Publications - Machine Learning SG

Multiple Description Video Coding using Adaptive Temporal Sub-Sampling (2007)

Huihui Bai Yao Zhao Ce Zhu

multiview video coding motion compensation video tracking codec multiple description coding +7 more

2007 IEEE International Conference on Multimedia and Expo 12 citations Published 2007-07-02
Identifying Source Cell Phone using Chromatic Aberration (2007)

Lanh Tran Van S. Emmanuel M.S. Kankanhalli

chromatic aberration lens cardinal point mutual information estimation theory +7 more

2007 IEEE International Conference on Multimedia and Expo 123 citations Published 2007-07-02
Detecting Digital Image Forgeries by Measuring Inconsistencies of Blocking Artifact (2007)

Shuiming Ye Qibin Sun Ee-Chien Chang

digital image data compression object detection histogram quantization +6 more

2007 IEEE International Conference on Multimedia and Expo 280 citations Published 2007-07-02
Click4BuildingID@NTU: Click for Building Identification with GPS-enabled Camera Cell Phone (2007)

Chai Kiat Yeo Liang-Tien Chia Tat Jen Cham D. Rajon

assisted gps gps tracking server secure user plane location global positioning system digital photography +6 more

2007 IEEE International Conference on Multimedia and Expo 11 citations Published 2007-07-02
A Survey on Digital Camera Image Forensic Methods (2007)

Tran Van Lanh Kai-Sen Chong S. Emmanuel M.S. Kankanhalli

digital camera image processing image quality computer vision computer graphics images +4 more

2007 IEEE International Conference on Multimedia and Expo 160 citations Published 2007-07-02
Texture analysis methods for tool condition monitoring (2007)

A. A. Kassim M. A. Mannan Zhu Mian

tool wear machining image segmentation hough transform image quality +6 more

Image and Vision Computing 79 citations Published 2007-07-01
Superresolution image reconstruction using fast inpainting algorithms (2007)

Tony F. Chan Michael K. Ng Andy C. Yau Andy M. Yip

inpainting iterative reconstruction pixel optimization problem computer vision +6 more

Applied and Computational Harmonic Analysis 66 citations Published 2007-07-01
Optic disk feature extraction via modified deformable model technique for glaucoma analysis (2007)

Juan Xu Opas Chutatape Eric Sung Ce Zheng Paul Chew Tec Kuan

optic disk edge detection smoothing image processing feature extraction +6 more

Pattern Recognition 257 citations Published 2007-07-01
Multiscale Corner Detection of Gray Level Images Based on Log-Gabor Wavelet Transform (2007)

Xinting Gao F. Sattar R. Venkateswarlu

corner detection wavelet wavelet transform edge detection detector +7 more

IEEE Transactions on Circuits and Systems for Video Technology 100 citations Published 2007-07-01
Incremental development of CBR strategies for computing project cost probabilities (2007)

B. Raphael B. Domer S. Saitta I. F. C. Smith

case based reasoning iterative and incremental development software engineering machine learning computer science +7 more

Advanced Engineering Informatics 24 citations Published 2007-07-01
Discovering and Exploiting Causal Dependencies for Robust Mobile Context-Aware Recommenders (2007)

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

context model context awareness recommender system bayesian network mobile computing +7 more

IEEE Transactions on Knowledge and Data Engineering 68 citations Published 2007-07-01
A robust deterministic annealing algorithm for data clustering (2007)

Xu-Lei Yang Qing Song Yi-Lei Wu

cure data clustering algorithm cluster analysis correlation clustering determining the number of clusters in a data set canopy clustering algorithm +7 more

data and knowledge engineering 20 citations Published 2007-07-01
A constrained SLAM approach to robust and accurate localisation of autonomous ground vehicles (2007)

Kwang Wee Lee Sardha Wijesoma Javier Ibañez Guzmán

road map observability robot digital mapping a priori and a posteriori +6 more

Robotics and Autonomous Systems 33 citations Published 2007-07-01
SemEval-2007 Task 11: English Lexical Sample Task via English-Chinese Parallel Text (2007)

