Publications - Machine Learning SG

A self-regulated learning in Fully Complex-valued Radial Basis Function Networks (2010)

R. Savitha S. Suresh N. Sundararajan

stability semi supervised learning online machine learning instance based learning wake sleep algorithm +6 more

The 2010 International Joint Conference on Neural Networks (IJCNN) 18 citations Published 2010-07-18
A self-organizing approach to episodic memory modeling (2010)

Wenwen Wang Budhitama Subagdja Ah-Hwee Tan Janusz A. Starzyk

episodic memory encoding adaptive resonance theory artificial neural network cognition +5 more

The 2010 International Joint Conference on Neural Networks (IJCNN) 13 citations Published 2010-07-18
TESLA: Translation Evaluation of Sentences with Linear-Programming-Based Analysis (2010)

Chang Liu Daniel Dahlmeier Hwee Tou Ng

example based machine translation rule based machine translation machine translation linear programming natural language processing +4 more

Proceedings of the Joint Fifth Workshop on Statistical Machine Translation and MetricsMATR 33 citations Published 2010-07-15
SemEval-2 Task 9: The Interpretation of Noun Compounds Using Paraphrasing Verbs and Prepositions (2010)

Cristina Butnariu Su Nam Kim Preslav Nakov Diarmuid Ó Séaghdha Stan Szpakowicz Tony Veale

nominalization noun noun phrase proper noun verb +7 more

Proceedings of the 5th International Workshop on Semantic Evaluation 66 citations Published 2010-07-15
Adaptation in P300 Brain–Computer Interfaces: A Two-Classifier Cotraining Approach (2010)

Rajesh C Panicker Sadasivan Puthusserypady Ying Sun

linear discriminant analysis supervised learning classifier robustness performance improvement +6 more

IEEE Transactions on Biomedical Engineering 76 citations Published 2010-07-15
It Makes Sense: A Wide-Coverage Word Sense Disambiguation System for Free Text (2010)

Zhi Zhong Hwee Tou Ng

semeval supervised learning support vector machine classifier natural language processing +6 more

Proceedings of the ACL 2010 System Demonstrations 311 citations Published 2010-07-13
A biometric signature based system for improved emotion recognition using physiological responses from multiple subjects (2010)

Yuan Gu Su-Lim Tan Kai-Juan Wong Moon-Ho Ringo Ho Li Qu

affective computing biometrics feature extraction speech recognition maximum a posteriori estimation +7 more

2010 8th IEEE International Conference on Industrial Informatics 16 citations Published 2010-07-13
Kernel Based Discourse Relation Recognition with Temporal Ordering Information (2010)

WenTing Wang Jian Su Chew Lim Tan

tree kernel discourse relation kernel embedding of distributions kernel tree structure +6 more

Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics 71 citations Published 2010-07-11
Joint Syntactic and Semantic Parsing of Chinese (2010)

Junhui Li Guodong Zhou Hwee Tou Ng

s attributed grammar bottom up parsing top down parsing parser combinator syntactic predicate +6 more

Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics 56 citations Published 2010-07-11
Image quality assessment and human visual system (2010)

Xinbo Gao Wen Lu Dacheng Tao Xuelong Li

human visual system model visual psychophysics visual physiology image quality bionics +6 more

Proceedings of SPIE, the International Society for Optical Engineering 33 citations Published 2010-07-11
Generating Templates of Entity Summaries with an Entity-Aspect Model and Pattern Mining (2010)

Peng Li Jing Jiang Yinglin Wang

sentence parsing natural language processing information retrieval tree +5 more

Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics 61 citations Published 2010-07-11
Exploring Syntactic Structural Features for Sub-Tree Alignment Using Bilingual Tree Kernels (2010)

Jun Sun Min Zhang Chew Lim Tan

tree alignment parse tree tree kernel tree parsing +7 more

Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics 21 citations Published 2010-07-11
Clustering of ellipses based on their distinctiveness: An aid to ellipse detection algorithms (2010)

Dilip K. Prasad Maylor K. H. Leung

ellipse object detection cluster analysis similarity measure pattern recognition +6 more

