Epistatic Net allows the sparse spectral regularization of deep neural networks for inferring fitness functions
Sign Up to like & getrecommendations! Published in 2021 at "Nature Communications"
DOI: 10.1038/s41467-021-25371-3
Abstract: Despite recent advances in high-throughput combinatorial mutagenesis assays, the number of labeled sequences available to predict molecular functions has remained small for the vastness of the sequence space combined with the ruggedness of many fitness… read more here.
Keywords: fitness functions; deep neural; neural networks; epistatic net ... See more keywords
Multiobjective optimization-driven primer design mechanism: towards user-specified parameters of PCR primer
Sign Up to like & getrecommendations! Published in 2022 at "Briefings in bioinformatics"
DOI: 10.1093/bib/bbac121
Abstract: Primers are critical for polymerase chain reaction (PCR) and influence PCR experimental outcomes. Designing numerous combinations of forward and reverse primers involves various primer constraints, posing a computational challenge. Most PCR primer design methods limit… read more here.
Keywords: fitness functions; specified parameters; user specified; primer design ... See more keywords
Crowd Associated Network: Exploiting over a Smart Garbage Management System
Sign Up to like & getrecommendations! Published in 2017 at "IEEE Communications Magazine"
DOI: 10.1109/mcom.2017.1600379
Abstract: Most existing non-real-time applications utilize infrastructure-based or semi-infrastructure-based network architectures. Such a network architecture demands a considerably high installment and maintenance cost. To alleviate the cost, in this article, we propose an efficient infrastructure-less network… read more here.
Keywords: optimum solutions; fitness functions; associated network; network ... See more keywords
Early-Stage Fault Diagnosis for Rotating Element Bearing Using Improved Harmony Search Algorithm With Different Fitness Functions
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Instrumentation and Measurement"
DOI: 10.1109/tim.2022.3192254
Abstract: Bearings are the backbone of every rotary machine that ranges from civilian to military applications. A single fault in a bearing can shut down the whole machine that causes personal damage and economic loss. To… read more here.
Keywords: bandpass filter; early stage; frequency; fault ... See more keywords