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Burglary in London: Insights from Statistical Heterogeneous Spatial Point Processes
To obtain operational insights regarding the crime of burglary in London...
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Group Factor Analysis
Factor analysis provides linear factors that describe relationships betw...
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Identification of structural features in chemicals associated with cancer drug response: A systematic data-driven analysis
Motivation: Analysis of relationships of drug structure to biological re...
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Factorized Multi-Modal Topic Model
Multi-modal data collections, such as corpora of paired images and text ...
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Bayesian exponential family projections for coupled data sources
Exponential family extensions of principal component analysis (EPCA) hav...
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Bayesian Group Factor Analysis
We introduce a factor analysis model that summarizes the dependencies be...
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Seppo Virtanen
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