Using a multi‐model ensemble approach to determine biodiversity hotspots with limited occurrence data in understudied areas: An example using freshwater mussels in México
Sign Up to like & getrecommendations! Published in 2022 at "Ecology and Evolution"
DOI: 10.1002/ece3.8909
Abstract: Abstract Species distribution models (SDMs) are an increasingly important tool for conservation particularly for difficult‐to‐study locations and with understudied fauna. Our aims were to (1) use SDMs and ensemble SDMs to predict the distribution of… read more here.
Keywords: ensemble approach; biodiversity hotspots; freshwater mussels; determine ... See more keywords
A novel classifier ensemble approach for financial distress prediction
Sign Up to like & getrecommendations! Published in 2017 at "Knowledge and Information Systems"
DOI: 10.1007/s10115-017-1061-1
Abstract: Financial distress prediction is very important to financial institutions who must be able to make critical decisions regarding customer loans. Bankruptcy prediction and credit scoring are the two main aspects considered in financial distress prediction.… read more here.
Keywords: distress prediction; financial distress; prediction; ensemble approach ... See more keywords
An artificial neural network ensemble approach to generate air pollution maps
Sign Up to like & getrecommendations! Published in 2019 at "Environmental Monitoring and Assessment"
DOI: 10.1007/s10661-019-7901-6
Abstract: The objective of this research is to propose an artificial neural network (ANN) ensemble in order to estimate the hourly NO2 concentration at unsampled locations. Spatial interpolation methods and linear regression models with regularization have… read more here.
Keywords: maximum equals; network; ensemble approach; equals minimum ... See more keywords
A new ensemble approach to explore stability features in turning operation on CNC lathe
Sign Up to like & getrecommendations! Published in 2021 at "Journal of Mechanical Science and Technology"
DOI: 10.1007/s12206-021-0605-1
Abstract: Objective of the present study is to determine an optimum range of turning parameters using merged wavelet denoising and local mean decomposition (WDLMD) technique in order to establish stable turning settings in computer numerical control… read more here.
Keywords: approach explore; cnc lathe; ensemble approach; new ensemble ... See more keywords
N-semble: neural network based ensemble approach
Sign Up to like & getrecommendations! Published in 2019 at "International Journal of Machine Learning and Cybernetics"
DOI: 10.1007/s13042-017-0718-0
Abstract: Output can be predicted from experimental or achieve data by using machine learning models like random forest, artificial neural network, decision tree and many more models. Each model has its own limitations and advantages. To… read more here.
Keywords: neural network; network based; semble neural; network ... See more keywords
Comparison of future and base precipitation anomalies by SimCLIM statistical projection through ensemble approach in Pakistan
Sign Up to like & getrecommendations! Published in 2017 at "Atmospheric Research"
DOI: 10.1016/j.atmosres.2017.05.002
Abstract: Unpredictable precipitation trends have largely influenced by climate change which prolonged droughts or floods in South Asia. Statistical analysis of monthly, seasonal, and annual precipitation trend carried out for different temporal (1996–2015 and 2041–2060) and… read more here.
Keywords: precipitation trend; trend; precipitation; ensemble approach ... See more keywords
An ensemble approach for electricity price forecasting in markets with renewable energy resources
Sign Up to like & getrecommendations! Published in 2021 at "Utilities Policy"
DOI: 10.1016/j.jup.2021.101185
Abstract: Abstract With the restructuring of formerly vertically integrated utilities, the energy market behaves like a competitive market, which has resulted in an increased focus on the formulation of forecasting techniques. The contribution of this work… read more here.
Keywords: price forecasting; price; energy; ensemble approach ... See more keywords
An ensemble approach for supporting the respiratory isolation of presumed tuberculosis inpatients
Sign Up to like & getrecommendations! Published in 2019 at "Neurocomputing"
DOI: 10.1016/j.neucom.2018.11.074
Abstract: Abstract Tuberculosis remains a global health challenge, especially in low and middle-income countries. New diagnostic tools can allow earlier diagnosis, reducing both the mortality and transmission in the community. In hospitals, the decision making relative… read more here.
Keywords: tuberculosis inpatients; tuberculosis; ensemble approach; respiratory isolation ... See more keywords
Reconstruction of Nuclear Ensemble Approach Electronic Spectra Using Probabilistic Machine Learning
Sign Up to like & getrecommendations! Published in 2022 at "Journal of Chemical Theory and Computation"
DOI: 10.1021/acs.jctc.2c00004
Abstract: The theoretical prediction of molecular electronic spectra by means of quantum mechanical (QM) computations is fundamental to gain a deep insight into many photophysical and photochemical processes. A computational strategy that is attracting significant attention… read more here.
Keywords: electronic spectra; nea; probabilistic machine; nuclear ensemble ... See more keywords
The Power of Many: An Ensemble Approach to Spectral Similarity.
Sign Up to like & getrecommendations! Published in 2025 at "Journal of the American Society for Mass Spectrometry"
DOI: 10.1021/jasms.5c00176
Abstract: Quantifying the similarity between two mass spectra─a known reference mass spectrum and an unidentified sample mass spectrum─is at the heart of compound identification workflows in gas chromatography-mass spectrometry (GC-MS). The reference spectrum most like the… read more here.
Keywords: ensemble approach; spectral similarity; mass; approach spectral ... See more keywords
Exploring emotional patterns in social media through NLP models to unravel mental health insights
Sign Up to like & getrecommendations! Published in 2025 at "Healthcare Technology Letters"
DOI: 10.1049/htl2.12096
Abstract: Abstract This study aimed to develop an advanced ensemble approach for automated classification of mental health disorders in social media posts. The research question was: can an ensemble of fine‐tuned transformer models (XLNet, RoBERTa, and… read more here.
Keywords: mental health; ensemble approach; health disorders; social media ... See more keywords