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[4Q 2024] Strategy for Integrating Genre Information into Latent Factor Model with MovieLens
[4Q 2024] Strategy for Integrating Genre Information into Latent Factor Model with MovieLens
- Recommender System
- Collaborative Filtering
- Latent Factor Model
- Side Information Application
- Attention Mechanism
- Bayesian Inference
[2Q 2024] Bayesian Change-Point Detection of Topic Shifts in News Articles about Min Hee-Jin
[2Q 2024] Bayesian Change-Point Detection of Topic Shifts in News Articles about Min Hee-Jin
- Natural Language Processing
- Topic Modeling
- BERTopic
- Change Point Detection
- Bayesian Inference
[2Q 2024] Samsung Electronics Stock Price Prediction with Epistemic Uncertainty
[2Q 2024] Samsung Electronics Stock Price Prediction with Epistemic Uncertainty
- Stock Price Prediction
- Time Series Forecasting
- RNNs
- Sparse Variational Gaussian Process
- Bayesian Inference
[2Q 2024] Analysis of the Effect of Lifting Social Distancing Across Commercial Districts & Industries in Seoul
[2Q 2024] Analysis of the Effect of Lifting Social Distancing Across Commercial Districts & Industries in Seoul
- Business Analytics
- Design of Experiments
- Difference-in-Differences
- Linear Hierarchical Model
- Bayesian Inference
[4Q 2023] CTR Prediction with Deep Learning: Is There Really a Trade-off between Performance and Visibility & Linearity?
[4Q 2023] CTR Prediction with Deep Learning: Is There Really a Trade-off between Performance and Visibility & Linearity?
- CTR Prediction
- Factorization Machines
[4Q 2023] Credit Card Fraud Transaction Detection
[4Q 2023] Credit Card Fraud Transaction Detection
- Anomaly Detection
- Unsupervised Learning
- AutoEncoder
- Bayesian Inference
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