Publications - Machine Learning SG

Construction of co-complex score matrix for protein complex prediction from AP-MS data (2011)

Zhipeng Xie Chee Keong Kwoh Xiao-Li Li Min Wu

supervised learning hierarchical clustering false positives and false negatives machine learning data mining +5 more

intelligent systems in molecular biology 33 citations Published 2011-07-01
An automatic segmentation algorithm for 3D cell cluster splitting using volumetric confocal images. (2011)

C. Indhumathi Y.Y. Cai Y.Q. Guan M. Opas

segmentation 3d reconstruction higher order statistics computer vision algorithm +7 more

Journal of Microscopy 27 citations Published 2011-07-01
Active Learning for Solving the Incomplete Data Problem in Facial Age Classification by the Furthest Nearest-Neighbor Criterion (2011)

Jian-Gang Wang E Sung Wei-Yun Yau

semi supervised learning statistical classification support vector machine linear discriminant analysis contextual image classification +7 more

IEEE Transactions on Image Processing 21 citations Published 2011-07-01
A survey of multilinear subspace learning for tensor data (2011)

Haiping Lu Konstantinos N. Plataniotis Anastasios N. Venetsanopoulos

multilinear subspace learning multilinear map dimensionality reduction information extraction feature extraction +6 more

Pattern Recognition 381 citations Published 2011-07-01
A Split and Merge Based Ellipse Detector With Self-Correcting Capability (2011)

A Y-S Chia S Rahardja D Rajan M K Leung

ellipse edge detection line segment image segmentation detector +6 more

IEEE Transactions on Image Processing 66 citations Published 2011-07-01
A Sequential Learning Algorithm for Complex-Valued Self-Regulating Resource Allocation Network-CSRAN (2011)

S. Suresh R. Savitha N. Sundararajan

radial basis function network artificial neural network approximation algorithm resource allocation function approximation +7 more

IEEE Transactions on Neural Networks 79 citations Published 2011-07-01
A hybrid agent architecture integrating desire, intention and reinforcement learning (2011)

Ah-Hwee Tan Yew-Soon Ong Akejariyawong Tapanuj

reinforcement learning agent architecture artificial neural network reinforcement architecture +4 more

Expert Systems With Applications 19 citations Published 2011-07-01
A Fast Learning Complex-valued Neural Classifier for real-valued classification problems (2011)

R. Savitha S. Suresh N. Sundararajan

linear classifier quadratic classifier learning classifier system competitive learning artificial neural network +6 more

The 2011 International Joint Conference on Neural Networks 23 citations Published 2011-07-01
Online AUC Maximization (2011)

Peilin Zhao Rong Jin Tianbao Yang Steven C. Hoi

maximization reservoir sampling pairwise comparison machine learning data mining +6 more

Proceedings of the 28th International Conference on Machine Learning 181 citations Published 2011-06-28
Gini Index as Sparsity Measure for Signal Reconstruction from Compressive Samples (2011)

D. Zonoobi A. A. Kassim Y. V. Venkatesh

signal reconstruction compressed sensing discrete time signal iterative reconstruction noise measurement +6 more

IEEE Journal of Selected Topics in Signal Processing 103 citations Published 2011-06-27
Qualitative real-time schlieren and shadowgraph imaging of human exhaled airflows: an aid to aerosol infection control. (2011)

Julian W. Tang Andre D. G. Nicolle Jovan Pantelic Mingxiu Jiang Chandra Sekhr David K. W. Cheong Kwok Wai Tham

sneeze shadowgraph breathing nose schlieren +6 more

PLOS ONE 31 citations Published 2011-06-22
Face recognition based on kernelized extreme learning machine (2011)

Weiwei Zong Hongming Zhou Guang-Bin Huang Zhiping Lin

extreme learning machine facial recognition system machine learning pattern recognition benchmarking +5 more

