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Hi! I'm Alice Yue, a researcher @Metafora.

I recently got my PhD in computing science @SFU (CGPA: 4.33/4.33). Previously, I recieved my MSc @SFU (CGPA: 4/4.33) and my BSc with distinction @UVic (CGPA:8.7/9.0) in the beautiful city of Victoria.

Research interests:

  • I develop machine learning, data mining methods, and statistical metrics to analyze high-dimensional and graph structured data ⭐.
  • In computational biology, I have applied my methods on flow cytometry ❤️, scRNAseq, and DNA sequence data.

Alice Yue's Projects

ai4all2018_bio icon ai4all2018_bio

Infers the infection pathway of the influenza virus using various sequence and tree statistics: created for the bioinformatics project @ 2018 invent the future, SFU

ai4all2019_bio icon ai4all2019_bio

Uses RNAseq data and various feature extraction & machine learning algorithms to predict human gestational age.

common_gateway icon common_gateway

Implements an interface between relational databases and XML framework built on a common gateway model to convert pharmaceutical data between medical facilities

fingerprint_liveness icon fingerprint_liveness

Compares several different machine learning models and statistical features to predict the liveness of the fingerprint biometric.

flowgraph icon flowgraph

Accurately selects cell populations features that differentiate between flow cytometry sample classes by removing top-down dependency between features modelled on a lattice.

ggplot_igraph icon ggplot_igraph

An R script that uses igraph layouts to plot pretty graphs with ggplot2.

med_info_system icon med_info_system

Implements a PL/SQL-based database and medical information management system; also contains the HCI and relational database EML model designs

mscphd icon mscphd

This repository contains my MSc defence, PhD depth exam, PhD proposal, and PhD defence thesis materials.

omics_asthma icon omics_asthma

Analysis of blood-based omics data to identify biomarkers related to early and dual asthmatic response.

rhdf5lib icon rhdf5lib

Distribution of the HDF5 library in an R package

salmon_phylogeny icon salmon_phylogeny

Uses Bayesian phylogenetic inference and graph-based tree shape algorithms to build separate and consolidated ancestral trees of salmonoid fish

word_prediction icon word_prediction

learns and predicts in an unsupervised manner, missing words given a list of anonymized and corrupted text articles

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