Publications - Machine Learning SG

DRONE: Predicting Priority of Reported Bugs by Multi-factor Analysis (2013)

Yuan Tian David Lo Chengnian Sun

bug tracking system software regression software quality discriminative model machine learning +6 more

2013 IEEE International Conference on Software Maintenance 106 citations Published 2013-09-22
Automatic grading of nuclear cataracts from slit-lamp lens images using group sparsity regression. (2013)

Yanwu Xu Xinting Gao Stephen Lin Damon Wing Kee Wong Jiang Liu Dong Xu Ching Yu Cheng Carol Yim-lui Cheung Tien Yin Wong

feature selection linear regression slit lamp support vector machine grading +7 more

Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention 25 citations Published 2013-09-22
Review of empirical modelling techniques for modelling of turning process (2013)

Akhil Garg Yogesh Bhalerao Kang Tai

empirical modelling artificial neural network fuzzy logic genetic programming support vector machine +5 more

International Journal of Modelling, Identification and Control 31 citations Published 2013-09-03
The comparative effect of direct written corrective feedback and metalinguistic explanation on learners’ explicit and implicit knowledge of the English indefinite article (2013)

Natsuko Shintani Rod Ellis

corrective feedback explicit knowledge language pedagogy eye tracking cognitive psychology +7 more

Journal of Second Language Writing 213 citations Published 2013-09-01
Seeing through the fence: Image de-fencing using a video sequence (2013)

Vrushali S. Khasare Rajiv R. Sahay Mohan S. Kankanhalli

motion estimation panning pixel computer vision computer graphics images +6 more

2013 IEEE International Conference on Image Processing 16 citations Published 2013-09-01
Robust omnidirectional mobile robot topological navigation system using omnidirectional vision (2013)

Li Maohai Li Maohai Wang Han Sun Lining Cai Zesu

omnidirectional camera mobile robot navigation mobile robot navigation system topological map +7 more

Engineering Applications of Artificial Intelligence 21 citations Published 2013-09-01
Relaxed local ternary pattern for face recognition (2013)

Jianfeng Ren Xudong Jiang Junsong Yuan

local binary patterns facial recognition system pixel encoding pattern recognition +6 more

2013 IEEE International Conference on Image Processing 62 citations Published 2013-09-01
On Establishing Edge Adaptive Grid for Bilevel Image Data Hiding (2013)

Hong Cao Alex C. Kot

binary image image segmentation information hiding feature detection image texture +7 more

IEEE Transactions on Information Forensics and Security 28 citations Published 2013-09-01
Learning binarized pixel-difference pattern for scene recognition (2013)

Jianfeng Ren Xudong Jiang Junsong Yuan

local binary patterns feature feature feature extraction feature selection +7 more

2013 IEEE International Conference on Image Processing 12 citations Published 2013-09-01
Human motion capture data recovery via trajectory-based sparse representation (2013)

Junhui Hou Lap-Pui Chau Ying He Jie Chen Nadia Magnenat-Thalmann

k svd sparse approximation missing data motion capture sparse matrix +6 more

2013 IEEE International Conference on Image Processing 15 citations Published 2013-09-01
Fault detection and diagnosis in synchronous motors using hidden Markov model-based semi-nonparametric approach (2013)

Omid Geramifard Jian-Xin Xu Sanjib Kumar Panda

markov model hidden markov model fault detection and isolation probabilistic logic parametric statistics +6 more

Engineering Applications of Artificial Intelligence 19 citations Published 2013-09-01
Discriminative sparsity preserving embedding for face recognition (2013)

Jian Lai Xudong Jiang

sparse approximation discriminative model dimensionality reduction compressed sensing facial recognition system +7 more

2013 IEEE International Conference on Image Processing 13 citations Published 2013-09-01
Automatic keyphrase extraction from scientific articles (2013)

Su Nam Kim Olena Medelyan Min-Yen Kan Timothy Baldwin

computational linguistics ranking natural language processing information retrieval computer science +1 more

language resources and evaluation 121 citations Published 2013-09-01
Adaptive discriminant learning for face recognition (2013)

