Publications - Machine Learning SG

User-Assisted Ink-Bleed Reduction (2010)

Yi Huang Michael S Brown Dong Xu

markov random field markov model support vector machine markov process pixel +7 more

IEEE Transactions on Image Processing 23 citations Published 2010-10-01
Two-stage extreme learning machine for regression (2010)

Yuan Lan Yeng Chai Soh Guang-Bin Huang

extreme learning machine network complexity hidden node problem function approximation recursion +5 more

Neurocomputing 114 citations Published 2010-10-01
Scene classification using multiple features in a two-stage probabilistic classification framework (2010)

Zhan-Li Sun Deepu Rajan Liang-Tien Chia

linear classifier feature contextual image classification feature extraction probabilistic classification +7 more

Neurocomputing 12 citations Published 2010-10-01
Performance enhancement of extreme learning machine for multi-category sparse data classification problems (2010)

S. Suresh S. Saraswathi N. Sundararajan

extreme learning machine artificial neural network optimization problem sparse matrix genetic algorithm +7 more

Engineering Applications of Artificial Intelligence 162 citations Published 2010-10-01
Natural gait parameters prediction for gait rehabilitation via artificial neural network (2010)

H. B. Lim Trieu Phat Luu K. H. Hoon K. H. Low

effect of gait parameters on energetic cost gait analysis preferred walking speed gait cadence +7 more

2010 IEEE/RSJ International Conference on Intelligent Robots and Systems 13 citations Published 2010-10-01
Keep It Simple with Time: A Reexamination of Probabilistic Topic Detection Models (2010)

Qi He Kuiyu Chang Ee-Peng Lim A Banerjee

latent dirichlet allocation mixture model probabilistic logic discriminative model model selection +7 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 105 citations Published 2010-10-01
Image Clustering Using Local Discriminant Models and Global Integration (2010)

Yi Yang Dong Xu Feiping Nie Shuicheng Yan Yueting Zhuang

cluster analysis spectral clustering correlation clustering fuzzy clustering single linkage clustering +6 more

IEEE Transactions on Image Processing 287 citations Published 2010-10-01
Fuzzy regression modeling for tool performance prediction and degradation detection. (2010)

X. Li Meng Joo Er Beng Siong Lim J. H. Zhou O. P. Gan Leszek Rutkowski

fuzzy logic hybrid system cluster analysis self organizing map performance prediction +7 more

International Journal of Neural Systems 84 citations Published 2010-10-01
Crowd modeling and simulation technologies (2010)

Suiping Zhou Dan Chen Wentong Cai Linbo Luo Malcolm Yoke Hean Low Feng Tian Victor Su-Han Tay Darren Wee Sze Ong Benjamin D. Hamilton

crowd simulation crowds modeling and simulation multi agent system data science +6 more

ACM Transactions on Modeling and Computer Simulation 212 citations Published 2010-10-01
Constructive hidden nodes selection of extreme learning machine for regression (2010)

Yuan Lan Yeng Chai Soh Guang-Bin Huang

extreme learning machine model selection constructive linear regression algorithm +6 more

Neurocomputing 158 citations Published 2010-10-01
AN ONLINE SELF-ORGANIZING SCHEME FOR PARSIMONIOUS AND ACCURATE FUZZY NEURAL NETWORKS (2010)

Ning Wang Meng Joo Er Xian-Yao Meng Xiang Li

artificial neural network neuro fuzzy fuzzy logic function approximation system identification +5 more

International Journal of Neural Systems 86 citations Published 2010-10-01
A smart phone image database for single image recapture detection (2010)

Xinting Gao Bo Qiu JingJing Shen Tian-Tsong Ng Yun Qing Shi

composite image filter computer vision cognitive neuroscience of visual object recognition computer science artificial intelligence +6 more

IWDW'10 Proceedings of the 9th international conference on Digital watermarking 15 citations Published 2010-10-01
A sequential learning algorithm for self-adaptive resource allocation network classifier (2010)

S. Suresh Keming Dong H. J. Kim

network architecture hinge loss resource allocation sequence learning classifier +8 more

Neurocomputing 130 citations Published 2010-10-01
Regularized Common Spatial Pattern With Aggregation for EEG Classification in Small-Sample Setting (2010)

