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Advances in Machine Learning.
- Source :
- Electronics (2079-9292); May2022, Vol. 11 Issue 9, pN.PAG-N.PAG, 3p
- Publication Year :
- 2022
-
Abstract
- Several deep learning models are presented: Ref. [[4]] designs a network intrusion detection model, DLNID, that combines an attention mechanism, a bidirectional long short-term memory (LSTM), and an adaptive synthetic sampling, and demonstrates improved performance for severely imbalanced data. In addition, there are a couple of papers on HPO: Ref. [[11]] introduces a greedy I k i -fold cross validation method that vastly reduces the average time required to find the best-performing model with or without a computational budget, and experimentally verifies its improved performance over existing methods. Since its inception as a branch of Artificial Intelligence, Machine Learning (ML) has flourished in recent years. [Extracted from the article]
Details
- Language :
- English
- ISSN :
- 20799292
- Volume :
- 11
- Issue :
- 9
- Database :
- Complementary Index
- Journal :
- Electronics (2079-9292)
- Publication Type :
- Academic Journal
- Accession number :
- 156849135
- Full Text :
- https://doi.org/10.3390/electronics11091428