Publications - Machine Learning SG

Bayesian classifier for multi-oriented video text recognition system (2015)

Sangheeta Roy Palaiahnakote Shivakumara Partha Pratim Roy Umapada Pal Chew Lim Tan Tong Lu

video tracking naive bayes classifier a priori probability posterior probability connected component labeling +7 more

Expert Systems With Applications 28 citations Published 2015-08-01
A hybrid approach for fusing 4D-MRI temporal information with 3D-CT for the study of lung and lung tumor motion (2015)

Y. X. Yang S.‐K. Teo E. Van Reeth C. H. Tan I. W. K. Tham C. L. Poh

image registration lung cancer dynamic imaging image fusion magnetic resonance imaging +7 more

Medical Physics 14 citations Published 2015-08-01
Constrained Multi-View Video Face Clustering (2015)

Xiaochun Cao Changqing Zhang Chengju Zhou Huazhu Fu Hassan Foroosh

constrained clustering cluster analysis correlation clustering fuzzy clustering data stream clustering +7 more

IEEE Transactions on Image Processing 74 citations Published 2015-07-30
Age Estimation via Grouping and Decision Fusion (2015)

Kuan-Hsien Liu Shuicheng Yan C.-C. Jay Kuo

feature extraction gesture recognition support vector machine pattern recognition fusion +6 more

IEEE Transactions on Information Forensics and Security 68 citations Published 2015-07-30
Prediction of drug-induced nephrotoxicity and injury mechanisms with human induced pluripotent stem cell-derived cells and machine learning methods (2015)

Karthikeyan Kandasamy Jacqueline Kai Chin Chuah Ran Su Peng Huang Kim Guan Eng Sijing Xiong Yao Li Chun Siang Chia Lit-Hsin Loo Daniele Zink

induced pluripotent stem cell nephrotoxicity cellular differentiation animal data drug development +6 more

Scientific Reports 71 citations Published 2015-07-27
Deformation capture and modeling of soft objects (2015)

Bin Wang Longhua Wu KangKang Yin Uri Ascher Libin Liu Hui Huang

shape optimization optimization problem motion capture probabilistic logic estimation theory +6 more

international conference on computer graphics and interactive techniques 57 citations Published 2015-07-27
Cloud base height estimation using high-resolution whole sky imagers (2015)

Florian M. Savoy Joseph C. Lemaitre Soumyabrata Dev Yee Hui Lee Stefan Winkler

cloud height cloud computing stereoscopy remote sensing sky +7 more

2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) 12 citations Published 2015-07-26
Towards city-scale mobile crowdsourcing: task recommendations under trajectory uncertainties (2015)

Cen Chen Shih-Fen Cheng Hoong Chuin Lau Archan Misra

crowdsourcing lagrangian relaxation flow network linear programming operations research +7 more

IJCAI'15 Proceedings of the 24th International Conference on Artificial Intelligence 24 citations Published 2015-07-25
Supervised representation learning: transfer learning with deep autoencoders (2015)

Fuzhen Zhuang Xiaohu Cheng Ping Luo Sinno Jialin Pan Qing He

semi supervised learning feature learning multi task learning deep belief network autoencoder +7 more

IJCAI'15 Proceedings of the 24th International Conference on Artificial Intelligence 192 citations Published 2015-07-25
Short and sparse text topic modeling via self-aggregation (2015)

Xiaojun Quan Chunyu Kit Yong Ge Sinno Jialin Pan

topic model heuristics inference heuristic machine learning +4 more

IJCAI'15 Proceedings of the 24th International Conference on Artificial Intelligence 140 citations Published 2015-07-25
Online learning to rank for content-based image retrieval (2015)

Ji Wan Pengcheng Wu Steven C. H. Hoi Peilin Zhao Xingyu Gao Dayong Wang Yongdong Zhang Jintao Li

content based image retrieval learning to rank image retrieval semantic gap distance measures +7 more

IJCAI'15 Proceedings of the 24th International Conference on Artificial Intelligence 14 citations Published 2015-07-25
Multi-document abstractive summarization using ILP based multi-sentence compression (2015)

Siddhartha Banerjee Prasenjit Mitra Kazunari Sugiyama

automatic summarization natural language processing readability integer programming information retrieval +5 more

