Publications - Machine Learning SG

The application of nonstandard support vector machine in tool condition monitoring system (2004)

J. Sun G.S. Hong M. Rahman Y.S. Wong

evaluation function machine tool condition monitoring support vector machine artificial neural network +7 more

Second IEEE International Workshop on Electronic Design, Test and Applications 15 citations Published 2004-01-28
A new method for eye extraction from facial image (2004)

Xiaoyun Deng Chip-Hong Chang E. Brandle

face detection facial recognition system image segmentation feature extraction edge detection +5 more

Second IEEE International Workshop on Electronic Design, Test and Applications 13 citations Published 2004-01-28
Multilevel video representation with application to keyframe extraction (2004)

Xiao-Dong Yu Lei Wang Qi Tian Ping Xue

video content analysis video tracking automatic summarization image retrieval contextual image classification +7 more

10th International Multimedia Modelling Conference, 2004. Proceedings. 88 citations Published 2004-01-05
Wavelet transform domain data embedding in a medical image (2004)

S. Dandapat J. Xu O. Chutatape S.M. Krishnan

wavelet transform wavelet peak signal to noise ratio distortion embedding +6 more

The 26th Annual International Conference of the IEEE Engineering in Medicine and Biology Society 18 citations Published 2004-01-01
Training Neural Networks to Detect Freeway Incidents by Using Particle Swarm Optimization (2004)

Ruey Long Cheu Dipti Srinivasan Wee Hoon Loo

false alarm constant false alarm rate particle swarm optimization backpropagation artificial neural network +6 more

Transportation Research Record 17 citations Published 2004-01-01
Texture decomposition by harmonics extraction from higher order statistics (2004)

Yong Huang Kap Luk Chan

higher order statistics image texture harmonic harmonics autocorrelation +7 more

IEEE Transactions on Image Processing 253 citations Published 2004-01-01
Rapid detection of conserved regions in protein sequences using wavelets. (2004)

Arun Krishnan Kuo-Bin Li Praveen Issac

wavelet wavelet transform accessible surface area nearest neighbor search pattern recognition +6 more

in Silico Biology 23 citations Published 2004-01-01
On Quantitative Evaluation of Clustering Systems. (2004)

Ji He Ah-Hwee Tan Chew Lim Tan Sam Yuan Sung

cluster analysis document classification image segmentation adaptive resonance theory data mining +7 more

Clustering and Information Retrieval 159 citations Published 2004-01-01
Multi-Class Protein Fold Recognition Using Multi-Objective Evolutionary Algorithms (2004)

Stanley Y. M. Shi P. N. Suganthan Kalyanmoy Deb

feature multiclass classification pattern recognition threading feature selection +7 more

Proceedings of the 2004 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, CIBCB'04 12 citations Published 2004-01-01
Improved MDL Score for Learning of Bayesian Networks (2004)

Zheng Yun

variable order bayesian network bayesian network minimum description length wake sleep algorithm dynamic bayesian network +6 more

11 citations Published 2004-01-01
Image content authentication using pinned sine transform (2004)

Anthony T. S. Ho Xunzhan Zhu Yong Liang Guan

watermark digital watermarking image processing discrete cosine transform digital image +7 more

EURASIP Journal on Advances in Signal Processing 26 citations Published 2004-01-01
Graphical Approach to Weak Motif Recognition (2004)

Xiao Yang Jagath C. Rajapakse

eukaryotic linear motif resource multiple em for motif elicitation sequence motif dna binding site motif +7 more

Genome Informatics 14 citations Published 2004-01-01
Global exponential stability of discrete-time neural networks for constrained quadratic optimization (2004)

Kay Chen Tan Huajin Tang Z. Yi

stochastic neural network feedforward neural network recurrent neural network types of artificial neural networks quadratic programming +6 more

Neurocomputing 52 citations Published 2004-01-01
Face recognition by applying wavelet subband representation and kernel associative memory (2004)

Bai-Ling Zhang Haihong Zhang Shuzhi Sam Ge

facial recognition system content addressable memory kernel method feature vector autoassociative memory +7 more

IEEE Transactions on Neural Networks 351 citations Published 2004-01-01
Evolvable Hardware in Evolutionary Robotics (2004)

K. C. Tan L. F. Wang T. H. Lee P. Vadakkepat

evolvable hardware evolutionary robotics evolutionary algorithm evolutionary computation robot +6 more

Autonomous Robots 13 citations Published 2004-01-01
Effectiveness of Simple Linguistic Processing in Automatic Sentiment Classification of Product Reviews (2004)

Yunyun Zhou Christopher S. G. Khoo Jin-Cheon Na Haiyang Sui Syin Chan

sentiment analysis phrase deep linguistic processing adverb support vector machine +7 more

99 citations Published 2004-01-01
Contrast adaptive binarization of low quality document images (2004)

Meng-Ling Feng Yap-Peng Tan

optical character recognition computer vision computer science artificial intelligence image contrast +3 more

IEICE Electronics Express 100 citations Published 2004-01-01
Complex dynamics of epileptic EEG (2004)

N. Kannathal S.K. Puthusserypady Lim Choo Min

correlation dimension hurst exponent lyapunov exponent electroencephalography fractal +7 more

The 26th Annual International Conference of the IEEE Engineering in Medicine and Biology Society 20 citations Published 2004-01-01
Chinese word segmentation and its effect on information retrieval (2004)

Schubert Foo Hui Li

scale space segmentation segmentation based object categorization text segmentation segmentation search engine indexing +7 more

Information Processing and Management 166 citations Published 2004-01-01
Bayesian support vector regression using a unified loss function (2004)

Wei Chu S.S. Keerthi Chong Jin Ong

bayesian linear regression relevance vector machine least squares support vector machine bayesian multivariate linear regression maximum a posteriori estimation +7 more

IEEE Transactions on Neural Networks 140 citations Published 2004-01-01

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The application of nonstandard support vector machine in tool condition monitoring system (2004)

A new method for eye extraction from facial image (2004)

Multilevel video representation with application to keyframe extraction (2004)

Wavelet transform domain data embedding in a medical image (2004)

Training Neural Networks to Detect Freeway Incidents by Using Particle Swarm Optimization (2004)

Texture decomposition by harmonics extraction from higher order statistics (2004)

Rapid detection of conserved regions in protein sequences using wavelets. (2004)

On Quantitative Evaluation of Clustering Systems. (2004)

Multi-Class Protein Fold Recognition Using Multi-Objective Evolutionary Algorithms (2004)

Improved MDL Score for Learning of Bayesian Networks (2004)

Image content authentication using pinned sine transform (2004)

Graphical Approach to Weak Motif Recognition (2004)

Global exponential stability of discrete-time neural networks for constrained quadratic optimization (2004)

Face recognition by applying wavelet subband representation and kernel associative memory (2004)

Evolvable Hardware in Evolutionary Robotics (2004)

Effectiveness of Simple Linguistic Processing in Automatic Sentiment Classification of Product Reviews (2004)

Contrast adaptive binarization of low quality document images (2004)

Complex dynamics of epileptic EEG (2004)

Chinese word segmentation and its effect on information retrieval (2004)

Bayesian support vector regression using a unified loss function (2004)