LAUSR

About LAUSR
Donate
Contact Us

Follow us:

You are not signed in:

Sign Up!


   Articles with "ensemble method" as a keyword



Generalized–ensemble method study: A helix‐mimetic compound inhibits protein–protein interaction by long‐range and short‐range intermolecular interactions

Sign Up to like & get
recommendations! Published in 2021 at "Journal of Computational Chemistry"

DOI: 10.1002/jcc.26516

Abstract: A heterocyclic compound mS‐11 is a helix‐mimetic designed to inhibit binding of an intrinsic disordered protein neural restrictive silence factor/repressor element 1 silencing factor (NRSF/REST) to a receptor protein mSin3B. We apply a generalized ensemble… read more here.

Keywords: nrsf rest; ensemble method; range; helix mimetic ... See more keywords

Rough set-based feature selection for credit risk prediction using weight-adjusted boosting ensemble method

Sign Up to like & get
recommendations! Published in 2020 at "Soft Computing"

DOI: 10.1007/s00500-019-04167-0

Abstract: With the tremendous development of financial institutions, credit risk prediction (CRP) plays an essential role in granting loans to customers and helps them to minimize their loss because credit approval sometimes results in massive financial… read more here.

Keywords: risk prediction; ensemble method; credit risk; credit ... See more keywords
Photo from archive.org

Learners Reliability Estimated Through Neural Networks Applied to Build a Novel Hybrid Ensemble Method

Sign Up to like & get
recommendations! Published in 2017 at "Neural Processing Letters"

DOI: 10.1007/s11063-017-9586-6

Abstract: In this paper a novel hybrid ensemble method aiming at the improvement of models accuracy in regression tasks is presented. The basic idea of the approach is the creation of an ensemble learner composed by… read more here.

Keywords: reliability estimated; ensemble method; hybrid ensemble; learners reliability ... See more keywords

Using Fuzzy Classifier in Ensemble Method for Motor Imagery Electroencephalography Classification

Sign Up to like & get
recommendations! Published in 2021 at "International Journal of Fuzzy Systems"

DOI: 10.1007/s40815-021-01108-8

Abstract: In a motor imagery-based brain–computer interface system, an effective classifier is required. However, the effectiveness of classifier is substantially influenced by the individual differences among electroencephalography (EEG) signals and artifacts. Therefore, in this study, we… read more here.

Keywords: ensemble method; motor imagery; classifier; method ... See more keywords

Improved pollution forecasting hybrid algorithms based on the ensemble method

Sign Up to like & get
recommendations! Published in 2019 at "Applied Mathematical Modelling"

DOI: 10.1016/j.apm.2019.04.032

Abstract: Abstract In a new fine particle concentrations forecasting model, the Hampel identifier outlier correction preprocessing detects and corrects the outliers in the original series. Empirical wavelet transform method decomposes the corrected series into a set… read more here.

Keywords: pollution forecasting; ensemble method; method; forecasting hybrid ... See more keywords

CO2 capture with aqueous solution of sodium glycinate: Modeling using an ensemble method

Sign Up to like & get
recommendations! Published in 2017 at "International Journal of Greenhouse Gas Control"

DOI: 10.1016/j.ijggc.2017.03.029

Abstract: Abstract As a type of amino acid salt, sodium glycinate (SG) is introduced as a potential solvent for CO 2 capture from gas streams like sour natural gas and flue gas. Modeling and assessment of… read more here.

Keywords: ensemble method; solution; aqueous solution; sodium glycinate ... See more keywords

A spectral space partition guided ensemble method for retrieving chlorophyll-a concentration in inland waters from Sentinel-2A satellite imagery

Sign Up to like & get
recommendations! Published in 2019 at "Journal of Great Lakes Research"

DOI: 10.1016/j.jglr.2018.09.002

Abstract: Abstract This research proposes an ensemble method for synergistically combining multiple empirical algorithms to better estimate chlorophyll-a (Chl-a) concentration. In previous studies, different empirical algorithms have been employed separately and a single algorithm was often… read more here.

Keywords: spectral space; partition guided; ensemble method; method ... See more keywords

A multi-ensemble method based on deep auto-encoders for fault diagnosis of rolling bearings

Sign Up to like & get
recommendations! Published in 2020 at "Measurement"

DOI: 10.1016/j.measurement.2019.107132

Abstract: Abstract A multi-ensemble method is proposed based on deep auto-encoder (DAE) for fault diagnosis of rolling bearings. At first, several DAEs with different activation functions are trained to obtain different types of features, which are… read more here.

Keywords: multi ensemble; ensemble method; diagnosis; fault diagnosis ... See more keywords

Deep Learning Ensemble Method for Classifying Glaucoma Stages Using Fundus Photographs and Convolutional Neural Networks

Sign Up to like & get
recommendations! Published in 2021 at "Current Eye Research"

DOI: 10.1080/02713683.2021.1900268

Abstract: ABSTRACT Purpose: This study developed and evaluated a deep learning ensemble method to automatically grade the stages of glaucoma depending on its severity. Materials and Methods: After cross-validation of three glaucoma specialists, the final dataset… read more here.

Keywords: ensemble method; method; deep learning; glaucoma ... See more keywords

Gene regulatory network inference based on novel ensemble method.

Sign Up to like & get
recommendations! Published in 2024 at "Briefings in functional genomics"

DOI: 10.1093/bfgp/elae036

Abstract: Gene regulatory networks (GRNs) contribute toward understanding the function of genes and the development of cancer or the impact of key genes on diseases. Hence, this study proposes an ensemble method based on 13 basic… read more here.

Keywords: classification; gradient boosting; gene; gene regulatory ... See more keywords

Comprehensive assessment of nine target prediction web services: which should we choose for target fishing?

Sign Up to like & get
recommendations! Published in 2023 at "Briefings in bioinformatics"

DOI: 10.1093/bib/bbad014

Abstract: Identification of potential targets for known bioactive compounds and novel synthetic analogs is of considerable significance. In silico target fishing (TF) has become an alternative strategy because of the expensive and laborious wet-lab experiments, explosive… read more here.

Keywords: comprehensive assessment; ensemble method; target fishing; prediction ... See more keywords