Publications - Machine Learning SG

Collaborative Multi-vehicle SLAM with moving object tracking (2013)

Diluka Moratuwage Ba-Ngu Vo Danwei Wang

video tracking mobile robot navigation simultaneous localization and mapping object detection mobile robot +6 more

2013 IEEE International Conference on Robotics and Automation 16 citations Published 2013-05-06
Ten Years of Building Broken Chips: The Physics and Engineering of Inexact Computing (2013)

Krishna Palem Avinash Lingamneni

moore s law design choice von neumann architecture probabilistic logic value of information +6 more

ACM Transactions in Embedded Computing Systems 95 citations Published 2013-05-01
Statistical Approaches to Concept-Level Sentiment Analysis (2013)

Erik Cambria Bjorn Schuller Bing Liu Haixun Wang Catherine Havasi

sentiment analysis concept mining knowledge extraction biomedical text mining computational linguistics +6 more

IEEE Intelligent Systems 83 citations Published 2013-05-01
Robust gait recognition via discriminative set matching (2013)

Nini Liu Jiwen Lu Gao Yang Yap-Peng Tan

subspace topology discriminative model linear subspace canonical correlation pattern recognition +6 more

Journal of Visual Communication and Image Representation 12 citations Published 2013-05-01
Perceptual Full-Reference Quality Assessment of Stereoscopic Images by Considering Binocular Visual Characteristics (2013)

Feng Shao Weisi Lin Shanbo Gu Gangyi Jiang T. Srikanthan

binocular disparity stereoscopy autostereogram visual perception just noticeable difference +6 more

IEEE Transactions on Image Processing 185 citations Published 2013-05-01
In silico prediction of spleen tyrosine kinase inhibitors using machine learning approaches and an optimized molecular descriptor subset generated by recursive feature elimination method (2013)

Bing-Ke Li Yong Cong Xue-Gang Yang Ying Xue Yi-Zong Chen

support vector machine syk artificial neural network molecular descriptor decision tree +6 more

Computers in Biology and Medicine 14 citations Published 2013-05-01
Image-driven virtual simulation of arthroscopy (2013)

Shahzad Rasool Alexei Sourin

augmented reality depth map visualization virtual reality computer graphics +8 more

The Visual Computer 16 citations Published 2013-05-01
Image Quality Assessment Using Multi-Method Fusion (2013)

Tsung-Jung Liu Weisi Lin C-C J. Kuo

support vector machine image quality image fusion regression analysis pattern recognition +7 more

IEEE Transactions on Image Processing 153 citations Published 2013-05-01
Geometrical approach for rectification of single-lens stereovision system with a triprism (2013)

Daolei Wang Kah Bin Lim Wei Loon Kee

image rectification image plane transformation matrix projection rectification +7 more

machine vision applications 14 citations Published 2013-05-01
Feature Ensemble Plus Sample Selection: Domain Adaptation for Sentiment Classification (2013)

Rui Xia Chengqing Zong Xuelei Hu E. Cambria

feature extraction computational linguistics pattern recognition intelligent decision support system machine learning +5 more

IEEE Intelligent Systems 183 citations Published 2013-05-01
Evolution by adapting surrogates (2013)

Minh Nghia Le Yew Soon Ong Stefan Menzel Yaochu Jin Bernhard Sendhoff

fitness approximation evolutionary algorithm fitness landscape local search memetic algorithm +7 more

Evolutionary Computation 83 citations Published 2013-05-01
Detecting Group Activities With Multi-Camera Context (2013)

Zheng-Jun Zha Hanwang Zhang Meng Wang Huanbo Luan Tat-Seng Chua

graphical model discriminative model machine learning pattern recognition computer science +7 more

IEEE Transactions on Circuits and Systems for Video Technology 66 citations Published 2013-05-01
A hybrid intelligent model based on recurrent neural networks and excitable dynamics for price prediction in deregulated electricity market (2013)

