Publications - Machine Learning SG

Towards generating random forests via extremely randomized trees (2014)

Le Zhang Ye Ren Ponnuthurai N. Suganthan

incremental decision tree random forest decision tree learning alternating decision tree decision tree model +7 more

Neural Networks (IJCNN), 2014 International Joint Conference on 14 citations Published 2014-07-06
Incremental fuzzy clustering for document categorization (2014)

Jian-Ping Mei Yangtao Wang Lihui Chen Chunyan Miao

fuzzy clustering cluster analysis correlation clustering data stream clustering cure data clustering algorithm +7 more

Fuzzy Systems (FUZZ-IEEE), 2014 IEEE International Conference on 11 citations Published 2014-07-06
Improving the genetic-algorithm-optimized wavelet neural network for stock market prediction (2014)

Yu Fang Kamaladdin Fataliyev Lipo Wang Xiuju Fu Yaoli Wang

morlet wavelet wavelet stock market prediction genetic algorithm pattern recognition +6 more

Neural Networks (IJCNN), 2014 International Joint Conference on 19 citations Published 2014-07-06
A Novel Meta-Cognitive-Based Scaffolding Classifier to Sequential Non-stationary Classification Problems (2014)

Mahardhika Pratama Meng Joo Er Sreenatha G. Anavatti Edwin Lughofer Ning Wang Imam Arifin

learning classifier system semi supervised learning stability active learning multi task learning +6 more

Fuzzy Systems (FUZZ-IEEE), 2014 IEEE International Conference on 17 citations Published 2014-07-06
Coarse-to-fine review selection via supervised joint aspect and sentiment model (2014)

Zhen Hai Gao Cong Kuiyu Chang Wenting Liu Peng Cheng

sentiment analysis helpfulness data science machine learning computer science +4 more

Proceedings of the 37th international ACM SIGIR conference on Research & development in information retrieval 15 citations Published 2014-07-03
Video De-Fencing (2014)

Yadong Mu Wei Liu Shuicheng Yan

video editing video tracking video post processing video denoising inpainting +6 more

IEEE Transactions on Circuits and Systems for Video Technology 28 citations Published 2014-07-01
Ovarian cancer diagnosis using a hybrid intelligent system with simple yet convincing rules (2014)

Di Wang Chai Quek Geok See Ng

cancer medical diagnosis interpretability ovarian cancer feature selection +7 more

Applied Soft Computing 13 citations Published 2014-07-01
Image tag completion via dual-view linear sparse reconstructions (2014)

Zijia Lin Guiguang Ding Mingqing Hu Yunzhen Lin Shuzhi Sam Ge

feature pattern recognition data mining computer science matrix +3 more

Computer Vision and Image Understanding 23 citations Published 2014-07-01
Discriminative Multimetric Learning for Kinship Verification (2014)

Haibin Yan Jiwen Lu Weihong Deng Xiuzhuang Zhou

discriminative model feature extraction kinship pattern recognition machine learning +5 more

IEEE Transactions on Information Forensics and Security 165 citations Published 2014-07-01
Data-driven tight frame construction and image denoising (2014)

Jian-Feng Cai Hui Ji Zuowei Shen Gui-Bo Ye

image restoration sparse approximation wavelet regularization noise reduction +6 more

Applied and Computational Harmonic Analysis 201 citations Published 2014-07-01
Automatic classification of Human Epithelial type 2 cell Indirect Immunofluorescence images using Cell Pyramid Matching (2014)

Arnold Wiliem Conrad Sanderson Conrad Sanderson Yongkang Wong Peter Hobson Rodney F. Minchin Brian C. Lovell

contextual image classification bag of words model in computer vision visual word multiple kernel learning histogram +6 more

Pattern Recognition 63 citations Published 2014-07-01
A level-set based approach for anterior teeth segmentation in cone beam computed tomography images. (2014)

Dong Xu Ji Sim Heng Ong Kelvin Weng Chiong Foong

cone beam computed tomography image segmentation segmentation anterior teeth level set +7 more

