Publications - Machine Learning SG

Comprehensive query-dependent fusion using regression-on-folksonomies: a case study of multimodal music search (2009)

Bingjun Zhang Qiaoliang Xiang Huanhuan Lu Jialie Shen Ye Wang

multimodal search folksonomy information needs knowledge space test data +7 more

Proceedings of the 17th ACM international conference on Multimedia 12 citations Published 2009-10-23
Automated localization of affective objects and actions in images via caption text-cum-eye gaze analysis (2009)

Subramanian Ramanathan Harish Katti Raymond Huang Tat-Seng Chua Mohan Kankanhalli

eye tracking gaze fixation computer vision statistical model +3 more

Proceedings of the 17th ACM international conference on Multimedia 24 citations Published 2009-10-23
In silico prediction and screening of gamma-secretase inhibitors by molecular descriptors and machine learning methods. (2009)

Xue-Gang Yang Wei Lv Yu Zong Chen Ying Xue

applicability domain receiver operating characteristic virtual screening support vector machine feature selection +7 more

Journal of Computational Chemistry 18 citations Published 2009-10-21
Improvement of brain segmentation accuracy by optimizing non-uniformity correction using N3. (2009)

Weili Zheng Michael W.L. Chee Vitali Zagorodnov

brain segmentation nonparametric statistics phased array pattern recognition multiplicative function +6 more

NeuroImage 77 citations Published 2009-10-15
A novel image authentication scheme based on hyper-chaotic cell neural network (2009)

Tiegang Gao Qiaolun Gu Sabu Emmanuel

feature detection authentication key space pixel chaotic +7 more

Chaos Solitons & Fractals 19 citations Published 2009-10-15
Texture representation in AAM using Gabor wavelet and local binary patterns (2009)

Ya Su Dacheng Tao Xuelong Li Xinbo Gao

image texture texture filtering local binary patterns gabor wavelet texture compression +7 more

2009 IEEE International Conference on Systems, Man and Cybernetics 16 citations Published 2009-10-11
Nonrigid Registration of Myocardial Perfusion MRI Using Pseudo Ground Truth (2009)

Chao Li Ying Sun

ground truth energy functional perfusion computer vision physics +6 more

MICCAI '09 Proceedings of the 12th International Conference on Medical Image Computing and Computer-Assisted Intervention: Part I 17 citations Published 2009-10-02
MASS: A Malay language LVCSR corpus resource (2009)

Tien-Ping Tan Xiong Xiao Enya Kong Tang Eng Siong Chng Haizhou Li

speech corpus text corpus pronunciation vocabulary malay +7 more

2009 Oriental COCOSDA International Conference on Speech Database and Assessments 25 citations Published 2009-10-02
Two-Dimensional Multilabel Active Learning with an Efficient Online Adaptation Model for Image Classification (2009)

Guo-Jun Qi Xian-Sheng Hua Yong Rui Jinhui Tang Hong-Jiang Zhang

statistical classification binary classification contextual image classification automatic image annotation active learning +7 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 99 citations Published 2009-10-01
Taxonomy of Directing Semantics for Film Shot Classification (2009)

Hee Lin Wang Loong-Fah Cheong

motion estimation semantics contextual image classification markov random field image segmentation +6 more

IEEE Transactions on Circuits and Systems for Video Technology 22 citations Published 2009-10-01
Reversibility improved lossless data hiding (2009)

Xinbo Gao Lingling An Xuelong Li Dacheng Tao

watermark digital watermarking grayscale color image distortion +6 more

Signal Processing 67 citations Published 2009-10-01
Planar Bipedal Jumping Gaits With Stable Landing (2009)

D. Goswami P. Vadakkepat

underactuation jumping robot kinematics four bar linkage lyapunov function +6 more

IEEE Transactions on Robotics 25 citations Published 2009-10-01
Obstacle detection, avoidance and anti collision for MEREDITH AUV (2009)

