Publications - Machine Learning SG

Detecting femur fractures by texture analysis of trabeculae (2004)

Dennis Wen-Hsiang Yap Ying Chen Wee Kheng Leow Tet Sen Howe Meng Ai Png

image texture object detection femur contextual image classification computer vision +4 more

Proceedings of the 17th International Conference on Pattern Recognition, 2004. ICPR 2004. 59 citations Published 2004-08-23
Detecting abnormal regions in colonoscopic images by patch-based classifier ensemble (2004)

Peng Li Kap Luk Chan S.M. Krishnan Yan Gao

support vector machine contextual image classification supervised learning classifier pattern recognition +5 more

Proceedings of the 17th International Conference on Pattern Recognition, 2004. ICPR 2004. 11 citations Published 2004-08-23
Cascading use of soft and hard matching pattern rules for weakly supervised information extraction (2004)

Jing Xiao Tat-Seng Chua Hang Cui

rule induction information extraction bootstrapping probabilistic logic natural language +6 more

COLING '04 Proceedings of the 20th international conference on Computational Linguistics 13 citations Published 2004-08-23
An NP-cluster based approach to coreference resolution (2004)

Xiaofeng Yangy Jian Su Guodong Zhou Chew Lim Tan

coreference supervised learning precision and recall machine learning computer science +3 more

COLING '04 Proceedings of the 20th international conference on Computational Linguistics 114 citations Published 2004-08-23
Adjacent orientation vector based fingerprint minutiae matching system (2004)

G.S. Ng X. Tong X. Tang D. Shi

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

Proceedings of the 17th International Conference on Pattern Recognition, 2004. ICPR 2004. 17 citations Published 2004-08-23
A novel kernel prototype-based learning algorithm (2004)

A.K. Qin P.N. Suganthan

radial basis function kernel learning vector quantization polynomial kernel tree kernel kernel method +7 more

Proceedings of the 17th International Conference on Pattern Recognition, 2004. ICPR 2004. 66 citations Published 2004-08-23
A hybrid watermarking scheme for H.264/AVC video (2004)

Gang Qiu P. Marziliano A.T.S. Ho Dajun He Qibin Sun

watermark digital watermarking discrete cosine transform embedding authentication +6 more

Proceedings of the 17th International Conference on Pattern Recognition, 2004. ICPR 2004. 191 citations Published 2004-08-23
Image segmentation using finite mixtures and spatial information (2004)

Xiangyu Yang Shankar M. Krishnan

scale space segmentation segmentation based object categorization image segmentation mixture model determining the number of clusters in a data set +6 more

Image and Vision Computing 28 citations Published 2004-08-20
Novel Self-Organizing Takagi Sugeno Kang Fuzzy Neural Networks Based on ART-like Clustering (2004)

Di Wang Chai Quek Geok See Ng

neuro fuzzy fuzzy set operations fuzzy number fuzzy classification defuzzification +6 more

Neural Processing Letters 34 citations Published 2004-08-01
IMPROVED ELMAN NETWORKS AND APPLICATIONS FOR CONTROLLING ULTRASONIC MOTORS (2004)

Xiaohu Shi Yanchun Liang H. P. Lee W. Z. Lin X. Xu S. P. Lim

controller lyapunov stability network model ultrasonic motor adaptive learning +5 more

Applied Artificial Intelligence 75 citations Published 2004-08-01
Fuzzy behavior-based control of mobile robots (2004)

P. Vadakkepat Ooi Chia Miin Xiao Peng Tong Heng Lee

robot control mobile robot fuzzy control system robot fuzzy logic +6 more

IEEE Transactions on Fuzzy Systems 110 citations Published 2004-08-01
Fast motion re-estimation for arbitrary downsizing video transcoding using H.264/AVC standard (2004)

Yap-Peng Tan Haiwei Sun

video post processing video quality motion compensation block matching algorithm scalable video coding +6 more

IEEE Transactions on Consumer Electronics 51 citations Published 2004-08-01
Development of virtual sound imaging system using triple elevated speakers (2004)

