Publications - Machine Learning SG

Online Social Network Profile Linkage (2014)

Haochen Zhang Min-Yen Kan Yiqun Liu Shaoping Ma

naive bayes classifier probabilistic classification pairwise comparison probabilistic logic social network +6 more

Asia Information Retrieval Symposium 26 citations Published 2014-12-03
Stepwise approach for the evolution of generalized genetic programming model in prediction of surface finish of the turning process (2014)

A. Garg K. Tai

parametric statistics genetic programming soft computing support vector machine artificial neural network +7 more

Advances in Engineering Software 30 citations Published 2014-12-01
Software process evaluation: a machine learning framework with application to defect management process (2014)

Ning Chen Steven C. Hoi Xiaokui Xiao

goal driven software development process empirical process software metric verification and validation software development +7 more

Empirical Software Engineering 14 citations Published 2014-12-01
Review on teaching and learning of computational thinking through programming (2014)

Sze Yee Lye Joyce Hwee Ling Koh

computational thinking computer programming learning environment constructionism think aloud protocol +6 more

Computers in Human Behavior 518 citations Published 2014-12-01
Predicting traffic speed in urban transportation subnetworks for multiple horizons (2014)

Justin Dauwels Aamer Aslam Muhammad Tayyab Asif Xinyue Zhao Nikola Mitro Vie Andrzej Cichocki Patrick Jaillet

partial least squares regression intelligent transportation system feature selection subnetwork matrix decomposition +6 more

2014 13th International Conference on Control Automation Robotics & Vision (ICARCV) 15 citations Published 2014-12-01
PLDA in the i-supervector space for text-independent speaker verification (2014)

Ye Jiang Kong Aik Lee Longbiao Wang

dimensionality reduction normalization posterior probability subspace topology computational complexity theory +7 more

Eurasip Journal on Audio, Speech, and Music Processing 14 citations Published 2014-12-01
Developing a Mobile Lower Limb Robotic Exoskeleton for Gait Rehabilitation (2014)

Zhao Guo Zhao Guo Haoyong Yu Yue H. Yin

exoskeleton device powered exoskeleton orthotics gait sagittal plane +6 more

Journal of Medical Devices-transactions of The Asme 14 citations Published 2014-12-01
Bin Ratio-Based Histogram Distances and Their Application to Image Classification (2014)

Weiming Hu Nianhua Xie Ruiguang Hu Haibin Ling Qiang Chen Shuicheng Yan Stephen J. Maybank

histogram matching adaptive histogram equalization histogram balanced histogram thresholding normalization +6 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 21 citations Published 2014-12-01
An image based targeting method to guide a tentacle-like curvilinear concentric tube robot (2014)

Keyu Wu Liao Wu Hongliang Ren

visual servoing robot kinematics concentric robot grippers +7 more

2014 IEEE International Conference on Robotics and Biomimetics (ROBIO 2014) 18 citations Published 2014-12-01
An evaluation framework for input variable selection algorithms for environmental data-driven models (2014)

Stefano Galelli Greer B. Humphrey Holger R. Maier Andrea Castelletti Graeme C. Dandy Matthew S. Gibbs

feature selection environmental data artificial neural network machine learning data mining +5 more

Environmental Modelling and Software 143 citations Published 2014-12-01
A hybrid $$\text{ M}5^\prime $$-genetic programming approach for ensuring greater trustworthiness of prediction ability in modelling of FDM process (2014)

A. Garg K. Tai C. H. Lee M. M. Savalani

adaptive neuro fuzzy inference system genetic programming prime empirical modelling support vector machine +7 more

Journal of Intelligent Manufacturing 42 citations Published 2014-12-01
Vehicle motion intention reasoning using cooperative perception on urban road (2014)

Wei Liu Seong-Woo Kim Katarzyna Anna Marczuk Marcelo H. Ang

overtaking vehicle dynamics hidden markov model inference perception +6 more

17th International IEEE Conference on Intelligent Transportation Systems (ITSC14)Institute of Electrical and Electronics Engineers (IEEE)China Association of AutomationQingdao Academy of Intelligent IndustriesState Key Laboratory of Management and Control for Complex SystemsXi'an Jiaotong University, ChinaInstitute of Automation,Chinese Academy of Sciences 13 citations Published 2014-11-20
Multi-label segmentation of white matter structures: Application to neonatal brains (2014)

