Publications - Machine Learning SG

Dimensionality reduction techniques for data exploration (2007)

F.S. Tsai Kap Luk Chan

diffusion map dimensionality reduction nonlinear dimensionality reduction data reduction nonlinear system +6 more

2007 6th International Conference on Information, Communications & Signal Processing 21 citations Published 2007-12-01
Dimensionality reduction in subspace face recognition (2007)

B. Mandal Xudong Jiang A. Kot

linear discriminant analysis dimensionality reduction principal component analysis feature extraction facial recognition system +6 more

2007 6th International Conference on Information, Communications & Signal Processing 19 citations Published 2007-12-01
An efficient strategy for extensive integration of diverse biological data for protein function prediction (2007)

Hon Nian Chua Wing-Kin Sung Limsoon Wong

biological data protein function prediction data integration weighting data type +7 more

Bioinformatics 73 citations Published 2007-12-01
A survey of machine learning in Wireless Sensor netoworks From networking and application perspectives (2007)

Ma Di Er Meng Joo

key distribution in wireless sensor networks wireless sensor network mobile wireless sensor network wireless bandwidth +5 more

2007 6th International Conference on Information, Communications & Signal Processing 68 citations Published 2007-12-01
A study on software reliability prediction based on support vector machines (2007)

Bo Yang Xiang Li

software reliability testing software quality support vector machine artificial neural network machine learning +5 more

2007 IEEE International Conference on Industrial Engineering and Engineering Management 29 citations Published 2007-12-01
A study of genetic algorithm for project selection for analogy based software cost estimation (2007)

Y.F. Li M. Xie T.N. Goh

software project management project management cost estimate case based reasoning genetic algorithm +7 more

2007 IEEE International Conference on Industrial Engineering and Engineering Management 28 citations Published 2007-12-01
A region and gradient based active contour model and its application in boundary tracking on anal canal ultrasound images (2007)

Di Xiao Wan Sing Ng Charles B. Tsang Udantha Ranjith Abeyratne

active contour model gradient method expectation maximization algorithm image processing object detection +6 more

Pattern Recognition 11 citations Published 2007-12-01
Detection of Epileptic Spike-Wave Discharges Using SVM (2007)

Yaozhang Pan Shuzhi Sam Ge Feng Ru Tang A. Al Mamun

support vector machine electroencephalography artificial neural network backpropagation pattern recognition +6 more

2007 IEEE International Conference on Control Applications 11 citations Published 2007-11-27
LGPS: Phase Based Image Quality Assessment Metric (2007)

Guangtao Zhai Wenjun Zhang Yi Xu Weisi Lin

gabor transform image quality image processing digital image processing feature extraction +7 more

2007 IEEE Workshop on Signal Processing Systems 17 citations Published 2007-11-21
Probability hypothesis density approach for multi-camera multi-object tracking (2007)

Nam Trung Pham Weimin Huang S. H. Ong

video tracking tracking system state space computer vision computation +6 more

ACCV'07 Proceedings of the 8th Asian conference on Computer vision - Volume Part I 19 citations Published 2007-11-18
Probabilistic Tensor Analysis with Akaike and Bayesian Information Criteria (2007)

Dacheng Tao Jimeng Sun Xindong Wu Xuelong Li Jialie Shen Stephen J. Maybank Christos Faloutsos

divergence from randomness model graphical model bayesian information criterion akaike information criterion probabilistic relevance model +7 more

Neural Information Processing 12 citations Published 2007-11-13
Perceptual Quality Evaluation on Periodic Frame-Dropping Video (2007)

Zhongkang Lu Weis Lin Boon Choong Seng S. Kato Eeping Ong Susu Yao

frame rate feature extraction distortion communications system computer vision +6 more

2007 IEEE International Conference on Image Processing 17 citations Published 2007-11-12
Ellipse Detection with Hough Transform in One Dimensional Parametric Space (2007)