Meina Kan Shiguang Shan Yu Su Dong Xu Xilin Chen

scatter matrix linear discriminant analysis feret database facial recognition system discriminant +7 more

Pattern Recognition 64 citations Published 2013-09-01
A two-stage quality measure for mobile phone captured 2D barcode images (2013)

Changsheng Chen Alex C. Kot Huijuan Yang

barcode camera lens mobile phone decoding methods computer vision +6 more

Pattern Recognition 16 citations Published 2013-09-01
A Feature Selection Method for Multivariate Performance Measures (2013)

Qi Mao I. W-H Tsang

feature selection feature support vector machine multiple kernel learning multivariate statistics +7 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 40 citations Published 2013-09-01
Multilevel Depth and Image Fusion for Human Activity Detection (2013)

Bingbing Ni Yong Pei Pierre Moulin Shuicheng Yan

feature feature detection grayscale feature extraction video processing +7 more

IEEE Transactions on Systems, Man, and Cybernetics 103 citations Published 2013-08-28
Background Recovery by Fixed-Rank Robust Principal Component Analysis (2013)

Wee Kheng Leow Yuan Cheng Li Zhang Terence Sim Lewis Foo

sparse matrix robust principal component analysis matrix specularity pattern recognition +5 more

CAIP 2013 Proceedings, Part I, of the 15th International Conference on Computer Analysis of Images and Patterns - Volume 8047 14 citations Published 2013-08-27
A coevolving model based on preferential triadic closure for social media networks (2013)

Menghui Li Hailin Zou Shuguang Guan Xiaofeng Gong Kun Li Zengru Di Choy Heng Lai

triadic closure complex network social media temporal database artificial intelligence +2 more

Scientific Reports 15 citations Published 2013-08-27
Methods and systems for automatic location of optic structures in an image of an eye, and for automatic retina cup-to-disc ratio computation (2013)

Jun Cheng Jiang Liu Yanwu Xu Fengshou Yin Ngan Meng Tan Wing Kee Damon Wong Beng Hai Lee Xiangang Cheng Xinting Gao Zhuo Zhang Tien Yin Wong Ching-Yu Cheng Yim-Lui Carol Cheung Baskaran Mani Tin Aung

optic cup optic disc cup to disc ratio retina cluster analysis +5 more

14 citations Published 2013-08-26

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DRONE: Predicting Priority of Reported Bugs by Multi-factor Analysis (2013)

Automatic grading of nuclear cataracts from slit-lamp lens images using group sparsity regression. (2013)

Review of empirical modelling techniques for modelling of turning process (2013)

The comparative effect of direct written corrective feedback and metalinguistic explanation on learners’ explicit and implicit knowledge of the English indefinite article (2013)

Seeing through the fence: Image de-fencing using a video sequence (2013)

Robust omnidirectional mobile robot topological navigation system using omnidirectional vision (2013)

Relaxed local ternary pattern for face recognition (2013)

On Establishing Edge Adaptive Grid for Bilevel Image Data Hiding (2013)

Learning binarized pixel-difference pattern for scene recognition (2013)

Human motion capture data recovery via trajectory-based sparse representation (2013)

Fault detection and diagnosis in synchronous motors using hidden Markov model-based semi-nonparametric approach (2013)

Discriminative sparsity preserving embedding for face recognition (2013)

Automatic keyphrase extraction from scientific articles (2013)

Adaptive discriminant learning for face recognition (2013)

A two-stage quality measure for mobile phone captured 2D barcode images (2013)

A Feature Selection Method for Multivariate Performance Measures (2013)

Multilevel Depth and Image Fusion for Human Activity Detection (2013)

Background Recovery by Fixed-Rank Robust Principal Component Analysis (2013)

A coevolving model based on preferential triadic closure for social media networks (2013)

Methods and systems for automatic location of optic structures in an image of an eye, and for automatic retina cup-to-disc ratio computation (2013)