Publications - Machine Learning SG

Large scale online kernel classification (2013)

Jialei Wang Steven C. H. Hoi Peilin Zhao Jinfeng Zhuang Zhi-Yong Liu

radial basis function kernel tree kernel polynomial kernel kernel kernel embedding of distributions +6 more

IJCAI '13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence 11 citations Published 2013-08-03
A novel Bayesian similarity measure for recommender systems (2013)

Guibing Guo Jie Zhang Neil Yorke-Smith

cosine similarity similarity measure collaborative filtering recommender system pearson product moment correlation coefficient +7 more

IJCAI '13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence 216 citations Published 2013-08-03
A framework to choose trust models for different e-marketplace environments (2013)

Athirai A. Irissappane Siwei Jiang Jie Zhang

ground truth machine learning computer science knowledge management artificial intelligence +2 more

IJCAI '13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence 18 citations Published 2013-08-03
Vigilance adaptation in adaptive resonance theory (2013)

Lei Meng Ah-Hwee Tan Donald C. Wunsch

vigilance adaptive resonance theory cluster analysis fuzzy set fuzzy logic +6 more

The 2013 International Joint Conference on Neural Networks (IJCNN) 14 citations Published 2013-08-01
Ultrasound guided automatic localization of needle insertion site for epidural anesthesia (2013)

Shuang Yu Kok Kiong Tan Chengyao Shen Alex Tiong Heng Sia

speckle noise image processing template matching difference of gaussians image resolution +6 more

2013 IEEE International Conference on Mechatronics and Automation 11 citations Published 2013-08-01
Towards Robust Linguistic Analysis using OntoNotes (2013)

Sameer Pradhan Alessandro Moschitti Nianwen Xue Hwee Tou Ng Anders Björkelund Olga Uryupina Yuchen Zhang Zhi Zhong

treebank semantics natural language syntax natural language processing +6 more

Proceedings of the Seventeenth Conference on Computational Natural Language Learning 173 citations Published 2013-08-01
Three-dimensional segmentation of the left ventricle in late gadolinium enhanced MR images of chronic infarction combining long- and short-axis information (2013)

Dong Wei Ying Sun Sim-Heng Ong Ping Chai Lynette L. Teo Adrian F. Low

segmentation region of interest a priori and a posteriori parametric model electrocardiography +7 more

Medical Image Analysis 23 citations Published 2013-08-01
Theoretical modelling and experimental identification of nonlinear torsional behaviour in harmonic drives (2013)

Tegoeh. Tjahjowidodo F. Al-Bender H. Van Brussel

harmonic drive harmonic torque torsion nonlinear system +6 more

Mechatronics 71 citations Published 2013-08-01
The CoNLL-2013 Shared Task on Grammatical Error Correction (2013)

Hwee Tou Ng Siew Mei Wu Yuanbin Wu Christian Hadiwinoto Joel Tetreault

artificial intelligence computer science data set grammatical error

Proceedings of the Seventeenth Conference on Computational Natural Language Learning: Shared Task 200 citations Published 2013-08-01
Sorani Kurdish versus Kurmanji Kurdish: An Empirical Comparison (2013)

Kyumars Sheykh Esmaili Shahin Salavati

text corpus linguistics natural language processing computer science artificial intelligence +2 more

Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) 18 citations Published 2013-08-01
Robust Part-Based Hand Gesture Recognition Using Kinect Sensor (2013)

Zhou Ren Junsong Yuan Jingjing Meng Zhengyou Zhang

gesture recognition sketch recognition facial recognition system gesture image segmentation +7 more

IEEE Transactions on Multimedia 703 citations Published 2013-08-01
Probabilistic Sense Sentiment Similarity through Hidden Emotions (2013)

Mitra Mohtarami Man Lan Chew Lim Tan

sentiment analysis inference probabilistic logic natural language processing machine learning +3 more

Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) 20 citations Published 2013-08-01
Perceptually motivated shape context which uses shape interiors (2013)

Vittal Premachandran Ramakrishna Kakarala

active shape model shape analysis shape context similarity cognitive neuroscience of visual object recognition +4 more

Pattern Recognition 17 citations Published 2013-08-01
Mining Informal Language from Chinese Microtext: Joint Word Recognition and Segmentation (2013)

Aobo Wang Min-Yen Kan

word recognition inference natural language processing speech recognition segmentation +7 more

Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) 19 citations Published 2013-08-01
Learning to Photograph: A Compositional Perspective (2013)

Bingbing Ni Mengdi Xu Bin Cheng Meng Wang Shuicheng Yan Qi Tian

generative model mixture model photography spatial contextual awareness heuristic +7 more

IEEE Transactions on Multimedia 64 citations Published 2013-08-01
GRO Task: Populating the Gene Regulation Ontology with events and relations (2013)

Jung-Jae Kim Xu Han Vivian Lee Dietrich Rebholz-Schuhmann

biomedical text mining ontology natural language processing medline data science +4 more

Proceedings of the BioNLP Shared Task 2013 Workshop 11 citations Published 2013-08-01
Combating Negative Transfer From Predictive Distribution Differences (2013)

Chun-Wei Seah Yew-Soon Ong Ivor W. Tsang

source data support vector machine predictive modelling classifier probability distribution +7 more

IEEE Transactions on Systems, Man, and Cybernetics 33 citations Published 2013-08-01
Chinese Parsing Exploiting Characters (2013)

Meishan Zhang Yue Zhang Wanxiang Che Ting Liu

parsing syntax natural language processing segmentation computer science +2 more

Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) 80 citations Published 2013-08-01
Autism spectrum disorder detection using projection based learning meta-cognitive RBF network (2013)

S. Vigneshwaran B. S. Mahanand S. Suresh R. Savitha

radial basis function network decision boundary statistical classification classifier feature extraction +6 more

The 2013 International Joint Conference on Neural Networks (IJCNN) 15 citations Published 2013-08-01
Action Recognition Using Multilevel Features and Latent Structural SVM (2013)

Xinxiao Wu Dong Xu Lixin Duan Jiebo Luo Yunde Jia

feature feature extraction contextual image classification mixture model motion estimation +7 more

IEEE Transactions on Circuits and Systems for Video Technology 56 citations Published 2013-08-01

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Large scale online kernel classification (2013)

A novel Bayesian similarity measure for recommender systems (2013)

A framework to choose trust models for different e-marketplace environments (2013)

Vigilance adaptation in adaptive resonance theory (2013)

Ultrasound guided automatic localization of needle insertion site for epidural anesthesia (2013)

Towards Robust Linguistic Analysis using OntoNotes (2013)

Three-dimensional segmentation of the left ventricle in late gadolinium enhanced MR images of chronic infarction combining long- and short-axis information (2013)

Theoretical modelling and experimental identification of nonlinear torsional behaviour in harmonic drives (2013)

The CoNLL-2013 Shared Task on Grammatical Error Correction (2013)

Sorani Kurdish versus Kurmanji Kurdish: An Empirical Comparison (2013)

Robust Part-Based Hand Gesture Recognition Using Kinect Sensor (2013)

Probabilistic Sense Sentiment Similarity through Hidden Emotions (2013)

Perceptually motivated shape context which uses shape interiors (2013)

Mining Informal Language from Chinese Microtext: Joint Word Recognition and Segmentation (2013)

Learning to Photograph: A Compositional Perspective (2013)

GRO Task: Populating the Gene Regulation Ontology with events and relations (2013)

Combating Negative Transfer From Predictive Distribution Differences (2013)

Chinese Parsing Exploiting Characters (2013)

Autism spectrum disorder detection using projection based learning meta-cognitive RBF network (2013)

Action Recognition Using Multilevel Features and Latent Structural SVM (2013)