A.Y.S. Chia M.K.H. Leung How-Lung Eng S. Rahardja

hough transform scale invariant feature transform robustness computational complexity theory ellipse +7 more

2007 IEEE International Conference on Image Processing 75 citations Published 2007-11-12
Comments-oriented blog summarization by sentence extraction (2007)

Meishan Hu Aixin Sun Ee-Peng Lim

sentence extraction sentence automatic summarization natural language processing information retrieval +3 more

Proceedings of the sixteenth ACM conference on Conference on information and knowledge management 174 citations Published 2007-11-06
The Hierarchical Fast Learning Artificial Neural Network (HieFLANN)—An Autonomous Platform for Hierarchical Neural Network Construction (2007)

A.L.P. Tay J.M. Zurada Lai-Ping Wong Jian Xu

artificial neural network hierarchical control system cluster analysis feature vector initialization +6 more

IEEE Transactions on Neural Networks 26 citations Published 2007-11-01
Restoring 2D Content from Distorted Documents (2007)

M.S. Brown Mingxuan Sun Ruigang Yang Lin Yun W.B. Seales

distortion geometric transformation image restoration image processing document imaging +6 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 61 citations Published 2007-11-01
Reduced Pattern Training Based on Task Decomposition Using Pattern Distributor (2007)

Sheng-Uei Guan Chunyu Bao TseNgee Neo

feedforward neural network backpropagation artificial neural network decomposition method genetic algorithm +6 more

IEEE Transactions on Neural Networks 11 citations Published 2007-11-01
On the Application of a Modified Self-Organizing Neural Network to Estimate Stereo Disparity (2007)

Y.V. Venkatesh S.K. Raja A.J. Kumar

epipolar geometry image restoration correspondence problem random dot stereogram feature extraction +6 more

IEEE Transactions on Image Processing 12 citations Published 2007-11-01
Novel QRS Detection by CWT for ECG Sensor (2007)

Fei Zhang Yong Lian

second generation wavelet transform stationary wavelet transform wavelet wavelet packet decomposition wavelet transform +7 more

2007 IEEE Biomedical Circuits and Systems Conference 29 citations Published 2007-11-01
Markov blanket-embedded genetic algorithm for gene selection (2007)

Zexuan Zhu Yew-Soon Ong Manoranjan Dash

markov blanket markov chain feature selection memetic algorithm genetic algorithm +7 more

Pattern Recognition 290 citations Published 2007-11-01

Previous Next

Dimensionality reduction techniques for data exploration (2007)

Dimensionality reduction in subspace face recognition (2007)

An efficient strategy for extensive integration of diverse biological data for protein function prediction (2007)

A survey of machine learning in Wireless Sensor netoworks From networking and application perspectives (2007)

A study on software reliability prediction based on support vector machines (2007)

A study of genetic algorithm for project selection for analogy based software cost estimation (2007)

A region and gradient based active contour model and its application in boundary tracking on anal canal ultrasound images (2007)

Detection of Epileptic Spike-Wave Discharges Using SVM (2007)

LGPS: Phase Based Image Quality Assessment Metric (2007)

Probability hypothesis density approach for multi-camera multi-object tracking (2007)

Probabilistic Tensor Analysis with Akaike and Bayesian Information Criteria (2007)

Perceptual Quality Evaluation on Periodic Frame-Dropping Video (2007)

Ellipse Detection with Hough Transform in One Dimensional Parametric Space (2007)

Comments-oriented blog summarization by sentence extraction (2007)

The Hierarchical Fast Learning Artificial Neural Network (HieFLANN)—An Autonomous Platform for Hierarchical Neural Network Construction (2007)

Restoring 2D Content from Distorted Documents (2007)

Reduced Pattern Training Based on Task Decomposition Using Pattern Distributor (2007)

On the Application of a Modified Self-Organizing Neural Network to Estimate Stereo Disparity (2007)

Novel QRS Detection by CWT for ECG Sensor (2007)

Markov blanket-embedded genetic algorithm for gene selection (2007)