Publications - Machine Learning SG

First Heart Sound Detection for Phonocardiogram Segmentation (2005)

P. Wang Y. Kim L.H. Ling C.B. Soh

phonocardiogram sound detection wavelet transform segmentation pattern recognition +6 more

2005 IEEE Engineering in Medicine and Biology 27th Annual Conference 57 citations Published 2005-01-01
Feature selection for the prediction of translation initiation sites. (2005)

Guo Liang Li Tze Yun Leong

position weight matrix stop codon feature selection naive bayes classifier decision tree +6 more

Genomics, Proteomics & Bioinformatics 17 citations Published 2005-01-01
Feature Selection for Microarray Data Using Least Squares SVM and Particle Swarm Optimization (2005)

E.K. Tang P.N. Suganthan X. Yao

multi swarm optimization feature selection least squares support vector machine particle swarm optimization support vector machine +7 more

2005 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology 27 citations Published 2005-01-01
Feature Selection for High-Dimensional Data: A Kolmogorov-Smirnov Correlation-Based Filter (2005)

Jacek Biesiada Włodzisław Duch

feature selection kolmogorov smirnov test clustering high dimensional data filter pattern recognition +4 more

CORES 66 citations Published 2005-01-01
FEATURE DIMENSION REDUCTION FOR MICROARRAY DATA ANALYSIS USING LOCALLY LINEAR EMBEDDING (2005)

Shi Chao Chen Lihui

dimensionality reduction feature extraction feature dimension pattern recognition data mining +7 more

3rd Asia-Pacific Bioinformatics Conference 91 citations Published 2005-01-01
Extraction of Brain Tumor from MR Images Using One-Class Support Vector Machine (2005)

J. Zhou K.L. Chan V.F.H. Chong S.M. Krishnan

image segmentation support vector machine segmentation kernel pattern recognition +7 more

2005 IEEE Engineering in Medicine and Biology 27th Annual Conference 137 citations Published 2005-01-01
EOG based control of mobile assistive platforms for the severely disabled (2005)

W.S. Wijesoma Kang Say Wee Ong Choon Wee A.P. Balasuriya Koh Tong San Low Kay Soon

mobile robot human computer interaction vocabulary computer vision engineering +5 more

2005 IEEE International Conference on Robotics and Biomimetics - ROBIO 56 citations Published 2005-01-01
Detection Caching for Faster Object Detection (2005)

Minh-Tri Pham Tat-Jen Cham

viola jones object detection framework feature feature vector k nearest neighbors algorithm object detection +6 more

18 citations Published 2005-01-01
Clustering in Dynamic Spatial Databases (2005)

Ji Zhang Wynne Hsu Mong Lee

cluster analysis single linkage clustering correlation clustering dbscan cure data clustering algorithm +8 more

intelligent information systems 20 citations Published 2005-01-01
Classification of Homomorphic Segmented Phonocardiogram Signals Using Grow and Learn Network (2005)

Cota Navin Gupta R. Palaniappan S. Swaminathan

homomorphic filtering phonocardiogram k means clustering segmentation cluster analysis +7 more

2005 IEEE Engineering in Medicine and Biology 27th Annual Conference 11 citations Published 2005-01-01
Approach and applications of constrained ICA (2005)

Wei Lu J.C. Rajapakse

independent component analysis constrained optimization divergence facial recognition system pattern recognition +6 more

IEEE Transactions on Neural Networks 366 citations Published 2005-01-01
Analysis of Cyclic Dynamics for Networks of Linear Threshold Neurons (2005)

H. J. Tang K. C. Tan Weinian Zhang

multistability network analysis models of neural computation artificial neural network oscillation +6 more

Neural Computation 21 citations Published 2005-01-01
Advanced Technique in Breast Thermography Analysis (2005)

E.Y.K. Ng E.C. Kee

mammography receiver operating characteristic radial basis function network thermography backpropagation +6 more

