Pinned Repositories
2019-PR-Sparse-Multi-view-clustering
The code of SMVSC
3AUNet
Pytorch implementation of retinal vessel segmentation using 3AUNet
3DUnetCNN
Keras 3D U-Net Convolution Neural Network (CNN) designed for medical image segmentation
A-Comparative-study-of-Predictive-Machine-Learning-Algorithms-for-COVID-19-Trends-and-Analysis
Time-Series Forecasting: COVID-19 Trend and Analysis
A-Dual-Stage-Attention-Based-Recurrent-Neural-Network-for-Time-Series-Prediction
DANMF
Deep Autoencoder-like NMF
Deep-NsNMF
ICLR2020-G2DR
An unsupervised model for learning distributed graph inspired by Deep Graph Kernels (Yanardag and Vishwanathan) and Graph2Vec (Narayanan et al) for labelled and unlabelled graphs (as well as directed/undirected)
O2U-Net
code for iccv2019 paper "O2U-Net: A Simple Noisy Label Detection Approach for Deep Neural Networks"
RMDL
RMDL: Random Multimodel Deep Learning for Classification
yiyg510's Repositories
yiyg510/AAAI-2021-Paper-List-of-Anomaly-Detection
A list of accepted papers in AAAI 2021 about anomaly detection.
yiyg510/AAPF
Adaptive Active Anomaly Detection with Limited Query Data over Network Traffic Data Stream
yiyg510/Anomaly-Detection-in-Stock-Price-with-LSTM-Autoencoder
yiyg510/awesome-ml-for-cybersecurity
:octocat: Machine Learning for Cyber Security
yiyg510/awesome-semi-supervised-learning
:scroll: An up-to-date & curated list of awesome semi-supervised learning papers, methods & resources.
yiyg510/Brain-Segmentation
yiyg510/CNAFS
Convex Nonnegative Matrix Factorization with Adaptive Graph for Unsupervised Feature Selection
yiyg510/CoADNet_NeurIPS20
CoADNet: Collaborative Aggregation-and-Distribution Networks for Co-Salient Object Detection
yiyg510/DAFNet_TIP20
Dense Attention Fluid Network for Salient Object Detection in Optical Remote Sensing Images
yiyg510/EGCFS
This is the code for the method EGCFS in my paper:R. Zhang, Y. Zhang, and X. Li, “Unsupervised Feature Selection via Adaptive Graph Learning and Constraint,” IEEE Transactions on Neural Networks and Learning Systems.
yiyg510/G-MPNN-R
yiyg510/graph-based-deep-learning-literature
links to conference publications in graph-based deep learning
yiyg510/GRROOR
Global Redundancy and Relevance Optimization in Orthogonal Regression for Embedded Multi-label Feature Selection
yiyg510/Hands-on-Machine-Learning-for-Cyber-Security
Hands-On Machine Learning for Cybersecurity, published by Packt
yiyg510/Human-Resources-Employee-Churn-Prediction
This project is done to understand and analyze the employee patterns in leaving the company and to develop a model to predict if further employees tend to leave as well. Various Data Science procedures have been utilized such as data preparation, data cleaning, data visualization, implementing machine learning/deep learning algorithms and evaluation analysis.
yiyg510/Hybrid-Classifiers-Based-on-Artificial-Neural-Networks-for-Customer-Attrition-Prediction
This repository comprises of all the Python codes and output that were used to construct Hybrid classifiers utilizing Artificial Neural Networks to predict Customer Attrition.
yiyg510/mra_blood_vessel_segmentation
Cerebral MRA Blood Vessel Segmentation, using Image Projections and Neural Networks
yiyg510/multiview_learning
yiyg510/MVSC-TLRR
The implementation of our IEEE TCSVT paper Multi-View Spectral Clustering Tailored Tensor Low-Rank Representation
yiyg510/NNSE
Neural Networks Embedded Self-Expression with Adaptive Graph for Unsupervised Feature Selection
yiyg510/orca
Ordinal Regression and Classification Algorithms
yiyg510/RAsNMF
Asymmetric Semi-Nonnegative Matrix Factorization for Directed Graph Clustering
yiyg510/RCL-code
Implementation of Robust Collaborative Learning
yiyg510/retina-CDNet
A conv-deconv Unet for retinal vessels segmentation.
yiyg510/RIAD
Reconstruction by Inpainting Based Anomaly Detection
yiyg510/SG-FBGAN
Remote Sensing Image Super-Resolution via Saliency-Guided Feedback GANs
yiyg510/SLNMF
yiyg510/stable_discriminate-feature-selection
yiyg510/time-series-classification-and-clustering
Time series classification and clustering code written in Python.
yiyg510/VesselSegmentation_ESWA
Support repository for the paper "Retinal vessel segmentation based on Fully Convolutional Neural Networks", Expert Systems with Applications, Volume 112, 1 December 2018, Pages 229-242.