A massively parallel architecture for self-organizing feature maps
M Porrmann, U Witkowski… - IEEE Transactions on …, 2003 - ieeexplore.ieee.org
A hardware accelerator for self-organizing feature maps is presented. We have developed a
massively parallel architecture that, on the one hand, allows a resource-efficient …
massively parallel architecture that, on the one hand, allows a resource-efficient …
Spatial assessment of the bioclimatic and environmental factors driving mangrove tree species' distribution along the Brazilian coastline
Brazil has one of the largest mangrove surfaces worldwide. Due to a wide latitudinal
distribution, Brazilian mangroves can be found within a large range of environmental …
distribution, Brazilian mangroves can be found within a large range of environmental …
[HTML][HTML] Shape mining: A holistic data mining approach for engineering design
L Graening, B Sendhoff - Advanced Engineering Informatics, 2014 - Elsevier
Although the integration of engineering data within the framework of product data
management systems has been successful in the recent years, the holistic analysis (from a …
management systems has been successful in the recent years, the holistic analysis (from a …
A framework for generating summaries from temporal personal health data
Although it has become easier for individuals to track their personal health data (eg, heart
rate, step count, and nutrient intake data), there is still a wide chasm between the collection …
rate, step count, and nutrient intake data), there is still a wide chasm between the collection …
Principal component and hierarchical cluster analyses as applied to transformer partial discharge data with particular reference to transformer condition monitoring
T Babnik, RK Aggarwal… - IEEE transactions on power …, 2008 - ieeexplore.ieee.org
This paper analyses partial discharges obtained by remote radiometric measurements from
a power transformer with a known internal defect. Since fingerprints of remote radiometric …
a power transformer with a known internal defect. Since fingerprints of remote radiometric …
Condition monitoring of 3G cellular networks through competitive neural models
GA Barreto, JCM Mota, LGM Souza… - … on Neural Networks, 2005 - ieeexplore.ieee.org
We develop an unsupervised approach to condition monitoring of cellular networks using
competitive neural algorithms. Training is carried out with state vectors representing the …
competitive neural algorithms. Training is carried out with state vectors representing the …
Magnification factors for the GTM algorithm
CM Bishop, M Svensén… - … Conference on Artificial …, 1997 - ieeexplore.ieee.org
The generative topographic mapping (GTM) algorithm of CM Bishop et al.(1996) has been
introduced as a principled alternative to the self-organizing map (SOM). As well as avoiding …
introduced as a principled alternative to the self-organizing map (SOM). As well as avoiding …
Magnification factors for the SOM and GTM algorithms
CM Bishop, M Svens' en… - … 1997 Workshop on Self …, 1997 - research.aston.ac.uk
Magnification factors specify the extent to which the area of a small patch of the latent
(orfeature') space of a topographic mapping is magnified on projection to the data space …
(orfeature') space of a topographic mapping is magnified on projection to the data space …
学术论文中方法知识元的类型与描述规则研究
化柏林 - 中国图书馆学报, 2016 - cqvip.com
学术论文中有很多方法知识元的描述, 如何把这些方法知识元抽取出来, 形成结构化的方法知识
库, 是细粒度知识组织的重要研究内容之一. 本文通过对大量的文献进行内容分析 …
库, 是细粒度知识组织的重要研究内容之一. 本文通过对大量的文献进行内容分析 …
Mapping the terrestrial ecoregions of the Purus-Madeira interfluve in the Amazon Forest using machine learning techniques
An ecoregion is a region with similar environmental conditions. However, many ecoregions
represent regional habitat heterogeneity, and areas with little fieldwork information can …
represent regional habitat heterogeneity, and areas with little fieldwork information can …