Results 11 to 20 of about 7,252,224 (344)

TimesNet: Temporal 2D-Variation Modeling for General Time Series Analysis [PDF]

International Conference on Learning Representations, 2022
Time series analysis is of immense importance in extensive applications, such as weather forecasting, anomaly detection, and action recognition. This paper focuses on temporal variation modeling, which is the common key problem of extensive analysis ...
Haixu Wu, Teng Hu, Yong Liu, Hang Zhou, Jianmin Wang, Mingsheng Long   +5 more
semanticscholar   +1 more source

The mutational constraint spectrum quantified from variation in 141,456 humans

Nature, 2020
Genetic variants that inactivate protein-coding genes are a powerful source of information about the phenotypic consequences of gene disruption: genes that are crucial for the function of an organism will be depleted of such variants in natural ...
K. Karczewski, L. Francioli, G. Tiao, Beryl B. Cummings, Jessica Alföldi, Qingbo S. Wang, Ryan L. Collins, Kristen M. Laricchia, A. Ganna, Daniel P Birnbaum, L. Gauthier, H. Brand, M. Solomonson, N. Watts, Daniel Rhodes, M. Singer-Berk, E. England, Eleanor G. Seaby, J. Kosmicki, R. Walters, K. Tashman, Y. Farjoun, E. Banks, T. Poterba, Arcturus Wang, C. Seed, N. Whiffin, Jessica X. Chong, K. Samocha, E. Pierce-Hoffman, Zachary Zappala, A. O’Donnell-Luria, E. Minikel, B. Weisburd, M. Lek, J. Ware, C. Vittal, Irina M. Armean, Louis Bergelson, K. Cibulskis, K. Connolly, Miguel Covarrubias, S. Donnelly, S. Ferriera, S. Gabriel, Jeff Gentry, N. Gupta, Thibault Jeandet, D. Kaplan, Christopher Llanwarne, Ruchi Munshi, Sam Novod, Nikelle Petrillo, David Roazen, Valentín Ruano-Rubio, A. Saltzman, Molly Schleicher, José Soto, Kathleen M. Tibbetts, C. Tolonen, Gordon Wade, M. Talkowski, B. Neale, M. Daly, D. MacArthur   +64 more
semanticscholar   +1 more source

Holocene East Asian Summer Monsoon Variation Recorded by Sensitive Grain Size Component from the Pearl River-Derived Mud in the Northern South China Sea

Lithosphere, 2022
To better understand the environmental significance of sediment grain size in continental shelf of the South China Sea (SCS), we carried out a detailed grain size study of sediments from the YJ Core, derived from the mud deposits of the northern SCS ...
Jin Xu, Chao Huang, Xin Huang
doaj   +1 more source

Forensic Facial Comparison: Current Status, Limitations, and Future Directions

Biology, 2021
Global escalation of crime has necessitated the use of digital imagery to aid the identification of perpetrators. Forensic facial comparison (FFC) is increasingly employed, often relying on poor-quality images.
Nicholas Bacci, Joshua G. Davimes, Maryna Steyn, Nanette Briers   +3 more
doaj   +1 more source

On the variation of the initial mass function [PDF]

, 2000
A universal initial mass function (IMF) is not intuitive, but so far no convincing evidence for a variable IMF exists. The detection of systematic variations of the IMF with star-forming conditions would be the Rosetta Stone for star formation. In
P. Kroupa
semanticscholar   +1 more source

Consequences of anthropogenic activities and beach dynamics on vertical distribution of microplastics in the mid-intertidal sediments of Donghai Island, China

Water Science and Technology, 2022
Microplastic accumulation and resulting degradation are significant threats to the coastal ecosystems around the world. Baseline information on microplastics and their sources is of great importance for a permanent waste management system.
Mayakrishnan Machendiranathan, Yaoqiang Hu, WeiCong Chen, Ao Tan, Lingling Xie, Fajin Chen, Guangzhe Jin, Rajamohanan Pillai Ranith, Lakshmanan Senthilnathan   +8 more
doaj   +1 more source

A global reference for human genetic variation

Nature, 2015
The 1000 Genomes Project set out to provide a comprehensive description of common human genetic variation by applying whole-genome sequencing to a diverse set of individuals from multiple populations.
Taras K. Oleksyk, Adam Gonçalo R. David M. Richard M. Gonçalo R. David R. Auton Abecasis Altshuler Durbin Abecasis Bentley C, A. Auton, G. Abecasis, D. Altshuler, R. Durbin, D. Bentley, A. Chakravarti, A. Clark, P. Donnelly, E. Eichler, Paul Flicek, S. Gabriel, R. Gibbs, E. Green, M. Hurles, B. Knoppers, J. Korbel, E. Lander, Charles Lee, H. Lehrach, E. Mardis, Gabor T. Marth, G. McVean, D. Nickerson, Jeanette Schmidt, S. Sherry, Jun Wang, R. Wilson, K. Barnes, C. Beiswanger, E. Burchard, C. Bustamante, Hongyu Cai, H. Cao, N. Gerry, N. Gharani, Christopher R. Gignoux, S. Gravel, B. Henn, Danielle A. Jones, L. Jorde, J. Kaye, A. Keinan, A. Kent, A. Kerasidou, Yingrui Li, R. Mathias, A. Moreno-Estrada, P. Ossorio, M. Parker, Alissa M. Resch, C. Rotimi, C. Royal, Karla Sandoval, Yeyang Su, R. Sudbrak, Zhongming Tian, S. Tishkoff, L. Toji, C. Tyler-Smith, M. Via, Yuhong Wang, Huanming Yang, Ling Yang, Jia Zhu, L. Brooks, A. Felsenfeld, J. Mcewen, Yekaterina Vaydylevich, A. Duncanson, Michael Dunn, J. Schloss, Erik P. Garrison, Hyun Min Kang, J. Marchini, Shane A. McCarthy   +76 more
semanticscholar   +1 more source

Analysis of protein-coding genetic variation in 60,706 humans

Nature, 2015
Large-scale reference data sets of human genetic variation are critical for the medical and functional interpretation of DNA sequence changes. Here we describe the aggregation and analysis of high-quality exome (protein-coding region) DNA sequence data ...
James Y. Zou
semanticscholar   +1 more source

Contrasting the Impacts of Intraseasonal Oscillations on Yangtze Precipitation during the Summer of 1998 and 2016

Atmosphere, 2023
In 1998 and 2016, boreal summer intraseasonal oscillation (BSISO) could reach the middle-lower reaches of the Yangtze River basin (YRB), leading to extreme precipitation.
Mimi Tao, Li Yan, Shaojun Zheng, Jianjun Xu, Yinlan Chen   +4 more
doaj   +1 more source

GSVA: gene set variation analysis for microarray and RNA-Seq data

BMC Bioinformatics, 2013
Gene set enrichment (GSE) analysis is a popular framework for condensing information from gene expression profiles into a pathway or signature summary.
Sonja Hänzelmann, R. Castelo, J. Guinney   +2 more
semanticscholar   +1 more source