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Current Projects

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ELF

Learning from Experience to Enable Proactive Decision Support

The ELF project seeks to develop an experience-based learning framework that mines information from prior problem-solving activities to enable proactive information gathering in support of current tasks. This framework employs machine learning methods that generalize from past activities to identify preferred sources for specific information needs, to provide mechanisms for retrieving data required to support decision making, and to suggest processes in support of current tasks.

LAGR

Learning Applied to Ground Robots

LAGR is a DARPA project to develop autonomous offroad navigation, using techniques based on realtime vision and learning.

EcoCyc

EcoCyc: Encyclopedia of Escherichia coli Genes and Metabolism

EcoCyc is a bioinformatics database that describes the genome and the biochemical machinery of Escherichia coli. The long-term goal of the project is to describe the molecular catalog of the E. coli cell, as well as the functions of each of its molecular parts, to facilitate a system-level understanding of E. coli. EcoCyc integrates information from more than 30,000 scientific publications.

BsubCyc

BsubCyc: The Bacillus subtilis Model-Organism Database

BsubCyc is a model-organism database that describes the genome and the biochemical machinery of Bacillus subtilis. The long-term goal of the project is to describe the molecular catalog of the B. subtilis cell and the functions of each of its molecular parts, to facilitate a system-level understanding of B. subtilis.

BioCyc

BioCyc Database Collection

The BioCyc Database Collection is a collection of Pathway/Genome Databases. Each database in the BioCyc collection describes the genome and metabolic pathways of a single organism.

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