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A novel ensemble modeling approach for the spatial prediction of tropical forest fire susceptibility using LogitBoost machine learning classifier and multi-source geospatial data
Tehrany, Mahyat Shafapour, Jones, Simon, Shabani, Farzin, Martínez-Álvarez, Francisco, Tien Bui, Dieu
Published in Theoretical and applied climatology (01.07.2019)
Published in Theoretical and applied climatology (01.07.2019)
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Journal Article
Improving protein-protein interactions prediction accuracy using XGBoost feature selection and stacked ensemble classifier
Chen, Cheng, Zhang, Qingmei, Yu, Bin, Yu, Zhaomin, Lawrence, Patrick J., Ma, Qin, Zhang, Yan
Published in Computers in biology and medicine (01.08.2020)
Published in Computers in biology and medicine (01.08.2020)
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Journal Article
Prediction of protein crotonylation sites through LightGBM classifier based on SMOTE and elastic net
Liu, Yaning, Yu, Zhaomin, Chen, Cheng, Han, Yu, Yu, Bin
Published in Analytical biochemistry (15.11.2020)
Published in Analytical biochemistry (15.11.2020)
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Journal Article
A deep-learning classifier identifies patients with clinical heart failure using whole-slide images of H&E tissue
Nirschl, Jeffrey J., Janowczyk, Andrew, Peyster, Eliot G., Frank, Renee, Margulies, Kenneth B., Feldman, Michael D., Madabhushi, Anant
Published in PloS one (03.04.2018)
Published in PloS one (03.04.2018)
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Journal Article
A performance comparison of eight commercially available automatic classifiers for facial affect recognition
Dupré, Damien, Krumhuber, Eva G., Küster, Dennis, McKeown, Gary J.
Published in PloS one (24.04.2020)
Published in PloS one (24.04.2020)
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Journal Article
A prospective multicenter validation study of a machine learning algorithm classifier on quantitative electroencephalogram for differentiating between dementia with Lewy bodies and Alzheimer’s dementia
Suzuki, Yukiko, Suzuki, Maki, Shigenobu, Kazue, Shinosaki, Kazuhiro, Aoki, Yasunori, Kikuchi, Hirokazu, Baba, Toru, Hashimoto, Mamoru, Araki, Toshihiko, Johnsen, Kristinn, Ikeda, Manabu, Mori, Etsuro
Published in PloS one (31.03.2022)
Published in PloS one (31.03.2022)
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Journal Article