AIS'11 Proceedings of the Second international conference on Autonomous and intelligent systems 27 citations Published 2011-06-22
A modified ELM algorithm for single-hidden layer feedforward neural networks with linear nodes (2011)

Zhihong Man Kevin Lee Dianhui Wang Zhenwei Cao Chunyan Miao

extreme learning machine feedforward neural network artificial neural network algorithm design preprocessor +7 more

2011 6th IEEE Conference on Industrial Electronics and Applications 11 citations Published 2011-06-21
Uncovering vein patterns from color skin images for forensic analysis (2011)

Chaoying Tang Adams Wai Kin Kong Noah Craft

child sexual abuse forensic identification computer vision computer science artificial intelligence +5 more

CVPR 2011 28 citations Published 2011-06-20
Sparse reconstruction cost for abnormal event detection (2011)

Yang Cong Junsong Yuan Ji Liu

k svd anomaly detection object detection iterative reconstruction feature extraction +7 more

CVPR 2011 677 citations Published 2011-06-20
Smoothly varying affine stitching (2011)

Wen-Yan Lin Siying Liu Yasuyuki Matsushita Tian-Tsong Ng Loong-Fah Cheong

image stitching affine transformation parallax homography image segmentation +6 more

CVPR 2011 207 citations Published 2011-06-20
Optimal spatio-temporal path discovery for video event detection (2011)

Du Tran Junsong Yuan

object detection pedestrian detection search algorithm computational complexity theory computer vision +3 more

CVPR 2011 61 citations Published 2011-06-20
Multi-layer group sparse coding — For concurrent image classification and annotation (2011)

Shenghua Gao Liang-Tien Chia Ivor Wai-Hung Tsang

automatic image annotation contextual image classification labelme neural coding reproducing kernel hilbert space +6 more

CVPR 2011 76 citations Published 2011-06-20
Mining discriminative co-occurrence patterns for visual recognition (2011)

Junsong Yuan Ming Yang Ying Wu

boosting discriminative model decision tree cognitive neuroscience of visual object recognition pattern recognition +7 more

CVPR 2011 90 citations Published 2011-06-20
Geometric ℓ p -norm feature pooling for image classification (2011)

Jiashi Feng Bingbing Ni Qi Tian Shuicheng Yan

pooling contextual image classification spatial analysis norm automatic summarization +7 more

CVPR 2011 187 citations Published 2011-06-20

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Construction of co-complex score matrix for protein complex prediction from AP-MS data (2011)

An automatic segmentation algorithm for 3D cell cluster splitting using volumetric confocal images. (2011)

Active Learning for Solving the Incomplete Data Problem in Facial Age Classification by the Furthest Nearest-Neighbor Criterion (2011)

A survey of multilinear subspace learning for tensor data (2011)

A Split and Merge Based Ellipse Detector With Self-Correcting Capability (2011)

A Sequential Learning Algorithm for Complex-Valued Self-Regulating Resource Allocation Network-CSRAN (2011)

A hybrid agent architecture integrating desire, intention and reinforcement learning (2011)

A Fast Learning Complex-valued Neural Classifier for real-valued classification problems (2011)

Online AUC Maximization (2011)

Gini Index as Sparsity Measure for Signal Reconstruction from Compressive Samples (2011)

Qualitative real-time schlieren and shadowgraph imaging of human exhaled airflows: an aid to aerosol infection control. (2011)

Face recognition based on kernelized extreme learning machine (2011)

A modified ELM algorithm for single-hidden layer feedforward neural networks with linear nodes (2011)

Uncovering vein patterns from color skin images for forensic analysis (2011)

Sparse reconstruction cost for abnormal event detection (2011)

Smoothly varying affine stitching (2011)

Optimal spatio-temporal path discovery for video event detection (2011)

Multi-layer group sparse coding — For concurrent image classification and annotation (2011)

Mining discriminative co-occurrence patterns for visual recognition (2011)

Geometric ℓ p -norm feature pooling for image classification (2011)