Publications - Machine Learning SG

Real-time human action recognition by luminance field trajectory analysis (2008)

Zhu Li Yun Fu Thomas Huang Shuicheng Yan

video tracking video content analysis 3d single object recognition activity recognition information extraction +6 more

Proceedings of the 16th ACM international conference on Multimedia 53 citations Published 2008-10-26
Near-duplicate keyframe retrieval by nonrigid image matching (2008)

Jianke Zhu Steven C.H. Hoi Michael R. Lyu Shuicheng Yan

image retrieval semi supervised learning ranking pattern recognition computer vision +6 more

Proceedings of the 16th ACM international conference on Multimedia 119 citations Published 2008-10-26
Integrated graph-based semi-supervised multiple/single instance learning framework for image annotation (2008)

Jinhui Tang Haojie Li Guo-Jun Qi Tat-Seng Chua

automatic image annotation image retrieval instance based learning machine learning computer science +4 more

Proceedings of the 16th ACM international conference on Multimedia 16 citations Published 2008-10-26
Word Sense Disambiguation Using OntoNotes: An Empirical Study (2008)

Zhi Zhong Hwee Tou Ng Yee Seng Chan

wordnet active learning natural language processing empirical research computer science +4 more

Proceedings of the 2008 Conference on Empirical Methods in Natural Language Processing 21 citations Published 2008-10-25
Decomposability of Translation Metrics for Improved Evaluation and Efficient Algorithms (2008)

David Chiang Steve DeNeefe Yee Seng Chan Hwee Tou Ng

machine translation bleu word error rate de facto standard natural language processing +4 more

Proceedings of the 2008 Conference on Empirical Methods in Natural Language Processing 60 citations Published 2008-10-25
A Generative Model for Parsing Natural Language to Meaning Representations (2008)

Wei Lu Hwee Tou Ng Wee Sun Lee Luke S. Zettlemoyer

generative model parsing natural language discriminative model natural language processing +5 more

Proceedings of the 2008 Conference on Empirical Methods in Natural Language Processing 145 citations Published 2008-10-25
Feature Selection Based on the Rough Set Theory and Expectation-Maximization Clustering Algorithm (2008)

Farideh Fazayeli Lipo Wang Jacek Mandziuk

minimum redundancy feature selection dominance based rough set approach feature selection feature rough set +7 more

RSCTC '08 Proceedings of the 6th International Conference on Rough Sets and Current Trends in Computing 30 citations Published 2008-10-23
Discriminative Locality Alignment (2008)

Tianhao Zhang Dacheng Tao Jie Yang

dimensionality reduction linear discriminant analysis discriminative model weighting clustering high dimensional data +6 more

ECCV '08 Proceedings of the 10th European Conference on Computer Vision: Part I 150 citations Published 2008-10-20
Online pathological tremor characterization using extended Kalman filtering (2008)

Antonio P. L. Bo Philippe Poignet Ferdinan Widjaja Wei T. Ang

extended kalman filter invariant extended kalman filter kalman filter spectrogram acceleration +7 more

2008 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society 15 citations Published 2008-10-14
Multiclass voluntary facial expression classification based on Filter Bank Common Spatial Pattern (2008)

Zheng Yang Chin Kai Keng Ang Cuntai Guan

facial expression brain computer interface motor imagery classifier electroencephalography +7 more

2008 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society 16 citations Published 2008-10-14
Medical image segmentation using watershed segmentation with texture-based region merging (2008)

H.P. Ng S. Huang S.H. Ong K.W.C. Foong P.S. Goh W.L. Nowinski

image segmentation scale space segmentation region growing segmentation based object categorization image texture +7 more

2008 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society 26 citations Published 2008-10-14
Level-set based automatic cup-to-disc ratio determination using retinal fundus images in ARGALI (2008)

D. W. K. Wong J. Liu J.H. Lim X. Jia F. Yin H. Li T. Y. Wong

cup to disc ratio optic disc mass screening fundus glaucoma +6 more

2008 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society 194 citations Published 2008-10-14
Automatic working area classification in peripheral blood smears without cell central zone extraction (2008)

