Publications - Machine Learning SG

Analyzing the Effect of Global Learning and Beam-Search on Transition-Based Dependency Parsing (2012)

Yue Zhang Joakim Nivre

top down parsing bottom up parsing parser combinator parsing expression grammar parsing +6 more

Proceedings of COLING 2012: Posters 64 citations Published 2012-12-01
An Improved Scheme for Full Fingerprint Reconstruction (2012)

Sheng Li A. C. Kot

minutiae fingerprint recognition fingerprint iterative reconstruction continuous phase modulation +7 more

IEEE Transactions on Information Forensics and Security 18 citations Published 2012-12-01
An Effective Feature Selection Method via Mutual Information Estimation (2012)

Jian-Bo Yang Chong-Jin Ong

feature selection multivariate mutual information variation of information conditional mutual information pointwise mutual information +6 more

systems man and cybernetics 37 citations Published 2012-12-01
An adaptive motion-compensated approach for video deinterlacing (2012)

Maria Trocan Beata Mikovicova Daulet Zhanguzin

deinterlacing interlaced video progressive scan video processing analog television +6 more

Multimedia Tools and Applications 13 citations Published 2012-12-01
A study on spoofing attack in state-of-the-art speaker verification: the telephone speech case (2012)

Zhizheng Wu Tomi Kinnunen Eng Siong Chng Haizhou Li Eliathamby Ambikairajah

speaker diarisation speaker recognition voice activity detection spoofing attack speech synthesis +7 more

Proceedings of The 2012 Asia Pacific Signal and Information Processing Association Annual Summit and Conference 112 citations Published 2012-12-01
A Separately Passive-Aggressive Training Algorithm for Joint POS Tagging and Dependency Parsing (2012)

Zhenghua Li Min Zhang Wanxiang Che Ting Liu

parsing treebank dependency grammar natural language processing ambiguity +6 more

Proceedings of COLING 2012 25 citations Published 2012-12-01
A Semi-Supervised Bayesian Network Model for Microblog Topic Classification (2012)

Yan Chen Zhoujun Li Liqiang Nie Xia Hu Xiangyu Wang Tat-Seng Chua Xiaoming Zhang

microblogging bayesian network classifier machine learning data mining +8 more

Proceedings of COLING 2012 28 citations Published 2012-12-01
A New Method for Word Segmentation from Arbitrarily-Oriented Video Text Lines (2012)

Nabin Sharma Palaiahnakote Shivakumara Umapada Pal Michael Blumenstein Chew Lim Tan

word processing text segmentation image segmentation image processing feature extraction +7 more

2012 International Conference on Digital Image Computing Techniques and Applications (DICTA) 11 citations Published 2012-12-01
A New In-Camera Imaging Model for Color Computer Vision and Its Application (2012)

Seon Joo Kim Hai Ting Lin Zheng Lu Sabine Süsstrunk S. Lin M. S. Brown

image processing color balance srgb color image radiometric calibration +7 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 134 citations Published 2012-12-01
A general strategy for anisotropic diffusion in MR image denoising and enhancement. (2012)

Chenchen Tong Ying Sun Nicolas Payet Sim-Heng Ong

anisotropic diffusion real image filter noise reduction algorithm +7 more

Magnetic Resonance Imaging 11 citations Published 2012-12-01
Real or Fake ?: human judgments about photographs and computer-generated images of faces (2012)

Shaojing Fan Tian-Tsong Ng Jonathan S. Herberg Bryan L. Koenig Shiqing Xin

computer generated imagery computer graphics grayscale perception computer vision +7 more

SIGGRAPH Asia 2012 Technical Briefs on 16 citations Published 2012-11-28
Image-based clothes animation for virtual fitting (2012)

Zhenglong Zhou Bo Shu Shaojie Zhuo Xiaoming Deng Ping Tan Stephen Lin

animation computer graphics images computer vision computer science clothing +6 more

SIGGRAPH Asia 2012 Technical Briefs on 71 citations Published 2012-11-28
Application of empirical mode decomposition (emd) for automated detection of epilepsy using EEG signals. (2012)

