Publications - Machine Learning SG

Enhancing HMM-based biomedical named entity recognition by studying special phenomena (2004)

Jie Zhang Dan Shen Guodong Zhou Jian Su Chew-Lim Tan

entity linking named entity recognition hidden markov model natural language processing speech recognition +7 more

Journal of Biomedical Informatics 88 citations Published 2004-12-01
Content based image retrieval using motif cooccurrence matrix (2004)

N. Jhanwar Subhasis Chaudhuri Guna Seetharaman Bertrand Y. Zavidovique

content based image retrieval pixel matrix pattern recognition grid +7 more

Image and Vision Computing 402 citations Published 2004-12-01
Automated breast masses segmentation in digitized mammograms (2004)

Han Zhang Say Wei Foo S.M. Krishnan Choon Hua Thng

image segmentation segmentation mammography pixel decision tree +6 more

IEEE International Workshop on Biomedical Circuits and Systems, 2004. 13 citations Published 2004-12-01
A rough set-based fault ranking prototype system for fault diagnosis (2004)

Qing Hui Wang Jing Rong Li

fault model knowledge extraction rough set ranking downtime +7 more

Engineering Applications of Artificial Intelligence 59 citations Published 2004-12-01
Salient region detection using weighted feature maps based on the human visual attention model (2004)

Yiqun Hu Xing Xie Wei-Ying Ma Liang-Tien Chia Deepu Rajan

feature salient image retrieval salience weighting +7 more

PCM'04 Proceedings of the 5th Pacific Rim Conference on Advances in Multimedia Information Processing - Volume Part II 156 citations Published 2004-11-30
HMM-Based audio keyword generation (2004)

Min Xu Ling-Yu Duan Jianfei Cai Liang-Tien Chia Changsheng Xu Qi Tian

audio signal audio mining hidden markov model support vector machine classifier +7 more

PCM'04 Proceedings of the 5th Pacific Rim conference on Advances in Multimedia Information Processing - Volume Part III 139 citations Published 2004-11-30
Fast and robust short video clip search for copy detection (2004)

Junsong Yuan Ling-Yu Duan Qi Tian Surendra Ranganath Changsheng Xu

video tracking video compression picture types multiview video coding video copy detection block matching algorithm +6 more

PCM'04 Proceedings of the 5th Pacific Rim Conference on Advances in Multimedia Information Processing - Volume Part II 22 citations Published 2004-11-30
Assessment of perfusion by dynamic contrast-enhanced imaging using a deconvolution approach based on regression and singular value decomposition (2004)

T.S. Koh X.Y. Wu L.H. Cheong C.C.T. Lim

deconvolution generalized singular value decomposition singular value decomposition regularization monte carlo method +7 more

IEEE Transactions on Medical Imaging 54 citations Published 2004-11-30
Fuzzy Rule-Based Systems Derived from Similarity to Prototypes (2004)

Włodzisław Duch Marcin Blachnik

membership function fuzzy classification fuzzy rule fuzzy logic probabilistic logic +5 more

international conference on neural information processing 27 citations Published 2004-11-22
Evaluation of Comprehensive Learning Particle Swarm Optimizer (2004)

Jing J. Liang A. Kai Qin Ponnuthurai Nagaratnam Suganthan S. Baskar

multi swarm optimization particle swarm optimization swarm intelligence evolutionary algorithm artificial neural network +6 more

international conference on neural information processing 64 citations Published 2004-11-22
Video-text extraction and recognition (2004)

Teo Boon Chen D. Ghosh S. Ranganath

uncompressed video text graph text segmentation image segmentation search engine indexing +7 more

2004 IEEE Region 10 Conference TENCON 2004. 16 citations Published 2004-11-21
Trajectory modeling in gesture recognition using CyberGloves/sup /spl reg// and magnetic trackers (2004)