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

computer vision automation medicine artificial intelligence azure stains +2 more

2008 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society 11 citations Published 2008-10-14
Automatic wheeze detection using histograms of sample entropy (2008)

Feng Jin Farook Sattar Daniel Y.T. Goh

sample entropy spectrogram histogram distortion wheeze +6 more

2008 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society 22 citations Published 2008-10-14
An adaptive filter bank for motor imagery based Brain Computer Interface (2008)

Kavitha P. Thomas Cuntai Guan Lau Chiew Tong Vinod A. Prasad

adaptive filter filter bank motor imagery finite impulse response decimation +6 more

2008 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society 21 citations Published 2008-10-14
A random set formulation for Bayesian SLAM (2008)

J. Mullane Ba-Ngu Vo M.D. Adams W.S. Wijesoma

kalman filter gaussian process feature extraction robotic mapping filter +6 more

2008 IEEE/RSJ International Conference on Intelligent Robots and Systems 62 citations Published 2008-10-14
A clinical evaluation on the spatial patterns of non-invasive motor imagery-based brain-computer interface in stroke (2008)

Kai Keng Ang Cuntai Guan Karen Sui Geok Chua Beng Ti Ang Christopher Kuah Chuanchu Wang Kok Soon Phua Zheng Yang Chin Haihong Zhang

motor imagery finger tapping electroencephalography brain computer interface stroke +7 more

2008 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society 12 citations Published 2008-10-14
Output Regularized Metric Learning with Side Information (2008)

Wei Liu Steven C. Hoi Jianzhuang Liu

metric semi supervised learning string metric visual word image retrieval +6 more

ECCV '08 Proceedings of the 10th European Conference on Computer Vision: Part III 11 citations Published 2008-10-12
Dialogue system and a method for executing a fully mixed initiative dialogue (FMID) interaction between a human and a machine (2008)

Rong Tong Shuanhu Bai Haizhou Li

direct voice input source code central processing unit grammar computer data storage +3 more

15 citations Published 2008-10-09
Complete discriminant evaluation and feature extraction in kernel space for face recognition (2008)

Xudong Jiang Bappaditya Mandal Alex Kot

kernel fisher discriminant analysis kernel principal component analysis radial basis function kernel kernel embedding of distributions facial recognition system +6 more

machine vision applications 29 citations Published 2008-10-08

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Real-time human action recognition by luminance field trajectory analysis (2008)

Near-duplicate keyframe retrieval by nonrigid image matching (2008)

Integrated graph-based semi-supervised multiple/single instance learning framework for image annotation (2008)

Word Sense Disambiguation Using OntoNotes: An Empirical Study (2008)

Decomposability of Translation Metrics for Improved Evaluation and Efficient Algorithms (2008)

A Generative Model for Parsing Natural Language to Meaning Representations (2008)

Feature Selection Based on the Rough Set Theory and Expectation-Maximization Clustering Algorithm (2008)

Discriminative Locality Alignment (2008)

Online pathological tremor characterization using extended Kalman filtering (2008)

Multiclass voluntary facial expression classification based on Filter Bank Common Spatial Pattern (2008)

Medical image segmentation using watershed segmentation with texture-based region merging (2008)

Level-set based automatic cup-to-disc ratio determination using retinal fundus images in ARGALI (2008)

Automatic working area classification in peripheral blood smears without cell central zone extraction (2008)

Automatic wheeze detection using histograms of sample entropy (2008)

An adaptive filter bank for motor imagery based Brain Computer Interface (2008)

A random set formulation for Bayesian SLAM (2008)

A clinical evaluation on the spatial patterns of non-invasive motor imagery-based brain-computer interface in stroke (2008)

Output Regularized Metric Learning with Side Information (2008)

Dialogue system and a method for executing a fully mixed initiative dialogue (FMID) interaction between a human and a machine (2008)

Complete discriminant evaluation and feature extraction in kernel space for face recognition (2008)