IJCAI'15 Proceedings of the 24th International Conference on Artificial Intelligence 111 citations Published 2015-07-25
Interest inference via structure-constrained multi-source multi-task learning (2015)

Xuemeng Song Liqiang Nie Luming Zhang Maofu Liu Tat-Seng Chua

multi task learning inference machine learning artificial intelligence social network +2 more

IJCAI'15 Proceedings of the 24th International Conference on Artificial Intelligence 63 citations Published 2015-07-25
Generalized transitive distance with minimum spanning random forest (2015)

Zhiding Yu Weiyang Liu Wenbo Liu Xi Peng Zhuo Hui B. V. K. Vijaya Kumar

distance matrices in phylogeny minimum spanning tree cluster analysis metric ultrametric space +7 more

IJCAI'15 Proceedings of the 24th International Conference on Artificial Intelligence 13 citations Published 2015-07-25
Deep learning for event-driven stock prediction (2015)

Xiao Ding Yue Zhang Ting Liu Junwen Duan

stock market prediction deep learning convolutional neural network machine learning artificial intelligence +4 more

IJCAI'15 Proceedings of the 24th International Conference on Artificial Intelligence 457 citations Published 2015-07-25
An adaptive computational model for personalized persuasion (2015)

Yilin Kang Ah-Hwee Tan Chunyan Miao

persuasion elaboration likelihood model human computer interaction network model artificial intelligence +2 more

IJCAI'15 Proceedings of the 24th International Conference on Artificial Intelligence 13 citations Published 2015-07-25
A boosting algorithm for item recommendation with implicit feedback (2015)

Yong Liu Peilin Zhao Aixin Sun Chunyan Miao

collaborative filtering boosting ranking machine learning data mining +5 more

IJCAI'15 Proceedings of the 24th International Conference on Artificial Intelligence 28 citations Published 2015-07-25
Visual Orientation Selectivity Based Structure Description (2015)

Jinjian Wu Weisi Lin Guangming Shi Yazhong Zhang Weisheng Dong Zhibo Chen

human visual system model visual cortex image processing pixel luminance +6 more

IEEE Transactions on Image Processing 38 citations Published 2015-07-23
Initial assessment of image quality for low-dose PET: evaluation of lesion detectability (2015)

Joshua D Schaefferkoetter Jianhua Yan David W Townsend Maurizio Conti

lesion image quality observer standard deviation cluster analysis +7 more

Physics in Medicine and Biology 12 citations Published 2015-07-21
Robust Biometric Recognition From Palm Depth Images for Gloved Hands (2015)

Binh P. Nguyen Wei-Liang Tay Chee-Kong Chui

signature recognition biometrics gesture recognition feature extraction statistical classification +7 more

IEEE Transactions on Human-Machine Systems 53 citations Published 2015-07-17

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Bayesian classifier for multi-oriented video text recognition system (2015)

A hybrid approach for fusing 4D-MRI temporal information with 3D-CT for the study of lung and lung tumor motion (2015)

Constrained Multi-View Video Face Clustering (2015)

Age Estimation via Grouping and Decision Fusion (2015)

Prediction of drug-induced nephrotoxicity and injury mechanisms with human induced pluripotent stem cell-derived cells and machine learning methods (2015)

Deformation capture and modeling of soft objects (2015)

Cloud base height estimation using high-resolution whole sky imagers (2015)

Towards city-scale mobile crowdsourcing: task recommendations under trajectory uncertainties (2015)

Supervised representation learning: transfer learning with deep autoencoders (2015)

Short and sparse text topic modeling via self-aggregation (2015)

Online learning to rank for content-based image retrieval (2015)

Multi-document abstractive summarization using ILP based multi-sentence compression (2015)

Interest inference via structure-constrained multi-source multi-task learning (2015)

Generalized transitive distance with minimum spanning random forest (2015)

Deep learning for event-driven stock prediction (2015)

An adaptive computational model for personalized persuasion (2015)

A boosting algorithm for item recommendation with implicit feedback (2015)

Visual Orientation Selectivity Based Structure Description (2015)

Initial assessment of image quality for low-dose PET: evaluation of lesion detectability (2015)

Robust Biometric Recognition From Palm Depth Images for Gloved Hands (2015)