The growing hierarchical neural gas self-organizing neural network
EJ Palomo, E López-Rubio - IEEE transactions on neural …, 2016 - ieeexplore.ieee.org
… a hierarchical self-organizing neural model, which learns a tree of GNGs, in the same way
that the GHSOM is a hierarchical … based on hierarchical growing neural gas for informationally …
that the GHSOM is a hierarchical … based on hierarchical growing neural gas for informationally …
Hierarchical growing neural gas
… hierarchical classification schemes. TreeGNG is an extension to the Growing Neural Gas …
provides the novel ability to influence the general shape and form of the learned hierarchy. …
provides the novel ability to influence the general shape and form of the learned hierarchy. …
Hierarchical growing neural gas for information structured space
M Satomi, H Masuta, N Kubota - 2009 IEEE Workshop on …, 2009 - ieeexplore.ieee.org
… Next, we propose a method of hierarchical neural network based on Growing neural gas to
construct a 3D environmental relation. Finally, we show experimental results of the proposed …
construct a 3D environmental relation. Finally, we show experimental results of the proposed …
Human action recognition with hierarchical growing neural gas learning
… hierarchical … hierarchical architecture based on growing neural gas (GNG) [8]. The GNG is
an unsupervised incremental clustering algorithm extended from the SOM and the neural gas (…
an unsupervised incremental clustering algorithm extended from the SOM and the neural gas (…
A hierarchical classifier with growing neural gas clustering
IT Podolak, K Bartocha - Adaptive and Natural Computing Algorithms: 9th …, 2009 - Springer
… We propose to use the Growing Neural Gas [1] algorithm, because of its good … HC hierarchical
classifier architecture, together with it’s enhancement by the use of a Growing Neural Gas (…
classifier architecture, together with it’s enhancement by the use of a Growing Neural Gas (…
Video shot motion characterization based on hierarchical overlapped growing neural gas networks
X Cao, PN Suganthan - Multimedia Systems, 2003 - Springer
… This paper describes a hierarchical overlapped architecture (HOGNG) based upon the
growing neural gas (GNG) network [7] to perform this task. The proposed architecture combines …
growing neural gas (GNG) network [7] to perform this task. The proposed architecture combines …
Feature extraction based on hierarchical growing neural gas for informationally structured space
… neural gas (GNG) are well known as unsupervised … use growing neural gas in order to
cluster the 3D environmental space. Furthermore, we propose hierarchical growing neural gas (…
cluster the 3D environmental space. Furthermore, we propose hierarchical growing neural gas (…
Multilayer batch learning growing neural gas for learning multiscale topologies
… Hierarchical topological structure learning methods are expected to be developed in the …
-less hierarchical topological structure learning method based on growing neural gas (GNG). …
-less hierarchical topological structure learning method based on growing neural gas (GNG). …
Hierarchical growing neural gas network (HGNG)-based semicooperative feature classifier for IDS in vehicular ad hoc network (VANET)
AA Ayoob, G Su, G Al - Journal of Sensor and Actuator Networks, 2018 - mdpi.com
… In this research, new modeling strategy based hierarchical growing neural gas network (…
Secondly, the HGNG-based classifier was designed for evaluating the IDS by using a hierarchy …
Secondly, the HGNG-based classifier was designed for evaluating the IDS by using a hierarchy …
An incremental growing neural gas learns topologies
Y Prudent, A Ennaji - … International Joint Conference on Neural …, 2005 - ieeexplore.ieee.org
… hierarchical, partitional, density based, and artificial Neural … Most hierarchical
clusteringalgorithms are variants of the … gram produced by a hierarchical technique. Partional …
clusteringalgorithms are variants of the … gram produced by a hierarchical technique. Partional …
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