Results 11 to 20 of about 25,895,715 (350)

Longitudinal functional data analysis [PDF]

open access: yesStat, 2015
We consider dependent functional data that are correlated because of a longitudinal‐based design: each subject is observed at repeated times and at each time, a functional observation (curve) is recorded. We propose a novel parsimonious modelling framework for repeatedly observed functional observations that allows to extract low‐dimensional features ...
Park, So Young, Staicu, Ana-Maria
openaire   +4 more sources

The influence of weather regimes on European renewable energy production and demand [PDF]

open access: yes, 2019
The growing share of variable renewable energy increases the meteorological sensitivity of power systems. This study investigates if large-scale weather regimes capture the influence of meteorological variability on the European energy sector.
Algorithmic Data Analysis   +8 more
core   +3 more sources

Addressing gaps in data on drinking water quality through data integration and machine learning: evidence from Ethiopia

open access: yesnpj Clean Water, 2023
Monitoring access to safely managed drinking water services requires information on water quality. An increasing number of countries have integrated water quality testing in household surveys however it is not anticipated that such tests will be included
Alemayehu A. Ambel   +5 more
doaj   +1 more source

A comprehensive overview of genomic imprinting in breast and its deregulation in cancer

open access: yesNature Communications, 2018
In growth and development genomic imprinting is important in regulating gene expression. Here, the authors study loss of imprinting (LOI) in cancer, developing a mixture model to detect monoallelically expressed loci without genotyping data - applying ...
Tine Goovaerts   +6 more
doaj   +1 more source

Stability analysis of the coexistence equilibrium of a balanced metapopulation model

open access: yesScientific Reports, 2021
We analyze the stability of a unique coexistence equilibrium point of a system of ordinary differential equations (ODE system) modelling the dynamics of a metapopulation, more specifically, a set of local populations inhabiting discrete habitat patches ...
Shodhan Rao   +2 more
doaj   +1 more source

Monitoring water quality using control charts at PDAM Surya Sembada Surabaya

open access: yesAbdimas: Jurnal Pengabdian Masyarakat Universitas Merdeka Malang, 2023
Statistical quality control using control charts is an easy-to-implement method to improve quality. Improvements in the quality of products and services are continuously implemented to meet consumer needs.
Valeriana Lukitosari   +4 more
doaj   +1 more source

Deep learning for sustainable agriculture needs ecology and human involvement

open access: yesJournal of Sustainable Agriculture and Environment, 2023
Deep learning is an emerging data analytic tool that can improve predictability, efficiency and sustainability in agriculture. With a bibliometric analysis of 156 articles, we show how deep learning methods have been applied in the context of sustainable
Masahiro Ryo   +6 more
doaj   +1 more source

A Lightweight Object Detection Method in Aerial Images Based on Dense Feature Fusion Path Aggregation Network

open access: yesISPRS International Journal of Geo-Information, 2022
In recent years, significant progress has been obtained in object detection using Convolutional Neural Networks (CNNs). However, owing to the particularity of Remote Sensing Images (RSIs), common object detection methods are not well suited for RSIs ...
Liming Zhou   +5 more
doaj   +1 more source

Using machine learning to speed up new and upgrade detector studies: a calorimeter case [PDF]

open access: yesEPJ Web of Conferences, 2020
In this paper, we discuss the way advanced machine learning techniques allow physicists to perform in-depth studies of the realistic operating modes of the detectors during the stage of their design.
Ratnikov Fedor   +5 more
doaj   +1 more source

Characterization of RNA in exosomes secreted by human breast cancer cell lines using next-generation sequencing [PDF]

open access: yesPeerJ, 2013
Exosomes are nanosized (30–100 nm) membrane vesicles secreted by most cell types. Exosomes have been found to contain various RNA species including miRNA, mRNA and long non-protein coding RNAs. A number of cancer cells produce elevated levels of exosomes.
Piroon Jenjaroenpun   +5 more
doaj   +2 more sources

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