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» Predicting Peroxisomal Proteins
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ICML
2007
IEEE
14 years 9 months ago
An integrated approach to feature invention and model construction for drug activity prediction
We present a new machine learning approach for 3D-QSAR, the task of predicting binding affinities of molecules to target proteins based on 3D structure. Our approach predicts bind...
David Page, Jesse Davis, Soumya Ray, Vítor ...
CIBCB
2005
IEEE
13 years 10 months ago
Pathway Analyst--Automated Metabolic Pathway Prediction
—Metabolic pathways are crucial to our understanding of biology. The speed at which new organisms are being sequenced is outstripping our ability to experimentally determine thei...
Luca Pireddu, Brett Poulin, Duane Szafron, Paul Lu...
JCC
2007
127views more  JCC 2007»
13 years 8 months ago
Prediction of GFP spectral properties using artificial neural network
Abstract: In this study, we applied artificial neural network, implementing the backpropagation algorithm, for the prediction of the excitation and emission maxima of green fluores...
Chanin Nantasenamat, Chartchalerm Isarankura-Na-Ay...
BICOB
2009
Springer
14 years 22 days ago
Computational Prediction of Genes Translationally Regulated by Cytoplasmic Polyadenylation Elements
Cytoplasmic post-transcriptional modification of mRNA transcripts in the form of polyadenylated (poly(A)) tails plays a key role in their translational control. The timing and degr...
Eric C. Rouchka, Xiangping Wang, James H. Graham, ...
ISMB
2007
13 years 10 months ago
Computational prediction of host-pathogen protein-protein interactions
Our major effort in this reporting period comprised functional genomic studies of key genes for carbon metabolite and nodulation/nitrogen fixation in Sinorhizobium meliloti, compar...
Matthew D. Dyer, T. M. Murali, Bruno W. S. Sobral