Publications - Machine Learning SG

Bayesian variable selection for Gaussian process regression: Application to chemometric calibration of spectrometers (2010)

Tao Chen Bo Wang

partial least squares regression regression analysis markov chain monte carlo gaussian process model selection +6 more

Neurocomputing 25 citations Published 2010-08-01
An investigation on noise-induced features in robust evolutionary multi-objective optimization (2010)

C. K. Goh K. C. Tan C. Y. Cheong Y. S. Ong

test functions for optimization probabilistic based design optimization multi objective optimization optimization problem evolutionary algorithm +7 more

Expert Systems With Applications 27 citations Published 2010-08-01
A Study on the Generalization Capability of Acoustic Models for Robust Speech Recognition (2010)

Xiong Xiao Jinyu Li Eng Siong Chng Haizhou Li Chin-Hui Lee

acoustic model statistical learning theory speech processing language model robustness +7 more

IEEE Transactions on Audio, Speech, and Language Processing 23 citations Published 2010-08-01
A RANDOM DECISION TREE ENSEMBLE FOR MINING CONCEPT DRIFTS FROM NOISY DATA STREAMS (2010)

Peipei Li Xindong Wu Xuegang Hu Qianhui Liang Yunjun Gao

data stream mining decision tree small data ensemble forecasting data mining +7 more

Applied Artificial Intelligence 13 citations Published 2010-08-01
A low-dimensional local descriptor incorporating TPS warping for image matching (2010)

Yang Duanduan Andrzej Sluzek

gloh local binary patterns image warping real image thin plate spline +7 more

Image and Vision Computing 20 citations Published 2010-08-01
A fast divisive clustering algorithm using an improved discrete particle swarm optimizer (2010)

Liang Feng Ming-Hui Qiu Yu-Xuan Wang Qiao-Liang Xiang Yin-Fei Yang Kai Liu

cluster analysis fuzzy clustering canopy clustering algorithm correlation clustering single linkage clustering +7 more

Pattern Recognition Letters 20 citations Published 2010-08-01
Sequence-based identification of interface residues by an integrative profile combining hydrophobic and evolutionary information (2010)

Peng Chen Jinyan Li

matthews correlation coefficient support vector machine encode accessible surface area pattern recognition +7 more

BMC Bioinformatics 38 citations Published 2010-07-28
Classification for overlapping classes using optimized overlapping region detection and soft decision (2010)

Wenyin Tang K. Z. Mao Lee Onn Mak Gee Wah Ng

decision theory contextual image classification object detection probabilistic logic pattern recognition +7 more

2010 13th International Conference on Information Fusion 11 citations Published 2010-07-26
Trust network inference for online rating data using generative models (2010)

Freddy Chong Tat Chua Ee-Peng Lim

distrust inference statistical model gibbs sampling social network +5 more

Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining 29 citations Published 2010-07-25
Semi-supervised sparse metric learning using alternating linearization optimization (2010)

Wei Liu Shiqian Ma Dacheng Tao Jianzhuang Liu Peng Liu

metric semi supervised learning unsupervised learning distance measures euclidean space +7 more

Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining 67 citations Published 2010-07-25
Feature selection for support vector regression using probabilistic prediction (2010)

Jian-Bo Yang Chong-Jin Ong

feature vector feature selection support vector machine probabilistic logic conditional probability distribution +7 more

Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining 11 citations Published 2010-07-25
Adaptive two-step calibration for high resolution and wide-swath SAR imaging (2010)

L. Zhang M.-D. Xing C.-W. Qiu Z. Bao

synthetic aperture radar radar imaging signal subspace azimuth calibration +7 more

Iet Radar Sonar and Navigation 32 citations Published 2010-07-23
Visual saliency detection in image using ant colony optimisation and local phase coherence (2010)

L. Ma J. Tian W. Yu

ant colony object detection salience coherence computer vision +4 more

Electronics Letters 19 citations Published 2010-07-22
Compressed-encrypted domain JPEG2000 image watermarking (2010)

