Publications - Machine Learning SG

A review of thermography as promising non-invasive detection modality for breast tumor (2009)

E.Y.-K. Ng

thermography breast cancer pixel detector pattern recognition +6 more

International Journal of Thermal Sciences 471 citations Published 2009-05-01
A novel framework for efficient automated singer identification in large music databases (2009)

Jialie Shen John Shepherd Bin Cui Kian-Lee Tan

multimedia database scalability identifier robustness information retrieval +8 more

ACM Transactions on Information Systems 50 citations Published 2009-05-01
A Novel Blood Glucose Regulation Using TSK $^{0}$ -FCMAC: A Fuzzy CMAC Based on the Zero-Ordered TSK Fuzzy Inference Scheme (2009)

Chan Wai Ting Chai Quek

adaptive neuro fuzzy inference system fuzzy control system fuzzy logic cerebellar model articulation controller inference +5 more

IEEE Transactions on Neural Networks 60 citations Published 2009-05-01
A hybrid evolutionary algorithm for attribute selection in data mining (2009)

K.C. Tan E.J. Teoh Q. Yu K.C. Goh

support vector machine feature selection evolutionary algorithm genetic algorithm population +7 more

Expert Systems With Applications 147 citations Published 2009-05-01
A proposition on memes and meta-memes in computing for higher-order learning (2009)

Ryan J. Meuth Meng-Hiot Lim Yew-Soon Ong Donald C. Wunsch

memetic algorithm computational intelligence local search artificial intelligence theoretical computer science +6 more

Memetic Computing 132 citations Published 2009-04-29
Design and development of a navigation assistance system for visually impaired individuals (2009)

J. Zhang S. K. Ong A. Y. C. Nee

navigation system mobile robot navigation turn by turn navigation spatial analysis human computer interaction +7 more

Proceedings of the 3rd International Convention on Rehabilitation Engineering & Assistive Technology 11 citations Published 2009-04-22
Prediction of protein structural classes by recurrence quantification analysis based on chaos game representation. (2009)

Jian-Yi Yang Zhen-Ling Peng Zu-Guo Yu Zu-Guo Yu Rui-Jie Zhang Vo Anh Desheng Wang

linear discriminant analysis recurrence quantification analysis chaos game data set protein sequencing +7 more

Journal of Theoretical Biology 134 citations Published 2009-04-21
A Bayesian Algorithm for Functional Mapping of Dynamic Complex Traits (2009)

Tian Liu Rongling Wu

statistical inference markov chain monte carlo bayesian probability estimation theory covariance matrix +7 more

Algorithms 16 citations Published 2009-04-21
Video quality monitoring of streamed videos (2009)

Ee Ping Ong Shiqian Wu Mei Hwan Loke Susanto Rahardja Jason Tay Cheng Kok Tan Lei Huang

video quality pevq video processing video compression picture types video capture +6 more

2009 IEEE International Conference on Acoustics, Speech and Signal Processing 15 citations Published 2009-04-19
Sentence-Level Novelty Detection in English and Malay (2009)

Agus T. Kwee Flora S. Tsai Wenyin Tang

language translation stop words malay sentence novelty +6 more

PAKDD '09 Proceedings of the 13th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining 31 citations Published 2009-04-19
Large scale natural image classification by sparsity exploration (2009)

Changhu Wang Shuicheng Yan Hong-Jiang Zhang

contextual image classification sparse approximation robustness wordnet discriminative model +7 more

2009 IEEE International Conference on Acoustics, Speech and Signal Processing 15 citations Published 2009-04-19
Cultural style based music classification of audio signals (2009)

Yuxiang Liu Qiaoliang Xiang Ye Wang Lianhong Cai

music information retrieval music theory audio signal audio signal processing timbre +7 more

2009 IEEE International Conference on Acoustics, Speech and Signal Processing 24 citations Published 2009-04-19
A compressive sensing approach to object-based surveillance video coding (2009)

Divya Venkatraman Anamitra Makur

object detection data compression quantization compressed sensing signal processing +6 more

