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11/04/2019
Long-range Event-level Prediction and Response Simulation for Urban Crime and Global Terrorism with Granger Networks
Large-scale trends in urban crime and global terrorism are well-predicte...
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09/26/2019
Data Smashing 2.0: Sequence Likelihood (SL) Divergence For Fast Time Series Comparison
Recognizing subtle historical patterns is central to modeling and foreca...
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04/09/2018
A Tamper-Free Semi-Universal Communication System for Deletion Channels
We investigate the problem of reliable communication between two legitim...
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03/02/2018
Autostacker: A Compositional Evolutionary Learning System
We introduce an automatic machine learning (AutoML) modeling architectur...
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01/25/2018
A Hilbert Space of Stationary Ergodic Processes
Identifying meaningful signal buried in noise is a problem of interest a...
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01/23/2018
Algorithmic Bio-surveillance For Precise Spatio-temporal Prediction of Zoonotic Emergence
Viral zoonoses have emerged as the key drivers of recent pandemics. Huma...
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06/25/2014
Causality Networks
While correlation measures are used to discern statistical relationships...
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01/03/2014
Data Smashing
Investigation of the underlying physics or biology from empirical data r...
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01/03/2014