Archive for the 'SciLit' Category

circRNAs can be functionally important

February 28, 2013

Old idea or miRNS sponging applied to a new class of RNAs — circRNAs
http://www.nature.com/nature/journal/vaop/ncurrent/full/nature11993.html?WT.ec_id=NATURE-20130228

Predicting the Binding Patterns of Hub Proteins: A Study Using Yeast Protein Interaction Networks

February 24, 2013

used the singlish/multi concept. Then used machine learning to predict whether a protein is singlish or multi

PLOS ONE
http://www.plosone.org/article/info%3Adoi%2F10.1371%2Fjournal.pone.0056833
Taner Z. Sen

Developmental Milestones Punctuate Gene Expression in the Caenorhabditis Embryo

February 19, 2013

http://www.cell.com/developmental-cell/abstract/S1534-5807%2812%2900142-6

Michal Levin, Tamar Hashimshony, Florian Wagner, and Itai Yanai.
Developmental milestones punctuate gene expression in the
Caenorhabditis embryo. Developmental Cell (May 2012)

Nice disussion of the phylotypic stage .
Figure 4S-E have stage mapping between dmel and celegans

Abstractions for genomics – how data processing can be layered, including separating evidence from interference

February 17, 2013

Abstractions for genomics
Communications of the ACM
Volume 56 Issue 1, January 2013
Pages 83-93

http://cseweb.ucsd.edu/~varghese/PAPERS/querythegenome.pdf
http://dl.acm.org/citation.cfm?id=2398376

PLOS Computational Biology: Large-Scale Trends in the Evolution of Gene Structures within 11 Animal Genomes

February 16, 2013

intron & exon length distributions

http://www.ploscompbiol.org/article/info%3Adoi%2F10.1371%2Fjournal.pcbi.0020015

Human Mobility Characterization from Cellular Network Data | January 2013 | Communications of the ACM

February 14, 2013

nice maps

http://cacm.acm.org/magazines/2013/1/158775-human-mobility-characterization-from-cellular-network-data/fulltext

Thoughts on “A few useful things to know about machine learning”

February 14, 2013

Some thoughts on a good paper giving intuition on machine learning approaches

http://homes.cs.washington.edu/~pedrod/papers/cacm12.pdf
http://dl.acm.org/citation.cfm?id=2347755

In particular, the paper gives good intuition about:

– overfitting (e.g. how it’s related to multiple testing & bias v variance)
– the curse of dimensionality (in high-D all neighbors look the same)
– the non-practicality of theoretical guarantees
– how different frontiers can give the same prediction
– ensembles (which reduce variance greatly without increasing bias that much)
– ensembles vs Bayesian model averaging (which essentially select the best model)

A Phylotypic Stage for All Animals?

February 13, 2013

http://www.sciencedirect.com/science/article/pii/S1534580712001980

> Michal Levin, Tamar Hashimshony, Florian Wagner, and Itai Yanai. > Developmental milestones punctuate gene expression in the
> Caenorhabditis embryo. Developmental Cell (May 2012)

Retro CNVs

February 3, 2013

http://www.plosgenetics.org/article/info%3Adoi%2F10.1371%2Fjournal.pgen.1003242

transposable element common to both human and fruit fly

January 30, 2013

The Human THAP9 Gene Encodes an Active P-Element DNA Transposase http://www.sciencemag.org/content/339/6118/446.abstract