7168 search results - page 95 / 1434 » A Factorization Approach to Grouping |
135
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PAKDD
2009
ACM
15 years 10 months ago
2009
ACM
Abstract. We propose a new approach to modeling time-varying relational data such as e-mail transactions based on a dynamic extension of matrix factorization. To estimate effectiv...
134
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ICDM
2007
IEEE
15 years 10 months ago
2007
IEEE
Consensus clustering and semi-supervised clustering are important extensions of the standard clustering paradigm. Consensus clustering (also known as aggregation of clustering) ca...
116
Voted
ICMCS
2007
IEEE
15 years 10 months ago
2007
IEEE
In this paper, we present a framework to analyze and summarize the temporal dynamics within personal blogs. Blog temporal dynamics are difficult to capture using a few class descr...
136
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ALS
2003
Springer
15 years 9 months ago
2003
Springer
This paper takes an overtly anticipatory stance to the understanding of animat learning and behavior. It analyses four major animal learning theories and attempts to identify the a...
134
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ICA
2007
Springer
15 years 7 months ago
2007
Springer
Non-negative spectrogram factorization has been proposed for single-channel source separation tasks. These methods operate on the magnitude or power spectrogram of the input mixtur...