Publications - Machine Learning SG

Recursive Neural Network Rule Extraction for Data With Mixed Attributes (2008)

R. Setiono B. Baesens C. Mues

algorithm design feedforward neural network recurrent neural network statistical classification artificial neural network +7 more

IEEE Transactions on Neural Networks 152 citations Published 2008-02-01
Rapid surface registration of 3D volumes using a neural network approach (2008)

J. Zhang Y. Ge S. H. Ong C. K. Chui S. H. Teoh C. H. Yan

artificial neural network segmentation computer vision computer science artificial intelligence +3 more

Image and Vision Computing 32 citations Published 2008-02-01
Masseter segmentation using an improved watershed algorithm with unsupervised classification (2008)

H. P. Ng S. H. Ong K. W. C. Foong P. S. Goh W. L. Nowinski

image segmentation scale space segmentation segmentation based object categorization thresholding k means clustering +7 more

Computers in Biology and Medicine 17 citations Published 2008-02-01
Integrating Temporal Difference Methods and Self-Organizing Neural Networks for Reinforcement Learning With Delayed Evaluative Feedback (2008)

Ah-Hwee Tan Ning Lu Dan Xiao

state action reward state action reinforcement learning learning classifier system temporal difference learning q learning +6 more

IEEE Transactions on Neural Networks 127 citations Published 2008-02-01
FCMAC-EWS: A bank failure early warning system based on a novel localized pattern learning and semantically associative fuzzy neural network (2008)

G. S. Ng C. Quek H. Jiang

warning system bank failure cerebellar model articulation controller artificial neural network early warning system +6 more

Expert Systems With Applications 69 citations Published 2008-02-01
Chromosome classification using dynamic time warping (2008)

Benoít Legrand C. S. Chang S. H. Ong Soek-Ying Neo Nallasivam Palanisamy

dynamic time warping naive bayes classifier classifier feature extraction artificial neural network +7 more

Pattern Recognition Letters 68 citations Published 2008-02-01
A Normalized Adaptive Training of Recurrent Neural Networks With Augmented Error Gradient (2008)

Wu Yilei Song Qing Liu Sheng

recurrent neural network artificial neural network activation function robustness adaptive system +6 more

IEEE Transactions on Neural Networks 15 citations Published 2008-02-01
A new scheme for automated 3D PDM construction using deformable models (2008)

ZheEn Zhao Eam Khwang Teoh

point distribution model active shape model template algorithm computer vision +3 more

Image and Vision Computing 14 citations Published 2008-02-01
A computer-aided MFCC-based HMM system for automatic auscultation (2008)

Sunita Chauhan Ping Wang Chu Sing Lim V. Anantharaman

auscultation heart sounds systolic murmurs hidden markov model mel frequency cepstrum +7 more

Computers in Biology and Medicine 126 citations Published 2008-02-01
Homology-Free Prediction of Functional Class of Proteins and Peptides by Support Vector Machines (2008)

Zhu F Han Ly Chen X Lin Hh Ong S Xie B Zhang Hl Chen Yz

support vector machine homology peptide pattern recognition computer science +4 more

Current Protein & Peptide Science 16 citations Published 2008-01-31
Facial expression recognition and tracking for intelligent human-robot interaction (2008)

Y. Yang Shuzhi Sam Ge Tong Heng Lee C. Wang

three dimensional face recognition face hallucination facial expression face detection affective computing +6 more

Intelligent Service Robotics 22 citations Published 2008-01-23
Workspace-Based Connectivity Oracle: An Adaptive Sampling Strategy for PRM Planning (2008)

Hanna Kurniawati David Hsu

sampling adaptive sampling probabilistic roadmap workspace sampling distribution +6 more

7th International Workshop on the Algorithmic Foundations of Robotics (WAFR 2006) 76 citations Published 2008-01-01
The ACL Anthology Reference Corpus: A Reference Dataset for Bibliographic Research in Computational Linguistics (2008)