Nagulan Ratnarajah Anqi Qiu Anqi Qiu

diffusion mri white matter voxel tractography segmentation +6 more

NeuroImage 11 citations Published 2014-11-15
Random feature subspace ensemble based Extreme Learning Machine for liver tumor detection and segmentation. (2014)

Weimin Huang Yongzhong Yang Zhiping Lin Guang-Bin Huang Jiayin Zhou Yuping Duan Wei Xiong

feature novelty detection feature vector extreme learning machine scale space segmentation +7 more

Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual Conference 23 citations Published 2014-11-06
Early melanoma diagnosis with mobile imaging. (2014)

Thanh-Toan Do Yiren Zhou Haitian Zheng Ngai-Man Cheung Dawn Chin-Ing Koh

feature selection segmentation medical imaging computer vision computer science +5 more

Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual Conference 24 citations Published 2014-11-06
Detection of variations in cognitive workload using multi-modality physiological sensors and a large margin unbiased regression machine. (2014)

Haihong Zhang Yongwei Zhu Jayachandran Maniyeri Cuntai Guan

workload cognitive ergonomics electroencephalography feature extraction cross validation +7 more

Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual Conference 17 citations Published 2014-11-06
Start from Scratch: Towards Automatically Identifying, Modeling, and Naming Visual Attributes (2014)

Hanwang Zhang Yang Yang Huanbo Luan Shuicheng Yang Tat-Seng Chua

automatic image annotation autoencoder semantics deep learning knowledge base +6 more

Proceedings of the 22nd ACM international conference on Multimedia 64 citations Published 2014-11-03
Perception-Guided Multimodal Feature Fusion for Photo Aesthetics Assessment (2014)

Luming Zhang Yue Gao Chao Zhang Hanwang Zhang Qi Tian Roger Zimmermann

sensory cue supervised learning salient computer vision perception +7 more

Proceedings of the 22nd ACM international conference on Multimedia 43 citations Published 2014-11-03
One of a Kind: User Profiling by Social Curation (2014)

Xue Geng Hanwang Zhang Zheng Song Yang Yang Huanbo Luan Tat-Seng Chua

social network social media personalized search social relation deep learning +6 more

Proceedings of the 22nd ACM international conference on Multimedia 23 citations Published 2014-11-03
Improving Content-based and Hybrid Music Recommendation using Deep Learning (2014)

Xinxi Wang Ye Wang

deep belief network collaborative filtering recommender system feature learning deep learning +6 more

Proceedings of the 22nd ACM international conference on Multimedia 279 citations Published 2014-11-03

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Online Social Network Profile Linkage (2014)

Stepwise approach for the evolution of generalized genetic programming model in prediction of surface finish of the turning process (2014)

Software process evaluation: a machine learning framework with application to defect management process (2014)

Review on teaching and learning of computational thinking through programming (2014)

Predicting traffic speed in urban transportation subnetworks for multiple horizons (2014)

PLDA in the i-supervector space for text-independent speaker verification (2014)

Developing a Mobile Lower Limb Robotic Exoskeleton for Gait Rehabilitation (2014)

Bin Ratio-Based Histogram Distances and Their Application to Image Classification (2014)

An image based targeting method to guide a tentacle-like curvilinear concentric tube robot (2014)

An evaluation framework for input variable selection algorithms for environmental data-driven models (2014)

A hybrid $$\text{ M}5^\prime $$-genetic programming approach for ensuring greater trustworthiness of prediction ability in modelling of FDM process (2014)

Vehicle motion intention reasoning using cooperative perception on urban road (2014)

Multi-label segmentation of white matter structures: Application to neonatal brains (2014)

Random feature subspace ensemble based Extreme Learning Machine for liver tumor detection and segmentation. (2014)

Early melanoma diagnosis with mobile imaging. (2014)

Detection of variations in cognitive workload using multi-modality physiological sensors and a large margin unbiased regression machine. (2014)

Start from Scratch: Towards Automatically Identifying, Modeling, and Naming Visual Attributes (2014)

Perception-Guided Multimodal Feature Fusion for Photo Aesthetics Assessment (2014)

One of a Kind: User Profiling by Social Curation (2014)

Improving Content-based and Hybrid Music Recommendation using Deep Learning (2014)