Publications - Machine Learning SG

Evolutionary Optimization with Dynamic Fidelity Computational Models (2008)

Dudy Lim Yew-Soon Ong Yaochu Jin Bernhard Sendhoff

memetic algorithm computational model fidelity local search airfoil +7 more

ICIC '08 Proceedings of the 4th international conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications - with Aspects of Artificial Intelligence 16 citations Published 2008-09-15
Cascade RSVM in Peer-to-Peer Networks (2008)

Hock Hee Ang Vivekanand Gopalkrishnan Steven C.H. Hoi Wee Keong Ng

support vector machine scalability peer to peer information privacy machine learning +7 more

ECMLPKDD'08 Proceedings of the 2008th European Conference on Machine Learning and Knowledge Discovery in Databases - Volume Part I 24 citations Published 2008-09-15
A Frequent Pattern Mining Algorithm for Understanding Genetic Algorithms (2008)

Minh Nghia Le Yew Soon Ong

search algorithm genetic algorithm machine learning data mining computer science +4 more

ICIC '08 Proceedings of the 4th international conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications - with Aspects of Artificial Intelligence 11 citations Published 2008-09-15
Improved Multilabel Classification with Neural Networks (2008)

Rafał Grodzicki Jacek Mańdziuk Lipo Wang

artificial neural network backpropagation classifier machine learning pattern recognition +5 more

Proceedings of the 10th International Conference on Parallel Problem Solving from Nature --- PPSN X - Volume 5199 23 citations Published 2008-09-13
A COMPARATIVE STUDY OF FEATURE SELECTION FOR HIDDEN MARKOV MODEL-BASED MICRO-MILLING TOOL WEAR MONITORING (2008)

K. P. Zhu G. S. Hong Y. S. Wong

feature selection linear discriminant analysis feature vector hidden markov model markov model +6 more

Machining Science and Technology 30 citations Published 2008-09-12
Nonrigid Registration of Dynamic Renal MR Images Using a Saliency Based MRF Model (2008)

Dwarikanath Mahapatra Ying Sun

salience markov random field histogram pattern recognition computer vision +7 more

MICCAI '08 Proceedings of the 11th international conference on Medical Image Computing and Computer-Assisted Intervention - Part I 26 citations Published 2008-09-06
Tracking facial features under occlusions and recognizing facial expressions in sign language (2008)

Tan Dat Nguyen S. Ranganath

facial expression facial recognition system face hallucination gesture recognition sign language +7 more

2008 8th IEEE International Conference on Automatic Face & Gesture Recognition 27 citations Published 2008-09-01
Markovian mixture face recognition with discriminative face alignment (2008)

Ming Zhao Tat-Seng Chua

three dimensional face recognition face detection facial recognition system object detection feature extraction +6 more

2008 8th IEEE International Conference on Automatic Face & Gesture Recognition 12 citations Published 2008-09-01
Image Thresholding Using Graph Cuts (2008)

Wenbing Tao Hai Jin Yimin Zhang Liman Liu Desheng Wang

thresholding balanced histogram thresholding image segmentation cut computational complexity theory +7 more

systems man and cybernetics 83 citations Published 2008-09-01
Hybrid Multiobjective Evolutionary Design for Artificial Neural Networks (2008)

Chi-Keong Goh Eu-Jin Teoh Kay Chen Tan

evolutionary acquisition of neural topologies evolutionary computation evolutionary algorithm evolutionary robotics stochastic neural network +6 more

IEEE Transactions on Neural Networks 115 citations Published 2008-09-01
Greedy rule generation from discrete data and its use in neural network rule extraction (2008)

Koichi Odajima Yoichi Hayashi Gong Tianxia Rudy Setiono

delta rule greedy algorithm artificial neural network knowledge extraction cluster analysis +5 more

Neural Networks 68 citations Published 2008-09-01
Fragile Watermarking Based on Encoding of the Zeroes of the $z$ -Transform (2008)

A.T.S. Ho Xunzhan Zhu Jun Shen P. Marziliano

digital watermarking digital image z transform unit circle encoding +6 more

IEEE Transactions on Information Forensics and Security 58 citations Published 2008-09-01
Extended Bayesian information criteria for model selection with large model spaces (2008)