Computers in Biology and Medicine 51 citations Published 2014-07-01
Arm movement speed assessment via a Kinect camera: A preliminary study in healthy subjects (2014)

Mohamed Elgendi Flavien Picon Nadia Magnenat-Thalmann Derek Abbott

physiological movement computer vision computer science artificial intelligence hand movements +4 more

Biomedical Engineering Online 16 citations Published 2014-06-27
Enhancing Business Intelligence by Means of Suggestive Reviews (2014)

Atika Qazi Ram Gopal Raj Muhammad Tahir Erik Cambria Karim Bux Shah Syed

sentiment analysis natural language processing categorization business intelligence data mining +7 more

The Scientific World Journal 15 citations Published 2014-06-26
Deep Learning-Based Classification of Hyperspectral Data (2014)

Yushi Chen Zhouhan Lin Xing Zhao Gang Wang Yanfeng Gu

deep belief network deep learning hyperspectral imaging artificial neural network support vector machine +7 more

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 1,293 citations Published 2014-06-26
Marked ghost imaging (2014)

Wen Chen Xudong Chen

ghost imaging iterative reconstruction pixel decoding methods computer vision +6 more

Applied Physics Letters 78 citations Published 2014-06-24
Computer-aided diabetic retinopathy detection using trace transforms on digital fundus images. (2014)

Karthikeyan Ganesan Roshan Joy Martis U. Rajendra Acharya U. Rajendra Acharya Chua Kuang Chua Lim Choo Min E. Y. K. Ng Augustinus Laude

probabilistic neural network human visual system model support vector machine computer aided diabetic retinopathy +6 more

Medical & Biological Engineering & Computing 29 citations Published 2014-06-24
Tracklet Association with Online Target-Specific Metric Learning (2014)

Bing Wang Gang Wang Kap Luk Chan Li Wang

flow network trajectory machine learning computer science artificial intelligence +1 more

CVPR '14 Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition 104 citations Published 2014-06-23
Towards Unified Human Parsing and Pose Estimation (2014)

Jian Dong Qiang Chen Xiaohui Shen Jianchao Yang Shuicheng Yan

3d pose estimation pose parsing grid machine learning +6 more

CVPR '14 Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition 79 citations Published 2014-06-23
Towards Multi-view and Partially-Occluded Face Alignment (2014)

Junliang Xing Zhiheng Niu Junshi Huang Weiming Hu Shuicheng Yan

feature robustness pattern recognition computer vision neural coding +4 more

CVPR '14 Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition 24 citations Published 2014-06-23

Previous Next

Towards generating random forests via extremely randomized trees (2014)

Incremental fuzzy clustering for document categorization (2014)

Improving the genetic-algorithm-optimized wavelet neural network for stock market prediction (2014)

A Novel Meta-Cognitive-Based Scaffolding Classifier to Sequential Non-stationary Classification Problems (2014)

Coarse-to-fine review selection via supervised joint aspect and sentiment model (2014)

Video De-Fencing (2014)

Ovarian cancer diagnosis using a hybrid intelligent system with simple yet convincing rules (2014)

Image tag completion via dual-view linear sparse reconstructions (2014)

Discriminative Multimetric Learning for Kinship Verification (2014)

Data-driven tight frame construction and image denoising (2014)

Automatic classification of Human Epithelial type 2 cell Indirect Immunofluorescence images using Cell Pyramid Matching (2014)

A level-set based approach for anterior teeth segmentation in cone beam computed tomography images. (2014)

Arm movement speed assessment via a Kinect camera: A preliminary study in healthy subjects (2014)

Enhancing Business Intelligence by Means of Suggestive Reviews (2014)

Deep Learning-Based Classification of Hyperspectral Data (2014)

Marked ghost imaging (2014)

Computer-aided diabetic retinopathy detection using trace transforms on digital fundus images. (2014)

Tracklet Association with Online Target-Specific Metric Learning (2014)

Towards Unified Human Parsing and Pose Estimation (2014)

Towards Multi-view and Partially-Occluded Face Alignment (2014)