Hwee Tou Ng Yee Seng Chan

semeval natural language processing computer science artificial intelligence parallel corpora

Proceedings of the Fourth International Workshop on Semantic Evaluations (SemEval-2007) 11 citations Published 2007-06-23
NUS-PT: Exploiting Parallel Texts for Word Sense Disambiguation in the English All-Words Tasks (2007)

Yee Seng Chan Hwee Tou Ng Zhi Zhong

wordnet supervised learning precision and recall natural language processing support vector machine +6 more

Proceedings of the Fourth International Workshop on Semantic Evaluations (SemEval-2007) 100 citations Published 2007-06-23
NUS-ML:Improving Word Sense Disambiguation Using Topic Features (2007)

Jun Fu Cai Wee Sun Lee Yee Whye Teh

latent dirichlet allocation naive bayes classifier syntax natural language processing speech recognition +5 more

Proceedings of the Fourth International Workshop on Semantic Evaluations (SemEval-2007) 68 citations Published 2007-06-23
I2R: Three Systems for Word Sense Discrimination, Chinese Word Sense Disambiguation, and English Word Sense Disambiguation (2007)

Zheng-Yu Niu Dong-Hong Ji Chew-Lim Tan

semeval precision and recall classifier recall natural language processing +7 more

Proceedings of the Fourth International Workshop on Semantic Evaluations (SemEval-2007) 27 citations Published 2007-06-23
A comparative study of PCA, ICA and class-conditional ICA for Naïve Bayes classifier (2007)

Liwei Fan Kim Leng Poh

naive bayes classifier bayes classifier bayes error rate independent component analysis bayesian network +7 more

IWANN'07 Proceedings of the 9th international work conference on Artificial neural networks 11 citations Published 2007-06-20
Temporal Structure Normalization of Speech Feature for Robust Speech Recognition (2007)

Xiong Xiao Eng Siong Chng Haizhou Li

speech enhancement normalization feature extraction signal to noise ratio filter +7 more

IEEE Signal Processing Letters 30 citations Published 2007-06-18
Adaptive sorted neighborhood methods for efficient record linkage (2007)

Su Yan Dongwon Lee Min-Yen Kan Lee C. Giles

sliding window protocol record linkage data mining digital library machine learning +4 more

Proceedings of the 7th ACM/IEEE-CS joint conference on Digital libraries 189 citations Published 2007-06-18

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Multiple Description Video Coding using Adaptive Temporal Sub-Sampling (2007)

Identifying Source Cell Phone using Chromatic Aberration (2007)

Detecting Digital Image Forgeries by Measuring Inconsistencies of Blocking Artifact (2007)

Click4BuildingID@NTU: Click for Building Identification with GPS-enabled Camera Cell Phone (2007)

A Survey on Digital Camera Image Forensic Methods (2007)

Texture analysis methods for tool condition monitoring (2007)

Superresolution image reconstruction using fast inpainting algorithms (2007)

Optic disk feature extraction via modified deformable model technique for glaucoma analysis (2007)

Multiscale Corner Detection of Gray Level Images Based on Log-Gabor Wavelet Transform (2007)

Incremental development of CBR strategies for computing project cost probabilities (2007)

Discovering and Exploiting Causal Dependencies for Robust Mobile Context-Aware Recommenders (2007)

A robust deterministic annealing algorithm for data clustering (2007)

A constrained SLAM approach to robust and accurate localisation of autonomous ground vehicles (2007)

SemEval-2007 Task 11: English Lexical Sample Task via English-Chinese Parallel Text (2007)

NUS-PT: Exploiting Parallel Texts for Word Sense Disambiguation in the English All-Words Tasks (2007)

NUS-ML:Improving Word Sense Disambiguation Using Topic Features (2007)

I2R: Three Systems for Word Sense Discrimination, Chinese Word Sense Disambiguation, and English Word Sense Disambiguation (2007)

A comparative study of PCA, ICA and class-conditional ICA for Naïve Bayes classifier (2007)

Temporal Structure Normalization of Speech Feature for Robust Speech Recognition (2007)

Adaptive sorted neighborhood methods for efficient record linkage (2007)