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Skip to Search Results- 2Abdi Oskouie, Mina
- 2Birkbeck, Neil Aylon Charles
- 2Cai, Zhipeng
- 2Chen, Jiyang
- 2Chowdhury, Md Solimul
- 2Chubak, Pirooz
- 74Machine Learning
- 70Reinforcement Learning
- 41Artificial Intelligence
- 36Machine learning
- 22Natural Language Processing
- 22Reinforcement learning
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Spring 2022
Solar photovoltaic (PV) generation is one of the fastest-growing renewable energy sources worldwide. Almost half of this growth is projected to be behind-the-meter (BTM) installations — typically PV systems mounted on the rooftop of a home or a commercial building. Today, utilities neither have...
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Fall 2009
This thesis introduces FlowGSP, a general-purpose sequence mining algorithm for flow graphs. FlowGSP ranks sequences according to the frequency with which they occur and according to their relative cost. This thesis also presents two parallel implementations of FlowGSP. The first implementation...
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Spring 2011
Comparative analysis is an essential part of understanding how and why things work the way they do. Why postgraduate degree holders really earn more money than those with an undergraduate degree? What factors contribute to pre-term births? Why are some students more successful than others? The...
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Fall 2016
We provide a case study of current inefficiencies in how traffic to well-known cloud-storage providers (e.g., Dropbox, Google Drive, Microsoft OneDrive) can vary significantly in throughput (e.g., a factor of 5 or more) depending on the location of the source and sink of the data. Our case study...
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Data Warehouse Approach to Historical Analysis of Vehicle Trajectory Data on a Road Network
DownloadFall 2018
Personal devices such as smartphones or fitness bands enable users to record their movement information using GPS sensors, along with associated attribute data such as heart rate, speed, and elevation. Data collected using such devices include both, time-stamped recordings of object movement...