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Rethinking Data Science / ML
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Classroom Contents
Learning With and From People - Collaborative Consumption Systems and User Engagement
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- 1 Intro
- 2 New Opportunities: Smart Mobility
- 3 Rethinking Data Science / ML
- 4 Research Overview
- 5 Imbalance Problem
- 6 Incentivizing Users for Switching Choices
- 7 Architecture of our System
- 8 Simulations: Boston Hubway • Simulator using Boston Hubway data
- 9 Deployment: Mainz, Germany • 30 days pilot deployment in Mainz, Germany
- 10 Learning Pairwise Switching Costs Large Number of Learning Instances
- 11 Structural Constraints: Alternate View Independent
- 12 Teaching for Bio-Diversity Monitoring Identifying Endangered Woodpeckers
- 13 Teaching: Future Directions
- 14 Sensing the Air We Breathe
