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Weighted fuzzy queries in relational databases

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2nd international conference on Fuzzy systems and Knowledge Discovery, FSKD 2005

作者： Zhang, Ying-Chao Chen, Yi-Fei Ye, Xiao-Ling Zheng, Jie-Liang Dept. of Information and Communication Nanjing University of Information Sciences and Technology Nanjing 210044 China

ISBN: (纸本)9783540283317

In most of fuzzy querying systems, items in query conditions are assumed to carry equal importance, although it might not actually to be the case. Issues for expressing users' preferences to query conditions are presented here. Relative importance between query items is introduced. Standard SQL is extended to express weighted fuzzy queries, such as sub-queries, multi-table queries;set-oriented queries etc. which make the existing relational database systems more flexible and more intelligent to users. © Springer-Verlag Berlin Heidelberg 2005.

关键词： Relational database systems

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Modeling nonlinear systems: An approach of boosted linguistic models

引用

2nd international conference on Fuzzy systems and Knowledge Discovery, FSKD 2005

作者： Kwak, Keun-Chang Pedrycz, Witold Chun, Myung-Geun Dept. of Electrical and Computer Engineering University of Alberta Edmonton Alta. T6G 2V4 Canada School of Electrical and Computer Engineering Chungbuk National University Cheongju 361-763 Korea Republic of

ISBN: (纸本)9783540283317

We present a method of designing the generic linguistic model based on boosting mechanism to enhance the development process. The enhanced model is concerned with linguistic models being originally proposed by Pedrycz. Based on original linguistic model, we augment it by a bias term. Furthermore we consider the linguistic model as a weak learner and discuss the underlying mechanisms of boosting to deal with the continuous case. Finally, we demonstrate that the results obtained by the boosted linguistic model show a better performance than different design schemes for nonlinear system modeling of a pH neutralization process in a continuous stirred-tank reactor (CSTR). © Springer-Verlag Berlin Heidelberg 2005.

关键词： Nonlinear systems

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Efficient reconstruction of phylogenetic networks with constrained recombination 2

Efficient reconstruction of phylogenetic networks with const...

引用

2nd international computational systems bioinformatics conference

作者： Gusfield, D Eddhu, S Langley, C Univ Calif Davis Dept Comp Sci Davis CA 95616 USA

ISBN: (纸本)0769520006

A phylogenetic network is a generalization of a phylogenetic tree, allowing structural properties that are not treelike. With the growth of genomic data, much of which does not fit ideal tree models, there is greater need to understand the algorithmics and combinatorics of phylogenetic networks [10, 11]. However, to date, very little has been published on this, with the notable exception of the paper by Wang et al.[12]. Other related papers include [4, 5, 7] We consider the problem introduced in [12], of determining whether the sequences can be derived on a phylogenetic network where the recombination cycles are node disjoint. In this paper, we call such a phylogenetic network a "galled-tree". By more deeply analysing the combinatorial constraints on cycle-disjoint phylogenetic networks, we obtain an efficient algorithm that is guaranteed to be both a necessary and sufficient test for the existence of a galled tree for the data. If there is a galled-tree, the algorithm constructs one and obtains an implicit representation of all the galled trees for the data, and can create these in linear time for each one. We also note two additional results related to galled trees: first, any set of sequences that can be derived on a galled tree can be derived on a true tree (without recombination cycles), where at most one back mutation is allowed per site;second, the site compatibility problem (which is NP-hard in general) can be solved in linear time for any set of sequences that can be derived on a galled tree. The combinatorial constraints we develop apply (for the most part) to node-disjoint cycles in any phylogenetic network (not just galled-trees), and can be used for example to prove that a given site cannot be on a node-disjoint cycle in any phylogenetic network. Perhaps more important than the specific results about galled-trees, we introduce an approach that can be used to study recombination in phylogenetic networks that go beyond galled-trees.

关键词： bioinformatics

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A balanced model reduction for T-S fuzzy systems with integral quadratic constraints

A balanced model reduction for T-S fuzzy systems with integr...

引用

2nd international conference on Fuzzy systems and Knowledge Discovery, FSKD 2005

作者： Yoo, Seog-Hwan Choi, Byung-Jae School of Electronic Engineering Daegu University Korea Republic of

ISBN: (纸本)9783540283126

This paper deals with a balanced model reduction for a class of nonlinear systems with integral quadratic constraints(IQC's) using a T-S(Takagi-Sugeno) fuzzy approach. We define a generalized controllability Gramian and a generalized observability Gramian for a stable T-S fuzzy systems with IQC's. We obtain a balanced state space realization using the generalized controllability and observability Gramians and obtain a reduced model by truncating not only states but also IQC's from the balanced state space realization. We also present an upper bound of the approximation error. The generalized controllability Gramian and observability Gramian can be computed from solutions of linear matrix inequalities. © Springer-Verlag Berlin Heidelberg 2005.

关键词： Fuzzy control

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Fuzzy sliding mode control for uncertain nonlinear systems

Fuzzy sliding mode control for uncertain nonlinear systems

引用

2nd international conference on Fuzzy systems and Knowledge Discovery, FSKD 2005

作者： Qu, Shao-Cheng Wang, Yong-Ji Department of Control Science and Engineering Huazhong University of Science and Technology Wuhan 430074 China

ISBN: (纸本)9783540283126

The novel fuzzy sliding mode control problem is presented for a class of uncertain nonlinear systems. The Takagi-Sugeno (T-S) fuzzy model is employed to represent a class of complex uncertain nonlinear system. A virtual state feedback technology is proposed to design the sliding mode plane. Based on Lyapunov stability theory, sufficient conditions for design of the fuzzy sliding model control are given. Design of the sliding mode controller based on reaching law concept is developed, which to ensure system trajectories from any initial states asymptotically convergent to sliding mode plane. The global asymptotic stability is guaranteed. A numerical example with simulation results is given to illustrate the effectiveness of the proposed method. © Springer-Verlag Berlin Heidelberg 2005.