Jun Yang Woon-Seng Gan See-Ee Tang

inverse filter loudspeaker robustness filter virtual reality +7 more

IEEE Transactions on Consumer Electronics 12 citations Published 2004-08-01
3D characterization and localization of anatomical landmarks of the foot by FastSCAN (2004)

Xiang Liu Wangdo Kim Burkhard Drerup

statistical shape analysis shape analysis body surface curvature mean curvature +6 more

Real-time Imaging 20 citations Published 2004-08-01
Text classification by labeling words (2004)

Bing Liu Xiaoli Li Wee Sun Lee Philip S. Yu

cluster analysis classifier feature selection ranking machine learning +5 more

AAAI'04 Proceedings of the 19th national conference on Artifical intelligence 224 citations Published 2004-07-25
MS-TSKfnn: novel Takagi-Sugeno-Kang fuzzy neural network using ART like clustering (2004)

D. Wang C. Quek G.S. Ng

neuro fuzzy adaptive neuro fuzzy inference system fuzzy rule time delay neural network cluster analysis +6 more

2004 IEEE International Joint Conference on Neural Networks (IEEE Cat. No.04CH37541) 11 citations Published 2004-07-25
Mammographic mass detection by vicinal support vector machine (2004)

Aize Cao Qing Song Xulei Yang Sheng Liu Chengyi Guo

support vector machine kernel method feature vector receiver operating characteristic kernel +7 more

2004 IEEE International Joint Conference on Neural Networks (IEEE Cat. No.04CH37541) 13 citations Published 2004-07-25
FALCON: a fusion architecture for learning, cognition, and navigation (2004)

Ah-Hwee Tan

cognitive model autonomous agent artificial neural network scalability robustness +5 more

2004 IEEE International Joint Conference on Neural Networks (IEEE Cat. No.04CH37541) 98 citations Published 2004-07-25
Extreme learning machine: a new learning scheme of feedforward neural networks (2004)

Guang-Bin Huang Qin-Yu Zhu Chee-Kheong Siew

extreme learning machine artificial neural network wake sleep algorithm competitive learning feedforward neural network +6 more

2004 IEEE International Joint Conference on Neural Networks (IEEE Cat. No.04CH37541) 3,737 citations Published 2004-07-25
Construction of fuzzy signature from data: an example of SARS pre-clinical diagnosis system (2004)

Kok Wai Wong T. Gedeon L. Koczy

neuro fuzzy fuzzy logic fuzzy set fuzzy control system decision model +7 more

2004 IEEE International Conference on Fuzzy Systems (IEEE Cat. No.04CH37542) 55 citations Published 2004-07-25

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Detecting femur fractures by texture analysis of trabeculae (2004)

Detecting abnormal regions in colonoscopic images by patch-based classifier ensemble (2004)

Cascading use of soft and hard matching pattern rules for weakly supervised information extraction (2004)

An NP-cluster based approach to coreference resolution (2004)

Adjacent orientation vector based fingerprint minutiae matching system (2004)

A novel kernel prototype-based learning algorithm (2004)

A hybrid watermarking scheme for H.264/AVC video (2004)

Image segmentation using finite mixtures and spatial information (2004)

Novel Self-Organizing Takagi Sugeno Kang Fuzzy Neural Networks Based on ART-like Clustering (2004)

IMPROVED ELMAN NETWORKS AND APPLICATIONS FOR CONTROLLING ULTRASONIC MOTORS (2004)

Fuzzy behavior-based control of mobile robots (2004)

Fast motion re-estimation for arbitrary downsizing video transcoding using H.264/AVC standard (2004)

Development of virtual sound imaging system using triple elevated speakers (2004)

3D characterization and localization of anatomical landmarks of the foot by FastSCAN (2004)

Text classification by labeling words (2004)

MS-TSKfnn: novel Takagi-Sugeno-Kang fuzzy neural network using ART like clustering (2004)

Mammographic mass detection by vicinal support vector machine (2004)

FALCON: a fusion architecture for learning, cognition, and navigation (2004)

Extreme learning machine: a new learning scheme of feedforward neural networks (2004)

Construction of fuzzy signature from data: an example of SARS pre-clinical diagnosis system (2004)