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An extended ID3 decision tree algorithm for spatial data
Published 2011“…The objective of this paper is to propose a new spatial decision tree algorithm based on the ID3 algorithm for discrete features represented in points, lines and polygons. …”
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2
Agreement options for negotiation on material location decision of housing development
Published 2020“…A support model enables negotiation process in group decision. Decision algorithms are based on the cooperative game theory to develop the agreement options and coalition formation. …”
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3
Cooperative Coalition Formation on Value-based Decision
Published 2010“…The objective of the research is to find an agreement options model and coalition algorithms for value-based decision. This objective was attained by model of satisfying game as a basis for two main preferences of value which are function and cost and provide a set of analysis on cooperative game theory to get an algorithm of coalition and the coalition formation for agreement option.…”
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A conceptual automated negotiation model for decision making in the construction domain
Published 2023Conference Paper -
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A multi-depot dynamic vehicle routing problem with stochastic road capacity: an MDP model and dynamic policy for post-decision state rollout algorithm in reinforcement learning
Published 2022“…Then, at the end, a decision is made by the agent. Five types of constructive base heuristics are proposed for the PDS-RA. …”
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A Data Mining Approach to Construct Graduates Employability Model in Malaysia
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Automated multi-agent negotiation framework for the construction domain
Published 2023Conference Paper -
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Development of a Negotiation Support Model for Value Management in Construction
Published 2009“…Decision making for value-based design in Value Management (VM) is very complicated due to the involvement of many parties. …”
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Final Year Project -
9
Evaluation of the routing algorithms for NoC-based MPSoC: a fuzzy multi-criteria decision-making approach
Published 2023“…Our methodology consists of two main phases. Firstly, the decision matrix is constructed based on the performance assessment criteria and routing algorithms. …”
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Classification model for hotspot occurrences using spatial decision tree algorithm
Published 2013“…Empirical result demonstrates that the proposed algorithm can be used to join two spatial objects in constructing a spatial decision tree from a spatial dataset. …”
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An integrated algorithm of analytical network process with case-based reasoning to support the selection of an ideal football team formation and players
Published 2021“…This research constructs a self-generated calculation algorithm as a decision engine in a practical, user-friendly Decision Support System to determine the best team formation and the suitable playing position for players in a football team. …”
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Thesis -
12
A multi-depot vehicle routing problem with stochastic road capacity and reduced two-stage stochastic integer linear programming models for rollout algorithm
Published 2021“…As a result, it is shown that a base policy consisting of an exact optimal decision at each decision epoch can be obtained constructively through these reduced two-stage stochastic integer linear programming models. …”
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A data mining approach to construct graduates employability model in Malaysia
Published 2011“…The performance of Bayes algorithms are also compared against a number of tree-based algorithms. …”
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14
Development of a Negotiation Support Model for Value Management in Construction
Published 2010“…Decision making for value-based design in Value Management (VM) is very complicated due to the involvement of many parties. …”
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15
m-polar generalization of fuzzy T-ordering relations: an approach to group decision making
Published 2020“…Two algorithms for solving ranking problem in decision-making are proposed and validated by an illustrative example.…”
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An adjustable approach to multi-criteria group decision-making based on a preference relationship under fuzzy soft information
Published 2017“…In this regard, fuzzy soft model can be considered as an efficient tool in decision-making. To date, different algorithms have been proposed for solving collective decision-making problems based on fuzzy soft set theory. …”
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Machine learning for data classification in construction project planning
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Final Year Project / Dissertation / Thesis -
18
Optimization of Reservoir Operation using New Hybrid Algorithm
Published 2018“…In addition, based on a multi-criteria decision-making model, it was evaluated by comparing it with other evolutionary algorithms. …”
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19
Pattern generation through feature values modification and decision tree ensemble construction
Published 2013“…An ensemble method produces diverse classifiers and combines their decisions for ensemble’s decision. A number of methods have been investigated for constructing ensemble in which some of them train classifiers with the generated patterns. …”
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