Publications - Machine Learning SG

Person recognition by fusing palmprint and palm vein images based on Laplacianpalm representation (2008)

Jian-Gang Wang Wei-Yun Yau Andy Suwandy Eric Sung

image fusion biometrics pattern recognition computer vision spoofing attack +7 more

Pattern Recognition 292 citations Published 2008-05-01
MRM: A matrix representation and mapping approach for knowledge acquisition (2008)

Chun-Hsien Chen Zhiming Rao

knowledge acquisition knowledge based systems matrix representation bottleneck machine learning +4 more

Knowledge Based Systems 18 citations Published 2008-05-01
Engineering computation under uncertainty - Capabilities of non-traditional models (2008)

Bernd Möller Michael Beer

uncertainty analysis sensitivity analysis probabilistic logic imprecise probability interval arithmetic +6 more

Computers & Structures 298 citations Published 2008-05-01
Design of multiple-level hybrid classifier for intrusion detection system using Bayesian clustering and decision trees (2008)

Cheng Xiang Png Chin Yong Lim Swee Meng

intrusion detection system anomaly based intrusion detection system false alarm constant false alarm rate decision tree +7 more

Pattern Recognition Letters 183 citations Published 2008-05-01
An impulsive noise color image filter using learning-based color morphological operations (2008)

Hao Zhou K. Z. Mao

salt and pepper noise color image median filter demosaicing binary image +6 more

Digital Signal Processing 22 citations Published 2008-05-01
Method and system for concentration detection (2008)

Haihong Zhang Cuntai Guan Brahim Ahmed Salah Hamadi Charef Chuanchu Wang Kok Soon Phua

discriminative model classifier pattern recognition geography artificial intelligence

15 citations Published 2008-04-28
A method and system for concentration detection (2008)

Haihong Zhang Cuntai Guan Brahim Ahmed Salah Hamadi Charef Chuanchu Wang Kok Soon Phua

discriminative model classifier pattern recognition geography artificial intelligence

15 citations Published 2008-04-28
Continuous Reverse k-Nearest-Neighbor Monitoring (2008)

Wei Wu Fei Yang Chee Yong Chan Kian-Lee Tan

k nearest neighbors algorithm algorithm design bottleneck filter scalability +6 more

The Ninth International Conference on Mobile Data Management (mdm 2008) 82 citations Published 2008-04-27
Detection and classification of road signs in natural environments (2008)

Yok-Yen Nguwi Abbas Z. Kouzani

multilayer perceptron perceptron classifier artificial neural network pattern recognition +6 more

Neural Computing and Applications 125 citations Published 2008-04-23
Analysis of fMRI Data With Drift: Modified General Linear Model and Bayesian Estimator (2008)

Huaien Luo S. Puthusserypady

model selection wavelet wavelet transform bayesian probability general linear model +6 more

IEEE Transactions on Biomedical Engineering 20 citations Published 2008-04-15
Robust Lossless Image Data Hiding Designed for Semi-Fragile Image Authentication (2008)

Zhicheng Ni Y.Q. Shi N. Ansari Wei Su Qibin Sun Xiao Lin

lossy compression data compression lossless compression image compression information hiding +6 more

IEEE Transactions on Circuits and Systems for Video Technology 241 citations Published 2008-04-01
PSECMAC: A Novel Self-Organizing Multiresolution Associative Memory Architecture (2008)

S.D. Teddy C. Quek E.M.-K. Lai

cerebellar model articulation controller content addressable memory memory management memory architecture adaptive memory +6 more

IEEE Transactions on Neural Networks 22 citations Published 2008-04-01
Orthogonal Data Embedding for Binary Images in Morphological Transform Domain- A High-Capacity Approach (2008)

Huijuan Yang A.C. Kot S. Rahardja

binary image wavelet transform pixel watermark image processing +6 more

IEEE Transactions on Multimedia 60 citations Published 2008-04-01
Minerva: Sequential Covering for Rule Extraction (2008)

J. Huysmans R. Setiono B. Baesens J. Vanthienen

decision tree artificial neural network interpretability knowledge based systems support vector machine +6 more

systems man and cybernetics 22 citations Published 2008-04-01
Discriminant Locally Linear Embedding With High-Order Tensor Data (2008)

Xuelong Li S. Lin Shuicheng Yan Dong Xu

linear discriminant analysis dimensionality reduction nonlinear dimensionality reduction linearization multilinear map +6 more

systems man and cybernetics 318 citations Published 2008-04-01
Detection of visual attention regions in images using robust subspace analysis (2008)

Yiqun Hu Deepu Rajan Liang-Tien Chia

subspace topology linear subspace scale space iterative refinement principal component analysis +6 more

Journal of Visual Communication and Image Representation 17 citations Published 2008-04-01
DCT-Yager FNN: A Novel Yager-Based Fuzzy Neural Network With the Discrete Clustering Technique (2008)

A. Singh C. Quek S.-Y. Cho

fuzzy clustering fuzzy set membership function cluster analysis fuzzy logic +6 more

IEEE Transactions on Neural Networks 11 citations Published 2008-04-01
Cloud basis function neural network: A modified RBF network architecture for holistic facial expression recognition (2008)

Chathura R. De Silva Surendra Ranganath Liyanage C. De Silva

time delay neural network probabilistic neural network radial basis function network artificial neural network basis function +6 more

Pattern Recognition 33 citations Published 2008-04-01
An Improved Physically-Based Method for Geometric Restoration of Distorted Document Images (2008)

Li Zhang Yu Zhang Chew Lim Tan

geometric transformation geometric shape verlet integration image processing solid modeling +6 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 31 citations Published 2008-04-01
A General Internal Model Approach for Motion Learning (2008)

Jian-Xin Xu Wei Wang

artificial neural network motion detection internal model scalability artificial intelligence +6 more

systems man and cybernetics 14 citations Published 2008-04-01

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Person recognition by fusing palmprint and palm vein images based on Laplacianpalm representation (2008)

MRM: A matrix representation and mapping approach for knowledge acquisition (2008)

Engineering computation under uncertainty - Capabilities of non-traditional models (2008)

Design of multiple-level hybrid classifier for intrusion detection system using Bayesian clustering and decision trees (2008)

An impulsive noise color image filter using learning-based color morphological operations (2008)

Method and system for concentration detection (2008)

A method and system for concentration detection (2008)

Continuous Reverse k-Nearest-Neighbor Monitoring (2008)

Detection and classification of road signs in natural environments (2008)

Analysis of fMRI Data With Drift: Modified General Linear Model and Bayesian Estimator (2008)

Robust Lossless Image Data Hiding Designed for Semi-Fragile Image Authentication (2008)

PSECMAC: A Novel Self-Organizing Multiresolution Associative Memory Architecture (2008)

Orthogonal Data Embedding for Binary Images in Morphological Transform Domain- A High-Capacity Approach (2008)

Minerva: Sequential Covering for Rule Extraction (2008)

Discriminant Locally Linear Embedding With High-Order Tensor Data (2008)

Detection of visual attention regions in images using robust subspace analysis (2008)

DCT-Yager FNN: A Novel Yager-Based Fuzzy Neural Network With the Discrete Clustering Technique (2008)

Cloud basis function neural network: A modified RBF network architecture for holistic facial expression recognition (2008)

An Improved Physically-Based Method for Geometric Restoration of Distorted Document Images (2008)

A General Internal Model Approach for Motion Learning (2008)