Publications - Machine Learning SG

A Robotic System for Overlapping Radiofrequency Ablation in Large Tumor Treatment (2010)

Liangjing Yang Rong Wen Jing Qin Chee-Kong Chui Kah-Bin Lim Stephen Kin-Yong Chang

radiofrequency ablation ablation kinematics voxel computer vision +7 more

IEEE-ASME Transactions on Mechatronics 36 citations Published 2010-10-28
Software Effort Prediction Using Regression Rule Extraction from Neural Networks (2010)

Rudy Setiono Karel Dejaeger Wouter Verbeke David Martens Bart Baesens

radial basis function network artificial neural network software radial basis function function approximation +7 more

2010 22nd IEEE International Conference on Tools with Artificial Intelligence 13 citations Published 2010-10-27
A Semantic Similarity Language Model to Improve Automatic Image Annotation (2010)

Tianxia Gong Shimiao Li Chew Lim Tan

image retrieval automatic image annotation temporal annotation semantic similarity language model +7 more

2010 22nd IEEE International Conference on Tools with Artificial Intelligence 12 citations Published 2010-10-27
Mining interesting link formation rules in social networks (2010)

Cane Wing-ki Leung Ee-Peng Lim David Lo Jianshu Weng

dynamic network analysis evolving networks social network analysis social network postcondition +5 more

Proceedings of the 19th ACM international conference on Information and knowledge management 58 citations Published 2010-10-26
Mining and cropping common objects from images (2010)

Gangqiang Zhao Junsong Yuan

branch and bound computer vision computer science cropping pruning +2 more

Proceedings of the 18th ACM international conference on Multimedia 23 citations Published 2010-10-25
Making computers look the way we look: exploiting visual attention for image understanding (2010)

Harish Katti Ramanathan Subramanian Mohan Kankanhalli Nicu Sebe Tat-Seng Chua Kalpathi R. Ramakrishnan

cognitive neuroscience of visual object recognition fixation visual perception eye tracking semantics +6 more

Proceedings of the 18th ACM international conference on Multimedia 17 citations Published 2010-10-25
KPB-SIFT: a compact local feature descriptor (2010)

Gangqiang Zhao Ling Chen Gencai Chen Junsong Yuan

gloh principal curvature based region detector feature scale invariant feature transform histogram +7 more

Proceedings of the 18th ACM international conference on Multimedia 17 citations Published 2010-10-25
Interactive visual object search through mutual information maximization (2010)

Jingjing Meng Junsong Yuan Yuning Jiang Nitya Narasimhan Venu Vasudevan Ying Wu

mutual information discriminative model maximization computer vision pattern recognition +5 more

Proceedings of the 18th ACM international conference on Multimedia 23 citations Published 2010-10-25
Improved saliency detection based on superpixel clustering and saliency propagation (2010)

Zhixiang Ren Yiqun Hu Liang-Tien Chia Deepu Rajan

kadir brady saliency detector mean shift salience cluster analysis mixture model +7 more

Proceedings of the 18th ACM international conference on Multimedia 39 citations Published 2010-10-25
Image tag refinement towards low-rank, content-tag prior and error sparsity (2010)

Guangyu Zhu Shuicheng Yan Yi Ma

image retrieval proximal gradient methods matrix convex optimization pattern recognition +5 more

Proceedings of the 18th ACM international conference on Multimedia 274 citations Published 2010-10-25
Efficient large-scale image annotation by probabilistic collaborative multi-label propagation (2010)

Xiangyu Chen Yadong Mu Shuicheng Yan Tat-Seng Chua

automatic image annotation locality sensitive hashing probabilistic logic hash function scalability +7 more

Proceedings of the 18th ACM international conference on Multimedia 71 citations Published 2010-10-25
Crowdsourced automatic zoom and scroll for video retargeting (2010)

