Publications - Machine Learning SG

Neural-network-based human intention estimation for physical human-robot interaction (2011)

Shuzhi Sam Ge Yanan Li Hongsheng He

robot control robotic arm human robot interaction motion estimation robot +7 more

2011 8th International Conference on Ubiquitous Robots and Ambient Intelligence (URAI) 16 citations Published 2011-11-01
Motion Regularization for Matting Motion Blurred Objects (2011)

Hai Ting Lin Yu-Wing Tai M. S. Brown

motion estimation motion field motion blur pixel image resolution +6 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 55 citations Published 2011-11-01
Improved discriminant locality preserving projections for face and palmprint recognition (2011)

Jiwen Lu Yap-Peng Tan

linear discriminant analysis facial recognition system feature extraction nonlinear dimensionality reduction diagonal +7 more

Neurocomputing 19 citations Published 2011-11-01
Fuzzy relational clustering around medoids: A unified view (2011)

Jian-Ping Mei Lihui Chen

fuzzy clustering flame clustering fuzzy set operations medoid correlation clustering +7 more

Fuzzy Sets and Systems 17 citations Published 2011-11-01
Extracting Relation Descriptors with Conditional Random Fields (2011)

Yaliang Li Jing Jiang Hai Leong Chieu Kian Ming A. Chai

sequence labeling crfs conditional random field relationship extraction pattern recognition +4 more

Proceedings of 5th International Joint Conference on Natural Language Processing 19 citations Published 2011-11-01
EnAcq: energy-efficient GPS trajectory data acquisition based on improved map matching (2011)

Shunkai Fang Roger Zimmermann

map matching vehicle tracking system global positioning system energy consumption data acquisition +6 more

Proceedings of the 19th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems 28 citations Published 2011-11-01
Design and development of Nancy, a social robot (2011)

S.S. Ge J.J. Cabibihan Z. Zhang Y. Li C. Meng H. He M.R. Safizadeh Y.B. Li J. Yang

social robot personal robot robot control social intelligence ubiquitous robot +6 more

2011 8th International Conference on Ubiquitous Robots and Ambient Intelligence (URAI) 14 citations Published 2011-11-01
D2S: Document-to-sentence framework for novelty detection (2011)

Flora S. Tsai Yi Zhang

novelty novelty detection sentence pattern recognition redundancy +4 more

Knowledge and Information Systems 23 citations Published 2011-11-01
Complex Object Correspondence Construction in Two-Dimensional Animation (2011)

Jun Yu Dongquan Liu Dacheng Tao Hock Soon Seah

computer animation animation cluster analysis feature vector pattern matching +7 more

IEEE Transactions on Image Processing 164 citations Published 2011-11-01
Adaptive Object Tracking by Learning Hybrid Template Online (2011)

Xiaobai Liu Liang Lin Shuicheng Yan Hai Jin Wenbin Jiang

video tracking feature extraction generative model pattern recognition matching pursuit +7 more

IEEE Transactions on Circuits and Systems for Video Technology 55 citations Published 2011-11-01
A Wikipedia-LDA Model for Entity Linking with Batch Size Changing Instance Selection (2011)

Wei Zhang Jian Su Chew-Lim Tan

entity linking classifier knowledge base active learning probability distribution +6 more

Proceedings of 5th International Joint Conference on Natural Language Processing 12 citations Published 2011-11-01
A Unified Event Coreference Resolution by Integrating Multiple Resolvers (2011)

Bin Chen Jian Su Sinno Jialin Pan Chew Lim Tan

coreference graph partition natural language processing data mining link level +6 more

Proceedings of 5th International Joint Conference on Natural Language Processing 27 citations Published 2011-11-01
A parameter independent line fitting method (2011)

Dilip K. Prasad Chai Quek Maylor K.H Leung Siu-Yeung Cho

line fitting curve fitting standard deviation pixel upper and lower bounds +6 more

The First Asian Conference on Pattern Recognition 23 citations Published 2011-11-01
Sentence-level sentiment polarity classification using a linguistic approach (2011)

