Publications - Machine Learning SG

Blind Image Quality Assessment for Stereoscopic Images Using Binocular Guided Quality Lookup and Visual Codebook (2015)

Feng Shao Weisi Lin Shanshan Wang Gangyi Jiang Mei Yu

image quality codebook stereoscopy quality score visualization +6 more

IEEE Transactions on Broadcasting 37 citations Published 2015-03-09
A Chi-Squared-Transformed Subspace of LBP Histogram for Visual Recognition (2015)

Jianfeng Ren Xudong Jiang Junsong Yuan

local binary patterns feature feature vector facial recognition system subspace topology +6 more

IEEE Transactions on Image Processing 16 citations Published 2015-03-06
Integrating 3D structure into traffic scene understanding with RGB-D data (2015)

Yingjie Xia Weiwei Xu Luming Zhang Xingmin Shi Kuang Mao

object detection pedestrian detection rgb color model computer vision discriminative model +6 more

Neurocomputing 22 citations Published 2015-03-05
An effective semi-cross-validation model selection method for extreme learning machine with ridge regression (2015)

Zhifei Shao Meng Joo Er Ning Wang

extreme learning machine explained sum of squares model selection cross validation randomness +6 more

Neurocomputing 19 citations Published 2015-03-05
Joint Feature Learning for Face Recognition (2015)

Jiwen Lu Venice Erin Liong Gang Wang Pierre Moulin

feature learning feature feature feature vector feature extraction +7 more

IEEE Transactions on Information Forensics and Security 92 citations Published 2015-03-03
Identifying social groups in pedestrian crowd videos (2015)

Arun Kumar Chandran Loh Ai Poh Prahlad Vadakkepat

cluster analysis social group pedestrian machine learning region of interest +5 more

2015 Eighth International Conference on Advances in Pattern Recognition (ICAPR) 13 citations Published 2015-03-02
Cross-project build co-change prediction (2015)

Xin Xia David Lo Shane McIntosh Emad Shihab Ahmed E. Hassan

software build adaboost source code executable machine learning +7 more

2015 IEEE 22nd International Conference on Software Analysis, Evolution, and Reengineering (SANER) 17 citations Published 2015-03-02
A comparative study on the effectiveness of part-of-speech tagging techniques on bug reports (2015)

Yuan Tian David Lo

text corpus natural language sentence software natural language processing +6 more

2015 IEEE 22nd International Conference on Software Analysis, Evolution, and Reengineering (SANER) 55 citations Published 2015-03-02
Whose Opinion to Follow in Multihypothesis Social Learning? A Large Deviations Perspective (2015)

Wee Peng Tay

asymptotically optimal algorithm equivalence social learning large deviations theory artificial intelligence +4 more

IEEE Journal of Selected Topics in Signal Processing 31 citations Published 2015-03-01
Treasure Hunt: Social Learning in the Field (2015)

Markus M. Mobius Markus M. Mobius Markus M. Mobius Tuan Q. Phan Adam Szeidl

social learning social network conversation imperfect artificial intelligence +3 more

National Bureau of Economic Research 16 citations Published 2015-03-01
Surrogate Genetic Programming (2015)

Ahmed Kattan Yew-Soon Ong

genetic programming surrogate model semantic search symbolic regression population +6 more

Information Sciences 18 citations Published 2015-03-01
Shape classification using invariant features and contextual information in the bag-of-words model (2015)

Bharath Ramesh Cheng Xiang Tong Heng Lee

feature learning bag of words model information gain ratio cluster analysis histogram +6 more

Pattern Recognition 61 citations Published 2015-03-01
Scale and Orientation Invariant Text Segmentation for Born-Digital Compound Images (2015)

Huan Yang Shiqian Wu Chenwei Deng Weisi Lin

image segmentation text segmentation feature extraction connected component pattern recognition +7 more

IEEE Transactions on Systems, Man, and Cybernetics 23 citations Published 2015-03-01
Robust multi-scale superpixel classification for optic cup localization. (2015)