Roshan Joy Martis U. Rajendra Acharya U. Rajendra Acharya Jen Hong Tan Andrea Petznick Ratna Yanti Chua Kuang Chua Eddie Yin-Kwee Ng Louis Tong

hilbert huang transform mass screening decision tree learning electroencephalography decision tree +7 more

International Journal of Neural Systems 190 citations Published 2012-11-27
Multi-view Positive and Unlabeled Learning (2012)

Joey Tianyi Zhou Sinno Jialin Pan Qi Mao Ivor W. Tsang

semi supervised learning unsupervised learning instance based learning density estimation information retrieval applications +7 more

Asian Conference on Machine Learning 19 citations Published 2012-11-17
Key Instance Detection in Multi-Instance Learning (2012)

Guoqing Liu Jianxin Wu Zhi-Hua Zhou

k nearest neighbors algorithm machine learning computer science exploit voting +2 more

Asian Conference on Machine Learning 59 citations Published 2012-11-17
An ontology for distributed process supervision of large-scale chemical plants (2012)

Sathish Natarajan Kaushik Ghosh Rajagopalan Srinivasan

ontocape multi agent system ontology chemical process semantics +7 more

Computers & Chemical Engineering 25 citations Published 2012-11-15
Video forgery detection using HOG features and compression properties (2012)

A.V. Subramanyam Sabu Emmanuel

data compression ratio data compression histogram of oriented gradients filter pattern recognition +7 more

2012 IEEE 14th International Workshop on Multimedia Signal Processing (MMSP) 93 citations Published 2012-11-12
Superpixel classification for initialization in model based optic disc segmentation (2012)

Jun Cheng Jiang Liu Yanwu Xu Fengshou Yin Damon Wing Kee Wong Beng-Hai Lee Carol Cheung Tin Aung Tien Yin Wong

scale space segmentation image segmentation segmentation based object categorization region growing initialization +6 more

2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society 15 citations Published 2012-11-12
Sentiment Classification of Drug Reviews Using a Rule-Based Linguistic Approach (2012)

Jin-Cheon Na Wai Yan Min Kyaing Christopher S. G. Khoo Schubert Foo Yun-Ke Chang Yin Leng Theng

sentiment analysis rule based system domain knowledge natural language processing machine learning +5 more

International Conference on Asian Digital Libraries 26 citations Published 2012-11-12
Online semi-supervised learning with KL distance weighting for Motor Imagery-based BCI (2012)

Atieh Bamdadian Cuntai Guan Kai Keng Ang Jianxin Xu

semi supervised learning discriminative model motor imagery weighting brain computer interface +6 more

2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society 16 citations Published 2012-11-12

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Analyzing the Effect of Global Learning and Beam-Search on Transition-Based Dependency Parsing (2012)

An Improved Scheme for Full Fingerprint Reconstruction (2012)

An Effective Feature Selection Method via Mutual Information Estimation (2012)

An adaptive motion-compensated approach for video deinterlacing (2012)

A study on spoofing attack in state-of-the-art speaker verification: the telephone speech case (2012)

A Separately Passive-Aggressive Training Algorithm for Joint POS Tagging and Dependency Parsing (2012)

A Semi-Supervised Bayesian Network Model for Microblog Topic Classification (2012)

A New Method for Word Segmentation from Arbitrarily-Oriented Video Text Lines (2012)

A New In-Camera Imaging Model for Color Computer Vision and Its Application (2012)

A general strategy for anisotropic diffusion in MR image denoising and enhancement. (2012)

Real or Fake ?: human judgments about photographs and computer-generated images of faces (2012)

Image-based clothes animation for virtual fitting (2012)

Application of empirical mode decomposition (emd) for automated detection of epilepsy using EEG signals. (2012)

Multi-view Positive and Unlabeled Learning (2012)

Key Instance Detection in Multi-Instance Learning (2012)

An ontology for distributed process supervision of large-scale chemical plants (2012)

Video forgery detection using HOG features and compression properties (2012)

Superpixel classification for initialization in model based optic disc segmentation (2012)

Sentiment Classification of Drug Reviews Using a Rule-Based Linguistic Approach (2012)

Online semi-supervised learning with KL distance weighting for Motor Imagery-based BCI (2012)