Entomology | Machine Learning | Public Health Using transfer learning and dimensionality reduction techniques to improve generalisability of machine-learning predictions of mosquito ages from mid-infrared spectra. January 9, 2023
Image processing | Machine Learning | Remote Sensing Deep Learning Model for the Image Fusion and Accurate Classification of Remote Sensing Images. December 2, 2022
Other Dimensionality reduction strategies for land use land cover classification based on airborne hyperspectral imagery: a survey. November 26, 2022
Bioinformatics | Molecular Biology | Structural Biology Combining enhanced sampling and deep learning dimensionality reduction for the study of the heat shock protein B8 and its pathological mutant K141E. November 16, 2022
Climate science | Machine Learning Non-Linear Dimensionality Reduction With a Variational Encoder Decoder to Understand Convective Processes in Climate Models. October 17, 2022
Pathology Dimensionality reduction by UMAP for visualizing and aiding in classification of imaging flow cytometry data. October 4, 2022
Bioinformatics | Computational Biology scSemiGAN: a single-cell semi-supervised annotation and dimensionality reduction framework based on generative adversarial network. October 4, 2022
Artificial Intelligence | Computer Science Facial Expression Recognition Based on LDA Feature Space Optimization. September 8, 2022
Biomedical Engineering | Neurology | Neuroscience A hybrid autoencoder framework of dimensionality reduction for brain-computer interface decoding. August 7, 2022
Bioinformatics | Cancer Research | Single-cell analysis Panoramic Manifold Projection (Panoramap) for Single-Cell Data Dimensionality Reduction and Visualization. July 27, 2022
Bioinformatics | Pathology scSemiAE: a deep model with semi-supervised learning for single-cell transcriptomics. July 16, 2022
Clinical Research | Epidemiology Population scale latent space cohort matching for the improved use and exploration of observational trial data. June 22, 2022