Ngan Meng Tan Ngan Meng Tan Yanwu Xu Wooi Boon Goh Jiang Liu

optic cup optic disk model selection computer vision fundus +6 more

Computerized Medical Imaging and Graphics 22 citations Published 2015-03-01
Reliable Feature Selection for Automated Angle Closure Glaucoma Mechanism Detection (2015)

S. Issac Niwas Weisi Lin Xiaolong Bai Chee Keong Kwoh Chelvin C. Sng M. Cecilia Aquino P. T. Chew

plateau iris glaucoma feature selection optical coherence tomography pupil +7 more

Journal of Medical Systems 12 citations Published 2015-03-01
ML-TREE: A Tree-Structure-Based Approach to Multilabel Learning (2015)

Qingyao Wu Yunming Ye Haijun Zhang Tommy W. S. Chow Shen-Shyang Ho

tree structure decision tree model support vector machine data hierarchy data set +5 more

IEEE Transactions on Neural Networks 18 citations Published 2015-03-01
Linear Global Translation Estimation with Feature Tracks (2015)

Zhaopeng Cui Nianjuan Jiang Chengzhou Tang Ping Tan

essential matrix trifocal tensor matrix strongly connected component 3d reconstruction +6 more

British Machine Vision Conference 2015 14 citations Published 2015-03-01
Image Classification With Densely Sampled Image Windows and Generalized Adaptive Multiple Kernel Learning (2015)

Shengye Yan Xinxing Xu Dong Xu Stephen Lin Xuelong Li

multiple kernel learning feature extraction feature contextual image classification kernel +7 more

IEEE Transactions on Systems, Man, and Cybernetics 24 citations Published 2015-03-01
Identification of Nonlinear Dynamic Systems Using Type-2 Fuzzy Neural Networks—A Novel Learning Algorithm and a Comparative Study (2015)

Erkan Kayacan Erdal Kayacan Mojtaba Ahmadieh Khanesar

neuro fuzzy adaptive neuro fuzzy inference system defuzzification fuzzy number fuzzy set operations +6 more

IEEE Transactions on Industrial Electronics 72 citations Published 2015-03-01
Fall Detection Based on Body Part Tracking Using a Depth Camera (2015)

Zhen-Peng Bian Junhui Hou Lap-Pui Chau Nadia Magnenat-Thalmann

poison control trajectory decision tree learning computer vision rgb color model +6 more

IEEE Journal of Biomedical and Health Informatics 165 citations Published 2015-03-01

Previous Next

Blind Image Quality Assessment for Stereoscopic Images Using Binocular Guided Quality Lookup and Visual Codebook (2015)

A Chi-Squared-Transformed Subspace of LBP Histogram for Visual Recognition (2015)

Integrating 3D structure into traffic scene understanding with RGB-D data (2015)

An effective semi-cross-validation model selection method for extreme learning machine with ridge regression (2015)

Joint Feature Learning for Face Recognition (2015)

Identifying social groups in pedestrian crowd videos (2015)

Cross-project build co-change prediction (2015)

A comparative study on the effectiveness of part-of-speech tagging techniques on bug reports (2015)

Whose Opinion to Follow in Multihypothesis Social Learning? A Large Deviations Perspective (2015)

Treasure Hunt: Social Learning in the Field (2015)

Surrogate Genetic Programming (2015)

Shape classification using invariant features and contextual information in the bag-of-words model (2015)

Scale and Orientation Invariant Text Segmentation for Born-Digital Compound Images (2015)

Robust multi-scale superpixel classification for optic cup localization. (2015)

Reliable Feature Selection for Automated Angle Closure Glaucoma Mechanism Detection (2015)

ML-TREE: A Tree-Structure-Based Approach to Multilabel Learning (2015)

Linear Global Translation Estimation with Feature Tracks (2015)

Image Classification With Densely Sampled Image Windows and Generalized Adaptive Multiple Kernel Learning (2015)

Identification of Nonlinear Dynamic Systems Using Type-2 Fuzzy Neural Networks—A Novel Learning Algorithm and a Comparative Study (2015)

Fall Detection Based on Body Part Tracking Using a Depth Camera (2015)