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IDA
2010
Springer
14 years 10 months ago
2010
Springer
Data-driven knowledge discovery is becoming a new trend in various scientific fields. In light of this, the goal of the present paper is to introduce a novel framework to study one...
ICDM
2006
IEEE
15 years 5 months ago
2006
IEEE
There is a need to develop methods to automatically incorporate prior knowledge to support the prediction and validation of novel functional associations. One such important sourc...
ICDM
2003
IEEE
15 years 5 months ago
2003
IEEE
We note that a set of statistically “unusual” proteinprofile pairs in experimentally determined database of protein-protein interactions can typify protein-protein interaction...
KDD
2007
ACM
16 years 5 days ago
2007
ACM
It is often expensive to acquire data in real-world data mining applications. Most previous data mining and machine learning research, however, assumes that a fixed set of trainin...
KDD
2004
ACM
16 years 5 days ago
2004
ACM
There is an emerging trend in post-genome biology to study the collection of thousands of protein interaction pairs (protein interactome) derived from high-throughput experiments....