Publications - Machine Learning SG

Multi-model decomposition of nonlinear dynamics using a fuzzy-CART approach (2005)

Jinendra K. Gugaliya Ravindra D. Gudi S. Lakshminarayanan

fuzzy set nonlinear system fuzzy logic backpropagation mathematical model +6 more

Journal of Process Control 17 citations Published 2005-06-01
Motion-compensated residue preprocessing in video coding based on just-noticeable-distortion profile (2005)

Xiaokang Yang Weisi Lin Zhongkhang Lu EePing Ong Susu Yao

motion compensation motion estimation quantization signal compression signal reconstruction +6 more

IEEE Transactions on Circuits and Systems for Video Technology 207 citations Published 2005-06-01
Making Decisions In An Intelligent Tutoring System (2005)

Peng-Kiat Pek Kim-Leng Poh

intelligent tutoring system formative assessment unobservable bayesian network decision analysis +6 more

International Journal of Information Technology and Decision Making 12 citations Published 2005-06-01
Live three-dimensional content for augmented reality (2005)

F. Farbiz A.D. Cheok Liu Wei Zhou ZhiYing Xu Ke S. Prince M. Billinghurst H. Kato

augmented reality image resolution pixel video camera fiducial marker +7 more

IEEE Transactions on Multimedia 20 citations Published 2005-06-01
iDistance: An adaptive B + -tree based indexing method for nearest neighbor search (2005)

H. V. Jagadish Beng Chin Ooi Kian-Lee Tan Cui Yu Rui Zhang

idistance nearest neighbor search search engine indexing b tree data point +7 more

ACM Transactions on Database Systems 703 citations Published 2005-06-01
Automatic Sign Language Analysis: A Survey and the Future beyond Lexical Meaning (2005)

Sylvie C. W. Ong Surendra Ranganath

sign language manually coded language sociolinguistics of sign languages sign system gesture +6 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 662 citations Published 2005-06-01
Automated defect recognition of C-SAM images in IC packaging using Support Vector Machines (2005)

Y.L. Zhang N. Guo H. Du W.H. Li

support vector machine automatic test equipment computer vision integrated circuit packaging ultrasonic sensor +6 more

The International Journal of Advanced Manufacturing Technology 23 citations Published 2005-06-01
An evaluation of novice end‐user computing performance: Data modeling, query writing, and comprehension (2005)

Hock Chuan Chan Hock-Hai Teo Xiaohua Zeng

query language query expansion web query classification rdf query language data modeling +6 more

Journal of the Association for Information Science and Technology 13 citations Published 2005-06-01
An Ensemble of Cooperative Extended Kohonen Maps for Complex Robot Motion Tasks (2005)

Kian Hsiang Low Wee Kheng Leow Marcelo H. Ang

mobile robot self organizing map motion control gradient descent artificial neural network +5 more

Neural Computation 20 citations Published 2005-06-01
Adaptive irregular pattern search with matching prejudgment for fast block-matching motion estimation (2005)

Yao Nie Kai-Kuang Ma

pattern search block matching algorithm motion estimation block code rate distortion theory +7 more

IEEE Transactions on Circuits and Systems for Video Technology 52 citations Published 2005-06-01
A criterion for optimizing kernel parameters in KBDA for image retrieval (2005)

Lei Wang Kap Luk Chan Ping Xue

variable kernel density estimation kernel radial basis function kernel kernel embedding of distributions polynomial kernel +6 more

systems man and cybernetics 46 citations Published 2005-06-01
2005 Special Issue: Ovarian cancer diagnosis by hippocampus and neocortex-inspired learning memory structures (2005)

T. Z. Tan C. Quek G. S. Ng

artificial neural network fuzzy set computational intelligence interpretability fuzzy logic +6 more

Neural Networks 53 citations Published 2005-06-01
2005 Special Issue: Generalized 2D principal component analysis for face image representation and recognition (2005)

