Publications - Machine Learning SG

Semi-supervised annotation of brushwork in paintings domain using serial combinations of multiple experts (2006)

Marchenko Yelizaveta Chua Tat-Seng Jain Ramesh

annotation ontology feature vector cluster analysis ontology +7 more

Proceedings of the 14th ACM international conference on Multimedia 25 citations Published 2006-10-23
Inserting 3D projected virtual content into broadcast tennis video (2006)

Xinguo Yu Xin Yan Tran Thi Phuong Chi Loong Fah Cheong

camera auto calibration camera resectioning camera matrix smart camera computer vision +7 more

Proceedings of the 14th ACM international conference on Multimedia 18 citations Published 2006-10-23
Does ontology help in image retrieval?: a comparison between keyword, text ontology and multi-modality ontology approaches (2006)

Huan Wang Song Liu Liang-Tien Chia

upper ontology ontology ontology based data integration visual word image retrieval +7 more

Proceedings of the 14th ACM international conference on Multimedia 102 citations Published 2006-10-23
Prediction of Protein Function Using Common-Neighbors in Protein-Protein Interaction Networks (2006)

Chuan Lin Daxin Jiang A. Zhang

protein function prediction interaction network precision and recall molecular biophysics machine learning +6 more

Sixth IEEE Symposium on BioInformatics and BioEngineering (BIBE'06) 18 citations Published 2006-10-16
A novel ant-based clustering approach for document clustering (2006)

Yulan He Siu Cheung Hui Yongxiang Sim

cluster analysis correlation clustering fuzzy clustering canopy clustering algorithm cure data clustering algorithm +7 more

AIRS'06 Proceedings of the Third Asia conference on Information Retrieval Technology 26 citations Published 2006-10-16
Adaptive comprehensive learning particle swarm optimizer with history learning (2006)

J. J. Liang P. N. Suganthan

swarm intelligence evolutionary algorithm convergence artificial intelligence modal +5 more

SEAL'06 Proceedings of the 6th international conference on Simulated Evolution And Learning 11 citations Published 2006-10-15
Bayesian-inference-based neural networks for tool wear estimation (2006)

Jianfei Dong K. V. R. Subrahmanyam Yoke San Wong Geok Soon Hong A. R. Mohanty

feature selection artificial neural network feature extraction perceptron bayesian inference +7 more

The International Journal of Advanced Manufacturing Technology 80 citations Published 2006-10-10
A coevolutionary algorithm for rules discovery in data mining (2006)

Kay Chen Tan Q. Yu Ji Hua Ang

knowledge extraction information extraction evolutionary algorithm machine learning data mining +6 more

International Journal of Systems Science 83 citations Published 2006-10-10
Recent Developments in Vision Based Target Tracking for Autonomous Vehicles Navigation (2006)

Zhen Jia A. Balasuriya S. Challa

mobile robot navigation mobile robot sensor fusion automatic control motion planning +6 more

2006 IEEE Intelligent Transportation Systems Conference 14 citations Published 2006-10-09
Enhanced maximum likelihood face recognition (2006)

X.D. Jiang B. Mandal A. Kot

facial recognition system feature extraction weighting biometrics pattern recognition +6 more

Electronics Letters 24 citations Published 2006-10-09
Towards a better understanding of incremental learning (2006)

Sanjay Jain Steffen Lange Sandra Zilles

system identification machine learning artificial intelligence computer science differential method +3 more

ALT'06 Proceedings of the 17th international conference on Algorithmic Learning Theory 18 citations Published 2006-10-07
Segmenting infarct in diffusion-weighted imaging volume (2006)

Prakash K. N. Bhanu Varsha Gupta Wieslaw Lucjan Nowinski

region of interest segmentation histogram diffusion mri convolution +4 more

17 citations Published 2006-10-03
Robot-Assisted prostate brachytherapy (2006)

