Browsing by Author "Jayamanne, DP"

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item: Conference-Extended-Abstract
AI techniques for decision making systems : a survey
Buddhika, KT; Jayamanne, DP; Wijegunawardana, PP; Gunasekera, RC; Perera, AS
Accurate Decision Making is a key aspect of a successful business organization. Manual decision making has become exceedingly difficult because of the availability of large data volumes and business complexity. This survey paper is intended to identify different technologies that have potential to be used in decision making systems, analyze current approaches which utilize those technologies and discuss advantages and disadvantages in using them for decision making in travel industry. The main decision making technologies involved in this paper are Artificial Neural Networks, Decision trees and Neuro-fuzzy systems.
item: Conference-Full-text
Decisionai: a framework to automate the decision making process
(Computer Science & Engineering Society c/o Department of Computer Science and Engineering, University of Moratuwa., 2011) Buddhika, KT; Jayamanne, DP; Kohomban, U; Wimalasena, L; WIjegunawardana, PP; Gunasekera, RC; Perera, AS; Weerawardhana, S; Madusanka, A; Dilrukshi, T; Aravinda, H
accurate decision making is the key to make a business profitable. Decision support systems are used to make the decision making process accurate and easy. Even though there are many business specific decision support systems they cannot be used for general purpose decision making or outside their domain. DecisionAI provides a framework which can be used in any decision making domain with similar decision types. DecisionAI provides a good solution to many decision making problems in the industry allowing detailed analysis of data with the integrated intelligence.