Publications - Machine Learning SG

Singularity robust algorithm in serial manipulators (2009)

Denny Oetomo Marcelo H. Ang

singularity gravitational singularity discontinuity serial manipulator algorithm +5 more

Robotics and Computer-integrated Manufacturing 65 citations Published 2009-02-01
QUC-Tree: Integrating Query Context Information for Efficient Music Retrieval (2009)

Jialie Shen Dacheng Tao Xuelong Li

tree structure tree search engine indexing feature vector feature extraction +7 more

IEEE Transactions on Multimedia 15 citations Published 2009-02-01
Financial Market Trading System With a Hierarchical Coevolutionary Fuzzy Predictive Model (2009)

H. Huang M. Pasquier C. Quek

trading strategy prediction market membership function technical indicator hierarchical control system +6 more

IEEE Transactions on Evolutionary Computation 65 citations Published 2009-02-01
Evolution and Incremental Learning in the Iterated Prisoner's Dilemma (2009)

Han-Yang Quek Kay Chen Tan Chi-Keong Goh H.A. Abbass

evolutionary computation evolutionary algorithm prisoner s dilemma genetic algorithm game theory +6 more

IEEE Transactions on Evolutionary Computation 16 citations Published 2009-02-01
Estimating software readiness using predictive models (2009)

Tong-Seng Quah

software metric software release life cycle software defect tracking presentation logic +7 more

Information Sciences 26 citations Published 2009-02-01
Development of a configuration space motion planner for robot in dynamic environment (2009)

X. J. Wu J. Tang Q. Li K. H. Heng

motion planning workspace obstacle robot configuration space +6 more

Robotics and Computer-integrated Manufacturing 13 citations Published 2009-02-01
Automatic EEG Artifact Removal: A Weighted Support Vector Machine Approach With Error Correction (2009)

Shi-Yun Shao Kai-Quan Shen Chong Jin Ong E. Wilder-Smith Xiao-Ping Li

support vector machine independent component analysis pattern recognition error detection and correction electroencephalography +3 more

IEEE Transactions on Biomedical Engineering 156 citations Published 2009-02-01
Associative Classification With Artificial Immune System (2009)

Tien Dung Do Siu Cheung Hui A.C.M. Fong B. Fong

association rule learning artificial immune system business process discovery evolutionary algorithm knowledge extraction +7 more

IEEE Transactions on Evolutionary Computation 54 citations Published 2009-02-01
A study of project selection and feature weighting for analogy based software cost estimation (2009)

Y. F. Li M. Xie T. N. Goh

software development effort estimation case based reasoning weighting software genetic algorithm +7 more

Journal of Systems and Software 212 citations Published 2009-02-01
Editorial to the first issue (2009)

Meng-Hiot Lim Steven M. Gustafson Natalio Krasnogor Yew-Soon Ong

evolutionary computation natural computing computational intelligence genetic programming swarm intelligence +5 more

Memetic Computing 54 citations Published 2009-01-29
Lipid tumour profile (2009)

Markus R. Wenk Gek Huey Chua Aaron Zefrin Fernandis Xueli Guan

principal component analysis support vector machine transformation matrix pattern recognition data mining +2 more

16 citations Published 2009-01-28
Segmentation of kidney cortex in MRI studies: a constrained morphological 3D h-maxima transform approach (2009)

Weijia Shen Ashraf A. Kassim H.K. Koh Borys Shuter

segmentation magnetic resonance imaging canny edge detector pattern recognition computer vision +7 more

International Journal of Medical Engineering and Informatics 12 citations Published 2009-01-23
Rotation and Scale Invariant Texture Analysis with Tunable Gabor Filter Banks (2009)

Xinqi Chu Kap Luk Chan

gabor filter gabor wavelet image texture band pass filter pattern recognition +7 more

