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Current Projects

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Brandeis PRIME

Privacy-preserving Information Mediation for Enterprises

The PRIME project seeks to create a flexible platform for research, development, experimentation, demonstration and deployment of techniques that will be important for learning how to build systems that share sensitive information across enterprises while protecting against undesirable uses of that information.

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.

PRAiSE

Probabilistic Reasoning as Symbolic Evaluation

To develop lifted inference algorithms for solving probabilistic models expressed by Turing-complete probabilistic programming languages.

Neptune

Neptune

A user-centric, integrated planning and scheduling system that assists the user in exploring the rich space of plans and associated resource assignment options in complex, real-world domains. Each component of the system (user, planner, and scheduler) reacts to the actions of the other, resolving conflicts, and iteratively refining the solution until acceptable.

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.

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.

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.

LAGR

Learning Applied to Ground Robots

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

MetaCyc

MetaCyc: Metabolic Pathway Database

MetaCyc is a database of nonredundant, experimentally elucidated metabolic pathways. MetaCyc contains more than 2500 pathways from more than 2800 different organisms (circa 2012). The MetaCyc data were curated from more than 50,000 scientific publications. MetaCyc describes metabolic pathways, reactions, enzymes, and metabolites.

FREEDIUS

Open Source Three-Dimensional Image Understanding System

FREEDIUS is a portable, open-source image understanding workbench. It is the successor to the 3DIUS/CME system.

This website does not contain information on all of our past or present projects.
For further information please contact us.

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