Publications - Machine Learning SG

Trajectory generation for open-contoured structures in robotic fibre placement (2007)

Bijan Shirinzadeh Gary Cassidy Denny Oetomo Gursel Alici Marcelo H. Ang

motion planning trajectory robotics simulation alternative process +3 more

Robotics and Computer-integrated Manufacturing 123 citations Published 2007-08-01
Integrated cognitive architectures: a survey (2007)

Hui-Qing Chong Ah-Hwee Tan Gee-Wah Ng

cognitive architecture agent architecture lida clarion database centric architecture +6 more

Artificial Intelligence Review 130 citations Published 2007-08-01
Incorporating shape prior into geodesic active contours for detecting partially occluded object (2007)

Wen Fang Kap Luk Chan

active shape model active contour model geodesic object detection level set +6 more

Pattern Recognition 32 citations Published 2007-08-01
Finger identification and hand posture recognition for human-robot interaction (2007)

Xiaoming Yin Ming Xie

service robot robot human robot interaction silhouette gesture +6 more

Image and Vision Computing 75 citations Published 2007-08-01
Efficient sampling of training set in large and noisy multimedia data (2007)

Surong Wang Manoranjan Dash Liang-Tien Chia Min Xu

simple random sample sampling contextual image classification histogram representativeness heuristic +8 more

ACM Transactions on Multimedia Computing, Communications, and Applications 11 citations Published 2007-08-01
A WEIGHTED SUPPORT VECTOR MACHINE FOR DATA CLASSIFICATION (2007)

Xulei Yang Qing Song Yue Wang

structured support vector machine relevance vector machine data classification support vector machine fuzzy clustering +7 more

International Journal of Pattern Recognition and Artificial Intelligence 161 citations Published 2007-08-01
Type-2 Fuzzy System for ECG Arrhythmic Classification (2007)

Woei Wan Tan Chek Liang Foo Teck Wee Chua

fuzzy logic fuzzy set fuzzy control system ventricular tachycardia classifier +7 more

2007 IEEE International Fuzzy Systems Conference 35 citations Published 2007-07-23
Interesting nuggets and their impact on definitional question answering (2007)

Kian-Wei Kor Tat-Seng Chua

question answering sentence novelty syntax natural language processing +3 more

Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval 18 citations Published 2007-07-23
Analyzing feature trajectories for event detection (2007)

Qi He Kuiyu Chang Ee-Peng Lim

aperiodic graph tf idf gaussian periodic graph time series +6 more

Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval 266 citations Published 2007-07-23
3D building reconstruction and visualization for single high resolution satellite image (2007)

Xiaojing Huang Leong Keong Kwoh

visualization data visualization iterative reconstruction image resolution shadow +7 more

2007 IEEE International Geoscience and Remote Sensing Symposium 13 citations Published 2007-07-23
Estimation of the Hemodynamic Response of fMRI Data Using RBF Neural Network (2007)

Huaien Luo S. Puthusserypady

volterra series artificial neural network functional magnetic resonance imaging impulse response system identification +7 more

IEEE Transactions on Biomedical Engineering 12 citations Published 2007-07-16
Combined Wireless Hardware and Real-Time Computer Vision Interface for Tangible Mixed Reality (2007)

A.D. Cheok Yan Qiu Ke Xu K.G. Kumar

wearable computer augmented reality computer game mobile computing epipolar geometry +7 more

IEEE Transactions on Industrial Electronics 23 citations Published 2007-07-16
Artificial intelligence methodologies for agile refining: an overview (2007)

Rajagopalan Srinivasan_aff n

agile manufacturing supply chain management agile software development supply chain software development +5 more

Knowledge and Information Systems 15 citations Published 2007-07-12
The use of temporal, semantic and visual partitioning model for efficient near-duplicate keyframe detection in large scale news corpus (2007)

Yan-Tao Zheng Shi-Yong Neo Tat-Seng Chua Qi Tian

trecvid cluster analysis scale invariant feature transform feature domain knowledge +6 more

Proceedings of the 6th ACM international conference on Image and video retrieval 11 citations Published 2007-07-09
Multiple sensor multiple object tracking with GMPHD filter (2007)

Nam Trung Pham Weimin Huang S.H. Ong

video tracking tracking system sensor fusion object detection gaussian process +7 more

2007 10th International Conference on Information Fusion 20 citations Published 2007-07-09
Gaussian mixture probability hypothesis density for visual people racking (2007)

Ya-Dong Wang Jian-Kang Wu Weimin Huang A.A. Kassim

gaussian process gaussian object detection pattern recognition eye tracking +6 more

2007 10th International Conference on Information Fusion 20 citations Published 2007-07-09
Automated red teaming: a proposed framework for military application (2007)

Chwee Seng Choo Ching Lian Chua Su-Han Victor Tay

evolutionary algorithm survivability robustness computer science software engineering +2 more

Proceedings of the 9th annual conference on Genetic and evolutionary computation 25 citations Published 2007-07-07
A study on metamodeling techniques, ensembles, and multi-surrogates in evolutionary computation (2007)

Dudy Lim Yew-Soon Ong Yaochu Jin Bernhard Sendhoff

memetic algorithm metamodeling trust region evolutionary algorithm extreme learning machine +7 more

Proceedings of the 9th annual conference on Genetic and evolutionary computation 104 citations Published 2007-07-07
Tracking Multiple Objects using Probability Hypothesis Density Filter and Color Measurements (2007)

Nam Trung Pham Weimin Huang S.H. Ong

state space video tracking recursion computational complexity theory computer vision +4 more

2007 IEEE International Conference on Multimedia and Expo 31 citations Published 2007-07-02
Multiple Description Video Coding using Hierarchical B Pictures (2007)

Minglei Liu Ce Zhu

intra frame video compression picture types motion compensation codec coding +7 more

2007 IEEE International Conference on Multimedia and Expo 14 citations Published 2007-07-02

Previous Next

Trajectory generation for open-contoured structures in robotic fibre placement (2007)

Integrated cognitive architectures: a survey (2007)

Incorporating shape prior into geodesic active contours for detecting partially occluded object (2007)

Finger identification and hand posture recognition for human-robot interaction (2007)

Efficient sampling of training set in large and noisy multimedia data (2007)

A WEIGHTED SUPPORT VECTOR MACHINE FOR DATA CLASSIFICATION (2007)

Type-2 Fuzzy System for ECG Arrhythmic Classification (2007)

Interesting nuggets and their impact on definitional question answering (2007)

Analyzing feature trajectories for event detection (2007)

3D building reconstruction and visualization for single high resolution satellite image (2007)

Estimation of the Hemodynamic Response of fMRI Data Using RBF Neural Network (2007)

Combined Wireless Hardware and Real-Time Computer Vision Interface for Tangible Mixed Reality (2007)

Artificial intelligence methodologies for agile refining: an overview (2007)

The use of temporal, semantic and visual partitioning model for efficient near-duplicate keyframe detection in large scale news corpus (2007)

Multiple sensor multiple object tracking with GMPHD filter (2007)

Gaussian mixture probability hypothesis density for visual people racking (2007)

Automated red teaming: a proposed framework for military application (2007)

A study on metamodeling techniques, ensembles, and multi-surrogates in evolutionary computation (2007)

Tracking Multiple Objects using Probability Hypothesis Density Filter and Color Measurements (2007)

Multiple Description Video Coding using Hierarchical B Pictures (2007)