PSIVT '09 Proceedings of the 3rd Pacific Rim Symposium on Advances in Image and Video Technology 11 citations Published 2009-01-09
Solving the Shortest Path Routing Problem Using Noisy Hopfield Neural Networks (2009)

Wen Liu Lipo Wang

hopfield network artificial neural network shortest path problem graph theory noise measurement +3 more

2009 WRI International Conference on Communications and Mobile Computing 13 citations Published 2009-01-06
Vision-based Real-time Monitoring on the Behavior of Fish School (2009)

Boon Fong Chew How-Lung Eng Myo Thida

spatial analysis artificial intelligence social relation computer science distress +1 more

Journal of Machine Vision and Applications 12 citations Published 2009-01-01
Variable predictive models-A new multivariate classification approach for pattern recognition applications (2009)

Rao Raghuraj Samavedham Lakshminarayanan

data classification feature vector linear discriminant analysis supervised learning support vector machine +7 more

Pattern Recognition 70 citations Published 2009-01-01
Using Saliency Features for Graphcut Segmentation of Perfusion Kidney Images (2009)

Dwarikanath Mahapatra Ying Sun

cut segmentation salience dynamic data pattern recognition +5 more

14 citations Published 2009-01-01
Unsupervised face alignment by robust nonrigid mapping (2009)

Jianke Zhu Luc Van Gool Steven C.H. Hoi

facial recognition system image registration affine transformation feature extraction robustness +7 more

2009 IEEE 12th International Conference on Computer Vision 75 citations Published 2009-01-01
Towards Humanlike Social Touch for Sociable Robotics and Prosthetics: Comparisons on the Compliance, Conformance and Hysteresis of Synthetic and Human Fingertip Skins (2009)

John-John Cabibihan John-John Cabibihan Stéphane Pattofatto Moez Jomâa Moez Jomâa Ahmed Benallal Maria Chiara Carrozza

robotics artificial skin mechatronics finite element method silicone +6 more

International Journal of Social Robotics 68 citations Published 2009-01-01
Synchronized Submanifold Embedding for Person-Independent Pose Estimation and Beyond (2009)

Shuicheng Yan Huan Wang Yun Fu Jun Yan Xiaoou Tang T.S. Huang

3d pose estimation pose nonlinear dimensionality reduction submanifold embedding +7 more

IEEE Transactions on Image Processing 86 citations Published 2009-01-01

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Singularity robust algorithm in serial manipulators (2009)

QUC-Tree: Integrating Query Context Information for Efficient Music Retrieval (2009)

Financial Market Trading System With a Hierarchical Coevolutionary Fuzzy Predictive Model (2009)

Evolution and Incremental Learning in the Iterated Prisoner's Dilemma (2009)

Estimating software readiness using predictive models (2009)

Development of a configuration space motion planner for robot in dynamic environment (2009)

Automatic EEG Artifact Removal: A Weighted Support Vector Machine Approach With Error Correction (2009)

Associative Classification With Artificial Immune System (2009)

A study of project selection and feature weighting for analogy based software cost estimation (2009)

Editorial to the first issue (2009)

Lipid tumour profile (2009)

Segmentation of kidney cortex in MRI studies: a constrained morphological 3D h-maxima transform approach (2009)

Rotation and Scale Invariant Texture Analysis with Tunable Gabor Filter Banks (2009)

Solving the Shortest Path Routing Problem Using Noisy Hopfield Neural Networks (2009)

Vision-based Real-time Monitoring on the Behavior of Fish School (2009)

Variable predictive models-A new multivariate classification approach for pattern recognition applications (2009)

Using Saliency Features for Graphcut Segmentation of Perfusion Kidney Images (2009)

Unsupervised face alignment by robust nonrigid mapping (2009)

Towards Humanlike Social Touch for Sociable Robotics and Prosthetics: Comparisons on the Compliance, Conformance and Hysteresis of Synthetic and Human Fingertip Skins (2009)

Synchronized Submanifold Embedding for Person-Independent Pose Estimation and Beyond (2009)