Publications
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User initiated learning for adaptive interfaces
We describe the knowledge representation and reasoning required to replace the expert, so as to automatically generate labeled training examples, select features, and learn the required concept.
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User initiated learning for adaptive interfaces
We address this shortcoming by developing a framework for user-initiated learning (UIL), where the end user can define new learning tasks, after which the system automatically generates a learning component,…
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A depth-first approach to target-value search
In this paper, we consider how to improve the scalability and efficiency of target-value-path search on directed acyclic graphs.
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Computationally efficient tiered inference for multiple fault diagnosis
This paper proposes an efficient computation structure for statistical diagnosis featuring two main ideas.
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Automated redesign with the general redesign engine
Abstract Given a system design SD, a key task is to optimize this design with respect to minimizing the probability of failures, e.g., catastrophic failures. We consider the task of…
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Box Invariance in Biologically-Inspired Dynamical Systems
We show that box invariance can be checked in cubic time for linear and affine systems, and that it remains decidable for classes of nonlinear systems of interest (with polynomial…
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InnovaTE3: Girls Innovating With Technology as Entrepreneurial Environmental Engineers
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A Systems Biology Network Model for Genetic Association Studies of Nicotine Addiction and Treatment
We discuss several applications of our ontology: to support interdisciplinary research by graphically representing a complex scientific theory, to facilitate meta-analysis across different studies, to highlight potential interactions, and to…
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The Gene Ontology’s Reference Genome Project: a Unified Framework for Functional Annotation Across Species
Here we introduce the Reference Genome project, which brings together those independent efforts into a unified framework based on the evolutionary relationships between genes in these different organisms.
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The Impact of Alcoholism on Sleep Evoked Delta Frequency Responses
The KC incidence and amplitude were negatively impacted in alcoholic men and women with exacerbation of the normal aging effects, particularly over frontal scalp regions.
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A Novel Peroxisome Proliferator-Activated Receptor Delta Antagonist, SR13904, has Anti-Proliferative Activity in Human Cancer Cells
The peroxisome proliferator-activated receptor delta (PPARδ) is a ligand-activated, nuclear receptor transcription factor that has a documented role in glucose and lipid homeostasis.
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Application of Subsecond Spiral Chemical Shift Imaging to Real-Time Multislice Metabolic Imaging of the Rat in Vivo After Injection of Hyperpolarized 13C1-Pyruvate
We report on the development of an ultrafast, multislice, spiral chemical shift imaging sequence, with subsecond acquisition time, achieved on a clinical MR scanner.