Publications - Machine Learning SG

Self-Organizing Gaussian Fuzzy CMAC with Truth Value Restriction (2005)

M.N. Nguyen D. Shi C. Quek

defuzzification fuzzy logic fuzzy rule fuzzy set cerebellar model articulation controller +5 more

Third International Conference on Information Technology and Applications (ICITA'05) 14 citations Published 2005-07-04
Visual distortion gauge based on discrimination of noticeable contrast changes (2005)

W. Lin Li Dong Ping Xue

human visual system model visual perception distortion image quality image processing +6 more

IEEE Transactions on Circuits and Systems for Video Technology 105 citations Published 2005-07-01
Progressive color visual cryptography (2005)

Duo Jin Wei-Qi Yan Mohan S. Kankanhalli

visual cryptography color image ciphertext binary image image restoration +6 more

Journal of Electronic Imaging 188 citations Published 2005-07-01
POP-Yager: A novel self-organizing fuzzy neural network based on the Yager inference (2005)

C. Quek A. Singh

adaptive neuro fuzzy inference system neuro fuzzy fuzzy set operations fuzzy classification fuzzy number +6 more

Expert Systems With Applications 31 citations Published 2005-07-01
Optimum positioning of an underwater intervention robot to maximise workspace manipulability (2005)

T. Asokan G. Seet M. Lau E. Low

mobile manipulator workspace robotics robot subsea +7 more

Mechatronics 14 citations Published 2005-07-01
Fingerprint minutiae matching using the adjacent feature vector (2005)

Xifeng Tong Jianhua Huang Xianglong Tang Daming Shi

minutiae fingerprint verification competition fingerprint recognition fingerprint feature vector +7 more

Pattern Recognition Letters 54 citations Published 2005-07-01
Fast intermode decision in H.264/AVC video coding (2005)

D. Wu F. Pan K.P. Lim S. Wu Z.G. Li X. Lin S. Rahardja C.C. Ko

coding tree unit context adaptive binary arithmetic coding macroblock rate distortion optimization coding gain +7 more

IEEE Transactions on Circuits and Systems for Video Technology 391 citations Published 2005-07-01
Data dimensionality reduction with application to improving classification performance and explaining concepts of data sets (2005)

Xiuju Fu Lipo Wang

knowledge extraction feature selection ranking classifier artificial neural network +7 more

International Journal of Business Intelligence and Data Mining 19 citations Published 2005-07-01
Color clustering and learning for image segmentation based on neural networks (2005)

Guo Dong Ming Xie

color image color histogram color space color balance image segmentation +7 more

IEEE Transactions on Neural Networks 259 citations Published 2005-07-01
A new motion histogram to index motion content in video segments (2005)

Haoran Yi Deepu Rajan Liang-Tien Chia

motion estimation quarter pixel motion motion compensation block matching algorithm histogram matching +7 more

Pattern Recognition Letters 62 citations Published 2005-07-01
Compliant motion using a mobile manipulator: an operational space formulation approach to aircraft canopy polishing (2005)

Rodrigo S. Jamisola Denny N. Oetomo Marcelo H. Ang Oussama Khatib Tao Ming Lim Ser Yong Lim

mobile manipulator aircraft canopy robotics robot joystick +7 more

Advanced Robotics 22 citations Published 2005-06-30
Word Sense Disambiguation Using Label Propagation Based Semi-Supervised Learning (2005)

Zheng-Yu Niu Dong-Hong Ji Chew Lim Tan

semi supervised learning semeval support vector machine bootstrapping natural language processing +7 more

Proceedings of the 43rd Annual Meeting of the Association for Computational Linguistics (ACL'05) 139 citations Published 2005-06-25
Sufficiency verification of HIV-1 pathogenesis based on multi-agent simulation (2005)

