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检索条件"任意字段=International Research Workshop: Coping with Complexity: Model Reduction and Data Analysis"
26 条 记 录,以下是21-30 订阅
排序:
PRINCIPAL MANIFOLDS AND GRAPHS IN PRACTICE: FROM MOLECULAR BIOLOGY TO DYNAMICAL SYSTEMS
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international JOURNAL OF NEURAL SYSTEMS 2010年 第3期20卷 219-232页
作者: Gorban, Alexander N. Zinovyev, Andrei Curie Mines Paritech INSERM U900 Inst Curie F-75005 Paris France Univ Leicester Dept Math Leicester LE1 7RH Leics England
We present several applications of non-linear data modeling, using principal manifolds and principal graphs constructed using the metaphor of elasticity (elastic principal graph approach). These approaches are general... 详细信息
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data COMPRESSION AND REGRESSION THROUGH LOCAL PRINCIPAL CURVES AND SURFACES
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international JOURNAL OF NEURAL SYSTEMS 2010年 第3期20卷 177-192页
作者: Einbeck, Jochen Evers, Ludger Powell, Benedict Univ Durham Dept Math Sci Durham DH1 3LE England Univ Glasgow Dept Stat Glasgow G12 8QQ Lanark Scotland
We consider principal curves and surfaces in the context of multivariate regression modelling. For predictor spaces featuring complex dependency patterns between the involved variables, the intrinsic dimensionality of... 详细信息
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Three-way analysis of structural health monitoring data
Three-way analysis of structural health monitoring data
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2010 IEEE 20th international workshop on Machine Learning for Signal Processing, MLSP 2010
作者: Prada, Miguel A. Hollmén, Jaakko Toivola, Janne Kullaa, Jyrki Aalto University School of Science and Tech. Dept. of Information and Computer Science PO Box 15400 FI-00076 Aalto Finland Aalto University School of Science and Tech. Department of Applied Mechanics PO Box 14300 FI-00076 Aalto Finland
Structural Health Monitoring aims to identify damages in engineering structures by monitoring changes in their vibration response. Unsupervised learning algorithms can be used to obtain a model of the undamaged condit... 详细信息
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General refinement strategy for magnetic structures using spherical neutron polarimetry and representation analysis
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PHYSICA B-CONDENSED MATTER 2009年 第17期404卷 2535-2538页
作者: Poole, A. Lelievre-Berna, E. Wills, A. S. UCL Dept Chem 20 Gordon St London WC1H 0AJ England London Ctr Nanotechnol London WC1H 0AH England Inst Max Von Laue Paul Langevin F-38042 Grenoble 9 France
Spherical neutron polarimetry (SNP) is a powerful technique for the determination of magnetic structures which may otherwise be intractable. The complexity of the neutron scattering process and the large number of dif... 详细信息
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On-the-fly dynamic dead variable analysis
On-the-fly dynamic dead variable analysis
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14th international SPIN workshop: model Checking Software, 2007
作者: Self, Joel P. Mercer, Eric G. Department of Computer Science Brigham Young University Provo UT United States
State explosion in model checking continues to be the primary obstacle to widespread use of software model checking. The large input ranges of variables used in software is the main cause of state explosion. As softwa... 详细信息
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7th international workshop on New Directions in Rough Sets, data Mining, and Granular-Soft Computing, RSFDGrC 1999
7th International Workshop on New Directions in Rough Sets, ...
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7th international workshop on Rough Sets, Fuzzy Sets, data Mining, and Granular-Soft Computing, RSFDGrC 1999
The proceedings contain 68 papers. The special focus in this conference is on Rough Computing, Rough Set Theory and Its Applications. The topics include: Decision rules, bayes’ rule and rough sets;from computation wi...
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