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检索条件"主题词=clustering algorithms"
51208 条 记 录,以下是151-160 订阅
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Consensus clustering algorithms: Comparison and Refinement
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10th Workshop on Algorithm Engineering and Experiments/5th Workshop on Analytic Algorithmics and Combinatorics
作者: Goder, Andrey Filkov, Vladimir Univ Calif Davis Dept Comp Sci Davis CA 95616 USA
Consensus clustering is the problem of reconciling clustering information about the same data set coming from different sources or from different runs of the same algorithm. Cast as an optimization problem, consensus ... 详细信息
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Application of Line clustering algorithms for Improving Road Feature Detection  19
Application of Line Clustering Algorithms for Improving Road...
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19th IEEE International Conference on Intelligent Transportation Systems (ITSC)
作者: Poggenhans, Fabian Hellmund, Andre-Marcel Stiller, Christoph FZI Res Ctr Informat Technol Mobile Percept Syst D-76131 Karlsruhe Germany Karlsruhe Inst Technol Inst Measurement & Control Syst D-76131 Karlsruhe Germany
Although many algorithms have been proposed for the camera-based detection of road features (such as road markings, curbstones and road borders), truly contextual or relational information between the detections is ra... 详细信息
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Automated morphometric analysis of the cat retinal α/Y, β/X and δ ganglion cells using wavelet statistical moment and clustering algorithms
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Journal of Integrative Neuroscience 2004年 第4期3卷 415-432页
作者: Jelinek, Herbert F. Cesar Jr., Roberto M. Leandro, Jorge J.G. Spence, Ian School of Community Health Charles Sturt University Albury NSW Australia Department of Computer Science Institute of Mathematics/Statistics University of São Paulo São Paulo Brazil Department of Pharmacology University of Sydney Sydney NSW Australia
Computational morphological analysis comprises the development of measures (indicators) that describe different form attributes of a neuron and provides additional parameters for classification algorithms. Our work ad... 详细信息
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Toward Cost-Efficient Integration of Telematic Systems Using K-Spanning Tree and clustering algorithms
Toward Cost-Efficient Integration of Telematic Systems Using...
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14th International IEEE Conference on Intelligent Transportation Systems (ITSC)
作者: Mbiydzenyuy, Gideon Persson, Jan A. Davidsson, Paul Blekinge Inst Technol Comp S-37424 Karlshamn Sweden
This article uses analytical methods to assess reductions in total costs of telematic systems that can result from common infrastructure utilization. Analytical methods based on clustering and K-minimum spanning tree ... 详细信息
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An abstract weighting framework for clustering algorithms
An abstract weighting framework for clustering algorithms
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4th SIAM International Conference on Data Mining
作者: Nock, R Nielsen, F Univ Antilles Guyane DSI GRIMAAG F-97275 Schoelder France
Recent works in unsupervised learning have emphasized the need to understand a new trend in algorithmic design, which is to influence the clustering via weights on the instance points. In this paper, we handle cluster... 详细信息
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EPIC: Efficient Integration of Partitional clustering algorithms for Classification
EPIC: Efficient Integration of Partitional Clustering Algori...
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8th International Conference of Simulated Evolution and Learning
作者: Garg, Vikas K. Murty, M. N. IBM Res New Delhi India Indian Inst Sci Dept Comp Sci & Automat Bangalore Karnataka India
Partitional algorithms form an extremely popular class of clustering algorithms. Primarily, these algorithms can be classified into two sub-categories: a) k-means based algorithms that presume the knowledge of a suita... 详细信息
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Ranking and Selecting clustering algorithms Using a Meta-Learning Approach
Ranking and Selecting Clustering Algorithms Using a Meta-Lea...
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International Joint Conference on Neural Networks
作者: de Souto, Marcilio C. P. Prudencio, Ricardo B. C. Soares, Rodrigo G. F. de Araujo, Daniel S. A. Costa, Ivan G. Ludermir, Teresa B. Schliep, Alexander Univ Fed Rio Grande do Norte Dept Informat & Appl Math BR-59072970 Natal RN Brazil Univ Fed Pernambuco Ctr Informat Recife PE Brazil Max Planck Inst Mol Genet Berlin Germany
We present a novel framework that applies a meta-learning approach to clustering algorithms. Given a dataset, our meta-learning approach provides a ranking for the candidate algorithms that could be used with that dat... 详细信息
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On using clustering algorithms to produce video abstracts for the web scenario
On using clustering algorithms to produce video abstracts fo...
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5th IEEE Consumer Communications and Networking Conference
作者: Furini, Marco Geraci, Filippo Montangero, Manuela Pellegrini, Marco Dip Informat Via Bellini 25-G Alessandria Italy CNR IIT Pisa Italy Dip Ing Informaz Modena Italy
A tool to provide an idea of the content of a given video is becoming a need in the current Web scenario, where the presence of videos is increasing day after day. Dynamic summarization techniques can be used to this ... 详细信息
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A Comparative Study on clustering algorithms for Multispectral Remote Sensing Image Recognition
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5th International Symposium on Neural Networks
作者: Wen, Lintao Chen, Xinyu Guo, Ping Beijing Normal Univ Image Proc & Pattern Recognit Lab Beijing 100875 Peoples R China
Since little prior knowledge about remote sensing images can be obtained before performing recognition tasks, various unsupervised classification methods have been applied to solve such problem. Therefore, choosing an... 详细信息
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An Empirical Analysis on the Stability of clustering algorithms
An Empirical Analysis on the Stability of Clustering Algorit...
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20th IEEE International Conference on Tools with Artificial Intelligence
作者: Zafarani, Reza Makki, Majid Ghorbani, Ali A. Univ New Brunswick Fac Comp Sci Fredericton NB E3B 5A3 Canada
One of the aspects, of a clustering algorithm that should be considered for choosing an appropriate algorithm in an unsupervised learning task is stability. A clustering algorithm is stable (on a dataset) if it result... 详细信息
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