Publications - Machine Learning SG

A dominance-based rough set approach to Kansei Engineering in product development (2009)

Lian-Yin Zhai Li-Pheng Khoo Zhao-Wei Zhong

dominance based rough set approach kansei engineering kansei rough set new product development +5 more

Expert Systems With Applications 111 citations Published 2009-01-01
A distributed group mobility adaptive clustering algorithm for mobile ad hoc networks (2009)

Yan Zhang Jim Mee Ng Chor Ping Low

cluster analysis correlation clustering k medians clustering cure data clustering algorithm data stream clustering +6 more

Computer Communications 79 citations Published 2009-01-01
A diffusion wavelet approach for 3-D model matching (2009)

K. P. Zhu Y. S. Wong W. F. Lu J. Y. H. Fuh

diffusion wavelets wavelet 3 dimensional matching point distribution model manifold +6 more

Computer-aided Design 21 citations Published 2009-01-01
A 3D Model of Human Cerebrovasculature Derived from 3T Magnetic Resonance Angiography (2009)

Wieslaw L. Nowinski Ihar Volkau Yevgen Marchenko A. Thirunavuukarasuu Ting Ting Ng Val M. Runge

segmentation smoothing pixel speedup computer vision +6 more

Neuroinformatics 40 citations Published 2009-01-01
Intonation in the Grammar of English (2008)

M. A. K. Halliday William S. Greaves

grammar delicacy linguistics natural language processing computer science +1 more

118 citations Published 2008-12-31
A comprehensive validity index for clustering (2008)

S. Saitta B. Raphael I. F. C. Smith

cluster analysis k means clustering score double exponential function bounded function +7 more

intelligent data analysis 55 citations Published 2008-12-30
Forecast Forex with ANN Using Fundamental Data (2008)

Ming Hao Eng Yang Li Qing-Guo Wang Tong Heng Lee

artificial neural network foreign exchange market time series economic indicator machine learning +6 more

2008 International Conference on Information Management, Innovation Management and Industrial Engineering 19 citations Published 2008-12-19
Feature-level fusion of palmprint and palm vein for person identification based on a “Junction Point” representation (2008)

Jian-Gang Wang Wei-Yun Yau A. Suwandy

feature extraction contextual image classification line segment image fusion image segmentation +7 more

2008 15th IEEE International Conference on Image Processing 20 citations Published 2008-12-12
A split and merge based ellipse detector (2008)

A.Y.S. Chia D. Rajan M.K.H. Leung S. Rahardja

hough transform edge detection ellipse robust regression robustness +7 more

2008 15th IEEE International Conference on Image Processing 11 citations Published 2008-12-12
Speech Emotion Recognition Using Canonical Correlation Analysis and Probabilistic Neural Network (2008)

Ling Cen Wee Ser Zhu Liang Yu

speech processing feature speaker recognition probabilistic neural network feature extraction +7 more

2008 Seventh International Conference on Machine Learning and Applications 16 citations Published 2008-12-11
Exact phase noise model and its application to linear minimum variance estimation of frequency and phase of a noisy sinusoid (2008)

Hua Fu Pooi Yuen Kam

gaussian noise noise measurement phase noise linear phase gradient noise +7 more

2008 IEEE 19th International Symposium on Personal, Indoor and Mobile Radio Communications 11 citations Published 2008-12-08
Genetically Evolved Fuzzy Rule-Based Classifiers and Application to Automotive Classification (2008)

Teck Wee Chua Woei Wan Tan

fuzzy classification fuzzy number fuzzy set operations type 2 fuzzy sets and systems fuzzy rule +7 more

SEAL '08 Proceedings of the 7th International Conference on Simulated Evolution and Learning 22 citations Published 2008-12-07
Automated red teaming: an objective-based data farming approach for red teaming (2008)

C. L. Chua Cpt W. C. Sim C. S. Choo Victor Tay

evolutionary algorithm evolutionary computation computer science industrial engineering artificial intelligence +6 more

