Publications - Machine Learning SG

Transfer latent variable model based on divergence analysis (2011)

Xinbo Gao Xiumei Wang Xuelong Li Dacheng Tao

latent variable model latent variable probabilistic latent semantic analysis latent class model dimensionality reduction +6 more

Pattern Recognition 19 citations Published 2011-10-01
Time-efficient sparse analysis of histopathological whole slide images (2011)

Chao-Hui Huang Chao-Hui Huang Antoine Veillard Antoine Veillard Ludovic Roux Nicolas Loménie Nicolas Loménie Daniel Racoceanu

virtual microscopy virtual microscope ground truth graphics processing unit computer vision +6 more

Computerized Medical Imaging and Graphics 87 citations Published 2011-10-01
Optimal Compression Plane for Efficient Video Coding (2011)

Anmin Liu W. S. Lin M. Paul Fan Zhang Chenwei Deng

data compression motion compensation context adaptive binary arithmetic coding video compression picture types multiview video coding +6 more

IEEE Transactions on Image Processing 15 citations Published 2011-10-01
Integrated Content and Context Analysis for Mobile Landmark Recognition (2011)

Tao Chen Kim-Hui Yap Lap-Pui Chau

mobile computing context model landmark mobile device mobile telephony +6 more

IEEE Transactions on Circuits and Systems for Video Technology 24 citations Published 2011-10-01
Face recognition based on the multi-scale local image structures (2011)

Cong Geng Xudong Jiang

three dimensional face recognition facial recognition system feature extraction image processing scale invariant feature transform +6 more

Pattern Recognition 72 citations Published 2011-10-01
Estimating the Mutual Information Between Bilateral Breast in Thermograms Using Nonparametric Windows (2011)

M. Etehadtavakol E. Y. Ng Caro Lucas S. Sadri N. Gheissari

mutual information nonparametric statistics interpolation pattern recognition nonlinear system +7 more

Journal of Medical Systems 25 citations Published 2011-10-01
Design of ensemble neural network using entropy theory (2011)

Zhiye Zhao Yun Zhang

learning rule artificial neural network entropy network architecture lagrange multiplier +6 more

Advances in Engineering Software 12 citations Published 2011-10-01
Controlling false positives in association rule mining (2011)

Guimei Liu Haojun Zhang Limsoon Wong

false positive paradox per comparison error rate association rule learning false positives and false negatives multiple comparisons problem +7 more

very large data bases 22 citations Published 2011-10-01
Compactly Supported Basis Functions as Support Vector Kernels for Classification (2011)

P. Wittek Chew Lim Tan

wavelet wavelet transform basis function kernel support vector machine +6 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 17 citations Published 2011-10-01
An Efficient Automated Algorithm to Detect Ocular Surface Temperature on Sequence of Thermograms Using Snake and Target Tracing Function (2011)

Jen Hong Tan E. Y. Ng Rajendra Acharya U

tracing genetic algorithm computer vision computer science artificial intelligence +2 more

Journal of Medical Systems 19 citations Published 2011-10-01
Active learning with adaptive regularization (2011)

Zheng Wang Shuicheng Yan Changshui Zhang

active learning stability margin classifier learning classifier system support vector machine +6 more

Pattern Recognition 24 citations Published 2011-10-01
A SOM-based hybrid linear-neural model for short-term load forecasting (2011)

Vineet Yadav Dipti Srinivasan

feedforward neural network artificial neural network linear model autoregressive model algorithm +6 more

Neurocomputing 31 citations Published 2011-10-01
A multilabel text classification algorithm for labeling risk factors in SEC form 10-K (2011)

Ke-Wei Huang Zhuolun Li

categorical variable multi label classification risk management machine learning data mining +5 more

ACM Transactions on Management Information Systems (TMIS) 66 citations Published 2011-10-01
A Multi-Facet Survey on Memetic Computation (2011)

Xianshun Chen Yew-Soon Ong Meng-Hiot Lim Kay Chen Tan

memetic algorithm evolutionary computation memetics computing methodologies genetic algorithm +5 more

IEEE Transactions on Evolutionary Computation 459 citations Published 2011-10-01
2011 Special Issue: LVQ algorithm with instance weighting for generation of prototype-based rules (2011)

Marcin Blachnik WłOdzisłAw Duch

learning vector quantization cluster analysis initialization weighting machine learning +7 more

Neural Networks 13 citations Published 2011-10-01
Methods and systems for automated text correction (2011)

Daniel Hermann Richard Dahlmeier Wei Lu Hwee Tou Ng

natural language processing speech recognition computer science artificial intelligence

62 citations Published 2011-09-23
Current and future trends of biologically inspired underwater vehicles (2011)

K. H. Low

underwater robotics robotics robot mobile robot underwater +7 more

2011 Defense Science Research Conference and Expo (DSR) 19 citations Published 2011-09-23
Video Script Identification Based on Text Lines (2011)

Trung Quy Phan Palaiahnakote Shivakumara Zhang Ding Shijian Lu Chew Lim Tan

connected component tamil object detection feature extraction extreme point +7 more

2011 International Conference on Document Analysis and Recognition 33 citations Published 2011-09-18
Sliding window and regression based cup detection in digital fundus images for glaucoma diagnosis (2011)

Yanwu Xu Dong Xu Stephen Lin Jiang Liu Jun Cheng Carol Y. Cheung Tin Aung Tien Yin Wong

optic cup sliding window protocol channel support vector machine histogram +6 more

MICCAI'11 Proceedings of the 14th international conference on Medical image computing and computer-assisted intervention - Volume Part III 69 citations Published 2011-09-18
Orientation histograms as shape priors for left ventricle segmentation using graph cuts (2011)

Dwarikanath Mahapatra Ying Sun

active appearance model cut segmentation pixel prior probability +6 more

MICCAI'11 Proceedings of the 14th international conference on Medical image computing and computer-assisted intervention - Volume Part III 26 citations Published 2011-09-18

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Transfer latent variable model based on divergence analysis (2011)

Time-efficient sparse analysis of histopathological whole slide images (2011)

Optimal Compression Plane for Efficient Video Coding (2011)

Integrated Content and Context Analysis for Mobile Landmark Recognition (2011)

Face recognition based on the multi-scale local image structures (2011)

Estimating the Mutual Information Between Bilateral Breast in Thermograms Using Nonparametric Windows (2011)

Design of ensemble neural network using entropy theory (2011)

Controlling false positives in association rule mining (2011)

Compactly Supported Basis Functions as Support Vector Kernels for Classification (2011)

An Efficient Automated Algorithm to Detect Ocular Surface Temperature on Sequence of Thermograms Using Snake and Target Tracing Function (2011)

Active learning with adaptive regularization (2011)

A SOM-based hybrid linear-neural model for short-term load forecasting (2011)

A multilabel text classification algorithm for labeling risk factors in SEC form 10-K (2011)

A Multi-Facet Survey on Memetic Computation (2011)

2011 Special Issue: LVQ algorithm with instance weighting for generation of prototype-based rules (2011)

Methods and systems for automated text correction (2011)

Current and future trends of biologically inspired underwater vehicles (2011)

Video Script Identification Based on Text Lines (2011)

Sliding window and regression based cup detection in digital fundus images for glaucoma diagnosis (2011)

Orientation histograms as shape priors for left ventricle segmentation using graph cuts (2011)