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ACL
2006
15 years 3 months ago
Semi-Supervised Conditional Random Fields for Improved Sequence Segmentation and Labeling
We present a new semi-supervised training procedure for conditional random fields (CRFs) that can be used to train sequence segmentors and labelers from a combination of labeled a...
Feng Jiao, Shaojun Wang, Chi-Hoon Lee, Russell Gre...
125
Voted
SC
2009
ACM
15 years 8 months ago
FPGA-based acceleration of CHARMM-potential minimization
Energy minimization is an important step in molecular modeling, with applications in molecular docking and in mapping binding sites. Minimization involves repeated evaluation of v...
Bharat Sukhwani, Martin C. Herbordt
127
Voted
AUSAI
2008
Springer
15 years 3 months ago
Learning to Find Relevant Biological Articles without Negative Training Examples
Classifiers are traditionally learned using sets of positive and negative training examples. However, often a classifier is required, but for training only an incomplete set of pos...
Keith Noto, Milton H. Saier Jr., Charles Elkan
84
Voted
BMCBI
2008
118views more  BMCBI 2008»
15 years 1 months ago
Drug interaction prediction using ontology-driven hypothetical assertion framework for pathway generation followed by numerical
Background: In accordance with the increasing amount of information concerning individual differences in drug response and molecular interaction, the role of in silico prediction ...
Takeshi Arikuma, Sumi Yoshikawa, Ryuzo Azuma, Kent...
DEBU
2008
121views more  DEBU 2008»
15 years 1 months ago
Choreography Design Using WS-BPEL
Web Services are the state-of-the-art realization of a service-oriented architecture. While there is an agreed standard to describe the interface of services (WSDL) as well as an ...
Oliver Kopp, Frank Leymann