C&EN

MODAPro: Explainable Heterogeneous Networks with Variational Graph Autoencoder for Mining Disease-Specific Functional Molecules and Pathways from Omics Data

State Key Laboratory of Medical Proteomics, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, Dalian 116023, P. R. China University of Chinese Academy of Sciences, Beijing 100049, P.
IEEE

Autoencoder-Based Approaches for Upper Limb Use Detection

Abstract: Feature extraction is an essential step in traditional machine learning approaches for detecting upper limb use employing movement data from inertial measurement units. However, manual ...
Scientific Research Publishing

Wang, C., Li, T., Huang, L. and Chen, X. (2022) Prediction of Potential miRNA-Disease Associations Based on Stacked Autoencoder. Briefings in Bioinformatics, 23, bbac021.

ABSTRACT: Gene expression is the process through which genetic information in DNA is converted into functional products, primarily proteins. This involves two main steps: transcription, where DNA is ...
Scientific Research Publishing

Ram, P.K. and Kuila, P. (2022) GAAE: A Novel Genetic Algorithm Based on Autoencoder with Ensemble Classifiers for Imbalanced Healthcare Data. The Journal of Supercomputing, 79 ...

ABSTRACT: Gene expression is the process through which genetic information in DNA is converted into functional products, primarily proteins. This involves two main steps: transcription, where DNA is ...
IEEE

Tree Variational Autoencoder for Code

Abstract: Autoencoder models of source code are an emerging alternative to autoregressive large language models with important benefits for genetic improvement of software. We hypothesize that encoder ...
Frontiers

Integrating multi-source monitoring data and deep convolutional autoencoder technology for slope failure pattern recognition

Introduction: Over the past few decades, China has vigorously advanced its strategy to build a powerful transportation network, constructing and maintaining numerous slope engineering projects.
C&EN

Unmixing Autoencoder for Image Reconstruction from Hyperspectral Data

Research Center for Analytical Sciences, Tianjin Key Laboratory of Biosensing and Molecular Recognition, State Key Laboratory of Medicinal Chemical Biology, College of Chemistry, Nankai University, ...
Frontiers

Generation and discrimination of autism MRI images based on autoencoder

This study aims to explore an autoencoder-based method for generating brain MRI images of patients with Autism Spectrum Disorder (ASD) and non-ASD individuals, and to discriminate ASD based on the ...