Hui Kong Lei Wang Eam Khwang Teoh Xuchun Li Jian-Gang Wang Ronda Venkateswarlu

feature detection image retrieval feature extraction image quality facial recognition system +7 more

Neural Networks 177 citations Published 2005-06-01
Task-oriented developmental learning for humanoid robots (2005)

K.C. Tan Y.J. Chen K.K. Tan T.H. Lee

robot learning robot control humanoid robot multi task learning task analysis +7 more

IEEE Transactions on Industrial Electronics 13 citations Published 2005-05-31
Obstacle avoidance of a mobile robot using hybrid learning approach (2005)

Meng Joo Er Chang Deng

robot learning learning classifier system adaptive neuro fuzzy inference system neuro fuzzy obstacle avoidance +6 more

IEEE Transactions on Industrial Electronics 116 citations Published 2005-05-31
Method and system for word sequence processing (2005)

Jian Su Dan Shen Jie Zhang Guo Dong Zhou

named entity recognition natural language processing speech recognition computer science artificial intelligence +3 more

54 citations Published 2005-05-28
Type-2 FLS Modeling Capability Analysis (2005)

Dongrui Wu Woei Wan Tan

fuzzy set operations fuzzy logic fuzzy set fuzzy control system artificial intelligence +4 more

The 14th IEEE International Conference on Fuzzy Systems, 2005. FUZZ '05. 85 citations Published 2005-05-25
Computationally Efficient Type-Reduction Strategies for a Type-2 Fuzzy Logic Controller (2005)

Dongrui Wu Woei Wan Tan

fuzzy number fuzzy logic fuzzy set operations fuzzy electronics fuzzy set +7 more

The 14th IEEE International Conference on Fuzzy Systems, 2005. FUZZ '05. 107 citations Published 2005-05-25
Recognition of protein/gene names from text using an ensemble of classifiers (2005)

GuoDong Zhou Dan Shen Dan Shen Jie Zhang Jie Zhang Jian Su SoonHeng Tan

random subspace method hidden markov model discriminative model support vector machine markov chain +6 more

BMC Bioinformatics 111 citations Published 2005-05-24
Steganalysis of data hiding in binary text images (2005)

Jun Cheng A.C. Kot Jun Liu Hong Cao

steganalysis pattern matching information hiding binary number pattern recognition +5 more

2005 IEEE International Symposium on Circuits and Systems 17 citations Published 2005-05-23

Previous Next

Multi-model decomposition of nonlinear dynamics using a fuzzy-CART approach (2005)

Motion-compensated residue preprocessing in video coding based on just-noticeable-distortion profile (2005)

Making Decisions In An Intelligent Tutoring System (2005)

Live three-dimensional content for augmented reality (2005)

iDistance: An adaptive B + -tree based indexing method for nearest neighbor search (2005)

Automatic Sign Language Analysis: A Survey and the Future beyond Lexical Meaning (2005)

Automated defect recognition of C-SAM images in IC packaging using Support Vector Machines (2005)

An evaluation of novice end‐user computing performance: Data modeling, query writing, and comprehension (2005)

An Ensemble of Cooperative Extended Kohonen Maps for Complex Robot Motion Tasks (2005)

Adaptive irregular pattern search with matching prejudgment for fast block-matching motion estimation (2005)

A criterion for optimizing kernel parameters in KBDA for image retrieval (2005)

2005 Special Issue: Ovarian cancer diagnosis by hippocampus and neocortex-inspired learning memory structures (2005)

2005 Special Issue: Generalized 2D principal component analysis for face image representation and recognition (2005)

Task-oriented developmental learning for humanoid robots (2005)

Obstacle avoidance of a mobile robot using hybrid learning approach (2005)

Method and system for word sequence processing (2005)

Type-2 FLS Modeling Capability Analysis (2005)

Computationally Efficient Type-Reduction Strategies for a Type-2 Fuzzy Logic Controller (2005)

Recognition of protein/gene names from text using an ensemble of classifiers (2005)

Steganalysis of data hiding in binary text images (2005)