For this class, a number of readings are used to reinforce concepts
Papers for in class discussion
- For 2018, 2019, 2020 we used the best papers from the KDD conference.
Papers for critical reading
2020
- Sentiment analysis is not solved! Assessing and probing sentiment classification URL • Exploiting Convolutional Representations for Multiscale Human Settlement Detection URL • Traffic congestion anomaly detection and prediction using deep learning URL • Exploring the weather impact on bike sharing usage through a clustering analysis URL • Cross Lingual Cross Corpus Speech Emotion Recognition URL
2019
- Preparation of Improved Turkish DataSet for Sentiment Analysis in Social Media URL
- Time Series Anomaly Detection with Variational Autoencoders URL
- Systematic Analysis of Image Generation using GANs URL
- Learning to Prescribe Interventions for Tuberculosis Patients Using Digital Adherence Data URL
- Using permutations to assess confounding in machine learning applications for digital health URL
Snippets
- TBC