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SIGIR
2008
ACM
15 years 1 months ago
Learning from labeled features using generalized expectation criteria
It is difficult to apply machine learning to new domains because often we lack labeled problem instances. In this paper, we provide a solution to this problem that leverages domai...
Gregory Druck, Gideon S. Mann, Andrew McCallum
BMCBI
2005
152views more  BMCBI 2005»
15 years 1 months ago
Ranking the whole MEDLINE database according to a large training set using text indexing
Background: The MEDLINE database contains over 12 million references to scientific literature, ut 3/4 of recent articles including an abstract of the publication. Retrieval of ent...
Brian P. Suomela, Miguel A. Andrade
BMCBI
2004
83views more  BMCBI 2004»
15 years 1 months ago
VKCDB: Voltage-gated potassium channel database
Background: The family of voltage-gated potassium channels comprises a functionally diverse group of membrane proteins. They help maintain and regulate the potassium ion-based com...
Bin Li, Warren J. Gallin
BMCBI
2004
128views more  BMCBI 2004»
15 years 1 months ago
cuticleDB: a relational database of Arthropod cuticular proteins
Background: The insect exoskeleton or cuticle is a bi-partite composite of proteins and chitin that provides protective, skeletal and structural functions. Little information is a...
Christiana K. Magkrioti, Ioannis C. Spyropoulos, V...
BMCBI
2011
14 years 9 months ago
Outer membrane proteins can be simply identified using secondary structure element alignment
Background: Outer membrane proteins (OMPs) are frequently found in the outer membranes of gram-negative bacteria, mitochondria and chloroplasts and have been found to play diverse...
Ren-Xiang Yan, Zhen Chen, Ziding Zhang