Publications - Machine Learning SG

Flexible Clustered Multi-Task Learning by Learning Representative Tasks (2016)

Qiang Zhou Qi Zhao

multi task learning semi supervised learning robustness machine learning kernel +6 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 28 citations Published 2016-02-01
Fast Appearance Modeling for Automatic Primary Video Object Segmentation (2016)

Jiong Yang Brian Price Xiaohui Shen Zhe Lin Junsong Yuan

scale space segmentation segmentation based object categorization active appearance model image segmentation segmentation +7 more

IEEE Transactions on Image Processing 28 citations Published 2016-02-01
Estimation statistics should replace significance testing. (2016)

Adam Claridge-Chang Pryseley N Assam

estimation statistics meta analysis as topic medical research machine learning computer science +2 more

Nature Methods 53 citations Published 2016-02-01
Effective deep learning-based multi-modal retrieval (2016)

Wei Wang Xiaoyan Yang Beng Chin Ooi Dongxiang Zhang Yueting Zhuang

deep learning search engine indexing convolutional neural network language model hash function +7 more

very large data bases 99 citations Published 2016-02-01
Differential evolution with multi-population based ensemble of mutation strategies (2016)

Guohua Wu Rammohan Mallipeddi P.N. Suganthan Rui Wang Huangke Chen

evolutionary algorithm differential evolution optimization problem global optimization mathematical optimization +5 more

Information Sciences 257 citations Published 2016-02-01
Detecting Densely Distributed Graph Patterns for Fine-Grained Image Categorization (2016)

Luming Zhang Yang Yang Meng Wang Richang Hong Liqiang Nie Xuelong Li

feature vector discriminative model dense graph kernel categorization +7 more

IEEE Transactions on Image Processing 53 citations Published 2016-02-01
A novel turning behavior control method for rat-robot through the stimulation of ventral posteromedial thalamic nucleus. (2016)

Kedi Xu Jiacheng Zhang Hong Zhou Ji Chao Tristan Lee Xiaoxiang Zheng

spatial memory sensation stimulation robotics robot +6 more

Behavioural Brain Research 15 citations Published 2016-02-01
A modular framework for color image watermarking (2016)

Marco Botta Davide Cavagnino Victor Pomponiu

watermark jpeg color image lossy compression digital watermarking +6 more

Signal Processing 25 citations Published 2016-02-01
Kernel online learning with adaptive kernel width (2016)

Haijin Fan Qing Song Sumit B. Shrestha

variable kernel density estimation radial basis function kernel kernel tree kernel kernel embedding of distributions +6 more

Neurocomputing 20 citations Published 2016-01-29
Category Specific Dictionary Learning for Attribute Specific Feature Selection (2016)

Wei Wang Yan Yan Stefan Winkler Nicu Sebe

feature selection feature vector robustness visualization pattern recognition +7 more

IEEE Transactions on Image Processing 53 citations Published 2016-01-28
Mining Road Network Correlation for Traffic Estimation via Compressive Sensing (2016)

Zhidan Liu Zhenjiang Li Mo Li Wei Xing Dongming Lu

traffic congestion reconstruction with kerner s three phase theory traffic generation model network traffic simulation sparse approximation compressed sensing +7 more

IEEE Transactions on Intelligent Transportation Systems 31 citations Published 2016-01-25
Online sequential reduced kernel extreme learning machine (2016)

Wan-Yu Deng Yew-Soon Ong Puay Siew Tan Qing-Hua Zheng

online machine learning relevance vector machine radial basis function kernel extreme learning machine active learning +7 more

Neurocomputing 13 citations Published 2016-01-22
Neuromorphic Event-Based 3D Pose Estimation (2016)

David Reverter Valeiras Garrick Orchard Sio-Hoi Ieng Ryad B. Benosman

3d pose estimation pose neuromorphic engineering computer vision asynchronous communication +6 more

Frontiers in Neuroscience 21 citations Published 2016-01-22
Hybrid recursive least squares algorithm for online sequential identification using data chunks (2016)

Ning Wang Jing-Chao Sun Meng Joo Er Yan-Cheng Liu

recursive least squares filter non linear least squares least squares algorithm recursion +7 more

Neurocomputing 16 citations Published 2016-01-22
Gradient-based no-reference image blur assessment using extreme learning machine (2016)

Shuigen Wang Chenwei Deng Baojun Zhao Guang-Bin Huang Baoxian Wang

extreme learning machine support vector machine image quality scene statistics pattern recognition +7 more

Neurocomputing 25 citations Published 2016-01-22
Optical Manipulation of Multiple Groups of Microobjects Using Robotic Tweezers (2016)

Reza Haghighi Chien Chern Cheah

robotics robot kinematics automation tweezers asynchronous communication +6 more

IEEE Transactions on Robotics 11 citations Published 2016-01-21
Sequential active learning using meta-cognitive extreme learning machine (2016)

Yong Zhang Meng Joo Er

active learning semi supervised learning online machine learning active learning instance based learning +6 more

Neurocomputing 19 citations Published 2016-01-15
Hybrid BF-PSO and fuzzy support vector machine for diagnosis of fatigue status using EMG signal features (2016)

Q. Wu J.F. Mao C.F. Wei S. Fu R. Law L. Ding B.T. Yu B. Jia C.H. Yang

support vector machine discrete wavelet transform hilbert huang transform fast fourier transform particle swarm optimization +6 more

Neurocomputing 15 citations Published 2016-01-15
An online sequential learning algorithm for regularized Extreme Learning Machine (2016)

Zhifei Shao Meng Joo Er

extreme learning machine initialization sequence learning feedforward neural network machine learning +6 more

Neurocomputing 26 citations Published 2016-01-15
Adaptive incremental learning of image semantics with application to social robot (2016)

Hong Zhang Ping Wu Aryel Beck Zhijun Zhang Xingyu Gao

robot learning social robot robot control personal robot humanoid robot +5 more

Neurocomputing 12 citations Published 2016-01-15

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Flexible Clustered Multi-Task Learning by Learning Representative Tasks (2016)

Fast Appearance Modeling for Automatic Primary Video Object Segmentation (2016)

Estimation statistics should replace significance testing. (2016)

Effective deep learning-based multi-modal retrieval (2016)

Differential evolution with multi-population based ensemble of mutation strategies (2016)

Detecting Densely Distributed Graph Patterns for Fine-Grained Image Categorization (2016)

A novel turning behavior control method for rat-robot through the stimulation of ventral posteromedial thalamic nucleus. (2016)

A modular framework for color image watermarking (2016)

Kernel online learning with adaptive kernel width (2016)

Category Specific Dictionary Learning for Attribute Specific Feature Selection (2016)

Mining Road Network Correlation for Traffic Estimation via Compressive Sensing (2016)

Online sequential reduced kernel extreme learning machine (2016)

Neuromorphic Event-Based 3D Pose Estimation (2016)

Hybrid recursive least squares algorithm for online sequential identification using data chunks (2016)

Gradient-based no-reference image blur assessment using extreme learning machine (2016)

Optical Manipulation of Multiple Groups of Microobjects Using Robotic Tweezers (2016)

Sequential active learning using meta-cognitive extreme learning machine (2016)

Hybrid BF-PSO and fuzzy support vector machine for diagnosis of fatigue status using EMG signal features (2016)

An online sequential learning algorithm for regularized Extreme Learning Machine (2016)

Adaptive incremental learning of image semantics with application to social robot (2016)