The main idea is to utilize an algorithm to minimize the difference of two submodular functions, combined with the discrete Newton method.
We utilize an algorithm capable of finding an alignment of any specified accuracy to demonstrate significant increase in the alignment quality of solutions generated by three popular protein structure alignment methods, obtained through the deep search of the superposition space.
The detailed procedure of utilizing an ID3 algorithm for tolerance-related knowledge acquisition is introduced, including calculating the information gain measure (entropy) and generating the final decision tree.
Unique probes targeting these coordinates were selected against D. melanogaster r5.7, utilizing a rebalancing algorithm to improve uniformity of coverage across targets as previously described (Bainbridge et al. 2010), resulting in 2,160,993 probes targeting 81,872 regions covering 34,418,101 bp.
First, the identification of patients who had a bleeding event and/or blood product transfusion was based on an algorithm utilizing a combination of ICD-9-CM procedure and diagnosis codes as well as billing charges appearing on the hospital record.
Many tools exist to predict structural variants (SVs), utilizing a variety of algorithms.
Utilizing an interest-based algorithm, users of similar demographics are matched and given the opportunity to chat.
Secondary structure was evaluated utilizing the algorithm of Wang et al. ([2009]), present in antimicrobial peptide calculator web site (http://aps.unmc.edu/AP/prediction/prediction_main.php).unmc.edu/AP/prediction/prediction_main.php
In this research, a two-step methodology is proposed for identifying activity stops in continuous trajectories utilizing a variation of the DBSCAN algorithm and the SVMs method.
MIT teamed up with Australia's Commonwealth Scientific and Industrial Research Organisation (CSIRO) to create the "nightmare machine" in an attempt to study what terrifies us as a species, utilizing a pair of deep learning algorithms for maximum terrorizing impact and applying them to otherwise benign images like the Taj Mahal, an Ikea catalog and, naturally, Kermit the Frog.
