Publications - Machine Learning SG

A Feature Selection Method for Multilevel Mental Fatigue EEG Classification (2007)

Kai-Quan Shen Chong-Jin Ong Xiao-Ping Li Zheng Hui E.P.V. Wilder-Smith

feature selection feature extraction init random forest pattern recognition +7 more

IEEE Transactions on Biomedical Engineering 144 citations Published 2007-06-18
Online Learning Asymmetric Boosted Classifiers for Object Detection (2007)

Minh-Tri Pham Tat-Jen Cham

boosting viola jones object detection framework object class detection object detection classifier +7 more

2007 IEEE Conference on Computer Vision and Pattern Recognition 81 citations Published 2007-06-17
Multi-View Document Rectification using Boundary (2007)

Yau-Chat Tsoi M.S. Brown

image restoration composite image filter image resolution distortion computer vision +7 more

2007 IEEE Conference on Computer Vision and Pattern Recognition 19 citations Published 2007-06-17
Fusion of Palmprint and Palm Vein Images for Person Recognition Based on "Laplacianpalm" Feature (2007)

Jian-Gang Wang Wei-Yun Yau A. Suwandy E. Sung

image fusion feature extraction pattern recognition computer vision palm +7 more

2007 IEEE Conference on Computer Vision and Pattern Recognition 73 citations Published 2007-06-17
Are Digraphs Good for Free-Text Keystroke Dynamics? (2007)

T. Sim R. Janakiraman

digraphs and trigraphs keystroke dynamics discriminative model natural language processing user identifier +7 more

2007 IEEE Conference on Computer Vision and Pattern Recognition 100 citations Published 2007-06-17
Personality-based adaptation for teamwork in game agents (2007)

Chek Tien Tan Ho-lun Cheng

non cooperative game computer game screening game sequential game reinforcement learning +5 more

AIIDE'07 Proceedings of the Third AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment 15 citations Published 2007-06-06
Prediction model of tunnel boring machine performance by ensemble neural networks (2007)

Zhiye Zhao Qiuming Gong Yun Zhang Jian Zhao

artificial neural network rock mass classification regression analysis expression machine learning +6 more

Geomechanics and Geoengineering 33 citations Published 2007-06-05
Harmonic volumetric mapping for solid modeling applications (2007)

Xin Li Xiaohu Guo Hongyu Wang Ying He Xianfeng Gu Hong Qin

texture mapping solid modeling geometric primitive robustness harmonic +7 more

Proceedings of the 2007 ACM symposium on Solid and physical modeling 144 citations Published 2007-06-04
Memetic Algorithms for Feature Selection on Microarray Data (2007)

Zexuan Zhu Yew-Soon Ong

memetic algorithm feature selection markov blanket genetic algorithm population +6 more

ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Advances in Neural Networks 15 citations Published 2007-06-03
Intelligence Through Interaction: Towards a Unified Theory for Learning (2007)

Ah-Hwee Tan Gail A. Carpenter Stephen Grossberg

unsupervised learning semi supervised learning robot learning learning classifier system active learning +5 more

ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Advances in Neural Networks 103 citations Published 2007-06-03
Word Sense Disambiguation Improves Statistical Machine Translation (2007)

Yee Seng Chan Hwee Tou Ng David Chiang

example based machine translation semeval machine translation phrase natural language processing +4 more

Proceedings of the 45th Annual Meeting of the Association of Computational Linguistics 355 citations Published 2007-06-01
Ordering Phrases with Function Words (2007)

Hendra Setiawan Min-Yen Kan Haizhou Li

function word phrase sentence machine translation syntax +7 more

Proceedings of the 45th Annual Meeting of the Association of Computational Linguistics 26 citations Published 2007-06-01
Objective Distortion Measure for Binary Text Image Based on Edge Line Segment Similarity (2007)

Jun Cheng A.C. Kot

distortion edge detection binary image line segment image segmentation +6 more

IEEE Transactions on Image Processing 27 citations Published 2007-06-01
No-reference JPEG-image quality assessment using GAP-RBF (2007)

R. Venkatesh Babu S. Suresh Andrew Perkis

image quality mean opinion score image processing jpeg artificial neural network +6 more

Signal Processing 111 citations Published 2007-06-01
Natural shadow matting (2007)

Tai-Pang Wu Chi-Keung Tang Michael S. Brown Heung-Yeung Shum

shadow and highlight enhancement shadow shadow mapping compositing image formation +6 more

ACM Transactions on Graphics 130 citations Published 2007-06-01
Multiscale contour corner detection based on local natural scale and wavelet transform (2007)

Xinting Gao Farook Sattar Azhar Quddus Ronda Venkateswarlu

stationary wavelet transform wavelet transform discrete wavelet transform harmonic wavelet transform wavelet packet decomposition +6 more

Image and Vision Computing 28 citations Published 2007-06-01
MODEL-molecular descriptor lab: a web-based server for computing structural and physicochemical features of compounds. (2007)

Z.R. Li Z.R. Li L.Y. Han Y. Xue C.W. Yap H. Li L. Jiang Y.Z. Chen

molecular descriptor quantitative structure activity relationship statistical model artificial neural network software +6 more

Biotechnology and Bioengineering 83 citations Published 2007-06-01
Learning Predictive Structures for Semantic Role Labeling of NomBank (2007)

Chang Liu Hwee Tou Ng

semantic role labeling noun natural language processing predicate speech recognition +2 more

Proceedings of the 45th Annual Meeting of the Association of Computational Linguistics 52 citations Published 2007-06-01
Infrared-based protocol for the identification and categorization of ginseng and its products (2007)

Kevin Yi-Lwern Yap Sui Yung Chan Chu Sing Lim

ginseng categorization pattern recognition computer science traditional medicine +3 more

Food Research International 59 citations Published 2007-06-01
Identification and Resolution of Chinese Zero Pronouns: A Machine Learning Approach (2007)

Shanheng Zhao Hwee Tou Ng

heuristic natural language processing machine learning computer science artificial intelligence +1 more

Proceedings of the 2007 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning (EMNLP-CoNLL) 120 citations Published 2007-06-01

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A Feature Selection Method for Multilevel Mental Fatigue EEG Classification (2007)

Online Learning Asymmetric Boosted Classifiers for Object Detection (2007)

Multi-View Document Rectification using Boundary (2007)

Fusion of Palmprint and Palm Vein Images for Person Recognition Based on "Laplacianpalm" Feature (2007)

Are Digraphs Good for Free-Text Keystroke Dynamics? (2007)

Personality-based adaptation for teamwork in game agents (2007)

Prediction model of tunnel boring machine performance by ensemble neural networks (2007)

Harmonic volumetric mapping for solid modeling applications (2007)

Memetic Algorithms for Feature Selection on Microarray Data (2007)

Intelligence Through Interaction: Towards a Unified Theory for Learning (2007)

Word Sense Disambiguation Improves Statistical Machine Translation (2007)

Ordering Phrases with Function Words (2007)

Objective Distortion Measure for Binary Text Image Based on Edge Line Segment Similarity (2007)

No-reference JPEG-image quality assessment using GAP-RBF (2007)

Natural shadow matting (2007)

Multiscale contour corner detection based on local natural scale and wavelet transform (2007)

MODEL-molecular descriptor lab: a web-based server for computing structural and physicochemical features of compounds. (2007)

Learning Predictive Structures for Semantic Role Labeling of NomBank (2007)

Infrared-based protocol for the identification and categorization of ginseng and its products (2007)

Identification and Resolution of Chinese Zero Pronouns: A Machine Learning Approach (2007)