3D terrestrial LIDAR classifications with super-voxels and multi-scale Conditional Random Fields

EH Lim, D Suter - Computer-Aided Design, 2009 - Elsevier
In this paper, we propose a new method for 3D terrestrial laser range data classifications.
This functions as the first step towards virtual city model reconstructions from range data and …

[BOOK][B] Creative environments: Issues of creativity support for the knowledge civilization age

AP Wierzbicki, Y Nakamori - 2007 - books.google.com
" Creative Environments" is a follow-up on the book Creative Space in the same series and
by the same authors, serving this time as editors of a broader book on computational …

Conditional random field for 3D point clouds with adaptive data reduction

EH Lim, D Suter - 2007 International Conference on …, 2007 - ieeexplore.ieee.org
We proposed using Conditional Random Fields with adaptive data reduction for the
classification of 3D point clouds acquired from a Riegl Terrestrial laser scanner. The training …

[PDF][PDF] Application of a feature selection method to nucleosome data: accuracy improvement and comparison with other methods

M Higashihara, JD Rebolledo-Mendez… - … on Biology and …, 2008 - researchgate.net
In binary classification problem, data of feature vectors with binary labels are prepared in
general. However, today it is well known that using all the features for discrimination does …

Distribution of RNA 5-mers in Epigenetic Modification Regions and Genes Interactions

D Salimi, M Salimi, A Moieni - Journal of Algorithms and Computation, 2022 - jac.ut.ac.ir
The demand for extracting sophisticated features, capable of effectively predicting gene
interaction networks, from DNA or RNA sequences has increased in computational biology …

Sequence-based 5-mers highly correlated to epigenetic modifications in genes interactions

D Salimi, A Moeini, A Masoudi-Nejad - Genes & genomics, 2018 - Springer
One of the main concerns in biology is extracting sophisticated features from DNA sequence
for gene interaction determination, receiving a great deal of researchers' attention. The …

Ranking and selection of features for improved prediction of nucleosome occupancy and modification

M Higashihara, JD Rebolledo-Mendez… - Proceedings of the 9th …, 2008 - dl.acm.org
Among various factors that affect gene regulation, the occupancy and modification of
nucleosomes are significant in eukaryotes. In this study, we tried to improve the accuracy of …

[CITATION][C] 3D Urban Modelling

EH Lim - 2011 - Monash University