Publications - Machine Learning SG

Evolutionary algorithm based classifier parameter tuning for automatic diabetic retinopathy grading: A hybrid feature extraction approach (2013)

M. R. K. Mookiah U. Rajendra Acharya Roshan Joy Martis Chua Kuang Chua C. M. Lim E. Y. K. Ng Augustinus Laude

mass screening diabetic retinopathy fundus probabilistic neural network glaucoma +6 more

Knowledge Based Systems 145 citations Published 2013-02-01
Ensemble-based regression analysis of multimodal medical data for osteopenia diagnosis (2013)

Wei-Liang Tay Chee-Kong Chui Sim-Heng Ong Alvin Choong-Meng Ng

bootstrap aggregating ensemble learning overfitting regression analysis regression +7 more

Expert Systems With Applications 14 citations Published 2013-02-01
CoSLAM: Collaborative Visual SLAM in Dynamic Environments (2013)

Danping Zou Ping Tan

simultaneous localization and mapping pose global map robustness structure from motion +6 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 221 citations Published 2013-02-01
Circular-ELM for the reduced-reference assessment of perceived image quality (2013)

Sergio Decherchi Paolo Gastaldo Rodolfo Zunino Erik Cambria Judith Redi

multilayer perceptron image quality rendering extreme learning machine computational intelligence +6 more

Neurocomputing 84 citations Published 2013-02-01
Attention Based Detection and Recognition of Hand Postures Against Complex Backgrounds (2013)

Pramod Kumar Pisharady Prahlad Vadakkepat Ai Poh Loh

color space feature ycbcr chrominance region of interest +6 more

International Journal of Computer Vision 131 citations Published 2013-02-01
A spike-timing-based integrated model for pattern recognition (2013)

Jun Hu Huajin Tang K. C. Tan Haizhou Li Luping Shi

sensory neuroscience spiking neural network spike train spatiotemporal pattern supervised learning +6 more

Neural Computation 77 citations Published 2013-02-01
Video coding with dynamic background (2013)

Manoranjan Paul Weisi Lin Chiew Tong Lau Bu-Sung Lee

reference frame motion compensation residual frame inter frame coding tree unit +6 more

EURASIP Journal on Advances in Signal Processing 27 citations Published 2013-01-31
Simultaneously Identifying All True Vessels From Segmented Retinal Images (2013)

Q. P. Lau Mong Li Lee Wynne Hsu Tien Yin Wong

image segmentation segmentation optimization problem pixel computer vision +6 more

IEEE Transactions on Biomedical Engineering 59 citations Published 2013-01-29
Optimizing Spatial Filters by Minimizing Within-Class Dissimilarities in Electroencephalogram-Based Brain–Computer Interface (2013)

M. Arvaneh Cuntai Guan Kai Keng Ang Chai Quek

kullback leibler divergence pattern recognition brain computer interface invariant speech recognition +7 more

IEEE Transactions on Neural Networks 121 citations Published 2013-01-29
Evolutionary Extreme Learning Machine and Its Application to Image Analysis (2013)

Nan Liu Han Wang

extreme learning machine instance based learning supervised learning stability overfitting +6 more

signal processing systems 13 citations Published 2013-01-26
The semantic priming project (2013)

Keith A. Hutchison David A. Balota James H. Neely Michael J. Cortese Emily R. Cohen-Shikora Chi-Shing Tse Melvin J. Yap Jesse J. Bengson Dale Niemeyer Erin Buchanan

priming lexical decision task semantic similarity attentional control natural language processing +7 more

Behavior Research Methods 112 citations Published 2013-01-24
Biological modeling of complex chemotaxis behaviors for C. elegans under speed regulation--a dynamic neural networks approach. (2013)

Jian-Xin Xu Xin Deng

chemotaxis artificial neural network behavioral modeling sensory system biological system +4 more

Journal of Computational Neuroscience 13 citations Published 2013-01-19
Fault diagnosis of Tennessee Eastman process with multi- scale PCA and ANFIS (2013)

