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2008 4th International IEEE Conference Intelligent Systems最新文献

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Soft computing techniques in modeling the influence of pH on dopamine biosensor 模拟pH值对多巴胺生物传感器影响的软计算技术
Pub Date : 2008-11-11 DOI: 10.1109/IS.2008.4670515
V. Rangelova, D. Tsankova
Recently the soft computing techniques have become an important alternative tool to conventional methods in modeling complex non-linear relationships. Since the electrochemical biosensors use an enzyme reaction for measuring different types of substrates, the pH and temperature influence strongly on the output signal of biosensors. The paper treats soft computing modeling the input/output non-linear dependence of a dopamine biosensor, which uses an active membrane from banana tissue. The model represents the biosensorpsilas output current versus the substrate concentration and pH. The temperature is not taken into account, it is set to be constant during the experiments. The problem to solve here is to find a way of increasing the accuracy (and the fastness) of the modeling process, under condition of insufficient experimental data. The following soft computing techniques are compared in MATLAB environment: (1) neural network with back-propagation learning algorithm, (2) CMAC neural network, (3) fuzzy logic, and (4) ANFIS. The relative errors over a few new experimental samples are calculated for validation of the proposed models.
近年来,软计算技术已成为复杂非线性关系建模中传统方法的重要替代工具。由于电化学生物传感器使用酶反应来测量不同类型的底物,pH和温度对生物传感器的输出信号有很大影响。本文对多巴胺生物传感器的输入/输出非线性依赖进行软计算建模,该传感器使用来自香蕉组织的活性膜。该模型表示生物传感器输出电流与底物浓度和ph的关系。温度不考虑在内,在实验过程中设置为恒定。这里要解决的问题是在实验数据不足的情况下,如何提高建模过程的准确性(和快速度)。在MATLAB环境下比较了以下软计算技术:(1)带反向传播学习算法的神经网络,(2)CMAC神经网络,(3)模糊逻辑,(4)ANFIS。计算了几个新实验样本上的相对误差,以验证所提出模型的有效性。
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引用次数: 2
Granular computing for Intelligent Social Network modeling and cooperative decisions 基于粒度计算的智能社会网络建模与协同决策
Pub Date : 2008-11-11 DOI: 10.1109/IS.2008.4670392
R. Yager
Our objective here is to take a step toward the development of intelligent social network analysis using granular computing. In particular one can start by expressing in a human focused manner concepts associated with social networks then formalize these concepts using fuzzy sets and then evaluate these concepts with respect to social networks which have been represented using set based relational network theory. We capture this approach in what we call the paradigm for intelligent social network analysis, ISNA. Using this paradigm we provide definitions of a number of concepts related to social networks.
我们的目标是朝着使用粒度计算开发智能社会网络分析迈出一步。特别是,人们可以首先以以人为中心的方式表达与社会网络相关的概念,然后使用模糊集将这些概念形式化,然后根据使用基于集的关系网络理论表示的社会网络来评估这些概念。我们在智能社会网络分析的范例ISNA中捕捉到了这种方法。使用这种范式,我们提供了与社交网络相关的许多概念的定义。
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引用次数: 13
Feedforward neural network with a specialized architecture for estimation of the temperature influence on the electric load 具有专门结构的前馈神经网络用于估计温度对电力负荷的影响
Pub Date : 2008-11-11 DOI: 10.1109/IS.2008.4670444
Y. Bodyanskiy, S. Popov, T. Rybalchenko
The problem of temperature-load relationship revealing is considered. A specialized architecture of a feedforward neural network is proposed that provides separation of temperature influence from other factors and its analysis in an explicit form. The proposed approach is illustrated by computational experiments with data from two locations with different climatic conditions.
