Publications - Machine Learning SG

Rigid registration of renal perfusion images using a neurobiology-based visual saliency model (2010)

Dwarikanath Mahapatra Ying Sun

human visual system model salience voxel mutual information pixel +6 more

Eurasip Journal on Image and Video Processing 16 citations Published 2010-01-01
Random Search Enhancement of Error Minimized Extreme Learning Machine (2010)

Yuan Lan Yeng Chai Soh Guang-Bin Huang

extreme learning machine network complexity random search artificial intelligence feed forward +5 more

ESANN 24 citations Published 2010-01-01
Photo-sketch synthesis and recognition based on subspace learning (2010)

Bing Xiao Xinbo Gao Dacheng Tao Yuan Yuan Jie Li

hidden markov model subspace topology sketch pattern recognition speech recognition +5 more

Neurocomputing 65 citations Published 2010-01-01
No-reference image quality assessment in contourlet domain (2010)

Wen Lu Kai Zeng Dacheng Tao Yuan Yuan Xinbo Gao

contourlet image quality wavelet transform wavelet jpeg 2000 +7 more

Neurocomputing 96 citations Published 2010-01-01
Motion Planning for 3-D Target Tracking among Obstacles (2010)

Tirthankar Bandyopadhyay Marcelo H. Ang David Hsu

motion planning visibility polygon robot online algorithm servo control +6 more

ISRR 18 citations Published 2010-01-01
Level-set segmentation of brain tumors using a threshold-based speed function (2010)

S. Taheri S. H. Ong V. F. H. Chong

scale space segmentation level set pattern recognition machine learning explicit knowledge +7 more

Image and Vision Computing 126 citations Published 2010-01-01
Integrated tools for biomolecular sequence-based function prediction as exemplified by the ANNOTATOR software environment. (2010)

Georg Schneider Michael Wildpaner Fernanda L. Sirota Sebastian Maurer-Stroh Birgit Eisenhaber Frank Eisenhaber

software workflow input output scripting language machine learning +6 more

Methods of Molecular Biology 12 citations Published 2010-01-01
Incremental tensor biased discriminant analysis: A new color-based visual tracking method (2010)

Jing Wen Xinbo Gao Yuan Yuan Dacheng Tao Jie Li

multilinear subspace learning kernel fisher discriminant analysis optimal discriminant analysis multilinear algebra tensor +7 more

Neurocomputing 31 citations Published 2010-01-01
Hybrid Multi-Agent Systems (2010)

D. Srinivasan M. C. Choy

hybrid system computational intelligence fuzzy rule fuzzy logic multi agent system +5 more

12 citations Published 2010-01-01
Embedding Visual Words into Concept Space for Action and Scene Recognition (2010)

Behrouz Khadem Elahe Farahzadeh Deepu Rajan Andrzej Sluzek

probabilistic latent semantic analysis semantic computing visual word discriminative model vocabulary +7 more

British Machine Vision Conference 2010 12 citations Published 2010-01-01
eFSM—A Novel Online Neural-Fuzzy Semantic Memory Model (2010)

Whye Loon Tung Chai Quek

fuzzy rule genetic fuzzy systems fuzzy set operations neuro fuzzy fuzzy logic +6 more

IEEE Transactions on Neural Networks 79 citations Published 2010-01-01
Double adaptive bandlimited multiple Fourier linear combiner for real-time estimation/filtering of physiological tremor (2010)

Kalyana C. Veluvolu Win Tun Latt Wei Tech Ang

adaptive filter bandlimiting filter fourier transform robotics +7 more

Biomedical Signal Processing and Control 64 citations Published 2010-01-01
CRCTOL: A semantic-based domain ontology learning system (2010)

Xing Jiang Ah-Hwee Tan

ontology learning upper ontology ontology process ontology ontology based data integration +7 more

Journal of the Association for Information Science and Technology 133 citations Published 2010-01-01
Biologically Inspired Feature Manifold for Scene Classification (2010)

Dongjin Song Dacheng Tao

nonlinear dimensionality reduction dimensionality reduction contextual image classification feature extraction euclidean distance +7 more

IEEE Transactions on Image Processing 225 citations Published 2010-01-01
Biologically inspired feature manifold for gait recognition (2010)

Yang Mu Dacheng Tao

gait biometrics palm print nonlinear dimensionality reduction discriminative model +6 more

Neurocomputing 25 citations Published 2010-01-01
A quantum multi-agent evolutionary algorithm for selection of partners in a virtual enterprise (2010)

F. Tao L. Zhang Z.H. Zhang A.Y.C. Nee

genetic algorithm evolutionary algorithm crossover scalability decision support system +5 more

Cirp Annals-manufacturing Technology 73 citations Published 2010-01-01
A model driven approach to imbalanced data sampling in medical decision making. (2010)

Hong-Li Yin Tze-Yun Leong

sampling decision support system data set graphical model probabilistic logic +7 more

Studies in health technology and informatics 13 citations Published 2010-01-01
A Comparative Study of Mobile-Based Landmark Recognition Techniques (2010)

Kim-Hui Yap Tao Chen Zhen Li Kui Wu

mobile computing landmark mobile device mobile telephony mobile radio +6 more

IEEE Intelligent Systems 59 citations Published 2010-01-01
A Boosting Framework for Visuality-Preserving Distance Metric Learning and Its Application to Medical Image Retrieval (2010)

Liu Yang Rong Jin L. Mummert R. Sukthankar A. Goode Bin Zheng S.C.H. Hoi M. Satyanarayanan

visual word image retrieval automatic image annotation metric semantic similarity +7 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 224 citations Published 2010-01-01
Wavelet and Hilbert transforms based QRS complexes detection algorithm for wearable ECG devices in wireless Body Sensor Networks (2009)

Fei Zhang Yong Lian

wavelet wavelet transform continuous wavelet transform hilbert transform detector +7 more

2009 IEEE Biomedical Circuits and Systems Conference 12 citations Published 2009-12-31

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Rigid registration of renal perfusion images using a neurobiology-based visual saliency model (2010)

Random Search Enhancement of Error Minimized Extreme Learning Machine (2010)

Photo-sketch synthesis and recognition based on subspace learning (2010)

No-reference image quality assessment in contourlet domain (2010)

Motion Planning for 3-D Target Tracking among Obstacles (2010)

Level-set segmentation of brain tumors using a threshold-based speed function (2010)

Integrated tools for biomolecular sequence-based function prediction as exemplified by the ANNOTATOR software environment. (2010)

Incremental tensor biased discriminant analysis: A new color-based visual tracking method (2010)

Hybrid Multi-Agent Systems (2010)

Embedding Visual Words into Concept Space for Action and Scene Recognition (2010)

eFSM—A Novel Online Neural-Fuzzy Semantic Memory Model (2010)

Double adaptive bandlimited multiple Fourier linear combiner for real-time estimation/filtering of physiological tremor (2010)

CRCTOL: A semantic-based domain ontology learning system (2010)

Biologically Inspired Feature Manifold for Scene Classification (2010)

Biologically inspired feature manifold for gait recognition (2010)

A quantum multi-agent evolutionary algorithm for selection of partners in a virtual enterprise (2010)

A model driven approach to imbalanced data sampling in medical decision making. (2010)

A Comparative Study of Mobile-Based Landmark Recognition Techniques (2010)

A Boosting Framework for Visuality-Preserving Distance Metric Learning and Its Application to Medical Image Retrieval (2010)

Wavelet and Hilbert transforms based QRS complexes detection algorithm for wearable ECG devices in wireless Body Sensor Networks (2009)