Publications - Machine Learning SG

Parkinson's disease prediction using gene expression - A projection based learning meta-cognitive neural classifier approach (2013)

G. Sateesh Babu S. Suresh

radial basis function network independent component analysis classifier cognition principles of learning +7 more

Expert Systems With Applications 74 citations Published 2013-04-01
Online monitoring and measurements of tool wear for precision turning of stainless steel parts (2013)

Tien-I Liu Tien-I Liu Shin-Da Song George Liu Zhang Wu

tool wear adaptive neuro fuzzy inference system artificial neural network catastrophic failure feature selection +7 more

The International Journal of Advanced Manufacturing Technology 60 citations Published 2013-04-01
Objective-Guided Image Annotation (2013)

Qi Mao Ivor Wai-Hung Tsang Shenghua Gao

image retrieval automatic image annotation annotation contextual image classification support vector machine +6 more

IEEE Transactions on Image Processing 29 citations Published 2013-04-01
Human action recognition employing negative space features (2013)

Shah Atiqur Rahman M. K. H. Leung Siu-Yeung Cho

dynamic time warping feature extraction silhouette negative space segmentation +6 more

Journal of Visual Communication and Image Representation 14 citations Published 2013-04-01
Fully automatic face recognition framework based on local and global features (2013)

Cong Geng Xudong Jiang

facial recognition system machine learning computer science artificial intelligence fully automatic

machine vision applications 26 citations Published 2013-04-01
Estimating EXIF Parameters Based on Noise Features for Image Manipulation Detection (2013)

Jiayuan Fan Hong Cao A. C. Kot

image noise image processing feature extraction image file formats header +7 more

IEEE Transactions on Information Forensics and Security 58 citations Published 2013-04-01
Efficient semi-supervised feature selection with noise insensitive trace ratio criterion (2013)

Yun Liu Feiping Nie Jigang Wu Lihui Chen

feature selection dimensionality reduction web mining preprocessor pattern recognition +6 more

Neurocomputing 74 citations Published 2013-04-01
Additive Log-Logistic Model for Networked Video Quality Assessment (2013)

Fan Zhang Weisi Lin Zhibo Chen King Ngi Ngan

subjective video quality video quality statistical inference support vector machine regression analysis +7 more

IEEE Transactions on Image Processing 21 citations Published 2013-04-01
Joint Optimization Toward Effective and Efficient Image Search (2013)

Shikui Wei Dong Xu Xuelong Li Yao Zhao

automatic image annotation feature detection image retrieval real image search algorithm +7 more

IEEE Transactions on Systems, Man, and Cybernetics 35 citations Published 2013-03-27
Texture brush: an interactive surface texturing interface (2013)

Qian Sun Long Zhang Minqi Zhang Xiang Ying Shi-Qing Xin Jiazhi Xia Ying He

texture atlas texture filtering projective texture mapping texture compression texture mapping +7 more

Proceedings of the ACM SIGGRAPH Symposium on Interactive 3D Graphics and Games 11 citations Published 2013-03-21
Bayesian Learning for Spatial Filtering in an EEG-Based Brain–Computer Interface (2013)

Haihong Zhang Huijuan Yang Cuntai Guan

bayes error rate bayes classifier naive bayes classifier bayes theorem bayes factor +6 more

IEEE Transactions on Neural Networks 55 citations Published 2013-03-21
CINEMA: conformity-aware greedy algorithm for influence maximization in online social networks (2013)

Hui Li Sourav S. Bhowmick Aixin Sun

greedy algorithm conformity subnetwork maximization data structure +5 more

Proceedings of the 16th International Conference on Extending Database Technology 16 citations Published 2013-03-18
Sparse Representation Classifier Steered Discriminative Projection With Applications to Face Recognition (2013)

Jian Yang Delin Chu Lei Zhang Yong Xu Jingyu Yang

feature extraction sparse approximation dimensionality reduction facial recognition system iterative reconstruction +7 more

