Publications - Machine Learning SG

Embedded Computing for Fluorescence Confocal Endomicroscopy Imaging (2009)

Lee Sing Cheong Feng Lin Hock Soon Seah Kemao Qian Feng Zhao Patricia S. Thong Khee Chee Soo Malini Olivo Sun-Yuan Kung

endomicroscopy image processing confocal visualization computer vision +6 more

signal processing systems 15 citations Published 2009-04-01
Driving Profile Modeling and Recognition Based on Soft Computing Approach (2009)

A. Wahab Chai Quek Chin Keong Tan K. Takeda

adaptive neuro fuzzy inference system multilayer perceptron fuzzy control system artificial neural network fuzzy logic +6 more

IEEE Transactions on Neural Networks 87 citations Published 2009-04-01
Detection of Retinal Blood Vessels Based on Nonlinear Projections (2009)

Yongping Zhang Wynne Hsu Mong Li Lee

thresholding orthographic projection ground truth filter pattern recognition +7 more

signal processing systems 33 citations Published 2009-04-01
Comparative Study on the Use of Analytical Software to Identify the Different Stages of Breast Cancer Using Discrete Temperature Data (2009)

Joanna M. Tan E. Y. Ng U Rajendra Acharya Louis G. Keith Jim Holmes

breast cancer mammography support vector machine mixture model probabilistic neural network +6 more

Journal of Medical Systems 16 citations Published 2009-04-01
Beyond Distance Measurement: Constructing Neighborhood Similarity for Video Annotation (2009)

Meng Wang Xian-Sheng Hua Jinhui Tang Richang Hong

similarity measure similarity normalized compression distance jaro winkler distance similitude +6 more

IEEE Transactions on Multimedia 317 citations Published 2009-04-01
A study of mutual information based feature selection for case based reasoning in software cost estimation (2009)

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

feature model case based reasoning feature selection feature mutual information +7 more

Expert Systems With Applications 106 citations Published 2009-04-01
A Prior Neurophysiologic Knowledge Free Tensor-Based Scheme for Single Trial EEG Classification (2009)

Jie Li Liqing Zhang Dacheng Tao Han Sun Qibin Zhao

statistical classification linear discriminant analysis support vector machine discriminative model scoring algorithm +7 more

IEEE Transactions on Neural Systems and Rehabilitation Engineering 68 citations Published 2009-04-01
A novel neuro-cognitive approach to modeling traffic control and flow based on fuzzy neural techniques (2009)

Y. Chong C. Quek P. Loh

traffic generation model artificial neural network perceptron controller artificial intelligence +5 more

Expert Systems With Applications 24 citations Published 2009-04-01
A natural image quality evaluation metric (2009)

Xuelong Li Dacheng Tao Xinbo Gao Wen Lu

image quality filter bank wavelet data set code rate +6 more

Signal Processing 29 citations Published 2009-04-01
3D image stack reconstruction in live cell microscopy of Drosophila muscles and its validation (2009)

Tiehua Du Martin Wasser Martin Wasser

3d reconstruction thin plate spline visualization live cell imaging microscopy +7 more

Cytometry Part A 14 citations Published 2009-04-01
Detail Recovery for Single-image Defocus Blur (2009)

Yu-Wing Tai Huixuan Tang Michael S. Brown Stephen Lin

deblurring inpainting deconvolution distortion regularization +5 more

Ipsj Transactions on Computer Vision and Applications 17 citations Published 2009-03-31
Applying Data Mining in Prediction and Classification of Urban Traffic (2009)

Sedigheh Khajouei Nejad Farid Seifi Hamed Ahmadi Nima Seifi

data stream mining statistical classification decision tree data set data mining +7 more

2009 WRI World Congress on Computer Science and Information Engineering 17 citations Published 2009-03-31
An Interval-Based Inference of Variant Parametric Types (2009)

Florin Craciun Wei-Ngan Chin Guanhua He Shengchao Qin

covariance and contravariance parametric polymorphism type inference type variable parametric statistics +7 more

ESOP '09 Proceedings of the 18th European Symposium on Programming Languages and Systems: Held as Part of the Joint European Conferences on Theory and Practice of Software, ETAPS 2009 11 citations Published 2009-03-28
Using GA-based feature selection for emotion recognition from physiological signals (2009)

