Publications - Machine Learning SG

Frame Rate Up-Conversion Using Trilateral Filtering (2010)

Ci Wang Lei Zhang Yuwen He Yap-Peng Tan

motion estimation frame rate motion compensation pixel image processing +6 more

IEEE Transactions on Circuits and Systems for Video Technology 116 citations Published 2010-06-01
Fast communication: Dominant singular value decomposition representation for face recognition (2010)

Jiwen Lu Yongwei Zhao

singular value decomposition facial recognition system singular value discriminative model grayscale +4 more

Signal Processing 12 citations Published 2010-06-01
Evaluation of novelty metrics for sentence-level novelty mining (2010)

Flora S. Tsai Wenyin Tang Kap Luk Chan

novelty novelty detection knowledge base sentence machine learning +4 more

Information Sciences 32 citations Published 2010-06-01
Entropy controlled Laplacian regularization for least square regression (2010)

Xinchao Wang Dacheng Tao Zhu Li

entropy maximization least squares nonlinear dimensionality reduction linear combination entropy +7 more

Signal Processing 15 citations Published 2010-06-01
Emergent self-organizing feature map for recognizing road sign images (2010)

Yok-Yen Nguwi Siu-Yeung Cho

self organizing map contextual image classification data visualization machine learning computer science +6 more

Neural Computing and Applications 19 citations Published 2010-06-01
Correction of Spatially Varying Image and Video Motion Blur Using a Hybrid Camera (2010)

Yu-Wing Tai Hao Du Michael S Brown Stephen Lin

motion interpolation motion blur video camera motion compensation video tracking +6 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 126 citations Published 2010-06-01
Classification by semi-supervised discriminative regularization (2010)

Fei Wu Wenhua Wang Yi Yang Yueting Zhuang Feiping Nie

semi supervised learning data classification linear discriminant analysis statistical classification discriminative model +7 more

Neurocomputing 30 citations Published 2010-06-01
Binary SIPPER plankton image classification using random subspace (2010)

Feng Zhao Feng Lin Hock Soon Seah

random subspace method contextual image classification feature vector subspace topology discriminative model +6 more

Neurocomputing 24 citations Published 2010-06-01
Atlas Generation for Subcortical and Ventricular Structures With Its Applications in Shape Analysis (2010)

Anqi Qiu Timothy Brown Bruce Fischl Jun Ma Michael I Miller

brain atlas population shape analysis metric atlas +7 more

IEEE Transactions on Image Processing 67 citations Published 2010-06-01
Advanced Hough Transform Using A Multilayer Fractional Fourier Method (2010)

Daming Shi Liying Zheng Jigang Liu

fractional fourier transform hough transform radon transform non uniform discrete fourier transform short time fourier transform +7 more

IEEE Transactions on Image Processing 55 citations Published 2010-06-01
Accurate video text detection through classification of low and high contrast images (2010)

Palaiahnakote Shivakumara Weihua Huang Trung Quy Phan Chew Lim Tan

video tracking video denoising motion compensation canny edge detector sobel operator +7 more

Pattern Recognition 84 citations Published 2010-06-01
A Unified Tensor Level Set for Image Segmentation (2010)

Bin Wang Xinbo Gao Dacheng Tao Xuelong Li

tensor image segmentation level set method level set scalar +6 more

systems man and cybernetics 93 citations Published 2010-06-01
A generic data-driven software reliability model with model mining technique (2010)

Bo Yang Xiang Li Min Xie Feng Tan

software reliability testing software sizing software metric software quality data modeling +6 more

Reliability Engineering & System Safety 61 citations Published 2010-06-01
A general graph-based semi-supervised learning with novel class discovery (2010)

Feiping Nie Shiming Xiang Yun Liu Changshui Zhang

semi supervised learning moral graph markov chain data point machine learning +6 more

Neural Computing and Applications 117 citations Published 2010-06-01
A BCM Theory of Meta-Plasticity for Online Self-Reorganizing Fuzzy-Associative Learning (2010)

Javan Tan Chai Quek

associative learning bcm theory hebbian theory artificial neural network associative property +6 more

IEEE Transactions on Neural Networks 25 citations Published 2010-06-01
A Neural Network Based Spectrum Prediction Scheme for Cognitive Radio (2010)

V. K. Tumuluru P. Wang D. Niyato

cognitive radio multilayer perceptron artificial neural network channel computer network +7 more

2010 IEEE International Conference on Communications 226 citations Published 2010-05-23
Prediction of protein long-range contacts using an ensemble of genetic algorithm classifiers with sequence profile centers (2010)

Peng Chen Jinyan Li

data set genetic algorithm pattern recognition sampling protein structure +6 more

BMC Structural Biology 20 citations Published 2010-05-17
Identifying Novel Type ZBGs and Nonhydroxamate HDAC Inhibitors Through a SVM Based Virtual Screening Approach (2010)

X. H. Liu H. Y. Song J. X. Zhang B. C. Han X. N. Wei X. H. Ma W. K. Cui Y. Z. Chen

virtual screening pubchem support vector machine histone deacetylase machine learning +2 more

Molecular Informatics 21 citations Published 2010-05-17
Enhancing photograph visual quality using texture and contrast data from near infra-red images (2010)

Terence Mong Cheng Sim Xiaopeng Zhang

image texture wavelet transform histogram visible spectrum computer vision +5 more

57 citations Published 2010-05-13
On the role of distances in defining voting rules (2010)

Edith Elkind Piotr Faliszewski Arkadii Slinko

cardinal voting systems condorcet method voting rationalizability metric +7 more

AAMAS '10 Proceedings of the 9th International Conference on Autonomous Agents and Multiagent Systems: volume 1 - Volume 1 54 citations Published 2010-05-10

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Frame Rate Up-Conversion Using Trilateral Filtering (2010)

Fast communication: Dominant singular value decomposition representation for face recognition (2010)

Evaluation of novelty metrics for sentence-level novelty mining (2010)

Entropy controlled Laplacian regularization for least square regression (2010)

Emergent self-organizing feature map for recognizing road sign images (2010)

Correction of Spatially Varying Image and Video Motion Blur Using a Hybrid Camera (2010)

Classification by semi-supervised discriminative regularization (2010)

Binary SIPPER plankton image classification using random subspace (2010)

Atlas Generation for Subcortical and Ventricular Structures With Its Applications in Shape Analysis (2010)

Advanced Hough Transform Using A Multilayer Fractional Fourier Method (2010)

Accurate video text detection through classification of low and high contrast images (2010)

A Unified Tensor Level Set for Image Segmentation (2010)

A generic data-driven software reliability model with model mining technique (2010)

A general graph-based semi-supervised learning with novel class discovery (2010)

A BCM Theory of Meta-Plasticity for Online Self-Reorganizing Fuzzy-Associative Learning (2010)

A Neural Network Based Spectrum Prediction Scheme for Cognitive Radio (2010)

Prediction of protein long-range contacts using an ensemble of genetic algorithm classifiers with sequence profile centers (2010)

Identifying Novel Type ZBGs and Nonhydroxamate HDAC Inhibitors Through a SVM Based Virtual Screening Approach (2010)

Enhancing photograph visual quality using texture and contrast data from near infra-red images (2010)

On the role of distances in defining voting rules (2010)