Yan Yu Tarun Podder Yongde Zhang Wan-Sing Ng Vladimir Misic Jason Sherman Luke Fu Dave Fuller Edward Messing Deborah Rubens John Strang Ralph Brasacchio

prostate brachytherapy brachytherapy robot control robotics haptic technology +7 more

MICCAI'06 Proceedings of the 9th international conference on Medical Image Computing and Computer-Assisted Intervention - Volume Part I 85 citations Published 2006-10-01
Probabilistic prediction of protein-protein interactions from the protein sequences. (2006)

Arunkumar Chinnasamy Ankush Mittal Wing-Kin Sung

bayesian network probabilistic logic support vector machine protein sequencing protein protein interaction +5 more

Computers in Biology and Medicine 13 citations Published 2006-10-01
Palmprint Classification (2006)

Li Fang M.K.H. Leung T. Shikhare V. Chan Kean Fatt Choon

biometrics search engine indexing classifier pattern recognition computer vision +4 more

2006 IEEE International Conference on Systems, Man and Cybernetics 28 citations Published 2006-10-01
Medical Image Segmentation Using Minimal Path Deformable Models With Implicit Shape Priors (2006)

Pingkun Yan A.A. Kassim

scale space segmentation image segmentation segmentation feature extraction feature +7 more

international conference of the ieee engineering in medicine and biology society 63 citations Published 2006-10-01
ICA with Reference (2006)

Wei Lu Jagath C. Rajapakse Jagath C. Rajapakse

constrained optimization independent component analysis a priori and a posteriori divergence convergence +6 more

Neurocomputing 335 citations Published 2006-10-01
Human Facial Expression Recognition using a 3D Morphable Model (2006)

S. Ramanathan A. Kassim Y. V. Venkatesh W. S. Wah

facial recognition system facial expression expression morphing contextual image classification +7 more

2006 International Conference on Image Processing 61 citations Published 2006-10-01
FCMAC-BYY: Fuzzy CMAC Using Bayesian Ying–Yang Learning (2006)

Minh Nhut Nguyen Daming Shi C. Quek

fuzzy rule fuzzy logic fuzzy set fuzzy control system cerebellar model articulation controller +6 more

systems man and cybernetics 52 citations Published 2006-10-01
Experiential Sampling on Multiple Data Streams (2006)

M.S. Kankanhalli Jun Wang R. Jain

data stream mining sampling data stream face detection machine learning +6 more

IEEE Transactions on Multimedia 12 citations Published 2006-10-01

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Semi-supervised annotation of brushwork in paintings domain using serial combinations of multiple experts (2006)

Inserting 3D projected virtual content into broadcast tennis video (2006)

Does ontology help in image retrieval?: a comparison between keyword, text ontology and multi-modality ontology approaches (2006)

Prediction of Protein Function Using Common-Neighbors in Protein-Protein Interaction Networks (2006)

A novel ant-based clustering approach for document clustering (2006)

Adaptive comprehensive learning particle swarm optimizer with history learning (2006)

Bayesian-inference-based neural networks for tool wear estimation (2006)

A coevolutionary algorithm for rules discovery in data mining (2006)

Recent Developments in Vision Based Target Tracking for Autonomous Vehicles Navigation (2006)

Enhanced maximum likelihood face recognition (2006)

Towards a better understanding of incremental learning (2006)

Segmenting infarct in diffusion-weighted imaging volume (2006)

Robot-Assisted prostate brachytherapy (2006)

Probabilistic prediction of protein-protein interactions from the protein sequences. (2006)

Palmprint Classification (2006)

Medical Image Segmentation Using Minimal Path Deformable Models With Implicit Shape Priors (2006)

ICA with Reference (2006)

Human Facial Expression Recognition using a 3D Morphable Model (2006)

FCMAC-BYY: Fuzzy CMAC Using Bayesian Ying&#8211;Yang Learning (2006)

Experiential Sampling on Multiple Data Streams (2006)

FCMAC-BYY: Fuzzy CMAC Using Bayesian Ying–Yang Learning (2006)