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Generative topographic map

Known as: GTM, Generative topographic mapping 
Generative topographic map (GTM) is a machine learning method that is a probabilistic counterpart of the self-organizing map (SOM), is probably… Expand
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Papers overview

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Highly Cited
2014
Highly Cited
2014
International trade literature tends to focus heavily on the production side of general equilibrium, leaving us with a number of… Expand
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Highly Cited
2013
Highly Cited
2013
The overarching research goal for which grounded theory methodology (GTM) is used is to understand the basic social processes… Expand
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Highly Cited
2013
Highly Cited
2013
Being new to grounded theory the onus to understand the methodology and the various versionscan be daunting.Learning and… Expand
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Highly Cited
2013
Highly Cited
2013
The use of grounded theory method (GTM) as a research method in information systems (IS) has gradually increased over the years… Expand
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2010
2010
The generative topographic mapping (GTM) has been proposed as a statistical model to represent high-dimensional data by a… Expand
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Highly Cited
2010
Highly Cited
2010
We currently know little of the role of the corporate human resource (HR) function in multinational corporations regarding global… Expand
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Highly Cited
2006
Highly Cited
2006
Abstract : Evaluation of MT evaluation measures is limited by inconsistent human judgment data. Nonetheless, machine translation… Expand
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Highly Cited
2000
Highly Cited
2000
The historical path of gross domestic product (GDP) per capita in the United States (U.S.) is, except for the interlude of the… Expand
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Highly Cited
1998
Highly Cited
1998
Latent variable models represent the probability density of data in a space of several dimensions in terms of a smaller number of… Expand
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Highly Cited
1998
Highly Cited
1998
The generative topographic mapping (GTM) model was introduced by Bishop et al. (1998, Neural Comput. 10(1), 215-234) as a… Expand
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