2009 IEEE International Conference on Acoustics, Speech and Signal Processing 62 citations Published 2009-04-19
Improving Opinion Retrieval Based on Query-Specific Sentiment Lexicon (2009)

Seung-Hoon Na Yeha Lee Sang-Hyob Nam Jong-Hyeok Lee

lexicon natural language processing information retrieval computer science artificial intelligence

ECIR '09 Proceedings of the 31th European Conference on IR Research on Advances in Information Retrieval 60 citations Published 2009-04-18
Non-Negative Semi-Supervised Learning (2009)

Changhu Wang Shuicheng Yan Lei Zhang Hongjiang Zhang

semi supervised learning robustness experiential learning educational technology factorization +6 more

International Conference on Artificial Intelligence and Statistics 14 citations Published 2009-04-15
A sub-millimetric, 0.25 mN resolution fully integrated fiber-optic force-sensing tool for retinal microsurgery. (2009)

Iulian Iordachita Zhenglong Sun Zhenglong Sun Marcin Balicki Jin U. Kang Soo Jay Phee James Handa Peter Gehlbach Russell H. Taylor

fiber bragg grating optical fiber surgical instrument optics calibration +7 more

computer assisted radiology and surgery 165 citations Published 2009-04-15
Supervised and Traditional Term Weighting Methods for Automatic Text Categorization (2009)

Man Lan Chew Lim Tan Jian Su Yue Lu

weighting supervised learning vector space model support vector machine search engine indexing +6 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 626 citations Published 2009-04-01
Robust Wavelet-Based Super-Resolution Reconstruction: Theory and Algorithm (2009)

Hui Ji C. Fermuller

iterative reconstruction image processing image resolution iterative method algorithm design +7 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 139 citations Published 2009-04-01
HebbR2-Taffic: A novel application of neuro-fuzzy network for visual based traffic monitoring system (2009)

Siu-Yeung Cho Chai Quek Shao-Xiong Seah Chin-Hui Chong

network traffic simulation image processing neuro fuzzy traffic flow preprocessor +6 more

Expert Systems With Applications 27 citations Published 2009-04-01
Features extraction for speech emotion (2009)

Norhaslinda Kamaruddin Abdul Wahab

speech processing adaptive neuro fuzzy inference system multilayer perceptron mel frequency cepstrum artificial neural network +7 more

Journal of Computational Methods in Sciences and Engineering archive 25 citations Published 2009-04-01

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A review of thermography as promising non-invasive detection modality for breast tumor (2009)

A novel framework for efficient automated singer identification in large music databases (2009)

A Novel Blood Glucose Regulation Using TSK $^{0}$ -FCMAC: A Fuzzy CMAC Based on the Zero-Ordered TSK Fuzzy Inference Scheme (2009)

A hybrid evolutionary algorithm for attribute selection in data mining (2009)

A proposition on memes and meta-memes in computing for higher-order learning (2009)

Design and development of a navigation assistance system for visually impaired individuals (2009)

Prediction of protein structural classes by recurrence quantification analysis based on chaos game representation. (2009)

A Bayesian Algorithm for Functional Mapping of Dynamic Complex Traits (2009)

Video quality monitoring of streamed videos (2009)

Sentence-Level Novelty Detection in English and Malay (2009)

Large scale natural image classification by sparsity exploration (2009)

Cultural style based music classification of audio signals (2009)

A compressive sensing approach to object-based surveillance video coding (2009)

Improving Opinion Retrieval Based on Query-Specific Sentiment Lexicon (2009)

Non-Negative Semi-Supervised Learning (2009)

A sub-millimetric, 0.25 mN resolution fully integrated fiber-optic force-sensing tool for retinal microsurgery. (2009)

Supervised and Traditional Term Weighting Methods for Automatic Text Categorization (2009)

Robust Wavelet-Based Super-Resolution Reconstruction: Theory and Algorithm (2009)

HebbR2-Taffic: A novel application of neuro-fuzzy network for visual based traffic monitoring system (2009)

Features extraction for speech emotion (2009)