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General Information
Prof. Adrian Olaru
University Politehnica of Bucharest, Romania
I'm happy to take on the position of editor in chief of IJMO. It's a journal that shows promise of becoming a recognized journal in the area of modelling and optimization. I'll work together with the editors to help it progress.
IJMO 2012 Vol.2(2): 109-113 ISSN: 2010-3697
DOI: 10.7763/IJMO.2012.V2.95

Decision-Making in Multi-Perspective Environment with Incremental Learning

Prachi Joshi and Parag Kulkarni

Abstract——In many applications that require decision making, dependency is on the data obtained from various sources. Each source of information provides a different perspective to the problem domain. With the existing data that is available and new perspective that evolves at later stages, there is need to learn incrementally. In this paper we recognize the similarity between the new perspective and the existing knowledge based on their pattern. The proposed work, referred as ‘Multi-Perspective based Incremental Learning’ [MPIL], effectively modifies the knowledge with available perspectives, understands the patterns of the data to determine the update and at the same time maintains them for reuse. With application to education sector, experiments show that the proposed approach exhibit better decision-making capacity in a multi-perspective environment.

Index Terms—Clustering, decision-making, incremental, pattern recognition.

P. Joshi is Research Scholar at College of Engineering Pune and is working with MIT College of Engineering, Pune (e-mail: prachi.joshi@mit.edu.in).
P. Kulkarni was Chief Scientist with Capsilon India Pvt. Ltd. and currently is the Chief Scientist and founder of Eklat Research, Pune (e-mail: paragakulkarni@yahoo.com).


Cite: Prachi Joshi and Parag Kulkarni, "Decision-Making in Multi-Perspective Environment with Incremental Learning," International Journal of Modeling and Optimization vol. 2, no. 2, pp. 109-113 , 2012.

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