GitHub

DaZeTw/EM_Algorithm-Autoencoder

This project investigates scenarios where the relationship between features is non-linear or data contains multiple clusters, each exhibiting different feature relationships. We develop methods for ...
GitHub

Anomaly Detection Algorithm for the Search for New Physics

This repository contains a collection of scripts and modules for preprocessing, training, and evaluating an anomaly detection model applied on particle physics, specifically on the LHC Olympics 2020 ...
IEEE

Community Detection Algorithm Based On High-Order Variational Graph Autoencoder

Abstract: The topic of community discovery algorithm has important research significance in complex network scientific research, and the acquisition of network topology structure information is one of ...
Europe PMC

An ensemble approach for circular RNA-disease association prediction using variational autoencoder and genetic algorithm.

Circular RNAs (circRNAs) are endogenous non-coding RNAs with a covalently closed loop structure. They have many biological functions, mainly regulatory ones. They have been proven to modulate ...
Europe PMC

Deep Canonical Correlation Fusion Algorithm Based on Denoising Autoencoder for ASD Diagnosis and Pathogenic Brain Region Identification.

Autism Spectrum Disorder (ASD) is defined as a neurodevelopmental condition distinguished by unconventional neural activities. Early intervention is key to managing the progress of ASD, and current ...
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 ...