CptS 575: Data Science Fall 2020 Survey Paper Topic Proposal Due by: October 31, 2020 Description: Propose a topic for your survey paper. Your submission should be a simple pdf file containing your name, the topic you are proposing, and a brief reason (two or three sentences) why you choose the topic. You may go in one of two main directions in your choice of topic: 1) choose a topic that is related to your semester project, but looks at the broader literature around it OR 2) choose a topic that is completely unrelated to your semester project. Survey papers are to be written and submitted individually. If you happen to choose a topic related to your semester project, make sure to coordinate with your team-mate (mates) so you choose topics that take different angles or explore different issues. Exactly the same topic as your team-mate is not allowed. A document with guidelines for writing a survey paper is posted separately. Suggestions for topics: Below are some suggestions for survey topics that you could consider and adapt to your background/interest. This list is meant to inspire ideas, not to prescribe topics. I may update the list if I come up with more • Deep learning in area X (substitute X with your area) • Generative Adversarial Networks in area X • Reinforcement learning in area X • Artificial intelligence in area X • Data science in area X • Supervised learning in area X • Unsupervised learning in area X • Sensor data analysis in area X • Data availability in area X • Data quality in area X • Data curation in area X • Anomaly detection in area X • Data imputation in area X • Recommender systems in area X • Leveraging incidental data (e.g. cell-phone data) in area X • Network science in area X • Clustering methods for noisy, high-dimensional data • Clustering methods for sequence data • Sequence similarity networks • Label propagation algorithms • Bias and fairness in algorithmic decision-making • Data science and privacy in area X • Data science and ethics in area X
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