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- research-articleJanuary 2023
Data preprocessing strategy in constructing convolutional neural network classifier based on constrained particle swarm optimization with fuzzy penalty function
Engineering Applications of Artificial Intelligence (EAAI), Volume 117, Issue PBhttps://doi.org/10.1016/j.engappai.2022.105580AbstractConvolutional neural networks (CNNs) have attracted increasing attention in recent years because of their powerful abilities to extract and represent spatial/temporal information. However, for general data, its features are assumed to ...
Highlights- CNN design based on the novel data representation method leads to preferred classifier.
- tutorialSeptember 2013
The Forward Stem Matrix: An Efficient Data Structure for Finding Hairpins in RNA Secondary Structures
BCB'13: Proceedings of the International Conference on Bioinformatics, Computational Biology and Biomedical InformaticsPages 575–584https://doi.org/10.1145/2506583.2506638With the rapid growth in available genomic data, robust and efficient methods for identifying RNA secondary structure elements, such as hairpins, have become a significant challenge in computational biology, with potential applications in prediction of ...