N.Y.Y. Kevin S. Ranganath D. Ghosh

gesture recognition gesture robustness speech recognition trajectory +6 more

2004 IEEE Region 10 Conference TENCON 2004. 23 citations Published 2004-11-21
Objective distortion measure for binary images (2004)

J. Cheng A.C. Kot

pixel connectivity distortion binary image pixel image processing +7 more

2004 IEEE Region 10 Conference TENCON 2004. 13 citations Published 2004-11-21
Foreground motion detection by difference-based spatial temporal entropy image (2004)

Guo Jing Chng Eng Siong D. Rajan

motion detection motion estimation motion field background subtraction structure from motion +7 more

2004 IEEE Region 10 Conference TENCON 2004. 88 citations Published 2004-11-21
MP3-resistant music steganography based on dynamic range transform (2004)

P. Bao Xiaohu Ma

steganography digital watermarking embedding wavelet transform robustness +7 more

Proceedings of 2004 International Symposium on Intelligent Signal Processing and Communication Systems, 2004. ISPACS 2004. 26 citations Published 2004-11-18
Remote homolog detection using local sequence-structure correlations. (2004)

Yuna Hou Wynne Hsu Mong Li Lee Christopher Bystroff

structural classification of proteins database feature vector support vector machine hidden markov model pattern recognition +6 more

Proteins 70 citations Published 2004-11-15
Learning multi-time delay gene network using Bayesian network framework (2004)

Tie-Fei Liu Wing-Kin Sung A. Mittal

wake sleep algorithm bayesian network gene regulatory network synthetic data mutual information +5 more

16th IEEE International Conference on Tools with Artificial Intelligence 16 citations Published 2004-11-15
Document clustering based on cluster validation (2004)

Zheng-Yu Niu Dong-Hong Ji Chew-Lim Tan

document clustering cluster analysis k medians clustering determining the number of clusters in a data set feature selection +5 more

Proceedings of the thirteenth ACM international conference on Information and knowledge management 19 citations Published 2004-11-13
Control of a mobile robot using generalized dynamic fuzzy neural networks (2004)

Meng Joo Er Tien Peng Tan Sin Yee Loh

neuro fuzzy adaptive neuro fuzzy inference system controller fuzzy control system fuzzy electronics +7 more

Microprocessors and Microsystems 32 citations Published 2004-11-02
Temporal wavelet analysis for deformation and velocity measurement in speckle interferometry (2004)

Yu Fu Cho Jui Tay Chenggen Quan Lujie Chen

speckle pattern speckle noise electronic speckle pattern interferometry speckle imaging wavelet +6 more

Optical Engineering 60 citations Published 2004-11-01

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Enhancing HMM-based biomedical named entity recognition by studying special phenomena (2004)

Content based image retrieval using motif cooccurrence matrix (2004)

Automated breast masses segmentation in digitized mammograms (2004)

A rough set-based fault ranking prototype system for fault diagnosis (2004)

Salient region detection using weighted feature maps based on the human visual attention model (2004)

HMM-Based audio keyword generation (2004)

Fast and robust short video clip search for copy detection (2004)

Assessment of perfusion by dynamic contrast-enhanced imaging using a deconvolution approach based on regression and singular value decomposition (2004)

Fuzzy Rule-Based Systems Derived from Similarity to Prototypes (2004)

Evaluation of Comprehensive Learning Particle Swarm Optimizer (2004)

Video-text extraction and recognition (2004)

Trajectory modeling in gesture recognition using CyberGloves/sup /spl reg// and magnetic trackers (2004)

Objective distortion measure for binary images (2004)

Foreground motion detection by difference-based spatial temporal entropy image (2004)

MP3-resistant music steganography based on dynamic range transform (2004)

Remote homolog detection using local sequence-structure correlations. (2004)

Learning multi-time delay gene network using Bayesian network framework (2004)

Document clustering based on cluster validation (2004)

Control of a mobile robot using generalized dynamic fuzzy neural networks (2004)

Temporal wavelet analysis for deformation and velocity measurement in speckle interferometry (2004)