Publications - Machine Learning SG

Real Time Target Tracking with Pan Tilt Zoom Camera (2009)

Pankaj Kumar Anthony Dick Tan Soo Sheng

pan tilt zoom camera video tracking mean shift tracking system histogram +6 more

2009 Digital Image Computing: Techniques and Applications 18 citations Published 2009-12-01
Positive Unlabeled Learning for Data Stream Classification. (2009)

Xiao Li Li Philip S. Yu Bing Liu See Kiong Ng

semi supervised learning data stream mining unsupervised learning online machine learning instance based learning +7 more

9th SIAM International Conference on Data Mining 2009, SDM 2009 131 citations Published 2009-12-01
Phase retrieval of speckle fringe pattern with carriers using 2D wavelet transform (2009)

H. Niu C. Quan C.J. Tay

gabor transform wavelet transform speckle pattern continuous wavelet transform fourier transform +6 more

Optics and Lasers in Engineering 17 citations Published 2009-12-01
Nonparametric and semiparametric estimation of the three way receiver operating characteristic surface (2009)

Jialiang Li Xiao Hua Zhou

semiparametric regression semiparametric model receiver operating characteristic nonparametric statistics statistical inference +7 more

Journal of Statistical Planning and Inference 63 citations Published 2009-12-01
ML-fusion based multi-model human detection and tracking for robust human-robot interfaces (2009)

Liyuan Li Jerry Kah Eng Hoe Shuicheng Yan Xinguo Yu

object detection tracking system mobile robot robustness motion estimation +6 more

2009 Workshop on Applications of Computer Vision (WACV) 12 citations Published 2009-12-01
Interactive surface-guided segmentation of brain MRI data (2009)

Konstantin Levinski Alexei Sourin Vitali Zagorodnov

brain segmentation scale space segmentation segmentation based object categorization segmentation voxel +6 more

Computers in Biology and Medicine 18 citations Published 2009-12-01
IMPLANT: An Integrated MDP and POMDP Learning AgeNT for Adaptive Games. (2009)

Chek Tien Tan Ho-Lun Cheng

game mechanics video game reinforcement learning partially observable markov decision process agent architecture +5 more

AIIDE 12 citations Published 2009-12-01
Feature Selection for MLP Neural Network: The Use of Random Permutation of Probabilistic Outputs (2009)

Jian-Bo Yang Kai-Quan Shen Chong-Jin Ong Xiao-Ping Li

feature multilayer perceptron feature selection feature vector feature extraction +7 more

IEEE Transactions on Neural Networks 71 citations Published 2009-12-01
Feature selection and classification for Wireless Capsule Endoscopic frames (2009)

Poh Chee Khun Zhang Zhuo Liang Zi Yang Li Liyuan Liu Jiang

feature extraction feature selection color histogram contextual image classification support vector machine +7 more

2009 International Conference on Biomedical and Pharmaceutical Engineering 19 citations Published 2009-12-01
Discriminative Product-of-Expert acoustic mapping for cross-lingual phone recognition (2009)

Khe Chai Sim

product of experts hidden markov model word error rate discriminative model posterior probability +7 more

2009 IEEE Workshop on Automatic Speech Recognition & Understanding 23 citations Published 2009-12-01
Color Image Segmentation Based on Color Similarity (2009)

Shikai Wang

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

2009 International Conference on Computational Intelligence and Software Engineering 11 citations Published 2009-12-01
Coherent Phrase Model for Efficient Image Near-Duplicate Retrieval (2009)

Yiqun Hu Xiangang Cheng Liang-Tien Chia Xing Xie D. Rajan Ah-Hwee Tan

visual word image retrieval bag of words model phrase trecvid +7 more

IEEE Transactions on Multimedia 57 citations Published 2009-12-01
Automatic writer identification framework for online handwritten documents using character prototypes (2009)

Guo Xian Tan Christian Viard-Gaudin Alex C. Kot

intelligent character recognition handwriting recognition handwriting discriminative model segmentation +6 more

