Artificial intelligence publications
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Prioritizing Planning Decisions in Real-World Plan Authoring
This paper describes two methods for automatically prioritizing planning decisions. Both approaches have been implemented in PASSAT, a plan-authoring system in which users construct and modify plans interactively using a…
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Toward Unsupervised Whole-Corpus Tagging
We present a system for unsupervised tagging of words into classes produced by a distributional clustering technique called co-clustering.
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A Bayesian method for identifying missing enzymes in predicted metabolic pathway databases
We have developed a method that efficiently combines homology and pathway-based evidence to identify candidates for filling pathway holes in Pathway/Genome databases.
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Towards a Quantitative Platform Independent Analysis of Knowledge Systems
The Halo Pilot collaboratively developed a taxonomy of failures with the goal of creating a common framework of metrics against which we could measure inter- and intra- system failure characteristics…
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An Evidence Ontology for use in Pathway/Genome Databases
This paper presents an ontology for encoding the type of support and the degree of support for DB assertions, and for encoding the literature source in which that support is…
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A Multimodal Learning Interface for Sketch, Speak and Point Creation of a Schedule Chart
We present a video demonstration of an agent-based test bed application for ongoing research into multi-user, multimodal, computer-assisted meetings.
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Trained Named Entity Recognition Using Distributional Clusters
This work applies boosted wrapper induction (BWI), a machine learning algorithm for information extraction from semi-structured documents, to the problem of named entity recognition.
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Using Functional and Organizational Information to Improve Genome-Wide Computational Prediction of Transcription Units on Pathway/Genome Databases
We implemented a TU predictor that uses only intergenic distance and functional classification of genes to predict TU boundaries, and applied it to EcoCyc, our PGDB of Escherichia coli.
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Designing a System for Structured Assessment of Compliance Risk
A formal reasoning technique known as structured argumentation has been explored by the IRS LMSB Research to improve compliance risk assessment. The IRS together with SRI International evaluated the use…
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Balancing Formal and Practical Concerns in Agent Design
In this paper, we discuss a number of both formal and practical requirements that must be met to satisfy the demands of large-scale applications. We also briefly describe work on…
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Call for an enzyme genomics initiative
I propose an Enzyme Genomics Initiative, the goal of which is to obtain at least one protein sequence for each enzyme that has previously been characterized biochemically.
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Identifying Terrorist Activity with AI Plan Recognition Technology
We describe the application of plan recognition techniques to support human intelligence analysts in processing national security alert sets by automatically identifying the hostile intent behind them. Identifying the intent…