Y. Gu S.L. Tan K.J. Wong M.H. R. Ho L. Qu

feature feature selection feature extraction statistical classification contextual image classification +7 more

2008 International Symposium on Intelligent Signal Processing and Communications Systems 12 citations Published 2009-03-27
Experimenting False Alarm Demand for Human Robot Interactions in Humanoid Soccer Robots (2009)

Mohan Rajesh Elara Mohan Rajesh Elara Wijerupage Sardha Wijesoma Carlos Antonio Acosta Calderon Changjiu Zhou

false alarm false positives and false negatives robot human robot interaction robotics +7 more

International Journal of Social Robotics 12 citations Published 2009-03-24
Continuous visible nearest neighbor queries (2009)

Yunjun Gao Baihua Zheng Wang-Chien Lee Gencai Chen

nearest neighbor graph nearest neighbor search fixed radius near neighbors k nearest neighbors algorithm tuple +7 more

Proceedings of the 12th International Conference on Extending Database Technology 60 citations Published 2009-03-24
An EM-Based Algorithm for Clustering Data Streams in Sliding Windows (2009)

Xuan Hong Dang Vincent Lee Wee Keong Ng Arridhana Ciptadi Kok Leong Ong

data stream mining data stream clustering cluster analysis data stream sliding window protocol +8 more

DASFAA '09 Proceedings of the 14th International Conference on Database Systems for Advanced Applications 12 citations Published 2009-03-16
The role of posture, magnification, and grip force on microscopic accuracy. (2009)

Basil Safwat Eileen L M Su Roger Gassert Chee Leong Teo Etienne Burdet

magnification hand strength grasp wrist computer vision +4 more

Annals of Biomedical Engineering 35 citations Published 2009-03-11
epSICAR: An Emerging Patterns based approach to sequential, interleaved and Concurrent Activity Recognition (2009)

Tao Gu Zhanqing Wu Xianping Tao Hung Keng Pung Jian Lu

activity recognition machine learning hidden markov model ubiquitous computing preemption +6 more

2009 IEEE International Conference on Pervasive Computing and Communications 264 citations Published 2009-03-09
Special issue on emerging trends in soft computing: memetic algorithms (2009)

Yew-Soon Ong Meng-Hiot Lim Ferrante Neri Hisao Ishibuchi

memetic algorithm computational intelligence evolutionary algorithm soft computing generality +7 more

soft computing 57 citations Published 2009-03-06

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Embedded Computing for Fluorescence Confocal Endomicroscopy Imaging (2009)

Driving Profile Modeling and Recognition Based on Soft Computing Approach (2009)

Detection of Retinal Blood Vessels Based on Nonlinear Projections (2009)

Comparative Study on the Use of Analytical Software to Identify the Different Stages of Breast Cancer Using Discrete Temperature Data (2009)

Beyond Distance Measurement: Constructing Neighborhood Similarity for Video Annotation (2009)

A study of mutual information based feature selection for case based reasoning in software cost estimation (2009)

A Prior Neurophysiologic Knowledge Free Tensor-Based Scheme for Single Trial EEG Classification (2009)

A novel neuro-cognitive approach to modeling traffic control and flow based on fuzzy neural techniques (2009)

A natural image quality evaluation metric (2009)

3D image stack reconstruction in live cell microscopy of Drosophila muscles and its validation (2009)

Detail Recovery for Single-image Defocus Blur (2009)

Applying Data Mining in Prediction and Classification of Urban Traffic (2009)

An Interval-Based Inference of Variant Parametric Types (2009)

Using GA-based feature selection for emotion recognition from physiological signals (2009)

Experimenting False Alarm Demand for Human Robot Interactions in Humanoid Soccer Robots (2009)

Continuous visible nearest neighbor queries (2009)

An EM-Based Algorithm for Clustering Data Streams in Sliding Windows (2009)

The role of posture, magnification, and grip force on microscopic accuracy. (2009)

epSICAR: An Emerging Patterns based approach to sequential, interleaved and Concurrent Activity Recognition (2009)

Special issue on emerging trends in soft computing: memetic algorithms (2009)