Luke Kien-Weng Tan Jin-Cheon Na Yin-Leng Theng Kuiyu Chang

sentiment analysis sentence phrase dependency grammar grammar +6 more

ICADL'11 Proceedings of the 13th international conference on Asia-pacific digital libraries: for cultural heritage, knowledge dissemination, and future creation 65 citations Published 2011-10-24
Collaborative online learning of user generated content (2011)

Guangxia Li Kuiyu Chang Steven C.H. Hoi Wenting Liu Ramesh Jain

one class classification user generated content categorization scalability information retrieval +7 more

Proceedings of the 20th ACM international conference on Information and knowledge management 11 citations Published 2011-10-24
CAPIR: collaborative action planning with intention recognition (2011)

Truong-Huy Dinh Nguyen David Hsu Wee-Sun Lee Tze-Yun Leong Leslie Pack Kaelbling Tomas Lozano-Perez Andrew Haydn Grant

partially observable markov decision process markov decision process artificial intelligence machine learning computer science +4 more

AIIDE'11 Proceedings of the Seventh AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment 24 citations Published 2011-10-10
Filter Bank Common Spatial Pattern (FBCSP) algorithm using online adaptive and semi-supervised learning (2011)

Kai Keng Ang Zheng Yang Chin Haihong Zhang Cuntai Guan

semi supervised learning offline learning naive bayes classifier adaptive learning discriminative model +8 more

The 2011 International Joint Conference on Neural Networks 17 citations Published 2011-10-03
Alzheimer's disease detection using a Self-adaptive Resource Allocation Network classifier (2011)

B. S. Mahanand S. Suresh N. Sundararajan M. Aswatha Kumar

support vector machine classifier principal component analysis pattern recognition voxel +7 more

The 2011 International Joint Conference on Neural Networks 17 citations Published 2011-10-03
A sequential learning algorithm for meta-cognitive neuro-fuzzy inference system for classification problems (2011)

S. Suresh K. Subramanian

learning classifier system stability multi task learning instance based learning wake sleep algorithm +7 more

The 2011 International Joint Conference on Neural Networks 18 citations Published 2011-10-03
A Brain-Computer Interface for classifying EEG correlates of chronic mental stress (2011)

Reza Khosrowabadi Chai Quek Kai Keng Ang Sau Wai Tung Michel Heijnen

electroencephalography brain computer interface support vector machine spectrogram perceived stress scale +7 more

The 2011 International Joint Conference on Neural Networks 78 citations Published 2011-10-03

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Neural-network-based human intention estimation for physical human-robot interaction (2011)

Motion Regularization for Matting Motion Blurred Objects (2011)

Improved discriminant locality preserving projections for face and palmprint recognition (2011)

Fuzzy relational clustering around medoids: A unified view (2011)

Extracting Relation Descriptors with Conditional Random Fields (2011)

EnAcq: energy-efficient GPS trajectory data acquisition based on improved map matching (2011)

Design and development of Nancy, a social robot (2011)

D2S: Document-to-sentence framework for novelty detection (2011)

Complex Object Correspondence Construction in Two-Dimensional Animation (2011)

Adaptive Object Tracking by Learning Hybrid Template Online (2011)

A Wikipedia-LDA Model for Entity Linking with Batch Size Changing Instance Selection (2011)

A Unified Event Coreference Resolution by Integrating Multiple Resolvers (2011)

A parameter independent line fitting method (2011)

Sentence-level sentiment polarity classification using a linguistic approach (2011)

Collaborative online learning of user generated content (2011)

CAPIR: collaborative action planning with intention recognition (2011)

Filter Bank Common Spatial Pattern (FBCSP) algorithm using online adaptive and semi-supervised learning (2011)

Alzheimer's disease detection using a Self-adaptive Resource Allocation Network classifier (2011)

A sequential learning algorithm for meta-cognitive neuro-fuzzy inference system for classification problems (2011)

A Brain-Computer Interface for classifying EEG correlates of chronic mental stress (2011)