Results 61 to 70 of about 10,458 (157)

Requirement Dependency Extraction Based on Improved Stacking Ensemble Machine Learning

Mathematics
To address the cost and efficiency issues of manually analysing requirement dependency in requirements engineering, a requirement dependency extraction method based on part-of-speech features and an improved stacking ensemble learning model (P-Stacking ...
Hui Guan, Hang Xu, Lie Cai
doaj   +1 more source

Diverse Models, United Goal: A Comprehensive Survey of Ensemble Learning

CAAI Transactions on Intelligence Technology
Ensemble learning, a pivotal branch of machine learning, amalgamates multiple base models to enhance the overarching performance of predictive models, capitalising on the diversity and collective wisdom of the ensemble to surpass individual models and ...
Ziwei Fan, Zhiwen Yu, Kaixiang Yang, Wuxing Chen, Xiaoqing Liu, Guojie Li, Xianling Yang, C. L. Philip Chen   +7 more
doaj   +1 more source

Comprehensive Performance Assessment of Multi-Neural Ensemble Model for Mortality Prediction in ICU

IEEE Access
The development of models to estimate the mortality rate of critically ill patients in the intensive care unit(ICU) is significantly enhanced by technologies based on artificial intelligence.
M. Fathima Begum, Subhashini Narayan
doaj   +1 more source

StackBRAF: A Large-Scale Stacking Ensemble Learning for BRAF Affinity Prediction. [PDF]

ACS Omega, 2023
Syahid NF, Weerapreeyakul N, Srisongkram T.   +2 more
europepmc   +1 more source

Decoding Electroencephalography Signal Response by Stacking Ensemble Learning and Adaptive Differential Evolution. [PDF]

Sensors (Basel), 2023
Ribeiro MHDM, da Silva RG, Larcher JHK, Mendes A, Mariani VC, Coelho LDS.   +5 more
europepmc   +1 more source

StackTTCA: a stacking ensemble learning-based framework for accurate and high-throughput identification of tumor T cell antigens. [PDF]

BMC Bioinformatics, 2023
Charoenkwan P, Schaduangrat N, Shoombuatong W.   +2 more
europepmc   +1 more source

Rumen Fermentation Parameters Prediction Model for Dairy Cows Using a Stacking Ensemble Learning Method. [PDF]

Animals (Basel), 2023
Wang Y, Zhou J, Wang X, Yu Q, Sun Y, Li Y, Zhang Y, Shen W, Wei X.   +8 more
europepmc   +1 more source

Risk prediction of heart failure in patients with ischemic heart disease using network analytics and stacking ensemble learning. [PDF]

BMC Med Inform Decis Mak, 2023
Zhou D, Qiu H, Wang L, Shen M.
europepmc   +1 more source

Subway door fault prediction employing stacking ensemble learning. [PDF]

Sci Rep
Song H, Tang S, Xia J, Zhang L, Kang H, Li P.   +5 more
europepmc   +1 more source

Stacking ensemble learning model to predict 6-month mortality in ischemic stroke patients. [PDF]

Sci Rep, 2022
Hwangbo L, Kang YJ, Kwon H, Lee JI, Cho HJ, Ko JK, Sung SM, Lee TH.   +7 more
europepmc   +1 more source