A. V. Subramanyam Sabu Emmanuel Mohan S. Kankanhalli

watermark digital watermarking encryption digital rights management data compression +7 more

2010 IEEE International Conference on Multimedia and Expo 18 citations Published 2010-07-19
Activity recognition using dense long-duration trajectories (2010)

Ju Sun Yadong Mu Shuicheng Yan Loong-Fah Cheong

feature extraction activity recognition computer vision visualization trajectory +6 more

2010 IEEE International Conference on Multimedia and Expo 71 citations Published 2010-07-19
A touch interface exploiting the use of vibration theories and infinite impulse response filter modeling based localization algorithm (2010)

Kirill Poletkin XueXin Yap Andy W. H. Khong

infinite impulse response natural user interface interface tactile sensor frequency domain +7 more

2010 IEEE International Conference on Multimedia and Expo 15 citations Published 2010-07-19
Towards probabilistic memetic algorithm: An initial study on capacitated arc routing problem (2010)

Liang Feng Yew-Soon Ong Quang Huy Nguyen Ah-Hwee Tan

arc routing memetic algorithm probabilistic logic evolutionary computation benchmark +6 more

IEEE Congress on Evolutionary Computation 18 citations Published 2010-07-18
Stock price prediction using Generic Self-Evolving Takagi-Sugeno-Kang (GSETSK) fuzzy neural network (2010)

Ngoc Nam Nguyen Chai Quek

fuzzy rule fuzzy logic fuzzy set artificial neural network cluster analysis +6 more

The 2010 International Joint Conference on Neural Networks (IJCNN) 13 citations Published 2010-07-18
Intelligent trading using support vector regression and multilayer perceptrons optimized with genetic algorithms (2010)

Ming Zhu Lipo Wang

perceptron multilayer perceptron support vector machine fuzzy control system genetic algorithm +6 more

The 2010 International Joint Conference on Neural Networks (IJCNN) 87 citations Published 2010-07-18
Autonomous Bee Colony Optimization for multi-objective function (2010)

Fanchao Zeng James Decraene Malcolm Yoke Hean Low Philip Hingston Cai Wentong Zhou Suiping Mahinthan Chandramohan

artificial bee colony algorithm metaheuristic genetic algorithm robustness sorting +6 more

IEEE Congress on Evolutionary Computation 14 citations Published 2010-07-18

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Bayesian variable selection for Gaussian process regression: Application to chemometric calibration of spectrometers (2010)

An investigation on noise-induced features in robust evolutionary multi-objective optimization (2010)

A Study on the Generalization Capability of Acoustic Models for Robust Speech Recognition (2010)

A RANDOM DECISION TREE ENSEMBLE FOR MINING CONCEPT DRIFTS FROM NOISY DATA STREAMS (2010)

A low-dimensional local descriptor incorporating TPS warping for image matching (2010)

A fast divisive clustering algorithm using an improved discrete particle swarm optimizer (2010)

Sequence-based identification of interface residues by an integrative profile combining hydrophobic and evolutionary information (2010)

Classification for overlapping classes using optimized overlapping region detection and soft decision (2010)

Trust network inference for online rating data using generative models (2010)

Semi-supervised sparse metric learning using alternating linearization optimization (2010)

Feature selection for support vector regression using probabilistic prediction (2010)

Adaptive two-step calibration for high resolution and wide-swath SAR imaging (2010)

Visual saliency detection in image using ant colony optimisation and local phase coherence (2010)

Compressed-encrypted domain JPEG2000 image watermarking (2010)

Activity recognition using dense long-duration trajectories (2010)

A touch interface exploiting the use of vibration theories and infinite impulse response filter modeling based localization algorithm (2010)

Towards probabilistic memetic algorithm: An initial study on capacitated arc routing problem (2010)

Stock price prediction using Generic Self-Evolving Takagi-Sugeno-Kang (GSETSK) fuzzy neural network (2010)

Intelligent trading using support vector regression and multilayer perceptrons optimized with genetic algorithms (2010)

Autonomous Bee Colony Optimization for multi-objective function (2010)