C.K. Lau Kaushik Ghosh M.A. Hussain C.R. Che Hassan

adaptive neuro fuzzy inference system feature extraction principal component analysis subspace topology pattern recognition +7 more

Chemometrics and Intelligent Laboratory Systems 138 citations Published 2013-01-15
Hyperspectral Image Classification by Using Pixel Spatial Correlation (2013)

Yue Gao Tat-Seng Chua

pixel connectivity hyperspectral imaging pixel spatial analysis spatial correlation +7 more

International Conference on Multimedia Modeling 17 citations Published 2013-01-07
Wavelet Domain Multifractal Analysis for Static and Dynamic Texture Classification (2013)

Hui Ji Xiong Yang Haibin Ling Yong Xu

texture descriptor wavelet packet decomposition stationary wavelet transform discrete wavelet transform wavelet transform +6 more

IEEE Transactions on Image Processing 128 citations Published 2013-01-01
Semi-supervised fuzzy co-clustering algorithm for document categorization (2013)

Yang Yan Lihui Chen William-Chandra Tjhi

fuzzy clustering flame clustering constrained clustering fuzzy classification fuzzy set operations +8 more

Knowledge and Information Systems 14 citations Published 2013-01-01
Semantic Validation of Emergent Properties in Component-Based Simulation Models (2013)

Claudia Szabo Yong Meng Teo

modeling and simulation flocking simulation modeling artificial intelligence computer science +1 more

Ontology, Epistemology, and Teleology for Modeling and Simulation 11 citations Published 2013-01-01
Seam-Driven Image Stitching (2013)

Junhong Gao Yu Li Tat-Jun Chin Michael S. Brown

image stitching computer vision computer science perception artificial intelligence

Eurographics (Short Papers) 75 citations Published 2013-01-01
Robust Visual Tracking via Structured Multi-Task Sparse Learning (2013)

Tianzhu Zhang Bernard Ghanem Si Liu Narendra Ahuja

sparse approximation multi task learning computational complexity theory video tracking particle filter +7 more

International Journal of Computer Vision 365 citations Published 2013-01-01
Robust Recovery of Subspace Structures by Low-Rank Representation (2013)

Guangcan Liu Zhouchen Lin Shuicheng Yan Ju Sun Yong Yu Yi Ma

linear subspace subspace topology outlier linear combination convex optimization +6 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 2,290 citations Published 2013-01-01

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Evolutionary algorithm based classifier parameter tuning for automatic diabetic retinopathy grading: A hybrid feature extraction approach (2013)

Ensemble-based regression analysis of multimodal medical data for osteopenia diagnosis (2013)

CoSLAM: Collaborative Visual SLAM in Dynamic Environments (2013)

Circular-ELM for the reduced-reference assessment of perceived image quality (2013)

Attention Based Detection and Recognition of Hand Postures Against Complex Backgrounds (2013)

A spike-timing-based integrated model for pattern recognition (2013)

Video coding with dynamic background (2013)

Simultaneously Identifying All True Vessels From Segmented Retinal Images (2013)

Optimizing Spatial Filters by Minimizing Within-Class Dissimilarities in Electroencephalogram-Based Brain–Computer Interface (2013)

Evolutionary Extreme Learning Machine and Its Application to Image Analysis (2013)

The semantic priming project (2013)

Biological modeling of complex chemotaxis behaviors for C. elegans under speed regulation--a dynamic neural networks approach. (2013)

Fault diagnosis of Tennessee Eastman process with multi- scale PCA and ANFIS (2013)

Hyperspectral Image Classification by Using Pixel Spatial Correlation (2013)

Wavelet Domain Multifractal Analysis for Static and Dynamic Texture Classification (2013)

Semi-supervised fuzzy co-clustering algorithm for document categorization (2013)

Semantic Validation of Emergent Properties in Component-Based Simulation Models (2013)

Seam-Driven Image Stitching (2013)

Robust Visual Tracking via Structured Multi-Task Sparse Learning (2013)

Robust Recovery of Subspace Structures by Low-Rank Representation (2013)