Publications - Machine Learning SG

Modeling Diffusion in Social Networks Using Network Properties (2012)

Duc Minh Luu Ee-Peng Lim Tuan-Anh Hoang Freddy Chong Tat Chua

diffusion degree distribution diffusion process synthetic data macro +6 more

Sixth International AAAI Conference on Weblogs and Social Media 13 citations Published 2012-05-20
Phrase-Level Sentiment Polarity Classification Using Rule-Based Typed Dependencies and Additional Complex Phrases Consideration (2012)

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

sentiment analysis dependency grammar phrase semantics heuristics +6 more

Journal of Computer Science and Technology 29 citations Published 2012-05-19
Cloud robotics: architecture, challenges and applications (2012)

Guoqiang Hu Wee Peng Tay Yonggang Wen

cloud robotics cloud computing cloud testing ubiquitous computing software architecture +6 more

IEEE Network 477 citations Published 2012-05-17
Curb-intersection feature based Monte Carlo Localization on urban roads (2012)

B. Qin Z. J. Chong T. Bandyopadhyay M. H. Ang E. Frazzoli D. Rus

monte carlo localization odometry road surface monte carlo method robustness +6 more

2012 IEEE International Conference on Robotics and Automation 62 citations Published 2012-05-14
A handle bar metaphor for virtual object manipulation with mid-air interaction (2012)

Peng Song Wooi Boon Goh William Hutama Chi-Wing Fu Xiaopei Liu

virtual image gesture visual control human computer interaction computer vision +7 more

Proceedings of the SIGCHI Conference on Human Factors in Computing Systems 189 citations Published 2012-05-05
Practical applications of multiple signal classification (2012)

Krishna Agarwal Li Pan Yew Kong Leong Marcus Han On Yu Chan Xudong Chen Swee Ping Yeo

pattern recognition nondestructive testing inverse scattering problem speech recognition engineering +5 more

International Journal of Rf and Microwave Computer-aided Engineering 11 citations Published 2012-05-01
PAMR: Passive aggressive mean reversion strategy for portfolio selection (2012)

Bin Li Peilin Zhao Steven C. Hoi Vivekanand Gopalkrishnan

mean reversion rate of return on a portfolio portfolio trend following volatility risk +6 more

Machine Learning 124 citations Published 2012-05-01
Oracle in Image Search: A Content-Based Approach to Performance Prediction (2012)

Liqiang Nie Meng Wang Zheng-Jun Zha Tat-Seng Chua

beam search best first search metasearch engine learning to rank search engine +7 more

ACM Transactions on Information Systems 142 citations Published 2012-05-01
Nonintrusive Quality Assessment of Noise Suppressed Speech With Mel-Filtered Energies and Support Vector Regression (2012)

M. Narwaria Weisi Lin I. V. McLoughlin S. Emmanuel Liang-Tien Chia

speech processing support vector machine feature extraction noise measurement quality score +7 more

IEEE Transactions on Audio, Speech, and Language Processing 24 citations Published 2012-05-01
Metacognitive learning in a fully complex-valued radial basis function neural network (2012)

R. Savitha S. Suresh N. Sundararajan

active learning feature learning semi supervised learning learning classifier system unsupervised learning +6 more

Neural Computation 103 citations Published 2012-05-01
Improving statistical machine translation for a resource-poor language using related resource-rich languages (2012)

Preslav Nakov Hwee Tou Ng

machine translation rule based machine translation evaluation of machine translation machine translation software usability vocabulary +6 more

Journal of Artificial Intelligence Research 34 citations Published 2012-05-01
Image label completion by pursuing contextual decomposability (2012)

Xiaobai Liu Shuicheng Yan Tat-Seng Chua Hai Jin

image segmentation automatic image annotation learning to rank boosting ranking +7 more

ACM Transactions on Multimedia Computing, Communications, and Applications 16 citations Published 2012-05-01
Facial expressions in American sign language: Tracking and recognition (2012)

