Publications
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Scientific challenges underlying production document processing
We reflect on three categories of problems we have encountered which are both scientifically challenging and of high practical value. These are Doctype Classification, Functional Role Labeling, and Document Sets.
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Coalescence during epitaxial lateral overgrowth of (Al,Ga)N(11.2) layers
Epitaxial lateral overgrowth (ELOG) is reported for semi-polar (Al,Ga)N(11.2) layers on GaN/m-sapphire templates.
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Coordinating regulation and demand response in electric power grids using multirate model predictive control
We explore the question of whether it is possible to reduce demand-supply imbalances in the grid, by jointly controlling both the supply-side electric power regulation together with the demand-side energy…
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Activation of Cortical Interneurons During Sleep: An Anatomical Link to Homeostatic Sleep Regulation?
We propose that cortical nNOS neurons are positioned to influence neuronal activity across widespread brain areas.
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Self-Concept Development of Students With Disabilities: Disability Category, Gender, and Racial Differences From Early Elementary to High School
Developmental trajectories of two self-concept constructs in three domains were estimated in a nationally representative sample of approximately 3,500 students with disabilities ages 8 to 17 representing 11 federal disability…
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Relational Abstractions for Continuous and Hybrid Systems
In this paper, we define relational abstractions of hybrid systems. We construct relational abstractions by reusing template-based invariant generation techniques for continuous systems described by Ordinary Differential Equations (ODE).
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Sleep-Active Cells in the Cerebral Cortex and Their Role in Slow-Wave Activity
We recently identified neurons in the cerebral cortex that become activated during sleep episodes with high slow-wave activity (SWA).
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Designing Scenario-Based Assessment Items Using An Evidence-Centered Design Framework
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A High Spatial Resolution Retrieval of No2 Column Densities from Omi: Method and Evaluation
We present a new retrieval of tropospheric NO2 vertical column density from the OMI based on high spatial and temporal resolution terrain and profile inputs.
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Eight Issues for Learning Scientists About Education and the Economy
This article seeks both to problematize conventional wisdom about links between learning sciences research and economic growth and to suggest possible directions for future research aimed at discovering stronger links.
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English Access to Structured Data
We present work on using a domain model to guide text interpretation, in the context of a project that aims to interpret English questions as a sequence of queries to…
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Identifying the Provenance of Correlated Anomalies
We present an architecture that allows fine-grained auditing on individual hosts, space-efficient representation of anomalous activity that can be centrally correlated, and tracing anomalies back to individual files and processes…