Publications - Machine Learning SG

Region-of-Interest Based Resource Allocation for Conversational Video Communication of H.264/AVC (2008)

Yang Liu Zheng Guo Li Yeng Chai Soh

encoder macroblock region of interest motion estimation resource allocation +7 more

IEEE Transactions on Circuits and Systems for Video Technology 195 citations Published 2008-01-01
Reconstruction and Recognition of Tensor-Based Objects With Concurrent Subspaces Analysis (2008)

Dong Xu Shuicheng Yan Lei Zhang S. Lin Hong-Jiang Zhang T.S. Huang

tensor iterative reconstruction object detection dimensionality reduction facial recognition system +6 more

IEEE Transactions on Circuits and Systems for Video Technology 120 citations Published 2008-01-01
Online monitoring of multi-phase batch processes using phase-based multivariate statistical process control (2008)

Xuan-Tien Doan Rajagopalan Srinivasan

batch processing dynamic time warping trajectory normal distribution machine learning +6 more

Computers & Chemical Engineering 112 citations Published 2008-01-01
Multiple-Feature Fusion Based Onset Detection for Solo Singing Voice. (2008)

Chee-Chuan Toh Bingjun Zhang Ye Wang

mixture model speech recognition pattern recognition singing computer science +3 more

ISMIR 23 citations Published 2008-01-01
Missing value imputation based on data clustering (2008)

Shichao Zhang Jilian Zhang Xiaofeng Zhu Yongsong Qin Chengqi Zhang

imputation missing data cluster analysis nonparametric statistics data mining +5 more

Transactions on computational science I 94 citations Published 2008-01-01
Just-noticeable difference estimation with pixels in images (2008)

Xiaohui Zhang Weisi Lin Ping Xue

human visual system model just noticeable difference pixel digital image noise shaping +6 more

Journal of Visual Communication and Image Representation 124 citations Published 2008-01-01
Incremental extreme learning machine with fully complex hidden nodes (2008)

Guang-Bin Huang Ming-Bin Li Lei Chen Chee-Kheong Siew

extreme learning machine artificial neural network piecewise function approximation bounded function +6 more

Neurocomputing 194 citations Published 2008-01-01
Improving path planning and mapping based on stereo vision and lidar (2008)

P. Moghadam W.S. Wijesoma Dong Jun Feng

stereo cameras computer stereo vision stereo camera mobile robot navigation occupancy grid mapping +6 more

2008 10th International Conference on Control, Automation, Robotics and Vision 61 citations Published 2008-01-01
Identification of different stages of diabetic retinopathy using retinal optical images (2008)

Wong Li Yun U. Rajendra Acharya Y. V. Venkatesh Caroline Chee Lim Choo Min E. Y. K. Ng

retinopathy diabetic retinopathy diabetes mellitus retina retinal +7 more

Information Sciences 244 citations Published 2008-01-01
Feature selection via sensitivity analysis of SVM probabilistic outputs (2008)

Kai-Quan Shen Chong-Jin Ong Xiao-Ping Li Einar P. Wilder-Smith

feature selection feature feature vector support vector machine probabilistic logic +7 more

Machine Learning 70 citations Published 2008-01-01
Face Annotation Using Transductive Kernel Fisher Discriminant (2008)

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

image retrieval supervised learning automatic image annotation transduction linear discriminant analysis +7 more

IEEE Transactions on Multimedia 66 citations Published 2008-01-01
Expression recognition using fuzzy spatio-temporal modeling (2008)

T. Xiang M. K. H. Leung S. Y. Cho

facial recognition system expression hausdorff distance facial expression fuzzy logic +7 more

Pattern Recognition 58 citations Published 2008-01-01
Discovery of maximum length frequent itemsets (2008)

Tianming Hu Sam Yuan Sung Hui Xiong Qian Fu

data mining data set pattern recognition computer science artificial intelligence

Information Sciences 108 citations Published 2008-01-01
Dimension reduction of the modulation spectrogram for speaker verification. (2008)

Tomi Kinnunen Kong-Aik Lee Haizhou Li

spectrogram speaker recognition nist dimensionality reduction speech recognition +7 more

Odyssey 53 citations Published 2008-01-01
Detecting hubs and quasi cliques in scale-free networks (2008)

S. Srihari Hoong Kee Ng Kang Ning Hon Wai Leong

evolving networks clique percolation method network motif complex network clique +7 more

2008 19th International Conference on Pattern Recognition 12 citations Published 2008-01-01
Deriving Taxonomy from Documents at Sentence Level (2008)

Ying Liu Han Tong Loh Wen Feng Lu

document clustering well formed document cluster analysis sentence natural language processing +7 more

15 citations Published 2008-01-01
Context-sensitive probabilistic phone mapping model for cross-lingual speech recognition. (2008)

Khe Chai Sim Haizhou Li

speaker recognition intelligent character recognition voice activity detection acoustic model audio mining +7 more

INTERSPEECH 19 citations Published 2008-01-01
Combining singular points and orientation image information for fingerprint classification (2008)

Jun Li Wei-Yun Yau Han Wang

feature vector support vector machine fingerprint singular point of a curve biometrics +6 more

Pattern Recognition 115 citations Published 2008-01-01
Advanced integrated technique in breast cancer thermography. (2008)

E Y K Ng E C Kee

mammography thermography breast cancer receiver operating characteristic radial basis function network +6 more

Journal of Medical Engineering & Technology 103 citations Published 2008-01-01
A novel framework for automatic generation of fuzzy neural networks (2008)

Meng Joo Er Yi Zhou

neuro fuzzy fuzzy set operations adaptive neuro fuzzy inference system fuzzy classification intelligent control +6 more

Neurocomputing 13 citations Published 2008-01-01

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Region-of-Interest Based Resource Allocation for Conversational Video Communication of H.264/AVC (2008)

Reconstruction and Recognition of Tensor-Based Objects With Concurrent Subspaces Analysis (2008)

Online monitoring of multi-phase batch processes using phase-based multivariate statistical process control (2008)

Multiple-Feature Fusion Based Onset Detection for Solo Singing Voice. (2008)

Missing value imputation based on data clustering (2008)

Just-noticeable difference estimation with pixels in images (2008)

Incremental extreme learning machine with fully complex hidden nodes (2008)

Improving path planning and mapping based on stereo vision and lidar (2008)

Identification of different stages of diabetic retinopathy using retinal optical images (2008)

Feature selection via sensitivity analysis of SVM probabilistic outputs (2008)

Face Annotation Using Transductive Kernel Fisher Discriminant (2008)

Expression recognition using fuzzy spatio-temporal modeling (2008)

Discovery of maximum length frequent itemsets (2008)

Dimension reduction of the modulation spectrogram for speaker verification. (2008)

Detecting hubs and quasi cliques in scale-free networks (2008)

Deriving Taxonomy from Documents at Sentence Level (2008)

Context-sensitive probabilistic phone mapping model for cross-lingual speech recognition. (2008)

Combining singular points and orientation image information for fingerprint classification (2008)

Advanced integrated technique in breast cancer thermography. (2008)

A novel framework for automatic generation of fuzzy neural networks (2008)