Publications - Machine Learning SG

A support vector machines approach for virtual screening of active compounds of single and multiple mechanisms from large libraries at an improved hit-rate and enrichment factor (2008)

L.Y. Han X.H. Ma H.H. Lin J. Jia F. Zhu Y. Xue Z.R. Li Z.W. Cao Z.L. Ji Y.Z. Chen

virtual screening hit selection drug discovery hit rate high throughput screening +5 more

Journal of Molecular Graphics & Modelling 102 citations Published 2008-06-01
A Multimodal and Multilevel Ranking Scheme for Large-Scale Video Retrieval (2008)

S.C.H. Hoi M.R. Lyu

ranking svm ranking trecvid ranking image retrieval +7 more

IEEE Transactions on Multimedia 76 citations Published 2008-06-01
Probabilistic Framework for Brain Connectivity From Functional MR Images (2008)

J.C. Rajapakse Yang Wang Xuebin Zheng Juan Zhou

brain mapping functional magnetic resonance imaging markov random field graphical model dynamic bayesian network +7 more

IEEE Transactions on Medical Imaging 11 citations Published 2008-05-28
On Geometric Modeling of the Human Intracranial Venous System (2008)

I. Volkau Ting Ting Ng Y. Marchenko W.L. Nowinski

dural venous sinuses geometric modeling solid modeling smoothing ellipse +7 more

IEEE Transactions on Medical Imaging 22 citations Published 2008-05-28
Privacy-preserving linear fisher discriminant analysis (2008)

Shuguo Han Wee Keong Ng

linear discriminant analysis information privacy cryptography facial recognition system dimensionality reduction +7 more

PAKDD'08 Proceedings of the 12th Pacific-Asia conference on Advances in knowledge discovery and data mining 21 citations Published 2008-05-20
Kalman filtering of accelerometer and electromyography (EMG) data in pathological tremor sensing system (2008)

F. Widjaja C.Y. Shee W.T. Latt W.L. Au P. Poignet W.T. Ang

sensor fusion kalman filter accelerometer motion capture ground truth +6 more

2008 IEEE International Conference on Robotics and Automation 21 citations Published 2008-05-19
A wearable, self-calibrating, wireless sensor network for body motion processing (2008)

Kwang Yong Lim F.Y.K. Goh Wei Dong Kim Doang Nguyen I-Ming Chen Song Huat Yeo H.B.L. Duh Chung Gon Kim

inertial measurement unit encoder linear encoder wireless sensor network accelerometer +7 more

2008 IEEE International Conference on Robotics and Automation 34 citations Published 2008-05-19
A point-based POMDP planner for target tracking (2008)

D. Hsu Wee Sun Lee Nan Rong

partially observable markov decision process markov process computational complexity theory robot sight +7 more

2008 IEEE International Conference on Robotics and Automation 97 citations Published 2008-05-19
Adaptive downsampling/upsampling for better video compression at low bit rate (2008)

Viet-Anh Nguyen Yap-Peng Tan Weisi Lin

context adaptive binary arithmetic coding coding tree unit video quality harmonic vector excitation coding data compression +6 more

2008 IEEE International Symposium on Circuits and Systems 45 citations Published 2008-05-18
Confocal Microwave Imaging for Breast Cancer Detection: Delay-Multiply-and-Sum Image Reconstruction Algorithm (2008)

Hooi Been Lim Nguyen Thi Tuyet Nhung Er-Ping Li Nguyen Duc Thang

iterative reconstruction imaging phantom microwave imaging confocal breast cancer +7 more

IEEE Transactions on Biomedical Engineering 300 citations Published 2008-05-16
Asynchronous P300-Based Brain--Computer Interfaces: A Computational Approach With Statistical Models (2008)

Haihong Zhang Cuntai Guan Chuanchu Wang

asynchronous communication brain computer interface statistical model support vector machine information transfer +7 more