Axel Carlier Vincent Charvillat Wei Tsang Ooi Romulus Grigoras Geraldine Morin

zoom display resolution display size retargeting mobile device +6 more

Proceedings of the 18th ACM international conference on Multimedia 34 citations Published 2010-10-25
A generic framework for event detection in various video domains (2010)

Tianzhu Zhang Changsheng Xu Guangyu Zhu Si Liu Hanqing Lu

video tracking semi supervised learning the internet machine learning scripting language +6 more

Proceedings of the 18th ACM international conference on Multimedia 24 citations Published 2010-10-25
METHOD AND SYSTEM FOR SEGMENTING A LIVER OBJECT IN AN IMAGE (2010)

Jimin Liu

connected component region of interest computer vision mathematics artificial intelligence

25 citations Published 2010-10-13
A method and system for segmenting a liver object in an image (2010)

Jimin Liu

connected component region of interest computer vision mathematics artificial intelligence

26 citations Published 2010-10-13
MCL-CAw: a refinement of MCL for detecting yeast complexes from weighted PPI networks by incorporating core-attachment structure. (2010)

Sriganesh Srihari Kang Ning Hon Wai Leong

interactome false positive paradox robustness scalability markov chain +7 more

BMC Bioinformatics 70 citations Published 2010-10-12
Towards a formulation of love in human - robot interaction (2010)

Hooman Aghaebrahimi Samani Adrian David Cheok Foo Wui Ngiap Arjun Nagpal Mingde Qiu

human robot interaction robot robotics affection human computer interaction +5 more

19th International Symposium in Robot and Human Interactive Communication 14 citations Published 2010-10-11
PEM: A Paraphrase Evaluation Metric Exploiting Parallel Texts (2010)

Chang Liu Daniel Dahlmeier Hwee Tou Ng

lexical similarity semantic similarity pivot language paraphrase fluency +4 more

Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing 28 citations Published 2010-10-09
Better Punctuation Prediction with Dynamic Conditional Random Fields (2010)

Wei Lu Hwee Tou Ng

conditional random field sentence punctuation natural language processing speech recognition +3 more

Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing 117 citations Published 2010-10-09
Online multiple kernel learning: algorithms and mistake bounds (2010)

Rong Jin Steven C. H. Hoi Tianbao Yang

multiple kernel learning tree kernel radial basis function kernel kernel embedding of distributions polynomial kernel +7 more

ALT'10 Proceedings of the 21st international conference on Algorithmic learning theory 73 citations Published 2010-10-06

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A Robotic System for Overlapping Radiofrequency Ablation in Large Tumor Treatment (2010)

Software Effort Prediction Using Regression Rule Extraction from Neural Networks (2010)

A Semantic Similarity Language Model to Improve Automatic Image Annotation (2010)

Mining interesting link formation rules in social networks (2010)

Mining and cropping common objects from images (2010)

Making computers look the way we look: exploiting visual attention for image understanding (2010)

KPB-SIFT: a compact local feature descriptor (2010)

Interactive visual object search through mutual information maximization (2010)

Improved saliency detection based on superpixel clustering and saliency propagation (2010)

Image tag refinement towards low-rank, content-tag prior and error sparsity (2010)

Efficient large-scale image annotation by probabilistic collaborative multi-label propagation (2010)

Crowdsourced automatic zoom and scroll for video retargeting (2010)

A generic framework for event detection in various video domains (2010)

METHOD AND SYSTEM FOR SEGMENTING A LIVER OBJECT IN AN IMAGE (2010)

A method and system for segmenting a liver object in an image (2010)

MCL-CAw: a refinement of MCL for detecting yeast complexes from weighted PPI networks by incorporating core-attachment structure. (2010)

Towards a formulation of love in human - robot interaction (2010)

PEM: A Paraphrase Evaluation Metric Exploiting Parallel Texts (2010)

Better Punctuation Prediction with Dynamic Conditional Random Fields (2010)

Online multiple kernel learning: algorithms and mistake bounds (2010)