Publications - Machine Learning SG

Script identification of camera-based images (2008)

Linlin Li Chew Lim Tan

optical character recognition perspective distortion pixel histogram distortion +7 more

2008 19th International Conference on Pattern Recognition 18 citations Published 2008-12-01
Research Article: Sparse optimal scoring for multiclass cancer diagnosis and biomarker detection using microarray data (2008)

Chenlei Leng

multiclass classification linear discriminant analysis classifier data set pattern recognition +6 more

Computational Biology and Chemistry 31 citations Published 2008-12-01
Recognizing Rotated Faces From Frontal and Side Views: An Approach Toward Effective Use of Mugshot Databases (2008)

Xiaozheng Zhang Yongsheng Gao Maylor Leung

three dimensional face recognition facial recognition system texture synthesis computer vision photography +5 more

IEEE Transactions on Information Forensics and Security 78 citations Published 2008-12-01
Performance evaluation of SVM based semi-supervised classification algorithm (2008)

N.S. Chaudhari A. Tiwari J. Thomas

statistical classification support vector machine iris flower data set kernel method cluster analysis +8 more

2008 10th International Conference on Control, Automation, Robotics and Vision 14 citations Published 2008-12-01
Neurolinguistic approach to natural language processing with applications to medical text analysis (2008)

Włodzisław Duch Paweł Matykiewicz John Pestian

semantic network semantics unified medical language system knowledge representation and reasoning natural language +6 more

Neural Networks 51 citations Published 2008-12-01
Letters: Energy demand prediction using GMDH networks (2008)

Dipti Srinivasan

demand forecasting electric power industry group method of data handling artificial neural network self organizing network +7 more

Neurocomputing 142 citations Published 2008-12-01
Image-based façade modeling (2008)

Jianxiong Xiao Tian Fang Ping Tan Peng Zhao Eyal Ofek Long Quan

facade structure from motion point cloud developable surface directed acyclic graph +7 more

ACM Transactions on Graphics (TOG) 214 citations Published 2008-12-01
Hemorrhage slices detection in brain CT images (2008)

Ruizhe Liu Chew Lim Tan Tze Yun Leong Cheng Kiang Lee Boon Chuan Pang C.C.T. Lim Qi Tian Suisheng Tang Zhuo Zhang

object detection motion blur tomography neurophysiology computer vision +5 more

2008 19th International Conference on Pattern Recognition 22 citations Published 2008-12-01
Hand gesture recognition and tracking based on distributed locally linear embedding (2008)

S. S. Ge Y. Yang T. H. Lee

gesture recognition nonlinear dimensionality reduction gesture probabilistic neural network embedding +6 more

Image and Vision Computing 113 citations Published 2008-12-01
Explaining inferences in Bayesian networks (2008)

Ghim-Eng Yap Ah-Hwee Tan Hwee-Hwa Pang

markov blanket bayesian network missing data markov chain decision tree +7 more

Applied Intelligence 56 citations Published 2008-12-01
Efficient video text detection using edge features (2008)

P. Shivakumara Weihua Huang Chew Lim Tan

edge detection image processing edge enhancement image texture feature detection +7 more

2008 19th International Conference on Pattern Recognition 81 citations Published 2008-12-01
Detecting moving text in video using temporal information (2008)

Weihua Huang P. Shivakumara Chew Lim Tan

video tracking motion compensation block matching algorithm scrolling object detection +6 more

2008 19th International Conference on Pattern Recognition 17 citations Published 2008-12-01
Design of ensemble neural network using the Akaike information criterion (2008)

Zhiye Zhao Yun Zhang Hongjian Liao

probabilistic neural network ensemble learning stochastic neural network artificial neural network akaike information criterion +4 more

Engineering Applications of Artificial Intelligence 57 citations Published 2008-12-01
Correlation Metric for Generalized Feature Extraction (2008)

Yun Fu Shuicheng Yan T.S. Huang

hypersphere euclidean distance feature extraction graph embedding kernel method +6 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 160 citations Published 2008-12-01
Cooperative co-evolution of GA-based classifiers based on input decomposition (2008)

Fangming Zhu Sheng-Uei Guan

soft computing genetic algorithm application domain data mining machine learning +4 more

Engineering Applications of Artificial Intelligence 23 citations Published 2008-12-01
Computer-Based Identification of Breast Cancer Using Digitized Mammograms (2008)

Rajendra Acharya U E. Y. Ng Y. H. Chang J. Yang G. J. Kaw

mammography breast cancer breast cancer screening cancer image processing +8 more

Journal of Medical Systems 19 citations Published 2008-12-01
Character recognition under severe perspective distortion (2008)

Linlin Li Chew Lim Tan

perspective distortion dynamic time warping distortion optical character recognition pattern recognition +7 more

2008 19th International Conference on Pattern Recognition 11 citations Published 2008-12-01
Automatic working area classification in peripheral blood smears using spatial distribution features across scales (2008)

W. Xiong S.H. Ong J.H. Lim N.N. Tung J. Liu D. Racoceanu K. Tan A. Chong K. Foong

feature extraction support vector machine computer vision kernel computer science +6 more

2008 19th International Conference on Pattern Recognition 12 citations Published 2008-12-01
Automatic generation of fuzzy inference systems via unsupervised learning (2008)

Meng Joo Er Yi Zhou

unsupervised learning fuzzy control system fuzzy logic reinforcement learning cluster analysis +6 more

Neural Networks 23 citations Published 2008-12-01
Application of Higher Order Spectra for the Identification of Diabetes Retinopathy Stages (2008)

Rajendra Acharya U Chua Kuang Chua E. Y. Ng Wenwei Yu Caroline Chee

diabetic retinopathy support vector machine classifier eye disease image processing +7 more

Journal of Medical Systems 175 citations Published 2008-12-01

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Script identification of camera-based images (2008)

Research Article: Sparse optimal scoring for multiclass cancer diagnosis and biomarker detection using microarray data (2008)

Recognizing Rotated Faces From Frontal and Side Views: An Approach Toward Effective Use of Mugshot Databases (2008)

Performance evaluation of SVM based semi-supervised classification algorithm (2008)

Neurolinguistic approach to natural language processing with applications to medical text analysis (2008)

Letters: Energy demand prediction using GMDH networks (2008)

Image-based façade modeling (2008)

Hemorrhage slices detection in brain CT images (2008)

Hand gesture recognition and tracking based on distributed locally linear embedding (2008)

Explaining inferences in Bayesian networks (2008)

Efficient video text detection using edge features (2008)

Detecting moving text in video using temporal information (2008)

Design of ensemble neural network using the Akaike information criterion (2008)

Correlation Metric for Generalized Feature Extraction (2008)

Cooperative co-evolution of GA-based classifiers based on input decomposition (2008)

Computer-Based Identification of Breast Cancer Using Digitized Mammograms (2008)

Character recognition under severe perspective distortion (2008)

Automatic working area classification in peripheral blood smears using spatial distribution features across scales (2008)

Automatic generation of fuzzy inference systems via unsupervised learning (2008)

Application of Higher Order Spectra for the Identification of Diabetes Retinopathy Stages (2008)