IEEE Transactions on Neural Networks 194 citations Published 2013-03-13
Multiband Radar Signal Coherent Fusion Processing With IAA and apFFT (2013)

Jihua Tian Jinping Sun Guohua Wang Yanping Wang Weixian Tan

space time adaptive processing multidimensional signal processing fast fourier transform radar sensor fusion +7 more

IEEE Signal Processing Letters 27 citations Published 2013-03-07
Clinical Impact of Time-of-Flight and Point Response Modeling in PET Reconstructions: A Lesion Detection Study (2013)

Joshua Schaefferkoetter Michael Casey David Townsend Georges El Fakhri

point spread function receiver operating characteristic image processing positron emission tomography poisson distribution +7 more

Physics in Medicine and Biology 82 citations Published 2013-03-07
Simultaneously learning DNA motif along with its position and sequence rank preferences through expectation maximization algorithm. (2013)

ZhiZhuo Zhang Cheng Wei Chang Willy Hugo Edwin Cheung Wing-Kin Sung

sequence motif mixture model position specific scoring matrices expectation maximization algorithm motif +6 more

Journal of Computational Biology 11 citations Published 2013-03-05
The effects of familiarity and robot gesture on user acceptance of information (2013)

Aelee Kim Jooyun Han Younbo Jung Kwanmin Lee

social robot gesture recognition humanoid robot gesture human robot interaction +7 more

Proceedings of the 8th ACM/IEEE international conference on Human-robot interaction 17 citations Published 2013-03-03
Robust Image Analysis With Sparse Representation on Quantized Visual Features (2013)

Bing-Kun Bao Guangyu Zhu Jialie Shen Shuicheng Yan

sparse approximation visual word distortion quantization contextual image classification +6 more

IEEE Transactions on Image Processing 42 citations Published 2013-03-01
Perspectives on crowdsourcing annotations for natural language processing (2013)

Aobo Wang Cong Duy Hoang Min-Yen Kan

crowdsourcing crowdsourcing software development computational linguistics annotation data science +5 more

language resources and evaluation 86 citations Published 2013-03-01
Ordinary Preserving Manifold Analysis for Human Age and Head Pose Estimation (2013)

Jiwen Lu Yap-Peng Tan

3d pose estimation pose nonlinear dimensionality reduction discriminative model subspace topology +7 more

IEEE Transactions on Human-Machine Systems 103 citations Published 2013-03-01

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Parkinson's disease prediction using gene expression - A projection based learning meta-cognitive neural classifier approach (2013)

Online monitoring and measurements of tool wear for precision turning of stainless steel parts (2013)

Objective-Guided Image Annotation (2013)

Human action recognition employing negative space features (2013)

Fully automatic face recognition framework based on local and global features (2013)

Estimating EXIF Parameters Based on Noise Features for Image Manipulation Detection (2013)

Efficient semi-supervised feature selection with noise insensitive trace ratio criterion (2013)

Additive Log-Logistic Model for Networked Video Quality Assessment (2013)

Joint Optimization Toward Effective and Efficient Image Search (2013)

Texture brush: an interactive surface texturing interface (2013)

Bayesian Learning for Spatial Filtering in an EEG-Based Brain–Computer Interface (2013)

CINEMA: conformity-aware greedy algorithm for influence maximization in online social networks (2013)

Sparse Representation Classifier Steered Discriminative Projection With Applications to Face Recognition (2013)

Multiband Radar Signal Coherent Fusion Processing With IAA and apFFT (2013)

Clinical Impact of Time-of-Flight and Point Response Modeling in PET Reconstructions: A Lesion Detection Study (2013)

Simultaneously learning DNA motif along with its position and sequence rank preferences through expectation maximization algorithm. (2013)

The effects of familiarity and robot gesture on user acceptance of information (2013)

Robust Image Analysis With Sparse Representation on Quantized Visual Features (2013)

Perspectives on crowdsourcing annotations for natural language processing (2013)

Ordinary Preserving Manifold Analysis for Human Age and Head Pose Estimation (2013)