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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. We improved the ID3 decision tree algorithm such that it can be utilized on spatial data in order to develop a classification model for hotspots occurrence. …”
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Extended spatial decision tree algorithm for classifying hotspot occurrence
Published 2013“…For comparison, classifiers for hotspots occurrence were also developed using the non-spatial methods namely the ID3 algorithm and the C4.5 algorithm as well as the logistic regression. …”
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A decision tree based on spatial relationships for predicting hotspots in peatlands
Published 2014“…The spatial tree has produces higher accuracy than the non-spatial trees that were created using the ID3 and C4.5 algorithm. …”
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A genetic algorithm approach to VLSI macro cell non-slicing floorplans using binary tree
Published 2008“…This paper proposes an optimization approach for macro-cell placement which minimizes the chip area size. A binary tree method for non-slicing tree construction process is utilized for the placement and area optimization of macro-cell layout in very large scaled integrated (VLSI) design. …”
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Conference or Workshop Item -
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Phylogenetic tree classification system using machine learning algorithm
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Final Year Project Report / IMRAD -
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Classification of tropical rainforest using different classification algorithm based on remote sensing imagery: A study of Gunung Basor
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Undergraduate Final Project Report -
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Predictive models for hotspots occurrence using decision tree algorithms and logistic regression.
Published 2013“…Furthermore, the logistic regression model outperforms the decision tree algorithms with the accuracy of 68.63%. …”
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A genetic algorithm approach to VLSI macro cell non-slicing floorplans using binary tree
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Working Paper -
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Tree-based contrast subspace mining method
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Genetic algorithms for VLSI micro-Cell layout area optimization based on binary tree
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Working Paper -
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Disparity map algorithm using hierarchical of bitwise pixel differences and segment-tree from stereo image
Published 2024“…The algorithm development can be categorized into local, global, and semi-global methods. …”
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Visualisasi pohon sintaksis berasaskan model dan algoritma sintaks ayat bahasa Melayu
Published 2018“…It can be concluded that the algorithm and model proposed were useful for the development of the prototype. …”
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