Robust growing neural gas algorithm with application in cluster analysis

Neural Networks ◽

10.1016/s0893-6080(04)00166-2 ◽

2004 ◽

Vol 17 (8-9) ◽

pp. 1135-1148 ◽

Author(s):

A QIN ◽

P SUGANTHAN

Keyword(s):

Cluster Analysis ◽

Growing Neural Gas ◽

Growing Neural Gas Algorithm

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Modification of the Growing Neural Gas Algorithm for Cluster Analysis

Lecture Notes in Computer Science - Progress in Pattern Recognition, Image Analysis and Applications ◽

10.1007/978-3-540-76725-1_71 ◽

2007 ◽

pp. 684-693 ◽

Author(s):

Fernando Canales ◽

Max Chacón

Keyword(s):

Cluster Analysis ◽

Growing Neural Gas ◽

Growing Neural Gas Algorithm

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A supervised growing neural gas algorithm for cluster analysis

International Journal of Hybrid Intelligent Systems ◽

10.3233/his-2007-4205 ◽

2007 ◽

Vol 4 (2) ◽

pp. 129-141 ◽

Author(s):

A. Jirayusakul ◽

S. Auwatanamongkol

Keyword(s):

Cluster Analysis ◽

Growing Neural Gas ◽

Growing Neural Gas Algorithm

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A supervised growing neural gas algorithm for cluster analysis

International Journal of Hybrid Intelligent Systems ◽

10.3233/his-2007-4402 ◽

2007 ◽

Vol 4 (4) ◽

pp. 217-229 ◽

Author(s):

A. Jirayusakul ◽

S. Auwatanamongkol

Keyword(s):

Cluster Analysis ◽

Growing Neural Gas ◽

Growing Neural Gas Algorithm

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A New Incremental Growing Neural Gas Algorithm Based on Clusters Labeling Maximization: Application to Clustering of Heterogeneous Textual Data

Trends in Applied Intelligent Systems - Lecture Notes in Computer Science ◽

10.1007/978-3-642-13033-5_15 ◽

2010 ◽

pp. 139-148 ◽

Author(s):

Jean-Charles Lamirel ◽

Zied Boulila ◽

Maha Ghribi ◽

Pascal Cuxac

Keyword(s):

Growing Neural Gas ◽

Textual Data ◽

Growing Neural Gas Algorithm

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Cluster Analysis using Growing Neural Gas and Graph Partitioning

2007 International Joint Conference on Neural Networks ◽

10.1109/ijcnn.2007.4371447 ◽

2007 ◽

Author(s):

Jose Alfredo F. Costa ◽

Ricardo S. Oliveira

Keyword(s):

Cluster Analysis ◽

Graph Partitioning ◽

Growing Neural Gas ◽

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A comparison between the performance of feed forward neural networks and the supervised growing neural gas algorithm

Nuclear Instruments and Methods in Physics Research Section A Accelerators Spectrometers Detectors and Associated Equipment ◽

10.1016/s0168-9002(97)00085-5 ◽

1997 ◽

Vol 389 (1-2) ◽

pp. 274-277 ◽

Author(s):

Rüdiger Berlich ◽

Marcel Kunze

Keyword(s):

Neural Networks ◽

Growing Neural Gas ◽

Feed Forward ◽

Feed Forward Neural Networks ◽

Growing Neural Gas Algorithm

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HUMAN LOCALIZATION IN VIDEO FRAMES USING A GROWING NEURAL GAS ALGORITHM AND FUZZY INFERENCE

Computer Optics ◽

10.18287/2412-6179-2017-41-1-46-58 ◽

2017 ◽

Vol 41 (1) ◽

pp. 46-58 ◽

Author(s):

O. S. Amosov ◽

Y. S. Ivanov ◽

S. V. Zhiganov

Keyword(s):

Fuzzy Inference ◽

Growing Neural Gas ◽

Video Frames ◽

Growing Neural Gas Algorithm

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Monitoring Wireless Sensor Network System Based on Classification of Adopted Supervised Growing Neural Gas Algorithm

Communications in Computer and Information Science - ICT Innovations 2010 ◽

10.1007/978-3-642-19325-5_32 ◽

2011 ◽

pp. 316-324

Author(s):

Stojanco Gancev ◽

Danco Davcev

Keyword(s):

Wireless Sensor Network ◽

Sensor Network ◽

Wireless Sensor ◽

Network System ◽

Growing Neural Gas ◽

Growing Neural Gas Algorithm

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Modified growing neural gas algorithm for faster convergence on signal distribution sudden change

2009 XXII International Symposium on Information, Communication and Automation Technologies ◽

10.1109/icat.2009.5348398 ◽

2009 ◽

Author(s):

Stojanco Gancev ◽

Andrea Kulakov

Keyword(s):

Sudden Change ◽

Growing Neural Gas ◽

Signal Distribution ◽

Growing Neural Gas Algorithm

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Novelty detection by multivariate kernel density estimation and growing neural gas algorithm

Mechanical Systems and Signal Processing ◽

10.1016/j.ymssp.2014.04.022 ◽

2015 ◽

Vol 50-51 ◽

pp. 427-436 ◽

Author(s):

Olga Fink ◽

Enrico Zio ◽

Ulrich Weidmann

Keyword(s):

Density Estimation ◽

Kernel Density Estimation ◽

Novelty Detection ◽

Kernel Density ◽

Growing Neural Gas ◽

Growing Neural Gas Algorithm

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