2010 3rd International Conference on Computer Science and Information Technology 12 citations Published 2010-07-09
An EEG-Based BCI System for 2-D Cursor Control by Combining Mu/Beta Rhythm and P300 Potential (2010)

Yuanqing Li Jinyi Long Tianyou Yu Zhuliang Yu Chuanchu Wang Haihong Zhang Cuntai Guan

motor imagery motor control brain computer interface automatic control beta rhythm +6 more

IEEE Transactions on Biomedical Engineering 283 citations Published 2010-07-08
Non-parametric kernel ranking approach for social image retrieval (2010)

Jinfeng Zhuang Steven C. H. Hoi

visual word image retrieval automatic image annotation tree kernel kernel +7 more

Proceedings of the ACM International Conference on Image and Video Retrieval 14 citations Published 2010-07-05
Two-Dimensional Polar Harmonic Transforms for Invariant Image Representation (2010)

Pew-Thian Yap Xudong Jiang Alex Chichung Kot

invariant zernike polynomials orthogonality orthographic projection invariant +7 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 252 citations Published 2010-07-01
Superseding Nearest Neighbor Search on Uncertain Spatial Databases (2010)

Sze Man Yuen Yufei Tao Xiaokui Xiao Jian Pei Donghui Zhang

nearest neighbor search k nearest neighbors algorithm spatial database multidimensional systems probability density function +7 more

IEEE Transactions on Knowledge and Data Engineering 67 citations Published 2010-07-01
Semantics-Preserving Bag-of-Words Models and Applications (2010)

Lei Wu Steven C H Hoi Nenghai Yu

codebook semantic gap image retrieval visual word automatic image annotation +6 more

IEEE Transactions on Image Processing 205 citations Published 2010-07-01
Memory dynamics in attractor networks with saliency weights (2010)

Huajin Tang Haizhou Li Rui Yan

attractor network autoassociative memory long term memory content addressable memory encoding +6 more

Neural Computation 25 citations Published 2010-07-01
Globally Optimized Linear Windowed Tone Mapping (2010)

Qi Shan Jiaya Jia Michael S Brown

tone mapping constrained optimization high dynamic range global optimization image segmentation +6 more

IEEE Transactions on Visualization and Computer Graphics 140 citations Published 2010-07-01

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A self-regulated learning in Fully Complex-valued Radial Basis Function Networks (2010)

A self-organizing approach to episodic memory modeling (2010)

TESLA: Translation Evaluation of Sentences with Linear-Programming-Based Analysis (2010)

SemEval-2 Task 9: The Interpretation of Noun Compounds Using Paraphrasing Verbs and Prepositions (2010)

Adaptation in P300 Brain–Computer Interfaces: A Two-Classifier Cotraining Approach (2010)

It Makes Sense: A Wide-Coverage Word Sense Disambiguation System for Free Text (2010)

A biometric signature based system for improved emotion recognition using physiological responses from multiple subjects (2010)

Kernel Based Discourse Relation Recognition with Temporal Ordering Information (2010)

Joint Syntactic and Semantic Parsing of Chinese (2010)

Image quality assessment and human visual system (2010)

Generating Templates of Entity Summaries with an Entity-Aspect Model and Pattern Mining (2010)

Exploring Syntactic Structural Features for Sub-Tree Alignment Using Bilingual Tree Kernels (2010)

Clustering of ellipses based on their distinctiveness: An aid to ellipse detection algorithms (2010)

An EEG-Based BCI System for 2-D Cursor Control by Combining Mu/Beta Rhythm and P300 Potential (2010)

Non-parametric kernel ranking approach for social image retrieval (2010)

Two-Dimensional Polar Harmonic Transforms for Invariant Image Representation (2010)

Superseding Nearest Neighbor Search on Uncertain Spatial Databases (2010)

Semantics-Preserving Bag-of-Words Models and Applications (2010)

Memory dynamics in attractor networks with saliency weights (2010)

Globally Optimized Linear Windowed Tone Mapping (2010)