Ken Teo Kai Wei Ong Hoe Chee Lai

obstacle avoidance obstacle sonar remotely operated underwater vehicle motion planning +6 more

OCEANS 2009 21 citations Published 2009-10-01
Image Segmentation Based on GrabCut Framework Integrating Multiscale Nonlinear Structure Tensor (2009)

Shoudong Han Wenbing Tao Desheng Wang Xue-Cheng Tai Xianglin Wu

grabcut image texture image segmentation color image feature extraction +7 more

IEEE Transactions on Image Processing 118 citations Published 2009-10-01
Feature generation and representations for protein-protein interaction classification (2009)

Man Lan Chew Lim Tan Jian Su

shallow parsing biological database natural language processing sentence weighting +4 more

Journal of Biomedical Informatics 23 citations Published 2009-10-01
Exploring ant-based algorithms for gene expression data analysis (2009)

Yulan He Siu Cheung Hui

cluster analysis ant colony optimization algorithms swarm intelligence association rule learning robustness +8 more

Artificial Intelligence in Medicine 51 citations Published 2009-10-01
Enhancing Bilinear Subspace Learning by Element Rearrangement (2009)

Dong Xu Shuicheng Yan S. Lin T.S. Huang Shih-Fu Chang

bilinear map unsupervised learning subspace topology bilinear interpolation iterative method +7 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 26 citations Published 2009-10-01
Coevolution of Role-Based Cooperation in Multiagent Systems (2009)

C.H. Yong R. Miikkulainen

neuroevolution stigmergy multi agent system artificial neural network mobile robot +5 more

IEEE Transactions on Autonomous Mental Development 105 citations Published 2009-10-01
Brief paper: Region-based shape control for a swarm of robots (2009)

Chien Chern Cheah Saing Paul Hou Jean Jacques E. Slotine

swarm robotics ant robotics swarm behaviour robot robotics +7 more

Automatica 383 citations Published 2009-10-01
A fast and accurate online self-organizing scheme for parsimonious fuzzy neural networks (2009)

Ning Wang Meng Joo Er Xianyao Meng

neuro fuzzy adaptive neuro fuzzy inference system extreme learning machine artificial neural network extended kalman filter +6 more

Neurocomputing 145 citations Published 2009-10-01

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Comprehensive query-dependent fusion using regression-on-folksonomies: a case study of multimodal music search (2009)

Automated localization of affective objects and actions in images via caption text-cum-eye gaze analysis (2009)

In silico prediction and screening of gamma-secretase inhibitors by molecular descriptors and machine learning methods. (2009)

Improvement of brain segmentation accuracy by optimizing non-uniformity correction using N3. (2009)

A novel image authentication scheme based on hyper-chaotic cell neural network (2009)

Texture representation in AAM using Gabor wavelet and local binary patterns (2009)

Nonrigid Registration of Myocardial Perfusion MRI Using Pseudo Ground Truth (2009)

MASS: A Malay language LVCSR corpus resource (2009)

Two-Dimensional Multilabel Active Learning with an Efficient Online Adaptation Model for Image Classification (2009)

Taxonomy of Directing Semantics for Film Shot Classification (2009)

Reversibility improved lossless data hiding (2009)

Planar Bipedal Jumping Gaits With Stable Landing (2009)

Obstacle detection, avoidance and anti collision for MEREDITH AUV (2009)

Image Segmentation Based on GrabCut Framework Integrating Multiscale Nonlinear Structure Tensor (2009)

Feature generation and representations for protein-protein interaction classification (2009)

Exploring ant-based algorithms for gene expression data analysis (2009)

Enhancing Bilinear Subspace Learning by Element Rearrangement (2009)

Coevolution of Role-Based Cooperation in Multiagent Systems (2009)

Brief paper: Region-based shape control for a swarm of robots (2009)

A fast and accurate online self-organizing scheme for parsimonious fuzzy neural networks (2009)