Results 1 to 10 of about 9,183 (179)
全球能源互联网, 2022 电力负荷具有非线性和时序性的特点，为了深入研究各特征变量对于电力负荷预测的重要性，进而获得更高的电力负荷预测精度，提出了基于随机森林（random forest，RF）算法及长短期记忆网络（long short-term memory，LSTM）的混合负荷预测模型。首先根据时间日期因素及气候因素建立高维特征数据集作为随机森林模型的输入，通过随机森林算法筛选出重要特征量，并使其与历史负荷结合作为LSTM模型的输入，经过粒子群算法对LSTM模型进行参数寻优后得到RF-LSTM混合模型及负荷预测结果 ...
董彦军 +6 more
doaj +1 more source
Kongjian kexue xuebao, 2023 小天体检测是小天体防御和预警的前提。针对小天体目标信噪比低、检测难的问题，提出了基于统计特征空间提取和支持向量机（SVM）的极暗弱小天体检测方法。区别于传统方法基于时间或空间上目标的能量和背景噪声能量的瞬时能量差别或是瞬时能量差别的累积，对目标进行检测。该方法不依赖目标能量大小，提取运动目标穿过背景时对稳定性产生的扰动来反演运动目标。将输入的图像序列转化为单像元时序信号，划分时序窗口提取统计特征，关联形成统计特征空间，利用更高维度的变化特性检测目标变化 ...
王 存远, 郑 伟, 李 明涛
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Importance of timely metadata curation to the global surveillance of genetic diversity
Conservation Biology, Volume 37, Issue 4, August 2023., 2023 Abstract Genetic diversity within species represents a fundamental yet underappreciated level of biodiversity. Because genetic diversity can indicate species resilience to changing climate, its measurement is relevant to many national and global conservation policy targets.
Eric D. Crandall +23 more
wiley +1 more source
Modified Delphi study of ultrasound signs associated with placenta accreta spectrum
Ultrasound in Obstetrics &Gynecology, Volume 61, Issue 4, Page 518-525, April 2023., 2023 ABSTRACT Objective To determine, by expert consensus through a modified Delphi process, the role of standardized and new ultrasound signs in the prenatal evaluation of patients at high risk of placenta accreta spectrum (PAS). Methods A systematic review of articles providing information on ultrasound imaging signs or markers associated with PAS was ...
E. Jauniaux +39 more
wiley +1 more source
Ultrasound in Obstetrics &Gynecology, Volume 60, Issue 4, Page 487-493, October 2022., 2022 ABSTRACT Objective To investigate the diagnostic yield of clinical whole‐genome sequencing (WGS) in prenatally diagnosed non‐immune hydrops fetalis (NIHF). Methods This was a retrospective study of 23 fetuses with prenatally diagnosed NIHF, negative for trisomies and copy‐number variants, referred for analysis by WGS with an in‐silico panel of 281 ...
E. Westenius +4 more
wiley +1 more source
Evaluation and redesign of the primers for detecting nitrogen cycling genes in environments
Methods in Ecology and Evolution, Volume 13, Issue 9, Page 1976-1989, September 2022., 2022 Abstract A better understanding of how nitrogen (N) cycling genes are involved in ecological processes is one of the crucial areas of microbial ecology. Currently, most molecular biological techniques investigating N cycling genes in the environment heavily rely on the accuracy of the polymerase chain reaction (PCR) primers; however, their specificity ...
Zhujun Wang +12 more
wiley +1 more source
Conservation Biology, Volume 36, Issue 2, April 2022., 2022 Abstract There is increasing interestin broad‐scale analysis, modeling, and prediction of the distribution and composition of plant species assemblages under climatic, environmental, and biotic change, particularly for conservation purposes. We devised a method to reliably predict the impact of climate change on large assemblages of plant communities ...
Alessandro Ferrarini +3 more
wiley +1 more source
Altered plasma cytokines in dogs with atopic dermatitis
Veterinary Dermatology, Volume 33, Issue 2, Page 131-e38, April 2022., 2022 Background – Canine (Canis lupus familiaris) atopic dermatitis (AD) shares similar clinical signs to human AD. The abnormal immune response of AD is orchestrated by T lymphocytes, and may include variable involvement of cytokines, Regulatory T (Treg) cells, eosinophils, mast cells and other immune components.
Hamutal Mazrier +3 more
wiley +1 more source