V. Sharma D. Srinivasan

electricity market recurrent neural network electricity adaptability mathematical optimization +6 more

Engineering Applications of Artificial Intelligence 50 citations Published 2013-05-01
Runoff forecasting using a Takagi-Sugeno neuro-fuzzy model with online learning (2013)

Amin Talei Amin Talei Lloyd Hock Chye Chua Chai Quek Per-Erik Jansson

adaptive neuro fuzzy inference system neuro fuzzy artificial intelligence surface runoff computer science +4 more

Journal of Hydrology 70 citations Published 2013-04-30
Comparison of statistical and machine learning methods in modelling of data with multicollinearity (2013)

Akhil Garg Kang Tai

multicollinearity partial least squares regression feature selection artificial neural network principal component analysis +6 more

International Journal of Modelling, Identification and Control 60 citations Published 2013-04-30
Self-Supervised Online Metric Learning With Low Rank Constraint for Scene Categorization (2013)

Yang Cong Ji Liu Junsong Yuan Jiebo Luo

semi supervised learning online machine learning active learning categorization classifier +7 more

IEEE Transactions on Image Processing 34 citations Published 2013-04-29
Regularized Feature Reconstruction for Spatio-Temporal Saliency Detection (2013)

Zhixiang Ren Shenghua Gao Liang-Tien Chia D. Rajan

kadir brady saliency detector object detection salience human visual system model feature extraction +7 more

IEEE Transactions on Image Processing 54 citations Published 2013-04-24
Multi-feature ordinal ranking for facial age estimation (2013)

Renliang Weng Jiwen Lu Gao Yang Yap-Peng Tan

ranking facial recognition system ordinal number feature extraction estimator +7 more

2013 10th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition (FG) 22 citations Published 2013-04-22
A survey of computational methods for protein complex prediction from protein interaction networks. (2013)

Sriganesh Srihari Hon Wai Leong

mechanism machine learning biology artificial intelligence complex formation +3 more

Journal of Bioinformatics and Computational Biology 101 citations Published 2013-04-21
Outdoor photometric stereo (2013)

Lap-Fai Yu Sai-Kit Yeung Yu-Wing Tai D. Terzopoulos T. F. Chan

photometric stereo computer vision computer graphics images computer science artificial intelligence

IEEE International Conference on Computational Photography (ICCP) 19 citations Published 2013-04-19

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Collaborative Multi-vehicle SLAM with moving object tracking (2013)

Ten Years of Building Broken Chips: The Physics and Engineering of Inexact Computing (2013)

Statistical Approaches to Concept-Level Sentiment Analysis (2013)

Robust gait recognition via discriminative set matching (2013)

Perceptual Full-Reference Quality Assessment of Stereoscopic Images by Considering Binocular Visual Characteristics (2013)

In silico prediction of spleen tyrosine kinase inhibitors using machine learning approaches and an optimized molecular descriptor subset generated by recursive feature elimination method (2013)

Image-driven virtual simulation of arthroscopy (2013)

Image Quality Assessment Using Multi-Method Fusion (2013)

Geometrical approach for rectification of single-lens stereovision system with a triprism (2013)

Feature Ensemble Plus Sample Selection: Domain Adaptation for Sentiment Classification (2013)

Evolution by adapting surrogates (2013)

Detecting Group Activities With Multi-Camera Context (2013)

A hybrid intelligent model based on recurrent neural networks and excitable dynamics for price prediction in deregulated electricity market (2013)

Runoff forecasting using a Takagi-Sugeno neuro-fuzzy model with online learning (2013)

Comparison of statistical and machine learning methods in modelling of data with multicollinearity (2013)

Self-Supervised Online Metric Learning With Low Rank Constraint for Scene Categorization (2013)

Regularized Feature Reconstruction for Spatio-Temporal Saliency Detection (2013)

Multi-feature ordinal ranking for facial age estimation (2013)

A survey of computational methods for protein complex prediction from protein interaction networks. (2013)

Outdoor photometric stereo (2013)