2006 IEEE International Conference on Granular Computing最新文献_第9页

Priority ordered direction basis function neural networks and the application for object recognition 优先顺序方向基函数神经网络及其在目标识别中的应用

2006 IEEE International Conference on Granular Computing Pub Date : 2006-05-10 DOI: 10.1109/GRC.2006.1635788

Wenming Cao, Fei Lu, Shoujue Wang

引用次数: 0

A graduate seminar on foundations of data mining 关于数据挖掘基础的研究生研讨会

2006 IEEE International Conference on Granular Computing Pub Date : 2006-05-10 DOI: 10.1109/GRC.2006.1635816

Zhengxin Chen

引用次数: 0

Research for Hopf bifurcation of an inertial two-neuron system with time delay 一类时滞惯性双神经元系统Hopf分岔的研究

2006 IEEE International Conference on Granular Computing Pub Date : 2006-05-10 DOI: 10.1109/GRC.2006.1635830

Qun Liu, X. Liao, Guoyin Wang, Yuehua Wu

引用次数: 15

Error awareness data mining 错误感知数据挖掘

2006 IEEE International Conference on Granular Computing Pub Date : 2006-05-10 DOI: 10.1109/GRC.2006.1635795

Xingquan Zhu, Xindong Wu

引用次数: 6

Quotient space approachability basing on measure space and fusion model of weighted graphical structure 基于测度空间和加权图结构融合模型的商空间可达性

2006 IEEE International Conference on Granular Computing Pub Date : 2006-05-10 DOI: 10.1109/GRC.2006.1635856

Hongbin Fang, Ling Zhang

引用次数: 0

An analytical model to estimate the time taken for cytoplasmic reactions for stochastic simulation of complex biological systems 复杂生物系统随机模拟中估计细胞质反应所需时间的分析模型

2006 IEEE International Conference on Granular Computing Pub Date : 2006-05-10 DOI: 10.1109/GRC.2006.1635762

P. Ghosh, Samik Ghosh, K. Basu, Sajal K. Das, S. Daefler

{"title":"An analytical model to estimate the time taken for cytoplasmic reactions for stochastic simulation of complex biological systems","authors":"P. Ghosh, Samik Ghosh, K. Basu, Sajal K. Das, S. Daefler","doi":"10.1109/GRC.2006.1635762","DOIUrl":"https://doi.org/10.1109/GRC.2006.1635762","url":null,"abstract":"The complexity of biological systems motivates the use of a computer or \"in silico\" stochastic event based modeling approach to better identify the dynamic interactions of different processes in the system. This requires the computation of the time taken by different events in the system based on their biological functions and corresponding environment. One such important event is the reactions between the molecules inside the cytoplasm of a cell where the reaction environment is highly chaotic. We present a mathematical formulation for the estimation of the reaction time between two molecules within a cell based on the system state assuming that the reactant molecules enter the system one at a time to initiate reactions. We derive expressions for the average and second moment of the time for reaction to be used by our stochastic event-based simulation. Unlike rate equations, the proposed model does not require the assumption of concentration stability for multiple molecule reactions. The reaction time estimate is considered to be a random variable that suits the stochastic event based simulation method.","PeriodicalId":400997,"journal":{"name":"2006 IEEE International Conference on Granular Computing","volume":"32 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2006-05-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124886375","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: 18

Obfuscate arrays by homomorphic functions 用同态函数混淆数组

2006 IEEE International Conference on Granular Computing Pub Date : 2006-05-10 DOI: 10.1109/GRC.2006.1635914

W. Zhu, C. Thomborson, Fei-Yue Wang

{"title":"Obfuscate arrays by homomorphic functions","authors":"W. Zhu, C. Thomborson, Fei-Yue Wang","doi":"10.1109/GRC.2006.1635914","DOIUrl":"https://doi.org/10.1109/GRC.2006.1635914","url":null,"abstract":"As various computers are connected into a world wide network, software protections becomes a more and more im- portant issue for software users and developers. There are some technical measures for software protections, such as hardware- based protections and software-based techniques, etc. Software obfuscation is one of these measures. It protects software from unauthorized modification by making software more obscure so that it is hard for the potential attacker to understand the obfuscated software. Chow et al. use residue number technique to software obfuscation by encoding variables in the original program to hide the true meaning of these variables (1). There is some discussion about the division of residue numbers in (1), but, in order to lay a sound ground for this technique, we proposed homomorphic functions in (2) to deal with division by several constants in residue numbers. Data structures are important components of programme and they are key clues for people to understand codes. Obfuscating data structures of programme will make it very hard for an enemy to attack them. In this paper, we apply homomorphic functions to obfuscating the data structures of software.","PeriodicalId":400997,"journal":{"name":"2006 IEEE International Conference on Granular Computing","volume":"69 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2006-05-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121346157","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: 16

An effective extension to okapi for biomedical text mining 生物医学文本挖掘中对霍加皮的有效扩展

2006 IEEE International Conference on Granular Computing Pub Date : 2006-05-10 DOI: 10.1109/GRC.2006.1635878

Ming Zhong, Xiangji Huang

引用次数: 1

Mining parameters that characterize the communities in web-like networks 挖掘网络中社区特征的参数

2006 IEEE International Conference on Granular Computing Pub Date : 2006-05-10 DOI: 10.1109/GRC.2006.1635781

N. Deo, A. Cami

引用次数: 0

Generating and exploiting bayesian networks for fault diagnosis in airplane engines 贝叶斯网络在飞机发动机故障诊断中的生成与应用

2006 IEEE International Conference on Granular Computing Pub Date : 2006-05-10 DOI: 10.1109/GRC.2006.1635792

M. Yavuz, F. Sahin, Z. Arnavut, Önder Uluyol

{"title":"Generating and exploiting bayesian networks for fault diagnosis in airplane engines","authors":"M. Yavuz, F. Sahin, Z. Arnavut, Önder Uluyol","doi":"10.1109/GRC.2006.1635792","DOIUrl":"https://doi.org/10.1109/GRC.2006.1635792","url":null,"abstract":"Bayesian Networks has been proven to be successful tool for fault diagnosis. There are a variety of approaches for learning the structure of Bayesian Networks from data. This learning problem has been proven to be NP-hard hence none of the approaches are exact when no prior knowledge about the domain of the variables exists. Our approach is based on searching the best network by using particle swarm optimization (PSO) technique. PSO is inherently parallel, works for large domains and does not trap into local maxima. This paper is an application of this technique to a real world problem; fault diagnosis of an airplane engine for oil related variables. It is implemented by our improved software written in C/C++ by using MPI on Linux. Our implementation has the advantages of being general, robust and scalable. Moreover neither expert knowledge, nor node ordering is necessary prior to the optimization. The datasets are generated by preprocessing oil related sensor readings of airplane engines taken during the approach phase of flights. Using this datasets and our software, we constructed Bayesian Networks of the oil related variables in an airplane engine for diagnostics and predictive purposes.","PeriodicalId":400997,"journal":{"name":"2006 IEEE International Conference on Granular Computing","volume":"2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2006-05-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125777511","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: 15