Publications - Machine Learning SG

An evaluation of Gabor orientation as a feature for face recognition (2008)

A. Kong

feature feature gabor filter three dimensional face recognition feature extraction +7 more

2008 19th International Conference on Pattern Recognition 22 citations Published 2008-12-01
A Kernel-Induced Space Selection Approach to Model Selection in KLDA (2008)

Lei Wang Kap Luk Chan Ping Xue Luping Zhou

variable kernel density estimation kernel kernel method model selection kernel +7 more

IEEE Transactions on Neural Networks 25 citations Published 2008-12-01
A Hybrid PNN-GMM classification scheme for speech emotion recognition (2008)

Wee Ser Ling Cen Zhu Liang Yu

probabilistic neural network speaker recognition time delay neural network feature language model +7 more

2008 19th International Conference on Pattern Recognition 14 citations Published 2008-12-01
A fast pruned-extreme learning machine for classification problem (2008)

Hai-Jun Rong Yew-Soon Ong Ah-Hwee Tan Zexuan Zhu

extreme learning machine overfitting classifier hidden node problem machine learning +5 more

Neurocomputing 364 citations Published 2008-12-01
Distributed source coding based encryption and lossless compression of gray scale and color images (2008)

A. Anil Kumar A. Makur

data compression lossless compression data compression ratio lossy compression context adaptive binary arithmetic coding +7 more

2008 IEEE 10th Workshop on Multimedia Signal Processing 63 citations Published 2008-11-05
Visualizing Multiwavelength Astrophysical Data (2008)

Hongwei Li Chi-Wing Fu A. Hanson

data visualization visualization data mapping data processing graphics processing unit +7 more

IEEE Transactions on Visualization and Computer Graphics 18 citations Published 2008-11-01
Video Event Recognition Using Kernel Methods with Multilevel Temporal Alignment (2008)

Dong Xu Shih-Fu Chang

key frame trecvid earth mover s distance pyramid feature extraction +7 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 134 citations Published 2008-11-01
Using a Hybrid Convolution Tree Kernel for Semantic Role Labeling (2008)

Wanxiang Che Min Zhang AiTi Aw ChewLim Tan Ting Liu Sheng Li

tree kernel string kernel polynomial kernel radial basis function kernel kernel embedding of distributions +6 more

ACM Transactions on Asian Language Information Processing 11 citations Published 2008-11-01
Robust Adaptive Gradient-Descent Training Algorithm for Recurrent Neural Networks in Discrete Time Domain (2008)

Qing Song Yilei Wu Yeng Chai Soh

backpropagation through time recurrent neural network backpropagation adaptive algorithm artificial neural network +6 more

IEEE Transactions on Neural Networks 78 citations Published 2008-11-01
Modality Mixture Projections for Semantic Video Event Detection (2008)

Jialie Shen Dacheng Tao Xuelong Li

video tracking trecvid object detection feature vector data compression +6 more

IEEE Transactions on Circuits and Systems for Video Technology 62 citations Published 2008-11-01
Linking structural equation modeling to Bayesian networks: Decision support for customer retention in virtual communities (2008)

Sumeet Gupta Hee-Woong Kim

influence diagram decision support system bayesian network bayesian inference customer retention +7 more

European Journal of Operational Research 80 citations Published 2008-11-01
Learning classifiers without negative examples: A reduction approach (2008)

Dell Zhang Wee Sun Lee

semi supervised learning active learning instance based learning stability unsupervised learning +7 more

2008 Third International Conference on Digital Information Management 13 citations Published 2008-11-01
GenSoFNN-Yager: A novel brain-inspired generic self-organizing neuro-fuzzy system realizing Yager inference (2008)

R. J. Oentaryo M. Pasquier C. Quek

adaptive neuro fuzzy inference system neuro fuzzy fuzzy set operations fuzzy logic inference +6 more

Expert Systems With Applications 22 citations Published 2008-11-01
Face Recognition Using Spatially Constrained Earth Mover's Distance (2008)

Dong Xu Shuicheng Yan Jiebo Luo

earth mover s distance similarity measure feret database image processing facial recognition system +7 more

IEEE Transactions on Image Processing 22 citations Published 2008-11-01
Document Image Retrieval through Word Shape Coding (2008)

Shijian Lu Linlin Li Chew Lim Tan

visual word document layout analysis document processing document clustering document retrieval +6 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 133 citations Published 2008-11-01
Cross-Dimensional Perceptual Quality Assessment for Low Bit-Rate Videos (2008)

Guangtao Zhai Jianfei Cai Weisi Lin Xiaokang Yang Wenjun Zhang M. Etoh

subjective video quality video quality frame rate encoder scenario testing +6 more

IEEE Transactions on Multimedia 143 citations Published 2008-11-01
Bias and Controversy in Evaluation Systems (2008)

H.W. Lauw Ee-Peng Lim Ke Wang

web 2 0 link analysis information retrieval machine learning computer science +7 more

IEEE Transactions on Knowledge and Data Engineering 25 citations Published 2008-11-01
Word2Image: towards visual interpreting of words (2008)

Haojie Li Jinhui Tang Guangda Li Tat-Seng Chua

semeval cluster analysis natural language processing information retrieval computer science +3 more

Proceedings of the 16th ACM international conference on Multimedia 26 citations Published 2008-10-26
Viewable scene modeling for geospatial video search (2008)

Sakire Arslan Ay Roger Zimmermann Seon Ho Kim

video tracking search engine indexing geospatial analysis metadata information retrieval +7 more

Proceedings of the 16th ACM international conference on Multimedia 113 citations Published 2008-10-26
SenseCoding: accelerometer-assisted motion estimation for efficient video encoding (2008)

Guangming Hong Ahmad Rahmati Ye Wang Lin Zhong

motion compensation motion estimation quarter pixel motion block matching algorithm video processing +6 more

Proceedings of the 16th ACM international conference on Multimedia 21 citations Published 2008-10-26

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An evaluation of Gabor orientation as a feature for face recognition (2008)

A Kernel-Induced Space Selection Approach to Model Selection in KLDA (2008)

A Hybrid PNN-GMM classification scheme for speech emotion recognition (2008)

A fast pruned-extreme learning machine for classification problem (2008)

Distributed source coding based encryption and lossless compression of gray scale and color images (2008)

Visualizing Multiwavelength Astrophysical Data (2008)

Video Event Recognition Using Kernel Methods with Multilevel Temporal Alignment (2008)

Using a Hybrid Convolution Tree Kernel for Semantic Role Labeling (2008)

Robust Adaptive Gradient-Descent Training Algorithm for Recurrent Neural Networks in Discrete Time Domain (2008)

Modality Mixture Projections for Semantic Video Event Detection (2008)

Linking structural equation modeling to Bayesian networks: Decision support for customer retention in virtual communities (2008)

Learning classifiers without negative examples: A reduction approach (2008)

GenSoFNN-Yager: A novel brain-inspired generic self-organizing neuro-fuzzy system realizing Yager inference (2008)

Face Recognition Using Spatially Constrained Earth Mover's Distance (2008)

Document Image Retrieval through Word Shape Coding (2008)

Cross-Dimensional Perceptual Quality Assessment for Low Bit-Rate Videos (2008)

Bias and Controversy in Evaluation Systems (2008)

Word2Image: towards visual interpreting of words (2008)

Viewable scene modeling for geospatial video search (2008)

SenseCoding: accelerometer-assisted motion estimation for efficient video encoding (2008)