Tan Dat Nguyen Surendra Ranganath

face hallucination facial expression sign language hidden markov model american sign language +7 more

Pattern Recognition 25 citations Published 2012-05-01
Detail-preserving exposure fusion using subband architecture (2012)

Jianbing Shen Ying Zhao Ying He

quadrature mirror filter multiple exposure tone mapping automatic gain control pattern recognition +7 more

The Visual Computer 13 citations Published 2012-05-01
Contour-based object detection as dominant set computation (2012)

Xingwei Yang Hairong Liu Longin Jan Latecki

active contour model object detection computation pattern recognition enumeration +5 more

Pattern Recognition 66 citations Published 2012-05-01
Biomechanical model-based displacement estimation in micro-sensor motion capture (2012)

X L Meng Z Q Zhang S Y Sun J K Wu W C Wong

motion capture biomechanics computer vision human body computer science +6 more

Measurement Science and Technology 29 citations Published 2012-05-01
Affective Common Sense Knowledge Acquisition for Sentiment Analysis (2012)

Erik Cambria Yunqing Xia Amir Hussain

sentiment analysis commonsense knowledge natural language cognition common sense +7 more

Proceedings of the Eighth International Conference on Language Resources and Evaluation (LREC-2012) 14 citations Published 2012-05-01
A four-camera videogrammetric system for 3-D motion measurement of deformable object (2012)

Hao Hu Jin Liang Zhenzhong Xiao Zhenzhong Xiao Zhengzong Tang Anand Krishna Asundi Yong-xin Wang

camera resectioning photogrammetry calibration trajectory computer vision +7 more

Optics and Lasers in Engineering 16 citations Published 2012-05-01
Neural Network Structure for Spatio-Temporal Long-Term Memory (2012)

V. A. Nguyen J. A. Starzyk Wooi-Boon Goh D. Jachyra

artificial neural network long term memory sequence learning forgetting memory architecture +7 more

IEEE Transactions on Neural Networks 28 citations Published 2012-04-30
On the application of the parzen-type kernel regression neural network and order statistics for learning in a non-stationary environment (2012)

Maciej Jaworski Meng Joo Er Lena Pietruczuk

probabilistic neural network artificial neural network kernel regression probabilistic logic weak convergence +6 more

ICAISC'12 Proceedings of the 11th international conference on Artificial Intelligence and Soft Computing - Volume Part I 16 citations Published 2012-04-29

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Modeling Diffusion in Social Networks Using Network Properties (2012)

Phrase-Level Sentiment Polarity Classification Using Rule-Based Typed Dependencies and Additional Complex Phrases Consideration (2012)

Cloud robotics: architecture, challenges and applications (2012)

Curb-intersection feature based Monte Carlo Localization on urban roads (2012)

A handle bar metaphor for virtual object manipulation with mid-air interaction (2012)

Practical applications of multiple signal classification (2012)

PAMR: Passive aggressive mean reversion strategy for portfolio selection (2012)

Oracle in Image Search: A Content-Based Approach to Performance Prediction (2012)

Nonintrusive Quality Assessment of Noise Suppressed Speech With Mel-Filtered Energies and Support Vector Regression (2012)

Metacognitive learning in a fully complex-valued radial basis function neural network (2012)

Improving statistical machine translation for a resource-poor language using related resource-rich languages (2012)

Image label completion by pursuing contextual decomposability (2012)

Facial expressions in American sign language: Tracking and recognition (2012)

Detail-preserving exposure fusion using subband architecture (2012)

Contour-based object detection as dominant set computation (2012)

Biomechanical model-based displacement estimation in micro-sensor motion capture (2012)

Affective Common Sense Knowledge Acquisition for Sentiment Analysis (2012)

A four-camera videogrammetric system for 3-D motion measurement of deformable object (2012)

Neural Network Structure for Spatio-Temporal Long-Term Memory (2012)

On the application of the parzen-type kernel regression neural network and order statistics for learning in a non-stationary environment (2012)