Haiping Lu How-Lung Eng Cuntai Guan Konstantinos N Plataniotis Anastasios N Venetsanopoulos

feature extraction covariance matrix pattern recognition regularization signal processing +6 more

IEEE Transactions on Biomedical Engineering 229 citations Published 2010-09-30
AI for dynamic team-mate adaptation in games (2010)

Aswin Thomas Abraham Kevin McGee

adaptive system software agent vocabulary artificial intelligence computer science +1 more

Proceedings of the 2010 IEEE Conference on Computational Intelligence and Games 12 citations Published 2010-09-30
Evolving agent-based simulations in the clouds (2010)

James Decraene Yong Yong Cheng Malcolm Yoke Hean Low Suiping Zhou Wentong Cai Chwee Seng Choo

utility computing cloud computing multi agent system evolutionary computation complex adaptive system +7 more

Third International Workshop on Advanced Computational Intelligence 12 citations Published 2010-09-23
Predictive distribution matching SVM for multi-domain learning (2010)

Chun-Wei Seah Ivor W. Tsang Yew-Soon Ong Kee-Khoon Lee

support vector machine classifier pattern recognition machine learning regularization +7 more

ECMLPKDD'10 Proceedings of the 2010th European Conference on Machine Learning and Knowledge Discovery in Databases - Volume Part I 15 citations Published 2010-09-20
On classifying drifting concepts in P2P networks (2010)

Hock Hee Ang Vivekanand Gopalkrishnan Wee Keong Ng Steven Hoi

concept drift knowledge extraction distributed computing environment empirical research machine learning +3 more

ECMLPKDD'10 Proceedings of the 2010th European Conference on Machine Learning and Knowledge Discovery in Databases - Volume Part I 11 citations Published 2010-09-20
Joint registration and segmentation of dynamic cardiac perfusion images using MRFs (2010)

Dwarikanath Mahapatra Ying Sun

scale space segmentation image segmentation segmentation based object categorization segmentation cut +7 more

MICCAI'10 Proceedings of the 13th international conference on Medical image computing and computer-assisted intervention: Part I 55 citations Published 2010-09-20
Epitomized summarization of wireless capsule endoscopic videos for efficient visualization (2010)

Xinqi Chu Chee Khun Poh Liyuan Li Kap Luk Chan Shuicheng Yan Weijia Shen That Mon Htwe Jiang Liu Joo Hwee Lim Eng Hui Ong Khek Yu Ho

automatic summarization epitome visualization semantic interpretation computer vision +6 more

MICCAI'10 Proceedings of the 13th international conference on Medical image computing and computer-assisted intervention: Part II 19 citations Published 2010-09-20

Previous Next

User-Assisted Ink-Bleed Reduction (2010)

Two-stage extreme learning machine for regression (2010)

Scene classification using multiple features in a two-stage probabilistic classification framework (2010)

Performance enhancement of extreme learning machine for multi-category sparse data classification problems (2010)

Natural gait parameters prediction for gait rehabilitation via artificial neural network (2010)

Keep It Simple with Time: A Reexamination of Probabilistic Topic Detection Models (2010)

Image Clustering Using Local Discriminant Models and Global Integration (2010)

Fuzzy regression modeling for tool performance prediction and degradation detection. (2010)

Crowd modeling and simulation technologies (2010)

Constructive hidden nodes selection of extreme learning machine for regression (2010)

AN ONLINE SELF-ORGANIZING SCHEME FOR PARSIMONIOUS AND ACCURATE FUZZY NEURAL NETWORKS (2010)

A smart phone image database for single image recapture detection (2010)

A sequential learning algorithm for self-adaptive resource allocation network classifier (2010)

Regularized Common Spatial Pattern With Aggregation for EEG Classification in Small-Sample Setting (2010)

AI for dynamic team-mate adaptation in games (2010)

Evolving agent-based simulations in the clouds (2010)

Predictive distribution matching SVM for multi-domain learning (2010)

On classifying drifting concepts in P2P networks (2010)

Joint registration and segmentation of dynamic cardiac perfusion images using MRFs (2010)

Epitomized summarization of wireless capsule endoscopic videos for efficient visualization (2010)