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An extended ID3 decision tree algorithm for spatial data
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Conference or Workshop Item -
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A new stepsize for gradient method via weak secant equation
Published 2007“…The algorithm then selects the stepsizes along the negative gradient using a new approximation of the Hessian based on the weak secant equation. …”
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State of charge estimation for lithium-ion battery based on random forests technique with gravitational search algorithm
Published 2023Conference Paper -
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Classification model for hotspot occurrences using spatial decision tree algorithm
Published 2013“…This study describes the application of data mining technique namely decision tree on forest fires data. …”
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An efficient scalable batch-rekeying scheme for secure multicast communication using multiple logical key trees
Published 2014“…Instead of using only a single key tree multiple key trees are used and at the end of each batch time the algorithm decides which tree will be used to update the keys. …”
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Eccentricity Optimization of NGB System by using Multi-Objective Genetic Algorithm
Published 2009“…In this study, a new method for designing a particular braced system by using multi-objective genetic algorithm is proposed. …”
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Performance analysis of machine learning algorithms for classification of infection severity levels on rubber leaves
Published 2023“…At the early infection stage, it is very difficult to diagnose the disease because infected trees do not exhibit any symptoms. Thus, this study was carried out to investigate the potential application of spectroscopic technology and machine learning algorithms to classify severity level of infected trees at early stage based on spectral data. …”
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Book Section -
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Modeling forest fires risk using spatial decision tree
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Moving detection using cellular neural network (CNN)
Published 2008“…The algorithm created is used to detect the ball in the images. …”
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Undergraduates Project Papers -
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Classification model for hotspot occurrences using a decision tree method
Published 2011“…This work demonstrates the application of a decision tree algorithm, namely the C4.5 algorithm, to develop a classification model from forest fire data in the Rokan Hilir district, Indonesia. …”
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A new multicast-based architecture to support host mobility in IPv6
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Multistep reduced differential transform method in solving nonlinear schrodinger equations
Published 2024“…This paper obtains semi-analytical solutions for the nonlinear Schrodinger equations (NLSEs) using the multistep reduced differential transform method (MsRDTM). …”
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A new multicast-based architecture to support host mobility in IPv6
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Proceeding Paper -
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Hotspot occurences classififcation using decision tree method: case study in the Rokan Hilir, Riau Province, Indonesia
Published 2010“…The results were a decision tree which contains 18 leaves and 26 nodes with accuracy about 63.17%. …”
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FT-IR absorbance data for early detection of oil palm fungal disease infestation
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Extract Motion from Picture Sequence
Published 2008“…The algorithm is used as reference to create a coding input for the MATLAB, which is the software used in this project. …”
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Final Year Project -
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Improving the performance of the FPBA algorithm using random transmitter power levels
Published 2001“…To enhance the throughput of the framed pseudo-Bayesian ALOHA (FPBA) algorithm used for reservation in wireless ATM, a scheme is described in which multiple power levels are used at the transmitters. …”
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Memoryless modified symmetric rank-one method for large-scale unconstrained optimization
Published 2009“…Approach: The basic idea is to apply the modified Quasi-Newton (QN)equations, which uses both the gradients and the function values in two successive points in the frame of the scaled memoryless SR1 update, in which the modified SR1 update is reset, at every iteration, to the positive multiple of the identity matrix. …”
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