Proceedings of the 40th Conference on Winter Simulation 13 citations Published 2008-12-07
Toward a higher-level visual representation for object-based image retrieval (2008)

Yan-Tao Zheng Shi-Yong Neo Tat-Seng Chua Qi Tian

visual word human visual system model visual appearance image retrieval phrase +7 more

The Visual Computer 22 citations Published 2008-12-03
Verification of human faces using predicted eigenvalues (2008)

B. Mandal Xudong Jiang A. Kot

facial recognition system discriminative model subspace topology pattern recognition discriminant +6 more

2008 19th International Conference on Pattern Recognition 11 citations Published 2008-12-01
Two Criteria for Model Selection in Multiclass Support Vector Machines (2008)

Lei Wang Ping Xue Kap Luk Chan

multiclass classification model selection support vector machine cross validation statistical model +6 more

systems man and cybernetics 27 citations Published 2008-12-01
The 2007 IEEE CEC simulated car racing competition (2008)

Julian Togelius Simon Lucas Ho Duc Thang Jonathan M. Garibaldi Tomoharu Nakashima Chin Hiong Tan Itamar Elhanany Shay Berant Philip Hingston Robert M. Maccallum Thomas Haferlach Aravind Gowrisankar Pete Burrow

computational intelligence ieee congress on evolutionary computation reinforcement learning artificial intelligence computer science +3 more

Genetic Programming and Evolvable Machines 35 citations Published 2008-12-01
Texture amendment: reducing texture distortion in constrained parameterization (2008)

Yu-Wing Tai Michael S. Brown Chi-Keung Tang Heung-Yeung Shum

image texture texture filtering texture compression texture synthesis bidirectional texture function +6 more

ACM Transactions on Graphics (TOG) 11 citations Published 2008-12-01
Task- and self-related pathways to deep learning: The mediating role of achievement goals, classroom attentiveness, and group participation (2008)

Shun Lau Arief Darmanegara Liem Youyan Nie

academic achievement self efficacy need for achievement peer group structural equation modeling +6 more

British Journal of Educational Psychology 159 citations Published 2008-12-01
Supervised grayscale thresholding based on transition regions (2008)

Qingmao Hu Suhuai Luo Yu Qiao Guoyu Qian

thresholding balanced histogram thresholding cluster analysis grayscale segmentation +6 more

Image and Vision Computing 12 citations Published 2008-12-01

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A dominance-based rough set approach to Kansei Engineering in product development (2009)

A distributed group mobility adaptive clustering algorithm for mobile ad hoc networks (2009)

A diffusion wavelet approach for 3-D model matching (2009)

A 3D Model of Human Cerebrovasculature Derived from 3T Magnetic Resonance Angiography (2009)

Intonation in the Grammar of English (2008)

A comprehensive validity index for clustering (2008)

Forecast Forex with ANN Using Fundamental Data (2008)

Feature-level fusion of palmprint and palm vein for person identification based on a “Junction Point” representation (2008)

A split and merge based ellipse detector (2008)

Speech Emotion Recognition Using Canonical Correlation Analysis and Probabilistic Neural Network (2008)

Exact phase noise model and its application to linear minimum variance estimation of frequency and phase of a noisy sinusoid (2008)

Genetically Evolved Fuzzy Rule-Based Classifiers and Application to Automotive Classification (2008)

Automated red teaming: an objective-based data farming approach for red teaming (2008)

Toward a higher-level visual representation for object-based image retrieval (2008)

Verification of human faces using predicted eigenvalues (2008)

Two Criteria for Model Selection in Multiclass Support Vector Machines (2008)

The 2007 IEEE CEC simulated car racing competition (2008)

Texture amendment: reducing texture distortion in constrained parameterization (2008)

Task- and self-related pathways to deep learning: The mediating role of achievement goals, classroom attentiveness, and group participation (2008)

Supervised grayscale thresholding based on transition regions (2008)