Jiahua Chen Zehua Chen

bayesian average bayesian information criterion bayesian statistics feature selection model selection +7 more

Biometrika 1,123 citations Published 2008-09-01
Automatic hand trajectory segmentation and phoneme transcription for sign language (2008)

W.W. Kong S. Ranganath

image segmentation segmentation hidden markov model sign language american sign language +7 more

2008 8th IEEE International Conference on Automatic Face & Gesture Recognition 21 citations Published 2008-09-01
Agent-based human behavior modeling for crowd simulation (2008)

Linbo Luo Suiping Zhou Wentong Cai Malcolm Yoke Hean Low Feng Tian Yongwei Wang Xian Xiao Dan Chen

agent based social simulation crowd simulation human behavior social group social phenomenon +6 more

Computer Animation and Virtual Worlds 139 citations Published 2008-09-01
A twin-candidate model for learning-based anaphora resolution (2008)

Xiaofeng Yang Xiaofeng Yang Jian Su Jian Su Chew Lim Tan Chew Lim Tan

coreference automatic content extraction computational linguistics classifier ranking +5 more

Computational Linguistics 61 citations Published 2008-09-01
A simple ICA-based digital image watermarking scheme (2008)

Thang Viet Nguyen Jagdish Chandra Patra

watermark digital watermarking robustness independent component analysis a priori and a posteriori +6 more

Digital Signal Processing 68 citations Published 2008-09-01
Image error-concealment via Block-based Bilateral Filtering (2008)

Guangtao Zhai Jianfei Cai Weisi Lin Xiaokang Yang Wenjun Zhang

bilateral filter image compression image processing filter data compression +7 more

2008 IEEE International Conference on Multimedia and Expo 23 citations Published 2008-08-26
Illumination invariant tracking in office environments using neurobiology-saliency based particle filter (2008)

D. Mahapatra M.K. Saini Ying Sun

background subtraction kalman filter change detection particle filter edge detection +6 more

2008 IEEE International Conference on Multimedia and Expo 16 citations Published 2008-08-26
Three Dimensional Scalable Video Adaptation via User-End Perceptual Quality Assessment (2008)

Guangtao Zhai Jianfei Cai Weisi Lin Xiaokang Yang Wenjun Zhang

video quality scalable video coding video tracking human visual system model wireless network +6 more

IEEE Transactions on Broadcasting 85 citations Published 2008-08-22

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Evolutionary Optimization with Dynamic Fidelity Computational Models (2008)

Cascade RSVM in Peer-to-Peer Networks (2008)

A Frequent Pattern Mining Algorithm for Understanding Genetic Algorithms (2008)

Improved Multilabel Classification with Neural Networks (2008)

A COMPARATIVE STUDY OF FEATURE SELECTION FOR HIDDEN MARKOV MODEL-BASED MICRO-MILLING TOOL WEAR MONITORING (2008)

Nonrigid Registration of Dynamic Renal MR Images Using a Saliency Based MRF Model (2008)

Tracking facial features under occlusions and recognizing facial expressions in sign language (2008)

Markovian mixture face recognition with discriminative face alignment (2008)

Image Thresholding Using Graph Cuts (2008)

Hybrid Multiobjective Evolutionary Design for Artificial Neural Networks (2008)

Greedy rule generation from discrete data and its use in neural network rule extraction (2008)

Fragile Watermarking Based on Encoding of the Zeroes of the $z$ -Transform (2008)

Extended Bayesian information criteria for model selection with large model spaces (2008)

Automatic hand trajectory segmentation and phoneme transcription for sign language (2008)

Agent-based human behavior modeling for crowd simulation (2008)

A twin-candidate model for learning-based anaphora resolution (2008)

A simple ICA-based digital image watermarking scheme (2008)

Image error-concealment via Block-based Bilateral Filtering (2008)

Illumination invariant tracking in office environments using neurobiology-saliency based particle filter (2008)

Three Dimensional Scalable Video Adaptation via User-End Perceptual Quality Assessment (2008)