考虑了温度-载荷关系揭示问题。提出了一种特殊的前馈神经网络结构,将温度影响与其他因素分离并以显式形式进行分析。用两个不同气候条件下的数据进行了计算实验,验证了该方法的有效性。
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引用次数: 4
Methodology and tools for the design and verification of a smart management system for home comfort 设计和验证家庭舒适智能管理系统的方法和工具
Pub Date : 2008-11-11 DOI: 10.1109/IS.2008.4670480
S. Bonhomme, E. Campo, D. Estève, J. Guennec
Measurement, control and monitoring systems are increasingly complex and may require various disciplinary skills. Producing such systems requires rigorous design methodology and the right tools. It is with this in mind that the design and formal verification HiLes tool was developed. This methodological design and verification process was used in this work to design a complex system dedicated to the intelligent home comfort management. It is built into the system engineering process defined by EIA-632, which uses UML and SYSML standards to identify the requirements, model the control logics of the system and formally validate its dynamic properties, all in a semi-automated way. In this paper, we present the various design phases according to this method as well as the results of formal verification of the complete system dynamic behavior.
测量、控制和监测系统日益复杂,可能需要各种学科技能。生产这样的系统需要严格的设计方法和正确的工具。正是考虑到这一点,开发了设计和正式验证HiLes工具。本工作采用这种方法设计和验证过程,设计了一个专门用于智能家居舒适管理的复杂系统。它被内置于EIA-632定义的系统工程过程中,它使用UML和SYSML标准来识别需求,为系统的控制逻辑建模,并以半自动化的方式正式验证其动态属性。在本文中,我们给出了根据该方法设计的各个阶段,以及系统完整动态行为的形式化验证结果。
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引用次数: 15
A practical approach for reading hole code 读取孔代码的实用方法
Pub Date : 2008-11-11 DOI: 10.1109/IS.2008.4670525
I. Buliev, J. Kolev
The hole code is commonly used to represent unique document numbers - in passports, health insurance cards, etc. The characteristics of the code make it quite appropriate for implementation of an automatic reading. Such implementation would help for a faster and more reliable personal data input in the relevant administration offices.
孔码通常用于表示唯一的文件号码-在护照,健康保险卡等。代码的特性使其非常适合实现自动读取。这样做将有助于在有关行政办公室更快和更可靠地输入个人数据。
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引用次数: 0
Efficient periodicity mining of sequential patterns in a post-mining environment 后挖掘环境中序列模式的有效周期性挖掘
Pub Date : 2008-11-11 DOI: 10.1109/IS.2008.4670538
F. Anwar, I. Petrounias, V. Kodogiannis, V. Tasseva, D. Peneva
Sequential pattern mining approaches mainly deal with finding the positive behaviour of a sequential pattern that can help in predicting the next event after a sequence of events. In addition, sequential patterns may exhibit periodicity as well, i.e. during weekends 80% of people who watch a movie in cinemas will have a meal in a restaurant afterwards. This is a problem that has not been studied in the literature. To confront the problem of discovering periodicity for sequential patterns we adopt and extend a periodic pattern mining approach which has been utilised in association rule mining. However, due to the sequential/temporal nature of sequential patterns, the process of finding the periodicity of a given sequential pattern increases the complexity of the above mentioned association rule mining approach considerably. As a key attribute of any data mining strategy we provide a comprehensive and flexible problem definition framework for the above mentioned problem. Two main mining techniques are introduced to facilitate the mining process. The Interval Validation Process (IVP) is introduced to neutralise complexities which emerge due to the temporal/sequential nature of sequential patterns, whereas the Process Switching Mechanism (PSM) is devised to increase the efficiency of the mining process by only scanning relevant data-sets from the source database. The approach proposed in this paper is based on a post-mining environment, where the identification of sequential patterns from a database has already taken place.
顺序模式挖掘方法主要处理寻找顺序模式的积极行为,这些行为可以帮助预测一系列事件之后的下一个事件。此外,顺序模式也可能表现出周期性,例如,在周末,80%在电影院看完电影的人会在餐馆吃饭。这是一个尚未在文献中研究过的问题。为了解决序列模式的周期性发现问题,我们采用并扩展了一种用于关联规则挖掘的周期模式挖掘方法。然而,由于序列模式的顺序/时间性质,查找给定序列模式的周期性的过程大大增加了上述关联规则挖掘方法的复杂性。作为任何数据挖掘策略的关键属性,我们为上述问题提供了一个全面而灵活的问题定义框架。介绍了两种主要的采矿技术,以促进采矿过程。引入了间隔验证过程(IVP)来中和由于序列模式的时间/顺序性质而出现的复杂性,而设计了进程切换机制(PSM),通过仅扫描源数据库中的相关数据集来提高挖掘过程的效率。本文提出的方法是基于后挖掘环境,其中从数据库中识别顺序模式已经发生。
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引用次数: 6
Evaluation of records similarity in a duplication search engine using neural network 用神经网络评价重复搜索引擎中记录的相似度
Pub Date : 2008-11-11 DOI: 10.1109/IS.2008.4670510
P. Paskalev, Ventsislav Nikolov
The article discusses the fine tuning and adjustment of a module for detection of duplications, which has been developed as a part of a larger online system. The problems and the current solution are discussed. In this paper a methodology to determine the influence of field similarities on the record pair similarity using a neural network is proposed.
