Publications
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Learning by Demonstration for a Collaborative Planning Environment
We describe the deployment of a learning by demonstration capability to support user creation of automated procedures in a collaborative planning environment that is used widely by the U.S. Army.
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A Toolkit for the Design of Ambisonic Decoders
We discuss the issues involved and describe a set of tools for generating optimized decoder solutions for irregular loudspeaker arrays and demonstrate those tools with practical examples.
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Remapping the Brain to Compensate for Impairment in Recovering Alcoholics
We tested whether previously published functional magnetic resonance imaging data acquired in 15 recovering alcoholics and 15 controls at rest and while performing a spatial working memory task would fulfill…
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Association Between Daily Cigarette Consumption and Hypertension Moderated by CYP2A6 Genotypes in Chinese Male Current Smokers
The purpose of this study was to assess whether cytochrome P450 enzyme 2A6 (CYP2A6) genotypes moderate the association between smoking and hypertension.
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Transcriptional Regulation of Gene Expression During Osmotic Stress Responses by the Mammalian Target of Rapamycin
We have approached this question by analyzing the effect of mammalian target of rapamycin (mTOR), a central growth controller, on the osmotic stress response.
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Combinatorial Glycoarray
We have developed a semi-automated system for assaying lectin binding to large numbers of glycolipid complexes simultaneously.
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Exact lifted inference with distinct soft evidence on every object
We show that both exact maximum a posteriori (MAP) and marginal inference can be lifted for the case of distinct soft evidence on a unary Markov Logic predicate.
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Leveraging Psycholinguistic Resources and Emotional Sequence models for Suicide Note Emotion Annotation
We describe the submission entered by SRI International and UC Davis for the I2B2 NLP Challenge Track 2. Our system is based on a machine learning approach and employs a…
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Recognizing articulatory gestures from speech for robust speech recognition
This paper proposes a neural network architecture for recognizing articulatory gestures from speech and presents ways to incorporate articulatory gestures for a digit recognition task.
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Bag-of-Audio-Words Approach for Multimedia Event Classification
We explore variations of the BoAW method and present results on NIST 2011 multimedia event detection (MED) dataset.
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Regulatory Network Operations in the Pathway Tools Software
Pathway Tools provides a comprehensive environment for manipulating molecular regulatory interactions that integrates regulatory data with an organism’s genome and metabolic network.
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The 2012 SESAME Multimedia Event Detection (MED) and Multimedia Event Recounting (MER) Systems
The SESAME team submitted four runs for the MED12 pre-specified events, two runs for the ad hoc events, and a run for multimedia event recounting.