IEEE Transactions on Biomedical Engineering 193 citations Published 2008-05-16
Registration of dynamic renal MR images using neurobiological model of saliency (2008)

D. Mahapatra Ying Sun

image registration salience mutual information image segmentation entropy +7 more

2008 5th IEEE International Symposium on Biomedical Imaging: From Nano to Macro 27 citations Published 2008-05-14
Automatic cup-to-disc ratio measurement system (2008)

Jiang Liu Joo Hwee Lim Wing Kee Damon Wong Huiqi Li Tien Yin Wong

optic cup cup to disc ratio fundus segmentation glaucoma +6 more

30 citations Published 2008-05-14
Extracting age information from local spatially flexible patches (2008)

Shuicheng Yan Ming Liu T.S. Huang

feature extraction mixture model facial recognition system pattern recognition ranging +6 more

2008 IEEE International Conference on Acoustics, Speech and Signal Processing 90 citations Published 2008-05-12
Sampling Procedures for Resonance Based Radar Target Identification (2008)

Hoi-Shun Lui N.V.Z. Shuley

sampling radar sampling ultra wideband pattern recognition +7 more

IEEE Transactions on Antennas and Propagation 15 citations Published 2008-05-07
Motion compensated image averaging (2008)

Lang Zhuo Saravana Kumar Gideon Ho

reference frame affine transformation computer vision topology mathematics +3 more

66 citations Published 2008-05-02
When unlearning helps (2008)

Ganesh Baliga John Case Wolfgang Merkle Frank Stephan Rolf Wiehagen

computational learning theory syntax language acquisition verb grammar +6 more

Information & Computation 62 citations Published 2008-05-01
Signing Exact English (SEE): Modeling and recognition (2008)

W. W. Kong Surendra Ranganath

handshape gesture recognition linear discriminant analysis classifier gesture +7 more

Pattern Recognition 13 citations Published 2008-05-01
Retrieval of machine-printed Latin documents through Word Shape Coding (2008)

Shijian Lu Chew Lim Tan

tf idf visual word document clustering word lists by frequency document retrieval +7 more

Pattern Recognition 29 citations Published 2008-05-01
Real-time camera tracking for marker-less and unprepared augmented reality environments (2008)

Ke Xu Kar Wee Chia Adrian David Cheok

camera auto calibration homography camera resectioning pinhole camera model camera matrix +6 more

Image and Vision Computing 25 citations Published 2008-05-01

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A support vector machines approach for virtual screening of active compounds of single and multiple mechanisms from large libraries at an improved hit-rate and enrichment factor (2008)

A Multimodal and Multilevel Ranking Scheme for Large-Scale Video Retrieval (2008)

Probabilistic Framework for Brain Connectivity From Functional MR Images (2008)

On Geometric Modeling of the Human Intracranial Venous System (2008)

Privacy-preserving linear fisher discriminant analysis (2008)

Kalman filtering of accelerometer and electromyography (EMG) data in pathological tremor sensing system (2008)

A wearable, self-calibrating, wireless sensor network for body motion processing (2008)

A point-based POMDP planner for target tracking (2008)

Adaptive downsampling/upsampling for better video compression at low bit rate (2008)

Confocal Microwave Imaging for Breast Cancer Detection: Delay-Multiply-and-Sum Image Reconstruction Algorithm (2008)

Asynchronous P300-Based Brain--Computer Interfaces: A Computational Approach With Statistical Models (2008)

Registration of dynamic renal MR images using neurobiological model of saliency (2008)

Automatic cup-to-disc ratio measurement system (2008)

Extracting age information from local spatially flexible patches (2008)

Sampling Procedures for Resonance Based Radar Target Identification (2008)

Motion compensated image averaging (2008)

When unlearning helps (2008)

Signing Exact English (SEE): Modeling and recognition (2008)

Retrieval of machine-printed Latin documents through Word Shape Coding (2008)

Real-time camera tracking for marker-less and unprepared augmented reality environments (2008)