Publications - Machine Learning SG

An Extensible Collision Avoidance Model for Realistic Self-Driven Autonomous Agents (2007)

Wee Lit Koh Suiping Zhou

autonomous agent intelligent agent motion planning population collision +6 more

Proceedings of the 11th IEEE International Symposium on Distributed Simulation and Real-Time Applications 15 citations Published 2007-10-22
Vision-based projected tabletop interface for finger interactions (2007)

Peng Song Stefan Winkler Syed Omer Gilani ZhiYing Zhou

finger tracking augmented reality homography computer vision computer graphics images +6 more

HCI'07 Proceedings of the 2007 IEEE international conference on Human-computer interaction 30 citations Published 2007-10-20
Time of Arrival Data Fusion Method for Two-Dimensional Ultrawideband Breast Cancer Detection (2007)

Yifan Chen E. Gunawan Kay Soon Low Shin-Chang Wang Cheong Boon Soh Lin Lin Thi

microwave imaging time of arrival deconvolution sensor fusion image fusion +7 more

IEEE Transactions on Antennas and Propagation 31 citations Published 2007-10-08
Motion Control of a Robotic Puppet through a Hybrid Motion Capture Device (2007)

Kim Doang Nguyen I-Ming Chen Song Huat Yeo Been-Lirn Duh

match moving motion control motion planning motion capture robotics +7 more

2007 IEEE International Conference on Automation Science and Engineering 11 citations Published 2007-10-08
System for humans and pets to interact remotely (2007)

Adrian David Cheok Keng Soon Teh

haptic technology wearable computer positioning system the internet computer vision +3 more

11 citations Published 2007-10-03
SVM-RFE with relevancy and redundancy criteria for gene selection (2007)

Piyushkumar A. Mundra Jagath C. Rajapakse

minimum redundancy feature selection redundancy mutual information support vector machine pattern recognition +7 more

PRIB'07 Proceedings of the 2nd IAPR international conference on Pattern recognition in bioinformatics 27 citations Published 2007-10-01
Results on memory-limited U-shaped learning (2007)

Lorenzo Carlucci John Case Sanjay Jain Frank Stephan

experiential learning active learning algorithmic learning theory instance based learning sequence learning +6 more

Information & Computation 25 citations Published 2007-10-01
Letters: Convex incremental extreme learning machine (2007)

Guang-Bin Huang Lei Chen

extreme learning machine activation function artificial neural network hidden node problem piecewise +6 more

Neurocomputing 1,406 citations Published 2007-10-01
Intelligent Video Surveillance for Monitoring Elderly in Home Environments (2007)

A.H. Nasution S. Emmanuel

silhouette feature vector lying classifier histogram +6 more

2007 IEEE 9th Workshop on Multimedia Signal Processing 122 citations Published 2007-10-01
Improved GAP-RBF network for classification problems (2007)

Runxuan Zhang Guang-Bin Huang N. Sundararajan P. Saratchandran

radial basis function network function approximation computational complexity theory radial basis function resource allocation +4 more

Neurocomputing 26 citations Published 2007-10-01
Image segmentation and analysis for porosity measurement (2007)

A.A. Malcolm H.Y. Leong A.C. Spowage A.P. Shacklock

image segmentation segmentation toolbox commercial software computer vision +6 more

Journal of Materials Processing Technology 28 citations Published 2007-10-01
Hybrid Mobile Wireless Sensor Network Cooperative Localization (2007)

C.K. Seovv W.K.G. Seah Z. Liu

key distribution in wireless sensor networks mobile wireless sensor network wireless sensor network mobile robot robotics +7 more

2007 IEEE 22nd International Symposium on Intelligent Control 14 citations Published 2007-10-01
Discriminant Subspace Analysis: A Fukunaga-Koontz Approach (2007)

Sheng Zhang T. Sim

linear discriminant analysis multiple discriminant analysis linear subspace bhattacharyya distance discriminant +6 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 116 citations Published 2007-10-01
Detection and differentiation of breast cancer using neural classifiers with first warning thermal sensors (2007)

E. Y. K. Ng U. Rajendra Acharya Louis G. Keith Susan Lockwood

breast cancer mammography feedforward neural network artificial neural network data set +6 more

Information Sciences 24 citations Published 2007-10-01
Classification of CT brain images of head trauma (2007)

Tianxia Gong Ruizhe Liu Chew Lim Tan Neda Farzad Cheng Kiang Lee Boon Chuan Pang Qi Tian Suisheng Tang Zhuo Zhang

contextual image classification image retrieval head trauma ellipse pattern recognition +7 more

PRIB'07 Proceedings of the 2nd IAPR international conference on Pattern recognition in bioinformatics 23 citations Published 2007-10-01
Cascaded Bidirectional Recurrent Neural Networks for Protein Secondary Structure Prediction (2007)

Jinmiao Chen Narendra Chaudhari

recurrent neural network artificial neural network support vector machine pattern recognition artificial intelligence +5 more

IEEE/ACM Transactions on Computational Biology and Bioinformatics 57 citations Published 2007-10-01
Adaptive Filtering for Color Filter Array Demosaicking (2007)

Nai-Xiang Lian Lanlan Chang Yap-Peng Tan V. Zagorodnov

demosaicing color filter array pixel color gel filter +6 more

IEEE Transactions on Image Processing 193 citations Published 2007-10-01
A novel cognitive interpretation of breast cancer thermography with complementary learning fuzzy neural memory structure (2007)

T. Z. Tan C. Quek G. S. Ng E. Y. K. Ng

fuzzy logic artificial neural network breast cancer machine learning artificial intelligence +6 more

Expert Systems With Applications 133 citations Published 2007-10-01
3D statistical models for tooth surface reconstruction (2007)

Stéphanie I. Buchaillard S. H. Ong Yohan Payan Kelvin Foong

tooth surface surface reconstruction statistical model deformation medical imaging +6 more

Computers in Biology and Medicine 32 citations Published 2007-10-01
2D Affine-Invariant Contour Matching Using B-Spline Model (2007)

Yue Wang Eam Khwang Teoh

curve fitting affine transformation b spline blossom algorithm pattern matching +7 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 72 citations Published 2007-10-01

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An Extensible Collision Avoidance Model for Realistic Self-Driven Autonomous Agents (2007)

Vision-based projected tabletop interface for finger interactions (2007)

Time of Arrival Data Fusion Method for Two-Dimensional Ultrawideband Breast Cancer Detection (2007)

Motion Control of a Robotic Puppet through a Hybrid Motion Capture Device (2007)

System for humans and pets to interact remotely (2007)

SVM-RFE with relevancy and redundancy criteria for gene selection (2007)

Results on memory-limited U-shaped learning (2007)

Letters: Convex incremental extreme learning machine (2007)

Intelligent Video Surveillance for Monitoring Elderly in Home Environments (2007)

Improved GAP-RBF network for classification problems (2007)

Image segmentation and analysis for porosity measurement (2007)

Hybrid Mobile Wireless Sensor Network Cooperative Localization (2007)

Discriminant Subspace Analysis: A Fukunaga-Koontz Approach (2007)

Detection and differentiation of breast cancer using neural classifiers with first warning thermal sensors (2007)

Classification of CT brain images of head trauma (2007)

Cascaded Bidirectional Recurrent Neural Networks for Protein Secondary Structure Prediction (2007)

Adaptive Filtering for Color Filter Array Demosaicking (2007)

A novel cognitive interpretation of breast cancer thermography with complementary learning fuzzy neural memory structure (2007)

3D statistical models for tooth surface reconstruction (2007)

2D Affine-Invariant Contour Matching Using B-Spline Model (2007)