An Efficient Multi-layer Ensemble Framework with BPSOGSA-Based Feature Selection for Credit Scoring Data Analysis
Sign Up to like & getrecommendations! Published in 2018 at "Arabian Journal for Science and Engineering"
DOI: 10.1007/s13369-017-2905-4
Abstract: Credit scoring is extensively used by credit industries and financial institutions for financial decision-making. It is a way to assess the risk associated with an applicant based on historical data. However, the historical data may… read more here.
Keywords: credit; feature selection; multi layer; layer ensemble ... See more keywords
Cough2COVID-19 detection using an enhanced multi layer ensemble deep learning framework and CoughFeatureRanker
Sign Up to like & getrecommendations! Published in 2024 at "Scientific Reports"
DOI: 10.1038/s41598-024-76639-9
Abstract: In response to the pressing requirement for precise and easily accessible COVID-19 detection methods, we present the Cough2COVID-19 framework, which is cost-effective, non-intrusive, and widely accessible. The conventional diagnostic methods, notably the PCR test, are… read more here.
Keywords: detection; multi layer; framework; layer ensemble ... See more keywords
A double-layer ensemble framework for rubber plantation mapping using multi-source data in the google earth engine: a case study of the southwestern border region of China
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DOI: 10.1080/17538947.2025.2520472
Abstract: ABSTRACT The remote sensing mapping of rubber plantations still faces significant challenges in terms of classification accuracy and the availability of remote sensing data, particularly in areas with high landscape fragmentation and tropical cloud and… read more here.
Keywords: layer; double layer; layer ensemble; framework ... See more keywords
A Novel Noise-Adapted Two-Layer Ensemble Model for Credit Scoring Based on Backflow Learning
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DOI: 10.1109/access.2019.2930332
Abstract: Recently, the machine learning method and artificial intelligence algorithm have become increasingly important in classification problems, such as credit scoring. Building an ensemble learning model that has been proven to be typically more accurate and… read more here.
Keywords: layer ensemble; two layer; model; credit scoring ... See more keywords