Pattern Recognition 72 citations Published 2009-12-01
Automatic detection of the macula in the retinal fundus image by detecting regions with low pixel intensity (2009)

N.M. Tan D.W.K. Wong J. Liu W.J. Ng Z. Zhang J.H. Lim Z. Tan Y. Tang H. Li S. Lu T.Y. Wong

pixel region of interest optic disc contextual image classification retina +6 more

2009 International Conference on Biomedical and Pharmaceutical Engineering 20 citations Published 2009-12-01
An Unsupervised Approach to Domain-Specific Term Extraction (2009)

SuNam Kim Tim Baldwin Min-Yen Kan

tf idf natural language processing computer science artificial intelligence semantic information

Australasian Language Technology Workshop 2009: Proceedings of the workshop 28 citations Published 2009-12-01
Accurate Detection of Demosaicing Regularity for Digital Image Forensics (2009)

Hong Cao A.C. Kot

demosaicing color filter array contextual image classification object detection support vector machine +7 more

IEEE Transactions on Information Forensics and Security 171 citations Published 2009-12-01
A study of the non-linear adjustment for analogy based software cost estimation (2009)

Y. F. Li M. Xie T. N. Goh

categorical variable software project management case based reasoning artificial neural network software +7 more

Empirical Software Engineering 97 citations Published 2009-12-01
A novel self-organizing fuzzy rule-based system for modelling traffic flow behaviour (2009)

C. Quek M. Pasquier B. Lim

traffic flow fuzzy logic artificial neural network knowledge extraction self organizing network +6 more

Expert Systems With Applications 53 citations Published 2009-12-01
Artificial neural networks-based approach to design ARIs using QSAR for diabetes mellitus. (2009)

Jagdish Chandra Patra Onkar Singh

quantitative structure activity relationship molecular descriptor multilayer perceptron docking artificial neural network +6 more

Journal of Computational Chemistry 21 citations Published 2009-11-30
Development of a vision-based ground target detection and tracking system for a small unmanned helicopter (2009)

Feng Lin Kai-Yew Lum Ben M. Chen Tong Heng Lee

kalman filter tracking system automatic control robustness image processing +5 more

Science in China Series F: Information Sciences 22 citations Published 2009-11-17

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Real Time Target Tracking with Pan Tilt Zoom Camera (2009)

Positive Unlabeled Learning for Data Stream Classification. (2009)

Phase retrieval of speckle fringe pattern with carriers using 2D wavelet transform (2009)

Nonparametric and semiparametric estimation of the three way receiver operating characteristic surface (2009)

ML-fusion based multi-model human detection and tracking for robust human-robot interfaces (2009)

Interactive surface-guided segmentation of brain MRI data (2009)

IMPLANT: An Integrated MDP and POMDP Learning AgeNT for Adaptive Games. (2009)

Feature Selection for MLP Neural Network: The Use of Random Permutation of Probabilistic Outputs (2009)

Feature selection and classification for Wireless Capsule Endoscopic frames (2009)

Discriminative Product-of-Expert acoustic mapping for cross-lingual phone recognition (2009)

Color Image Segmentation Based on Color Similarity (2009)

Coherent Phrase Model for Efficient Image Near-Duplicate Retrieval (2009)

Automatic writer identification framework for online handwritten documents using character prototypes (2009)

Automatic detection of the macula in the retinal fundus image by detecting regions with low pixel intensity (2009)

An Unsupervised Approach to Domain-Specific Term Extraction (2009)

Accurate Detection of Demosaicing Regularity for Digital Image Forensics (2009)

A study of the non-linear adjustment for analogy based software cost estimation (2009)

A novel self-organizing fuzzy rule-based system for modelling traffic flow behaviour (2009)

Artificial neural networks-based approach to design ARIs using QSAR for diabetes mellitus. (2009)

Development of a vision-based ground target detection and tracking system for a small unmanned helicopter (2009)