Search Results - "Nezafati, Kusha"
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Forecasting influenza in Hong Kong with Google search queries and statistical model fusion
Published in PloS one (02-05-2017)“…The objective of this study is to investigate predictive utility of online social media and web search queries, particularly, Google search data, to forecast…”
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Journal Article -
2
Explainable AI Framework for Imaging-Based Predictive Maintenance for Automotive Applications and Beyond
Published in Data-enabled discovery and applications (01-12-2020)“…Predictive maintenance applications for a wide variety of industrial and commercial components are increasingly utilizing imaging-based sensors along with AI…”
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Journal Article -
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Application of Machine Learning and Spatial Bootstrapping to Image Processing for Predictive Maintenance
Published in 2019 IEEE International Conference on Big Data (Big Data) (01-12-2019)“…Image processing and machine learning have become valuable tools for predictive maintenance applications for a wide variety of industrial and commercial…”
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Conference Proceeding -
4
Snowboot: Bootstrap Methods for Network Inference
Published 24-02-2019“…The R Journal (2018) 10:2, pages 95-113 Complex networks are used to describe a broad range of disparate social systems and natural phenomena, from power grids…”
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Journal Article -
5
Classification of Driving Behavior Events Utilizing Kinematic Classification and Machine Learning for Down Sampled Time Series Data
Published in 2019 IEEE International Conference on Big Data (Big Data) (01-12-2019)“…The proliferation of connected cars globally has the potential to produce torrents of Big Data that will enable improvements in driver safety, new location…”
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Conference Proceeding -
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Catching Social Butterflies: Identifying Influential Users of an Event-Based Social Networking Service
Published in 2016 IEEE International Congress on Big Data (BigData Congress) (01-06-2016)“…Online social media information is often used as a proxy for unavailable or partially observed data on networks of offline contacts. This, in turn, requires an…”
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Conference Proceeding