Publications - Machine Learning SG

Formal Syntheses of (−)‐ and (+)‐Phalarine (2011)

Hanfeng Ding David Y.‐K. Chen

palladium total synthesis text mining chemistry natural language processing +1 more

Angewandte Chemie 21 citations Published 2011-01-17
Bagging for robust non-linear multivariate calibration of spectroscopy (2011)

Ke Wang Tao Chen Raymond Lau

bootstrap aggregating ensemble forecasting kriging artificial neural network bootstrapping +7 more

Chemometrics and Intelligent Laboratory Systems 24 citations Published 2011-01-15
Inertial-Magnetic Sensors for Assessing Spatial Cognition in Infants (2011)

D Campolo F Taffoni D Formica G Schiavone F Keller E Guglielmelli

spatial cognition match moving accelerometer observational error calibration +7 more

IEEE Transactions on Biomedical Engineering 19 citations Published 2011-01-13
Image quality assessment based on S-CIELAB model (2011)

Lihuo He Xinbo Gao Wen Lu Xuelong Li Dacheng Tao

color image color space color normalization color model image quality +6 more

Signal, Image and Video Processing 20 citations Published 2011-01-13
Shape stylized face caricatures (2011)

Nguyen Kim Hai Le Yong Peng Why Golam Ashraf

exaggeration interactive media computer vision golden ratio portrait +6 more

MMM'11 Proceedings of the 17th international conference on Advances in multimedia modeling - Volume Part I 16 citations Published 2011-01-05
Saliency retargeting: An approach to enhance image aesthetics (2011)

Lai-Kuan Wong Kok-Lim Low

retargeting image segmentation salience feature feature extraction +7 more

2011 IEEE Workshop on Applications of Computer Vision (WACV) 29 citations Published 2011-01-05
Generative group activity analysis with quaternion descriptor (2011)

Guangyu Zhu Shuicheng Yan Tony X. Han Changsheng Xu

probabilistic latent semantic analysis discriminative model probabilistic logic video content analysis quaternion +7 more

MMM'11 Proceedings of the 17th international conference on Advances in multimedia modeling - Volume Part II 11 citations Published 2011-01-05
Speaker State Classification Based on Fusion of Asymmetric SIMPLS and Support Vector Machines (2011)

Dong-Yan Huang Shuzhi Sam Ge Zhengchen Zhang

support vector machine test set speech recognition pattern recognition partial least squares regression +7 more

INTERSPEECH 17 citations Published 2011-01-01
Six degree-of-freedom haptic rendering for biomolecular docking (2011)

Xiyuan Hou Olga Sourina

haptic technology docking virtual machine docking computer graphics images +6 more

Transactions on computational science XII 12 citations Published 2011-01-01
Side-Information based Linear Discriminant Analysis for Face Recognition. (2011)

Meina Kan Shiguang Shan Dong Xu Xilin Chen

kernel fisher discriminant analysis linear discriminant analysis multiple discriminant analysis facial recognition system pattern recognition +3 more

British Machine Vision Conference 2011 83 citations Published 2011-01-01
Recursive Mahalanobis Separability Measure for Gene Subset Selection (2011)

Kezhi Z. Mao Wenyin Tang

mahalanobis distance overfitting feature selection feature extraction discriminative model +7 more

IEEE/ACM Transactions on Computational Biology and Bioinformatics 14 citations Published 2011-01-01
Recognizing pair-activities by causality analysis (2011)

Yue Zhou Bingbing Ni Shuicheng Yan Thomas S. Huang

granger causality weighting input output causality digital filter +6 more

ACM Transactions on Intelligent Systems and Technology 13 citations Published 2011-01-01
Real-Time Video Stabilization for Unmanned Aerial Vehicles (2011)

Yue Wang Zujun Hou Karianto Leman Richard Chang

motion estimation affine transformation corner detection image stabilization computer vision +5 more

Journal of Machine Vision and Applications 17 citations Published 2011-01-01
Predicting Item Adoption Using Social Correlation (2011)

Freddy Chong Tat Chua Hady Wirawan Lauw Ee-Peng Lim

social graph latent dirichlet allocation social network social information processing probabilistic logic +6 more

SDM 21 citations Published 2011-01-01
Positive Unlabeled Leaning for Time Series Classification. (2011)

Minh Nhut Nguyen Xiaoli Li See-Kiong Ng

computer science pattern recognition artificial intelligence time series classification

IJCAI 65 citations Published 2011-01-01
Optimizing the quality of bootstrap-based prediction intervals (2011)

Abbas Khosravi Saeid Nahavandi Doug Creighton Dipti Srinivasan

confidence and prediction bands bootstrap aggregating prediction interval coverage probability bootstrapping +7 more

The 2011 International Joint Conference on Neural Networks 14 citations Published 2011-01-01
Nearest Feature Space Analysis for Classification (2011)

Jiwen Lu Yap-Peng Tan

random subspace method k nearest neighbors algorithm subspace topology feature vector facial recognition system +6 more

IEEE Signal Processing Letters 30 citations Published 2011-01-01
Matting and compositing of transparent and refractive objects (2011)

Sai-Kit Yeung Chi-Keung Tang Michael S. Brown Sing Bing Kang

compositing fresnel equations computer graphics images caustic computer vision +7 more

ACM Transactions on Graphics 32 citations Published 2011-01-01
Local Keypoints and Global Affine Geometry: Triangles and Ellipses for Image Fragment Matching (2011)

Mariusz Paradowski Mariusz Paradowski Andrzej Śluzek Andrzej Śluzek Andrzej Śluzek

feature detection image texture visual word affine geometry ellipse +6 more

21 citations Published 2011-01-01
Kurtosis-based no-reference quality assessment of JPEG2000 images (2011)

Jing Zhang S. H. Ong Thinh M. Le

image quality image processing kurtosis discrete cosine transform image compression +6 more

Signal Processing-image Communication 53 citations Published 2011-01-01

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Formal Syntheses of (−)‐ and (+)‐Phalarine (2011)

Bagging for robust non-linear multivariate calibration of spectroscopy (2011)

Inertial-Magnetic Sensors for Assessing Spatial Cognition in Infants (2011)

Image quality assessment based on S-CIELAB model (2011)

Shape stylized face caricatures (2011)

Saliency retargeting: An approach to enhance image aesthetics (2011)

Generative group activity analysis with quaternion descriptor (2011)

Speaker State Classification Based on Fusion of Asymmetric SIMPLS and Support Vector Machines (2011)

Six degree-of-freedom haptic rendering for biomolecular docking (2011)

Side-Information based Linear Discriminant Analysis for Face Recognition. (2011)

Recursive Mahalanobis Separability Measure for Gene Subset Selection (2011)

Recognizing pair-activities by causality analysis (2011)

Real-Time Video Stabilization for Unmanned Aerial Vehicles (2011)

Predicting Item Adoption Using Social Correlation (2011)

Positive Unlabeled Leaning for Time Series Classification. (2011)

Optimizing the quality of bootstrap-based prediction intervals (2011)

Nearest Feature Space Analysis for Classification (2011)

Matting and compositing of transparent and refractive objects (2011)

Local Keypoints and Global Affine Geometry: Triangles and Ellipses for Image Fragment Matching (2011)

Kurtosis-based no-reference quality assessment of JPEG2000 images (2011)