Shu-guang","doi":"10.1109/ISISE.2010.95","DOIUrl":"https://doi.org/10.1109/ISISE.2010.95","url":null,"abstract":"The research focuses on the color detection of automobile LCD instrument panel. In order to detect the color of indicating symbol and LCD-screen simultaneously, which the former one is reflector and the later one is self-illuminant. The LCD computer screen and projector apparatus are used in the experiment to represent the reflector and self-illuminant, and then, we analyze their color feature differences in machine vision system. The study shows that the vision features of reflective colors and self-luminous colors in machine vision system are approximately same. However, there are a few differences in their vision features, which will impact on the detective methods designing.","PeriodicalId":206833,"journal":{"name":"2010 Third International Symposium on Information Science and Engineering","volume":"26 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-12-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116668661","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
Particle Gradient Multi-objective Evolutionary Algorithm Based on GPU with CUDA 基于GPU和CUDA的粒子梯度多目标进化算法
2010 Third International Symposium on Information Science and Engineering Pub Date : 2010-12-24 DOI: 10.1109/ISISE.2010.136
Xuezhi Yue, Zhijian Wu, Kangshun Li
{"title":"Particle Gradient Multi-objective Evolutionary Algorithm Based on GPU with CUDA","authors":"Xuezhi Yue, Zhijian Wu, Kangshun Li","doi":"10.1109/ISISE.2010.136","DOIUrl":"https://doi.org/10.1109/ISISE.2010.136","url":null,"abstract":"In the paper, particle gradient multi-objective evolutionary algorithm (PGMOEA) on GPU is presented. PGMOEA extends the classical particle dynamic multi-objective evolutionary algorithm by incorporating the gradient information of each particle from evolutionary programming. We perform experiments to compare PGMOEA on GPU with PGMOEA on CPU and demonstrate that PGMOEA on GPU is much more effective and efficient than PGMOEA on CPU.","PeriodicalId":206833,"journal":{"name":"2010 Third International Symposium on Information Science and Engineering","volume":"2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-12-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121810572","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
Differential Decoding of Low-Density Parity-Check Codes Based on Min Sum Algorithm 基于最小和算法的低密度奇偶校验码差分解码
2010 Third International Symposium on Information Science and Engineering Pub Date : 2010-12-24 DOI: 10.1109/ISISE.2010.141
Shizhang Peng, Ze-mao Zhao, J. Bao
{"title":"Differential Decoding of Low-Density Parity-Check Codes Based on Min Sum Algorithm","authors":"Shizhang Peng, Ze-mao Zhao, J. Bao","doi":"10.1109/ISISE.2010.141","DOIUrl":"https://doi.org/10.1109/ISISE.2010.141","url":null,"abstract":"To improve performance and reduce computation complexity of the low-density parity-check (LDPC) codes, a min-sum based differential decoding algorithm is proposed. The main principle is that the messages passing in the bipartite graph of the codes are the probability differences and the updates of the check nodes adopt min sum algorithm. Simulation results show that the proposed algorithm can achieve about 0.4dB performance gain over the UMP BP-Based decoding algorithm at bit error rate (BER) of under an additive white Gaussian noise (AWGN) channel. And it can obtain good performance very close to that of the BP decoding algorithm with much lower complexity.","PeriodicalId":206833,"journal":{"name":"2010 Third International Symposium on Information Science and Engineering","volume":"35 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-12-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125629581","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
An Improved Genetic & Ant Colony Optimization Algorithm for Travelling Salesman Problem 一种改进的遗传蚁群优化算法求解旅行商问题
2010 Third International Symposium on Information Science and Engineering Pub Date : 2010-12-24 DOI: 10.1109/ISISE.2010.126
Lanlan Kang, Wenliang Cao
{"title":"An Improved Genetic & Ant Colony Optimization Algorithm for Travelling Salesman Problem","authors":"Lanlan Kang, Wenliang Cao","doi":"10.1109/ISISE.2010.126","DOIUrl":"https://doi.org/10.1109/ISISE.2010.126","url":null,"abstract":"Ant Colony Algorithm (ACA) and Generation Algorithm (GA) are two bionic optimization algorithm, they are also two powerful and effective algorithms for solving the combination optimization problems, moreover they all were successfully used in traveling salesman problem (TSP) . This paper syncretizes two algorithms, meanwhile, a new syncretic method is put forward. The simulation results show that the new algorithm of ACA and GA is better at improving global convergence and quickening the speed of convergence.","PeriodicalId":206833,"journal":{"name":"2010 Third International Symposium on Information Science and Engineering","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-12-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131152863","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
Effect of Platform Attitude Stability on Image Quality of Spatially Modulated Imaging Fourier Transform Spectrometer 平台姿态稳定性对空间调制成像傅立叶变换光谱仪成像质量的影响
2010 Third International Symposium on Information Science and Engineering Pub Date : 2010-12-24 DOI: 10.1109/ISISE.2010.52
Juanjuan Jing, Ruyi Wei, Yan Yuan
{"title":"Effect of Platform Attitude Stability on Image Quality of Spatially Modulated Imaging Fourier Transform Spectrometer","authors":"Juanjuan Jing, Ruyi Wei, Yan Yuan","doi":"10.1109/ISISE.2010.52","DOIUrl":"https://doi.org/10.1109/ISISE.2010.52","url":null,"abstract":"The data acquired by the spatially modulated imaging Fourier Transform spectrometer(SMIFTS) contain one dimensional spatial information, one dimensional interference information, and one dimensional push broom scanning spatial information. This kind of spectrometer theoretically requires that flying platform keeps uniform moving velocity and steady attitude in the imaging mode, as well as the imaging motion in each two neighboring interferograms is one array of pixels. The unsteadiness of platform would not only cause problems such as distortion, mixed pixels and lower signal-noise ratio on acquired spatial images, but also produce deviation and decadence of interferograms away from ideal ones, bringing the distortion of real spectra. The abnormal image motion model between satellite attitude and the data acquired by SMIFTS is built based on the theory that projection center of a sensor, an image point and an object on the ground are in the same line. This paper calculates the image motions between different frames, assuming that the pitch angle and yaw angle are same, And moreover, analyzes the effect of the attitude steadiness on the data quality of SMIFTS. The results show that, pitch angle bringing distortion of neighboring interferograms in along-orbit directions has most serious effect, the image gradient decrease obviouly and the discrepancy between interferogram and spectra is bigger, yaw angle bringing the relative rotation of neighboring interferograms has the less serious effect on images and spectra. To get the real spectra of the object, we should take some measures to correct it.","PeriodicalId":206833,"journal":{"name":"2010 Third International Symposium on Information Science and Engineering","volume":"21 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-12-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121867930","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
首页 上一页 下一页 尾页
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整，为了账户安全，请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
请完成安全验证×
相关产品
×
本文献相关产品
联系我们：info@booksci.cn Book学术提供免费学术资源搜索服务，方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号：481959085
Book学术官方微信