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ENHANCING MOTION IMAGERY CLASSIFIERS BY PRINCIPAL COMPONENT FEATURE CLUSTERING
Award Information
Agency: Department of Defense
Branch: Air Force
Contract: FA8650-16-C-1766
Agency Tracking Number: F15A-T35-0298
Amount:
$3,678,922.00
Phase:
Phase II
Program:
STTR
Solicitation Topic Code:
AF15-AT35
Solicitation Number:
15.A
Timeline
Solicitation Year:
2015
Award Year:
2016
Award Start Date (Proposal Award Date):
2016-08-23
Award End Date (Contract End Date):
2018-11-23
Small Business Information
3 Egremont Rd
Boston, MA
02135
United States
DUNS:
141877311
HUBZone Owned:
No
Woman Owned:
No
Socially and Economically Disadvantaged:
No
Principal Investigator
Name: Simon Streltsov
Title: President
Phone: (781) 225-6549
Email: simon@longshortway.com
Title: President
Phone: (781) 225-6549
Email: simon@longshortway.com
Business Contact
Name: Simon Streltsov
Phone: (617) 953-8505
Email: simon@longshortway.com
Phone: (617) 953-8505
Email: simon@longshortway.com
Research Institution
Name: Northeastern University
Contact: Leonid Perlovsky Leonid Perlovsky
Address:
Phone: (617) 259-0197
Type: Nonprofit College or University
Contact: Leonid Perlovsky Leonid Perlovsky
Address:
360 Huntington Ave
Boston, MA
02115
United States
Phone: (617) 259-0197
Type: Nonprofit College or University
Abstract
LongShortWay Inc. and Northeastern University propose a family of feature reduction and ensemble classifier methods based on Principal Component and Dynamic Logic feature clustering algorithms. New methods combine feature clustering with non-linear feature reduction via manifold learning, and bagging, boosting, and stacking ensemble algorithms.
* Information listed above is at the time of submission. *