Guo Zaiyi Han Hann Kwang Tay Joc Cing

population mechanism scientific modelling null model adaptive response +6 more

Proceedings of the 7th annual conference on Genetic and evolutionary computation 17 citations Published 2005-06-25
Learning Semantic Classes for Word Sense Disambiguation (2005)

Upali Sathyajith Kohomban Wee Sun Lee

semeval heuristics scalability natural language processing computer science +4 more

Proceedings of the 43rd Annual Meeting of the Association for Computational Linguistics (ACL'05) 92 citations Published 2005-06-25
Improving Pronoun Resolution Using Statistics-Based Semantic Compatibility Information (2005)

Xiaofeng Yang Jian Su Chew Lim Tan

semantic computing semantic similarity social semantic web semantic grid semantic technology +8 more

Proceedings of the 43rd Annual Meeting of the Association for Computational Linguistics (ACL'05) 64 citations Published 2005-06-25
Exploring Various Knowledge in Relation Extraction (2005)

GuoDong Zhou Jian Su Jie Zhang Min Zhang

relationship extraction chunking phrase chunking tree kernel wordnet +7 more

Proceedings of the 43rd Annual Meeting of the Association for Computational Linguistics (ACL'05) 749 citations Published 2005-06-25
Scalable video coding with grid motion estimation and compensation (2005)

Zhengguo Li Xiaokang Yang Keng Pang Lim Xiao Lin Susanto Rahardja Feng Pan

motion compensation quarter pixel motion motion estimation motion vector scalable video coding +6 more

50 citations Published 2005-06-23
Comparison of extreme learning machine with support vector machine for text classification (2005)

Ying Liu Han Tong Loh Shu Beng Tor

extreme learning machine structured support vector machine ranking svm online machine learning active learning +6 more

IEA/AIE'2005 Proceedings of the 18th international conference on Innovations in Applied Artificial Intelligence 18 citations Published 2005-06-22
Top-down and bottom-up strategies in lesion detection of background diabetic retinopathy (2005)

Xiaohui Zhang O. Chutatape

cotton wool spots object detection color space retinopathy lesion +6 more

2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05) 117 citations Published 2005-06-20
Learning a multi-size patch-based hybrid kernel machine ensemble for abnormal region detection in colonoscopic images (2005)

P. Li K.L. Chan S.M. Krishnan

support vector machine contextual image classification image segmentation discriminative model classifier +7 more

2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05) 22 citations Published 2005-06-20

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Self-Organizing Gaussian Fuzzy CMAC with Truth Value Restriction (2005)

Visual distortion gauge based on discrimination of noticeable contrast changes (2005)

Progressive color visual cryptography (2005)

POP-Yager: A novel self-organizing fuzzy neural network based on the Yager inference (2005)

Optimum positioning of an underwater intervention robot to maximise workspace manipulability (2005)

Fingerprint minutiae matching using the adjacent feature vector (2005)

Fast intermode decision in H.264/AVC video coding (2005)

Data dimensionality reduction with application to improving classification performance and explaining concepts of data sets (2005)

Color clustering and learning for image segmentation based on neural networks (2005)

A new motion histogram to index motion content in video segments (2005)

Compliant motion using a mobile manipulator: an operational space formulation approach to aircraft canopy polishing (2005)

Word Sense Disambiguation Using Label Propagation Based Semi-Supervised Learning (2005)

Sufficiency verification of HIV-1 pathogenesis based on multi-agent simulation (2005)

Learning Semantic Classes for Word Sense Disambiguation (2005)

Improving Pronoun Resolution Using Statistics-Based Semantic Compatibility Information (2005)

Exploring Various Knowledge in Relation Extraction (2005)

Scalable video coding with grid motion estimation and compensation (2005)

Comparison of extreme learning machine with support vector machine for text classification (2005)

Top-down and bottom-up strategies in lesion detection of background diabetic retinopathy (2005)

Learning a multi-size patch-based hybrid kernel machine ensemble for abnormal region detection in colonoscopic images (2005)