A stacked ensemble learning model for intrusion detection in wireless network
Sign Up to like & getrecommendations! Published in 2020 at "Neural Computing and Applications"
DOI: 10.1007/s00521-020-04986-5
Abstract: Intrusion detection pretended to be a major technique for revealing the attacks and guarantee the security on the network. As the data increases tremendously every year on the Internet, a single algorithm is not sufficient… read more here.
Keywords: ensemble learning; intrusion detection; network; stacked ensemble ... See more keywords
A Multi-Tier Stacked Ensemble Algorithm to Reduce the Regret of Incremental Learning for Streaming Data
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DOI: 10.1109/access.2018.2868114
Abstract: Incremental Learning (IL) is an exciting paradigm that deals with classification problems based on a streaming or sequential data. IL aims to achieve the same level of prediction accuracy on streaming data as that of… read more here.
Keywords: incremental learning; streaming data; algorithm; multi tier ... See more keywords
Multilayer Stacked Ensemble Learning Model to Detect Phishing Websites
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3194672
Abstract: Phishing is a cyber attack that tricks the online users into revealing sensitive information with a fake website imitating a legitimate website. The attackers with stolen credentials not only use them for the targeted website… read more here.
Keywords: learning model; stacked ensemble; ensemble learning; proposed model ... See more keywords
An Empirical Model to Predict the Diabetic Positive Using Stacked Ensemble Approach
Sign Up to like & getrecommendations! Published in 2022 at "Frontiers in Public Health"
DOI: 10.3389/fpubh.2021.792124
Abstract: Today, disease detection automation is widespread in healthcare systems. The diabetic disease is a significant problem that has spread widely all over the world. It is a genetic disease that causes trouble for human life… read more here.
Keywords: stacked ensemble; model predict; ensemble model; model ... See more keywords
Developing a Stacked Ensemble-Based Classification Scheme to Predict Second Primary Cancers in Head and Neck Cancer Survivors
Sign Up to like & getrecommendations! Published in 2021 at "International Journal of Environmental Research and Public Health"
DOI: 10.3390/ijerph182312499
Abstract: Despite a considerable expansion in the present therapeutic repertoire for other malignancy managements, mortality from head and neck cancer (HNC) has not significantly improved in recent decades. Moreover, the second primary cancer (SPC) diagnoses increased… read more here.
Keywords: cancer; head neck; second primary; stacked ensemble ... See more keywords