HAIYUE (LILY) YANG
(2022) Ripening the deal!
Marketing Platform, Computer Business
Time Series Models (2021)
Autoregressive Model
MLP, LSTM, GRU
Ensemble
(2021) Time Series Models
Topic modeling using LDA, Top2Vec
Dynamic Topic Model, Network Analysis
Dealing with Imbalanced Data (2021)
Logistic regression: oversample minority class + prior correction
Random Forest, Matrix Factorization
(2021) Probabilistic Models
PMF with temporal features
Use side info in addition to latents
Non-linear PMF
Item Response Model (2021)
Topic modeling using LDA, Top2Vec
Dynamic Topic Model, Network Analysis
(2020) Pedestrains Analysis
Investigate Pedestrain Dwell Time
Schedule Maintenance
Coffee Businesses in Toronto (2020)
Data Analysis
Data Visuallization
(2020) Toronto Bikeshare Ridership
Data Analysis
Data Visualization
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