Abstract Explainable artificial intelligence (XAI) has gained increasing attention in the medical field, where understanding the reasons for predictions is crucial. In this paper we introduce an interactive and dynamic…
[Analytics] England and Wales Highest Qualification Distribution Explorations in Different Area by Birthplace by Age
Abstract This report emphasises the whole process of creating a visual interface about UK qualifications to explore the UK's socio-economic impacts. In the data processing section, the data sources, the…
[Travel Map] Oneday……
Records. Travel forever (Last update: Oct., 2022) The footprint of European countries. The footprint of my hometown
[Pytorch] Bayesian Inference Neural Network in Mortality
Bayesian Neural Networks (B-MLP, B-LSTM)Keywords: Bayesian Neural Network, Mortality Prediction, MLP, LSTM, VAE, Stochastic Variational Inference
[EI] An Efficient Tool for Semantic Biomedical Document Analysis
Previous research experience. Online link: Link Abstract Semantic text mining is a challenging research topic in recent years. Many types of research focus on measuring the similarity of two documents…
[Pytorch] COVID-19 Single-cell Differential Analysis with Explainable Machine Learning Models
In this project, We Built a pipeline upon Scanpy to fast exploration to COVID-19 single-cell sequence datasets. Supported scRNA-seq preprocess, dimension-reduction visualization (Umap & Tsne), classification and differential gene…
[VPS+BBR+SSR] Host a VPN to Access Yahoo in Europe/UK
VPN Introduction: Virtual Private Network Why VPN VPNs cannot make online connections completely anonymous, but they can increase privacy and security. I'd like to explore funny things with VPS and…
[.Net] Real-time AIS Message Decoder/Parser and MapVis
Real-time AIS message parser/decoder, visualise in the map. Support hardware interface connection, real-time batch-messages parsing. Map visualization of message location; hover box displays decoded message. Support email decoded message file.…
[Dynamic Demo] Relations between Book Ratings and Sales (annual and quarter)
There are two ratings features, number of reviews and rating score. Sales have two measurement dimensions as well, quarterly sales and annual sales.
[Dynamic Demo] Relations between Author’s Writing Hours and Outputs
We'd like to explore the possible relations between writting hours and outputs. Output speed, which defined as the ratio of author's writing time and total output, are introduced. The raw…