Artificial intelligence publications
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Toward full automation of lexicon construction
We describe a technique of this nature called information theoretic co clustering and give results of a series of experiments built around it that demonstrate the main ingredients of lexical…
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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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Interactive Execution Monitoring of Agent Teams
We describe a monitoring framework for integrating many domain-specific and task-specific monitoring techniques and then using the concept of value of an alert to avoid operator overload.
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HpyCyc: Helicobacter pylori Pathway/Genome Database
A Pathway/Genome Database for Helicobacter pylori is available at URL BioCyc.org. The database integrates the full genome of H. pylori with its computationally predicted metabolic pathways.
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Mixed-initiative Planning in PASSAT
We present the novel application of a general-purpose knowledge-based system, SHAKEN, to the specific task of acquiring knowledge for military Course of Action (COA) analysis.
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A Mixed-initiative Framework for Robust Plan Sketching
We present a formal framework for robust plan sketching that defines key concepts and algorithms for interpreting and repairing plan sketches for two classes of problems.
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Knowledge acquisition, consistency checking and concurrency control for Gene Ontology (GO)
In this paper, we assess the applicability of a Knowledge Base Management System (KBMS), Protégé-2000, to the maintenance and development of GO.
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Adjustable Autonomy Challenges in Personal Assistant Agents: A Position Paper
The successful integration and acceptance of many multi-agent systems into daily lives crucially depends on the ability to develop effective policies for adjustable autonomy.