本文讨论了一个用于重复检测的模块的微调和调整,该模块已作为一个更大的在线系统的一部分而开发。讨论了存在的问题和目前的解决方案。本文提出了一种利用神经网络确定场相似度对记录对相似度影响的方法。
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引用次数: 2
An approach to competitive conditional fuzzy preferences in database flexible querying 数据库柔性查询中竞争条件模糊偏好的一种方法
Pub Date : 2008-11-11 DOI: 10.1109/IS.2008.4670500
P. Bosc, A. Hadjali, O. Pivert
This paper introduces a new type of database queries involving preferences. The idea is to consider competitive conditional preference clauses structured as a tree, of the type ldquopreferably P1 or ... or Pn; if P1 then preferably P1,1 or ...; if P2 then preferably P2,1 or ...rdquo, where the Pipsilas are not exclusive (thus the notion of competition). The paper defines the interpretation of such queries and outlines an evaluation technique that follows from it.
本文介绍了一种涉及偏好的新型数据库查询。我们的想法是将竞争性条件偏好子句结构为树形,其类型为ldp或…或Pn;如果P1,则优选P1,1或…;如果是P2,那么最好是P2,1或…Pipsilas不是排他性的(因此有了竞争的概念)。本文定义了这种查询的解释,并概述了从它遵循的评估技术。
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引用次数: 1
Algorithm and software for solving fuzzy relational equations in some BL-algebras 一些bl -代数中模糊关系方程的求解算法和软件
Pub Date : 2008-11-11 DOI: 10.1109/IS.2008.4670409
K. Peeva, D. Petrov
We study fuzzy linear systems of equations when the composition is infrarr. Algebraic-logical approach and procedures for inverse problem resolution are proposed. They provide algorithm for solving fuzzy linear system of equations in Godel algebra, product (Goguen) algebra and Lukasiewicz algebra: when the system is consistent, its complete solution set is calculated. In case of inconsistency, the equations that can not be satisfied by the minimal solution are obtained.
研究了红外成分下的模糊线性方程组。提出了求解逆问题的代数-逻辑方法和程序。给出了求解Godel代数、product (Goguen)代数和Lukasiewicz代数中的模糊线性方程组的算法:当系统一致时,计算其完全解集。在不一致的情况下,得到了最小解不能满足的方程。
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引用次数: 2
An ontological approach for planning and scheduling in primary steel production 初级钢生产计划调度的本体论方法
Pub Date : 2008-11-11 DOI: 10.1109/IS.2008.4670433
M. Dobrev, D. Gocheva, I. Batchkova
Effective integration between manufacturing execution systems and business and logistics systems has been of great interest for a long time. Essential part in enterprise integration is the task of optimal planning and scheduling. An ontological approach consisting of integrated ontologies: a core meta-ontology, according to ANSI/ISA S95 standard and different domain specific ontologies for the primary steelmaking is proposed. For the purposes of planning and scheduling the integration between the core meta-ontology and a hot strip mill domain ontology is achieved and a case study is presented. Web Ontology Language (OWL) and Protege as an editor and knowledge acquisition tool are used.
长期以来,制造执行系统与业务和物流系统之间的有效集成一直受到人们的极大关注。企业集成的核心任务是优化规划和调度任务。提出了一种由集成本体组成的本体方法:根据ANSI/ISA S95标准的核心元本体和针对初级炼钢的不同领域特定本体。为了规划和调度的目的,实现了核心元本体与热连轧领域本体的集成,并给出了实例研究。使用Web Ontology Language (OWL)和Protege作为编辑器和知识获取工具。
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引用次数: 9
期刊
2008 4th International IEEE Conference Intelligent Systems
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