Big data deep learning: challenges and perspectives
XW Chen, X Lin - IEEE access, 2014 - ieeexplore.ieee.org
… The idea is to approximate inputs X with a linear combination of some basic and sparse …
then multiplied by the corresponding rows in X. This strategy successfully avoids the situation …
then multiplied by the corresponding rows in X. This strategy successfully avoids the situation …
[PDF][PDF] Battery lifetime prognostics
… In traditional regression models, the loss function is defined as the error between f (x) and
its real value y. On the contrary, support vector regression (SVR) skips errors that are smaller …
its real value y. On the contrary, support vector regression (SVR) skips errors that are smaller …
The sequence of the human genome
A 2.91-billion base pair (bp) consensus sequence of the euchromatic portion of the human
genome was generated by the whole-genome shotgun sequencing method. The 14.8-billion …
genome was generated by the whole-genome shotgun sequencing method. The 14.8-billion …
The Genome Sequence of Drosophila melanogaster
…, Y Lei, AA Levitsky, J Li, Z Li, Y Liang, X Lin, X Liu… - Science, 2000 - science.org
The fly Drosophila melanogaster is one of the most intensively studied organisms in biology
and serves as a model system for the investigation of many developmental and cellular …
and serves as a model system for the investigation of many developmental and cellular …
Association of public health interventions with the epidemiology of the COVID-19 outbreak in Wuhan, China
… There were an additional 17 365 cases of clinically diagnosed COVID-19 (ie, by symptom
report and chest x-ray but without a positive RT-PCR result) in the data set. However, only …
report and chest x-ray but without a positive RT-PCR result) in the data set. However, only …
[HTML][HTML] Global, regional, and national burden and trend of diabetes in 195 countries and territories: an analysis from 1990 to 2025
X Lin, Y Xu, X Pan, J Xu, Y Ding, X Sun, X Song… - Scientific reports, 2020 - nature.com
Diabetes mellitus is a leading cause of mortality and reduced life expectancy. We aim to
estimate the burden of diabetes by type, year, regions, and socioeconomic status in 195 …
estimate the burden of diabetes by type, year, regions, and socioeconomic status in 195 …
[HTML][HTML] The sleep disorder canine narcolepsy is caused by a mutation in the hypocretin (orexin) receptor 2 gene
L Lin, J Faraco, R Li, H Kadotani, W Rogers, X Lin… - Cell, 1999 - cell.com
Narcolepsy is a disabling sleep disorder affecting humans and animals. It is characterized
by daytime sleepiness, cataplexy, and striking transitions from wakefulness into rapid eye …
by daytime sleepiness, cataplexy, and striking transitions from wakefulness into rapid eye …
Opt: Open pre-trained transformer language models
Large language models, which are often trained for hundreds of thousands of compute days,
have shown remarkable capabilities for zero- and few-shot learning. Given their …
have shown remarkable capabilities for zero- and few-shot learning. Given their …
[HTML][HTML] Control of β-catenin phosphorylation/degradation by a dual-kinase mechanism
…, C Han, GH Baeg, Y Tan, Z Zhang, X Lin, X He - Cell, 2002 - cell.com
Wnt regulation of β-catenin degradation is essential for development and carcinogenesis. β-catenin
degradation is initiated upon amino-terminal serine/threonine phosphorylation, …
degradation is initiated upon amino-terminal serine/threonine phosphorylation, …
[HTML][HTML] An improvement of the 2ˆ (–delta delta CT) method for quantitative real-time polymerase chain reaction data analysis
… To calculate the starting DNA amount (x 0 ), we need to find out the new threshold cycle, … x
0,A and x 0,B , and the amounts of a target gene in the two groups are denoted as x 0,C and x …
0,A and x 0,B , and the amounts of a target gene in the two groups are denoted as x 0,C and x …