Publications - Machine Learning SG

A sparse Bayesian method for determination of flexible design matrix for fMRI data analysis (2005)

Huaien Luo S. Puthusserypady

overfitting design matrix bayesian inference bayesian probability pattern recognition +6 more

IEEE Transactions on Circuits and Systems 23 citations Published 2005-12-12
Nonlinear Fingerprint Orientation Smoothing by Median Filter (2005)

Manhua Liu Xudong Jian A.C. Kot

median filter smoothing adaptive filter impulse noise fingerprint +7 more

2005 5th International Conference on Information Communications & Signal Processing 11 citations Published 2005-12-06
Motion Detection with Adaptive Background and Dynamic Thresholds (2005)

Guo Jing D. Rajan Chng Eng Siong

background subtraction balanced histogram thresholding otsu s method thresholding feature detection +7 more

2005 5th International Conference on Information Communications & Signal Processing 58 citations Published 2005-12-06
Fall Incidents Detection for Intelligent Video Surveillance (2005)

Ji Tao Mukherjee Turjo Mun-Fei Wong Mengdi Wang Yap-Peng Tan

feature vector computer vision computer science artificial intelligence

2005 5th International Conference on Information Communications & Signal Processing 133 citations Published 2005-12-06
Entropy based feature selection scheme for real time simultaneous localization and map building (2005)

Sen Zhang Lihua Xie M.D. Adams

mobile robot navigation entropy feature selection feature extraction mobile robot +6 more

2005 IEEE/RSJ International Conference on Intelligent Robots and Systems 33 citations Published 2005-12-05
An augmented state SLAM formulation for multiple line-of-sight features with millimetre wave RADAR (2005)

E. Jose M.D. Adams

radar mobile robot navigation state vector cartesian coordinate system mobile robot +6 more

2005 IEEE/RSJ International Conference on Intelligent Robots and Systems 22 citations Published 2005-12-05
A practical approach to control and self-localization of Persia omni directional mobile robot (2005)

S. Ziaie-Rad F. Janabi-Sharifi M.M. Danesh-Panah A. Abdollahi H. Ostadi H. Samani

robot control mobile robot odometry robot pid controller +6 more

2005 IEEE/RSJ International Conference on Intelligent Robots and Systems 13 citations Published 2005-12-05
Technical Section: A generalized registration method for augmented reality systems (2005)

M. L. Yuan S. K. Ong A. Y. C. Nee

augmented reality virtual image embedding coordinate system computer vision +6 more

Computers & Graphics 19 citations Published 2005-12-01
Segmentation of subcortical brain structures using fuzzy templates (2005)

Juan Zhou Jagath C. Rajapakse

scale space segmentation segmentation fuzzy logic standard test image computer vision +5 more

NeuroImage 81 citations Published 2005-12-01
Narrow passage sampling for probabilistic roadmap planning (2005)

Zheng Sun D. Hsu Tingting Jiang H. Kurniawati J.H. Reif

probabilistic roadmap sampling motion planning mobile robot configuration space +7 more

IEEE Transactions on Robotics 165 citations Published 2005-12-01
Flank wear measurement by successive image analysis (2005)

W. Wang Y. S. Wong G. S. Hong

image processing flank digital image digital image processing image series +6 more

Computers in Industry 71 citations Published 2005-12-01
Entropies for detection of epilepsy in EEG (2005)

N. Kannathal Min Lim Choo U. Rajendra Acharya P. K. Sadasivan

approximate entropy renyi entropy electroencephalography estimator classifier +6 more

Computer Methods and Programs in Biomedicine 777 citations Published 2005-12-01
COBOS: Cooperative backoff adaptive scheme for multirobot task allocation (2005)

Cheng-Heng Fua S.S. Ge

adaptive control robot robotics software portability distributed computing +4 more

IEEE Transactions on Robotics 83 citations Published 2005-12-01
Applications of support vector machines to cancer classification with microarray data. (2005)

Feng Chu Lipo Wang

support vector machine dimensionality reduction gene chip analysis principal component analysis gene expression profiling +7 more

International Journal of Neural Systems 197 citations Published 2005-12-01
A soft relevance framework in content-based image retrieval systems (2005)

Kim-Hui Yap Kui Wu

relevance feedback content based image retrieval image retrieval fuzzy logic user information +7 more

IEEE Transactions on Circuits and Systems for Video Technology 58 citations Published 2005-12-01
3D object segmentation using B-Surface (2005)

Xujian Chen Eam Khwang Teoh

image segmentation segmentation based object categorization scale space segmentation initialization segmentation +6 more

Image and Vision Computing 11 citations Published 2005-12-01
Reservoir Characterization Using Support Vector Machines (2005)

K.W. Wong Y.S. Ong T.D. Gedeon C.C. Fung

reservoir modeling statistical learning theory support vector machine vapnik chervonenkis theory estimation theory +7 more

International Conference on Computational Intelligence for Modelling, Control and Automation and International Conference on Intelligent Agents, Web Technologies and Internet Commerce (CIMCA-IAWTIC'06) 20 citations Published 2005-11-28
A hybrid post-processing system for offline handwritten Chinese script recognition (2005)

Yuan-Xiang Li Chew Lim Tan Xiaoqing Ding

language model perplexity smoothing hybrid system machine learning +6 more

Pattern Analysis and Applications 18 citations Published 2005-11-28
Mining ontological knowledge from domain-specific text documents (2005)

Xing Jiang Ah-Hwee Tan

concept mining knowledge extraction relationship extraction ontology learning shallow parsing +7 more

Fifth IEEE International Conference on Data Mining (ICDM'05) 82 citations Published 2005-11-27
Finding representative set from massive data (2005)

Feng Pan Wei Wang A.K.H. Tung Jiong Yang

mutual information greedy algorithm greedy randomized adaptive search procedure entropy kullback leibler divergence +7 more

Fifth IEEE International Conference on Data Mining (ICDM'05) 63 citations Published 2005-11-27

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A sparse Bayesian method for determination of flexible design matrix for fMRI data analysis (2005)

Nonlinear Fingerprint Orientation Smoothing by Median Filter (2005)

Motion Detection with Adaptive Background and Dynamic Thresholds (2005)

Fall Incidents Detection for Intelligent Video Surveillance (2005)

Entropy based feature selection scheme for real time simultaneous localization and map building (2005)

An augmented state SLAM formulation for multiple line-of-sight features with millimetre wave RADAR (2005)

A practical approach to control and self-localization of Persia omni directional mobile robot (2005)

Technical Section: A generalized registration method for augmented reality systems (2005)

Segmentation of subcortical brain structures using fuzzy templates (2005)

Narrow passage sampling for probabilistic roadmap planning (2005)

Flank wear measurement by successive image analysis (2005)

Entropies for detection of epilepsy in EEG (2005)

COBOS: Cooperative backoff adaptive scheme for multirobot task allocation (2005)

Applications of support vector machines to cancer classification with microarray data. (2005)

A soft relevance framework in content-based image retrieval systems (2005)

3D object segmentation using B-Surface (2005)

Reservoir Characterization Using Support Vector Machines (2005)

A hybrid post-processing system for offline handwritten Chinese script recognition (2005)

Mining ontological knowledge from domain-specific text documents (2005)

Finding representative set from massive data (2005)