Steven Bird Robert Dale Bonnie J. Dorr Bryan R. Gibson Mark Thomas Joseph Min-Yen Kan Dongwon Lee Brett Powley Dragomir R. Radev Yee Fan Tan

computational linguistics on language natural language processing information retrieval computer science +2 more

Proceedings of the Sixth International Conference on Language Resources and Evaluation (LREC'08) 260 citations Published 2008-01-01
Term Extraction Through Unithood and Termhood Unification (2008)

Thuy Vu Ai Ti Aw Min Zhang

ranking weighting natural language processing unification computer science +4 more

Proceedings of the Third International Joint Conference on Natural Language Processing: Volume-II 61 citations Published 2008-01-01
T-test distance and clustering criterion for speaker diarization. (2008)

Trung Hieu Nguyen Engsiong Chng Haizhou Li

speaker diarisation cluster analysis pattern recognition computer science artificial intelligence +1 more

INTERSPEECH 56 citations Published 2008-01-01
Soft computing system for bank performance prediction (2008)

V. Ravi H. Kurniawan Peter Nwee Kok Thai P. Ravi Kumar

probabilistic neural network feedforward neural network linear discriminant analysis artificial neural network backpropagation +7 more

Applied Soft Computing 203 citations Published 2008-01-01
Sentence Ordering based on Cluster Adjacency in Multi-Document Summarization (2008)

Donghong Ji Yu Nie

automatic summarization multi document summarization sentence adjacency list source document +5 more

Proceedings of the Third International Joint Conference on Natural Language Processing: Volume-II 15 citations Published 2008-01-01
Script and Language Identification in Noisy and Degraded Document Images (2008)

Lu Shijian Chew Lim Tan

document layout analysis language identification scripting language vectorization natural language processing +7 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 83 citations Published 2008-01-01
Rule Extraction from Support Vector Machines: An Overview of Issues and Application in Credit Scoring (2008)

David Martens Johan Huysmans Rudy Setiono Jan Vanthienen Bart Baesens Bart Baesens

support vector machine decision table domain knowledge decision boundary black box +7 more

Rule Extraction from Support Vector Machines 103 citations Published 2008-01-01
Robust information clustering incorporating spatial information for breast mass detection in digitized mammograms (2008)

Aize Cao Qing Song Xulei Yang

cluster analysis mutual information thresholding histogram pixel +6 more

Computer Vision and Image Understanding 25 citations Published 2008-01-01

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Recursive Neural Network Rule Extraction for Data With Mixed Attributes (2008)

Rapid surface registration of 3D volumes using a neural network approach (2008)

Masseter segmentation using an improved watershed algorithm with unsupervised classification (2008)

Integrating Temporal Difference Methods and Self-Organizing Neural Networks for Reinforcement Learning With Delayed Evaluative Feedback (2008)

FCMAC-EWS: A bank failure early warning system based on a novel localized pattern learning and semantically associative fuzzy neural network (2008)

Chromosome classification using dynamic time warping (2008)

A Normalized Adaptive Training of Recurrent Neural Networks With Augmented Error Gradient (2008)

A new scheme for automated 3D PDM construction using deformable models (2008)

A computer-aided MFCC-based HMM system for automatic auscultation (2008)

Homology-Free Prediction of Functional Class of Proteins and Peptides by Support Vector Machines (2008)

Facial expression recognition and tracking for intelligent human-robot interaction (2008)

Workspace-Based Connectivity Oracle: An Adaptive Sampling Strategy for PRM Planning (2008)

The ACL Anthology Reference Corpus: A Reference Dataset for Bibliographic Research in Computational Linguistics (2008)

Term Extraction Through Unithood and Termhood Unification (2008)

T-test distance and clustering criterion for speaker diarization. (2008)

Soft computing system for bank performance prediction (2008)

Sentence Ordering based on Cluster Adjacency in Multi-Document Summarization (2008)

Script and Language Identification in Noisy and Degraded Document Images (2008)

Rule Extraction from Support Vector Machines: An Overview of Issues and Application in Credit Scoring (2008)

Robust information clustering incorporating spatial information for breast mass detection in digitized mammograms (2008)