Other Protocol to perform integrative analysis of high-dimensional single-cell multimodal data using an interpretable deep learning technique. May 15, 2024
Lithium-Ion Batteries | Spacecraft Power Systems A Hybrid Data Preprocessing-Based Hierarchical Attention BiLSTM Network for Remaining Useful Life Prediction of Spacecraft Lithium-Ion Batteries. September 19, 2023
Data Science | Energy | Renewable Energy A combination predicting methodology based on T-LSTNet_Markov for short-term wind power prediction. May 29, 2023
Climate science | Machine Learning | Meteorology An AI-Enabled ensemble method for rainfall forecasting using Long-Short term memory. May 10, 2023
Climate science | Data Science | Hydrology | Water Resources Management Estimating the monthly pan evaporation with limited climatic data in dryland based on the extended long short-term memory model enhanced with meta-heuristic algorithms. April 12, 2023
Imbalanced Dataset | Machine Learning | Medical Data Classification Imbalanced medical disease dataset classification using enhanced generative adversarial network. November 2, 2022
Biomedical Informatics | Biostatistics | Computational Biology Linking research of biomedical datasets. September 24, 2022
Engineering | Information Technology | Technology Practical and Accurate Indoor Localization System Using Deep Learning. September 23, 2022
Genomics | Metabolomics | Proteomics A Comprehensive Evaluation of Metabolomics Data Preprocessing Methods for Deep Learning. March 24, 2022
Prognostics and Health Management | Reliability Engineering Big Machinery Data Preprocessing Methodology for Data-Driven Models in Prognostics and Health Management. October 26, 2021
Other A comparison of deep learning-based pre-processing and clustering approaches for single-cell RNA sequencing data. September 2, 2021