关键词： Fuzzy control

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2nd international Workshop on Grid Computing, GRID 2001

引用

2nd international Workshop on Grid Computing, GRID 2001

ISBN: (纸本)3540429492

The proceedings contain 17 papers. The special focus in this conference is on Object Middleware, Resource Discovery and Management. The topics include: Grid application design using software components and web services;design and implementation of a CORBA commodity grid kit;towards high performance CORBA and MPI middlewares for grid computing;an integrated grid environment for component applications;high performance knowledge discovery on the grid;on fully decentralized resource discovery in grid environments;an adaptive service grid architecture using dynamic replica management;identifying dynamic replication strategies for a high-performance datagrid;resource co-allocation on the computational grid;a computational grid-wide queuing system;a scheduling model for grid computing systems;encapsulated approaches to grid service architecture;a methodology for account management in grid computing environments;a framework for authorization, accounting policy specification and evaluation in grids;predicting and monitoring grid application behavior;production-level distributed parametric study capabilities for the grid and the DO experiment data grid.

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Method to balance the communication among multi-agents in real time traffic synchronization

Method to balance the communication among multi-agents in re...

引用

2nd international conference on Fuzzy systems and Knowledge Discovery, FSKD 2005

作者： Weigang, Li Dib, Marcos Viniácius Pinheiro De Melo, Alba Cristina Magalhães Department of Computer Science University of Brasilia Brasilia-DF CEP 70910-900 Brazil Politec Informatic Ldta Brasilia-DF Brazil

ISBN: (纸本)9783540283126

A method to balance the communication among Multi-Agents in real time traffic synchronization is proposed in this research. The paper presents Air Traffic Flow Management (ATFM) problem and its synchronization property. For such a complex problem, combing grid computing with multi-agent coordination techniques to improve ATFM computational efficiency is the main objective of actual research. To demonstrate the developed model - ATFM in Grid Computing (ATFMGC), the grid architecture, the basic components and the relationship among them are described. At the same time, the function of agents (tactical planning agent etc.), their knowledge representation and inference processes are also discussed. As criteria to measure the effective to reduce quantity of the communication among agents and the delay of the flights, Standard of Balancing among Agents (SBA) is used in the analysis. The simulation shows the efficiency of the developed model and successful application in the case study. © Springer-Verlag Berlin Heidelberg 2005.

关键词： Multi agent systems

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UML-based design and fuzzy control of automated vehicles

UML-based design and fuzzy control of automated vehicles

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2nd international conference on Fuzzy systems and Knowledge Discovery, FSKD 2005

作者： El Kamel, Abdelkader Bourey, Jean-Pierre LAGIS Ecole Centrale de Lille BP 48 F59651 Villeneuve d'Ascq Cedex France ERGI Ecole Centrale de Lille BP 48 F59651 Villeneuve d'Ascq Cedex France

ISBN: (纸本)9783540283126

The paper addresses a study case in the frame of ground transportation aiming at improving service quality inside road tunnels. As part of a global project on vehicle automation which aim is to realize a reduced scale multisensor platoon of vehicles, a formal specification analysis is carried out and a UML-based design introduced taking into account different riding scenarios inside road tunnels besides a fuzzy control for longitudinal and lateral guidance of a caravan of vehicles. The proposed multimodel fuzzy controllers deal with the grappling and/or the unhooking of the automated train of vehicles for safe tunnels. © Springer-Verlag Berlin Heidelberg 2005.

关键词： Intelligent vehicle highway systems

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Neuro-fuzzy inference system to learn expert decision: Between performance and intelligibility

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2nd international conference on Fuzzy systems and Knowledge Discovery, FSKD 2005

作者： Cornez, Laurence Samuelides, Manuel Muller, Jean-Denis ONERA DTIM 2 avenue Edouard Belin 31055 Toulouse Cedex 4 France SUPAERO 10 avenue Edouard Belin 31055 Toulouse Cedex 4 France CEA DAM/DASE/LDG BP12 91680 Bruyres-le-Chtel France

ISBN: (纸本)9783540283317

We present a discrimation method for seismic events. One event is described by high level features. Since these variables are both quantitative and qualitative, we develop a processing line, on the crossroad of statistics ("Mixtures of Experts") and Artificial Intelligence ("Fuzzy Inference System"). It can be viewed as an original extension of Radial Basis Function Networks. The method provides an efficient trade-off between high performance and intelligibility. We propose also a graphical presentation of the model satisfying the experts' requirements for intelligibility. © Springer-Verlag Berlin Heidelberg 2005.

关键词： Inference engines

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A three-step preprocessing algorithm for minimizing e-mail document's atypical characteristics

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2nd international conference on Fuzzy systems and Knowledge Discovery, FSKD 2005

作者： Jeong, Ok-Ran Cho, Dong-Sub Department of Computer Science and Engineering Ewha Womans University 11-1 Daehyun-dong Seodaemun-ku Seoul 120-750 Korea Republic of

ISBN: (纸本)9783540283317

Documents that are widely in use today included many atypical characteristics. In particular, non-standardization appears more frequently in e-mail documents than other documents due to the extensive use of informal expressions such as slang and abbreviation. Automatic document classification may differ significantly according to the characteristics of documents that are subject to classification, as well as classifier's performance. We suggest a three-step preprocessing algorithm by stages for accurate automatic classification for each e-mail category. This research identifies e-mail document's characteristics to apply a three-step preprocessing algorithm that can minimize e-mail document's atypical characteristics. © Springer-Verlag Berlin Heidelberg 2005.

关键词： Information retrieval systems

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