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» A Factorization Approach to Grouping
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153
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RECOMB
2008
Springer
16 years 4 months ago
A Fast, Alignment-Free, Conservation-Based Method for Transcription Factor Binding Site Discovery
As an increasing number of eukaryotic genomes are being sequenced, comparative studies aimed at detecting regulatory elements in intergenic sequences are becoming more prevalent. M...
Raluca Gordân, Leelavati Narlikar, Alexander...
135
Voted
STOC
2007
ACM
84views Algorithms» more  STOC 2007»
16 years 4 months ago
Lower bounds in communication complexity based on factorization norms
We introduce a new method to derive lower bounds on randomized and quantum communication complexity. Our method is based on factorization norms, a notion from Banach Space theory....
Nati Linial, Adi Shraibman
129
Voted
NIPS
2007
15 years 5 months ago
Probabilistic Matrix Factorization
Many existing approaches to collaborative filtering can neither handle very large datasets nor easily deal with users who have very few ratings. In this paper we present the Prob...
Ruslan Salakhutdinov, Andriy Mnih
160
Voted
ECIR
1998
Springer
15 years 5 months ago
Social and Cognitive Factors in the Design and Evaluation of Multimedia Systems
Multimedia information retrieval systems design is currently considered a complex task since it requires an understanding of users specific way of searching, processing and using ...
Silvia Gabrielli
136
Voted
SDM
2010
SIAM
204views Data Mining» more  SDM 2010»
15 years 5 months ago
Scalable Tensor Factorizations with Missing Data
The problem of missing data is ubiquitous in domains such as biomedical signal processing, network traffic analysis, bibliometrics, social network analysis, chemometrics, computer...
Evrim Acar, Daniel M. Dunlavy, Tamara G. Kolda, Mo...