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Chapter and Conference Paper
DiffFind: Discovering Differential Equations from Time Series
Given one or more time sequences, how can we extract their governing equations? Single and co-evolving time sequences appear in numerous settings, including medicine (neuroscience - EEG signals, cardiology - E...
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Chapter and Conference Paper
NETEFFECT: Discovery and Exploitation of Generalized Network Effects
Given a large graph with few node labels, how can we (a) identify whether there is generalized network-effects (GNE) or not, (b) estimate GNE to explain the interrelations among node classes, and (c) exploit GNE...
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Article
Open AccessEndoscopic ultrasound avoids adverse events in high probability choledocholithiasis patients with a negative computed tomography
The current guideline recommends patients who meet high probability criteria for choledocholithiasis to receive endoscopic retrograde cholangiopancreatography (ERCP). However, adverse events can occur during E...
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Chapter and Conference Paper
DeepIdentifier: A Deep Learning-Based Lightweight Approach for User Identity Recognition
Identifying a user precisely through mobile-device-based sensing information is a challenging and practical issue as it is usually affected by context and human-action interference. We propose a novel deep lea...
