Publications - Machine Learning SG

Ontology-based annotation of paintings using transductive inference framework (2007)

Yelizaveta Marchenko Tat-Seng Chua Ramesh Jain

transduction inference ontology inductive reasoning inductive logic programming +7 more

MMM'07 Proceedings of the 13th international conference on Multimedia Modeling - Volume Part I 11 citations Published 2007-01-09
Markerless augmented reality using a robust point transferring method (2007)

S. K. Ong M. L. Yuan A. Y. C. Nee

augmented reality image registration initialization nonlinear programming computer vision +6 more

MMM'07 Proceedings of the 13th International conference on Multimedia Modeling - Volume Part II 25 citations Published 2007-01-09
A two-level matching scheme for speedy and accurate palmprint identification (2007)

Fang Li Maylor K. H. Leung Xiaozhou Yu

time complexity hausdorff distance biometrics image processing authentication +6 more

MMM'07 Proceedings of the 13th International conference on Multimedia Modeling - Volume Part II 12 citations Published 2007-01-09
One class per named entity: exploiting unlabeled text for named entity recognition (2007)

Yingchuan Wong Hwee Tou Ng

entity linking named entity recognition f1 score natural language processing test set +4 more

IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence 16 citations Published 2007-01-06
Tuning Tabu Search Strategies Via Visual Diagnosis (2007)

Steven Halim Hoong Chuin Lau

tabu search metaheuristic software framework visualization machine learning +6 more

Metaheuristics 14 citations Published 2007-01-01
Signal and Image Approximation Using Interval Wavelet Transform (2007)

Wei Siong Lee A.A. Kassim

wavelet wavelet transform discrete wavelet transform wavelet packet decomposition stationary wavelet transform +7 more

IEEE Transactions on Image Processing 17 citations Published 2007-01-01
Neural network classification of homomorphic segmented heart sounds (2007)

Cota Navin Gupta Ramaswamy Palaniappan Sundaram Swaminathan Shankar M. Krishnan

time delay neural network homomorphic filtering feature vector artificial neural network segmentation +7 more

Applied Soft Computing 259 citations Published 2007-01-01
MalariaCount: an image analysis-based program for the accurate determination of parasitemia (2007)

Selena W.S. Sio Weiling Sun Saravana Kumar Wong Zeng Bin Soon Shan Tan Sim Heng Ong Haruhisa Kikuchi Yoshiteru Oshima Kevin S.W. Tan

parasitemia plasmodium falciparum malaria pattern recognition immunology +7 more

Journal of Microbiological Methods 162 citations Published 2007-01-01
Including probabilistic target detection attributes into map representations (2007)

John Mullane Ebi Jose Martin D. Adams Wijerupage Sardha Wijesoma

detection theory probabilistic logic detector ground truth rate of convergence +7 more

Robotics and Autonomous Systems 20 citations Published 2007-01-01
In silico prediction of pregnane X receptor activators by machine learning approaches. (2007)

Choong Yong Ung Hu Li Chun Wei Yap Yu Zong Chen

pregnane x receptor pharmacophore in silico molecular descriptor activator +4 more

Molecular Pharmacology 85 citations Published 2007-01-01
Evaluation of WSD Systems (2007)

Martha Palmer Hwee Tou Ng Hoa Trang Dang

machine translation natural language processing computer science artificial intelligence syntactic parsing +2 more

23 citations Published 2007-01-01
Direct Code Access in Self-Organizing Neural Networks for Reinforcement Learning. (2007)

Ah-Hwee Tan

learning classifier system reinforcement learning unsupervised learning competitive learning artificial neural network +6 more

IJCAI 30 citations Published 2007-01-01
Design of Type-Reduction Strategies for Type-2 Fuzzy Logic Systems using Genetic Algorithms (2007)

Woei Wan Tan Dongrui Wu

fuzzy logic fuzzy electronics fuzzy number fuzzy classification defuzzification +6 more

Advances in Evolutionary Computing for System Design 14 citations Published 2007-01-01
Analysis of fractal and fast fourier transform spectra of human electroencephalograms induced by odors. (2007)

S. Murali Kulish V. Vladimir

odor electroencephalography fast fourier transform evoked potential fractal +7 more

International Journal of Neuroscience 11 citations Published 2007-01-01
ALSBIR: A local-structure-based image retrieval (2007)

Yanling Chi Maylor K. H. Leung

query expansion image retrieval search engine indexing similitude curse of dimensionality +7 more

Pattern Recognition 16 citations Published 2007-01-01
Accurate Cancer Classification Using Expressions of Very Few Genes (2007)

Lipo Wang Feng Chu Wei Xie

binary classification support vector machine classifier ranking small number +6 more

IEEE/ACM Transactions on Computational Biology and Bioinformatics 299 citations Published 2007-01-01
A modified T-test feature selection method and its application on the HapMap genotype data. (2007)

Nina Zhou Lipo Wang

international hapmap project population feature selection single nucleotide polymorphism ranking +7 more

Genomics, Proteomics & Bioinformatics 89 citations Published 2007-01-01
Prediction of the functional class of metal-binding proteins from sequence derived physicochemical properties by support vector machine approach. (2006)

H. H. Lin L. Y. Han H. L. Zhang C. J. Zheng B. Xie Zhi Wei Cao Yu Zong Chen

peptide sequence support vector machine dna microarray computational biology machine learning +5 more

BMC Bioinformatics 88 citations Published 2006-12-18
Mining Chinese Reviews (2006)

Bin Shi Kuiyu Chang

feature model knowledge extraction semantic lexicon domain knowledge knowledge based systems +6 more

Sixth IEEE International Conference on Data Mining - Workshops (ICDMW'06) 53 citations Published 2006-12-18
An Evaluation of Progressive Sampling for Imbalanced Data Sets (2006)

W. Ng M. Dash

sampling online machine learning semi supervised learning stability ensemble learning +7 more

Sixth IEEE International Conference on Data Mining - Workshops (ICDMW'06) 19 citations Published 2006-12-18

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Ontology-based annotation of paintings using transductive inference framework (2007)

Markerless augmented reality using a robust point transferring method (2007)

A two-level matching scheme for speedy and accurate palmprint identification (2007)

One class per named entity: exploiting unlabeled text for named entity recognition (2007)

Tuning Tabu Search Strategies Via Visual Diagnosis (2007)

Signal and Image Approximation Using Interval Wavelet Transform (2007)

Neural network classification of homomorphic segmented heart sounds (2007)

MalariaCount: an image analysis-based program for the accurate determination of parasitemia (2007)

Including probabilistic target detection attributes into map representations (2007)

In silico prediction of pregnane X receptor activators by machine learning approaches. (2007)

Evaluation of WSD Systems (2007)

Direct Code Access in Self-Organizing Neural Networks for Reinforcement Learning. (2007)

Design of Type-Reduction Strategies for Type-2 Fuzzy Logic Systems using Genetic Algorithms (2007)

Analysis of fractal and fast fourier transform spectra of human electroencephalograms induced by odors. (2007)

ALSBIR: A local-structure-based image retrieval (2007)

Accurate Cancer Classification Using Expressions of Very Few Genes (2007)

A modified T-test feature selection method and its application on the HapMap genotype data. (2007)

Prediction of the functional class of metal-binding proteins from sequence derived physicochemical properties by support vector machine approach. (2006)

Mining Chinese Reviews (2006)

An Evaluation of Progressive Sampling for Imbalanced Data Sets (2006)