2005 IEEE Engineering in Medicine and Biology 27th Annual Conference 14 citations Published 2005-01-01
Adaptive Successive Erosion-based Cell Image Segmentation for p53 Immunohistochemistry in Bladder Inverted Papilloma (2005)

Hao Zhou K.Z. Mao

image segmentation bladder inverted papilloma computer vision watershed biology +6 more

2005 IEEE Engineering in Medicine and Biology 27th Annual Conference 17 citations Published 2005-01-01
A semantic web approach to feature modeling and verification (2005)

Hai Wang Yuan Fang Li Jing Sun Hongyu Zhang Jeff Pan

feature model semantic web stack social semantic web semantic web ontology +7 more

Workshop on Semantic Web Enabled Software Engineering (SWESE’05 129 citations Published 2005-01-01
A multi-dimensional fuzzy decision support strategy (2005)

Qimi Jiang Chun-Hsien Chen

fuzzy number fuzzy classification defuzzification fuzzy set operations type 2 fuzzy sets and systems +5 more

decision support systems 12 citations Published 2005-01-01
A Maximum Entropy Approach to Chinese Word Segmentation (2005)

Jin Kiat Low Hwee Tou Ng Wenyuan Guo

principle of maximum entropy segmentation natural language processing computer science artificial intelligence +1 more

Proceedings of the Fourth SIGHAN Workshop on Chinese Language Processing 208 citations Published 2005-01-01
A generalized growing and pruning RBF (GGAP-RBF) neural network for function approximation (2005)

Guang-Bin Huang P. Saratchandran N. Sundararajan

artificial neural network function approximation sequence learning radial basis function artificial intelligence +6 more

IEEE Transactions on Neural Networks 748 citations Published 2005-01-01
Semantics-based satellite image retrieval using low-level features (2004)

Y. Li T. Bretschneider

image retrieval feature vector feature extraction contextual image classification semantics +6 more

IGARSS 2004. 2004 IEEE International Geoscience and Remote Sensing Symposium 22 citations Published 2004-12-27
Method and apparatus for imaging latent fingerprints (2004)

Leong Keey Seah Murukeshan Vadake Matham Lin Seng Ong Zhixia Chao Dinish Unnimadhava Kurup Soudamini Amma Sock Koon Ong

latent image pattern recognition nanotechnology materials science artificial intelligence

11 citations Published 2004-12-27

Previous Next

First Heart Sound Detection for Phonocardiogram Segmentation (2005)

Feature selection for the prediction of translation initiation sites. (2005)

Feature Selection for Microarray Data Using Least Squares SVM and Particle Swarm Optimization (2005)

Feature Selection for High-Dimensional Data: A Kolmogorov-Smirnov Correlation-Based Filter (2005)

FEATURE DIMENSION REDUCTION FOR MICROARRAY DATA ANALYSIS USING LOCALLY LINEAR EMBEDDING (2005)

Extraction of Brain Tumor from MR Images Using One-Class Support Vector Machine (2005)

EOG based control of mobile assistive platforms for the severely disabled (2005)

Detection Caching for Faster Object Detection (2005)

Clustering in Dynamic Spatial Databases (2005)

Classification of Homomorphic Segmented Phonocardiogram Signals Using Grow and Learn Network (2005)

Approach and applications of constrained ICA (2005)

Analysis of Cyclic Dynamics for Networks of Linear Threshold Neurons (2005)

Advanced Technique in Breast Thermography Analysis (2005)

Adaptive Successive Erosion-based Cell Image Segmentation for p53 Immunohistochemistry in Bladder Inverted Papilloma (2005)

A semantic web approach to feature modeling and verification (2005)

A multi-dimensional fuzzy decision support strategy (2005)

A Maximum Entropy Approach to Chinese Word Segmentation (2005)

A generalized growing and pruning RBF (GGAP-RBF) neural network for function approximation (2005)

Semantics-based satellite image retrieval using low-level features (2004)

Method and apparatus for imaging latent fingerprints (2004)