Publications - Machine Learning SG

Segregated feedback with performance-based adaptive sampling for interactive news video retrieval (2007)

Huan-Bo Luan Shi-Yong Neo Hai-Kiat Goh Yong-Dong Zhang Shou-Xun Lin Tat-Seng Chua

relevance feedback trecvid active learning adaptive sampling machine learning +6 more

Proceedings of the 15th ACM international conference on Multimedia 15 citations Published 2007-09-29
Enhancing image annotation by integrating concept ontology and text-based bayesian learning model (2007)

Rui Shi Chin-Hui Lee Tat-Seng Chua

automatic image annotation concept class image retrieval mixture model ontology +6 more

Proceedings of the 15th ACM international conference on Multimedia 21 citations Published 2007-09-29
Annotation of paintings with high-level semantic concepts using transductive inference and ontology-based concept disambiguation (2007)

Liza Leslie Tat-Seng Chua Jain Ramesh

transduction domain knowledge ontology annotation natural language processing +5 more

Proceedings of the 15th ACM international conference on Multimedia 24 citations Published 2007-09-29
Educational violin transcription by fusing multimedia streams (2007)

Ye Wang Bingjun Zhang Olaf Schleusing

violin pitch detection algorithm segmentation feature vector speech recognition +6 more

Proceedings of the international workshop on Educational multimedia and multimedia education 11 citations Published 2007-09-28
Sensor fusion for online tool condition monitoring in milling (2007)

W. H. Wang G. S. Hong Y. S. Wong K. P. Zhu

tool wear cutting tool machining flank sensor fusion +7 more

International Journal of Production Research 77 citations Published 2007-09-26
Blind Image Blur Identification in Cepstrum Domain (2007)

Shiqian Wu Zhongkang Lu Ee Ping Ong Weisi Lin

cepstrum image restoration gaussian blur image quality logarithm +7 more

2007 16th International Conference on Computer Communications and Networks 71 citations Published 2007-09-24
Fast and Accurate Detection of Document Skew and Orientation (2007)

Shijian Lu Jie Wang Chew Lim Tan

skew equidistant histogram computer vision pattern recognition +5 more

Ninth International Conference on Document Analysis and Recognition (ICDAR 2007) 16 citations Published 2007-09-23
Extraction of Vectorized Graphical Information from Scientific Chart Images (2007)

Ruizhe Liu Weihua Huang Chew Lim Tan

chart information extraction orthogonal diagonalization data visualization data structure +6 more

Ninth International Conference on Document Analysis and Recognition (ICDAR 2007) 18 citations Published 2007-09-23
Binarization of Badly Illuminated Document Images through Shading Estimation and Compensation (2007)

Shijian Lu Chew Lim Tan

thresholding image segmentation smoothing background noise shading +7 more

Ninth International Conference on Document Analysis and Recognition (ICDAR 2007) 73 citations Published 2007-09-23
A Fast Keyword-Spotting Technique (2007)

Linlin Li Shijian Lu Chew Lim Tan

keyword spotting document layout analysis document clustering visual word optical character recognition +6 more

Ninth International Conference on Document Analysis and Recognition (ICDAR 2007) 13 citations Published 2007-09-23
Feature Guided Texture Synthesis (FGTS) for artistic style transfer (2007)

Xuexiang Xie Feng Tian Hock Soon Seah

texture synthesis non photorealistic rendering metric computer vision effective method +5 more

Proceedings of the 2nd international conference on Digital interactive media in entertainment and arts 13 citations Published 2007-09-19
A machine learning approach for the identification of odorant binding proteins from sequence-derived properties. (2007)

Ganesan Pugalenthi E. Ke Tang E. Ke Tang Ponnuthurai N. Suganthan Govindaraju Archunan Ramanathan Sowdhamini

odorant binding odorant binding protein peptide sequence protein family pseudo amino acid composition +6 more

BMC Bioinformatics 24 citations Published 2007-09-19
A Haptic Knob for Rehabilitation of Hand Function (2007)

O. Lambercy L. Dovat R. Gassert E. Burdet Chee Leong Teo T. Milner

haptic technology rehabilitation robotics robot kinematics parallelogram simulation +7 more

IEEE Transactions on Neural Systems and Rehabilitation Engineering 193 citations Published 2007-09-17
Significant vector learning to construct sparse kernel regression models (2007)

Junbin Gao Daming Shi Xiaomao Liu

ramer douglas peucker algorithm population based incremental learning linde buzo gray algorithm orthogonalization kernel regression +7 more

Neural Networks 15 citations Published 2007-09-01
Rotation-invariant and scale-invariant Gabor features for texture image retrieval (2007)

Ju Han Kai-Kuang Ma

gabor filter image texture gabor wavelet content based image retrieval image retrieval +7 more

Image and Vision Computing 348 citations Published 2007-09-01
Rapid retrieval of protein structures from databases. (2007)

Zeyar Aung Kian-Lee Tan

protein structure database structural alignment brute force search database search engine information retrieval +6 more

Drug Discovery Today 19 citations Published 2007-09-01
Prediction of factor Xa inhibitors by machine learning methods. (2007)

H.H. Lin L.Y. Han C.W. Yap Y. Xue X.H. Liu F. Zhu Y.Z. Chen

factor xa inhibitor quantitative structure activity relationship support vector machine pharmacophore molecular descriptor +6 more

Journal of Molecular Graphics & Modelling 16 citations Published 2007-09-01
Learning effective brain connectivity with dynamic Bayesian networks. (2007)

Jagath C. Rajapakse Juan Zhou

dynamic bayesian network bayesian network markov chain pattern recognition machine learning +6 more

NeuroImage 157 citations Published 2007-09-01
Developing classification indices for Chinese pulse diagnosis. (2007)

Jian Jun Shu Yuguang Sun

pulse diagnosis pulse curve fitting gamma distribution pattern recognition +6 more

Complementary Therapies in Medicine 66 citations Published 2007-09-01
Combining anatomical manifold information via diffeomorphic metric mappings for studying cortical thinning of the cingulate gyrus in schizophrenia (2007)

Anqi Qiu Laurent Younes Lei Wang J. Tilak Ratnanather Sarah K. Gillepsie Gillian Kaplan John G. Csernansky Michael I. Miller

spatial normalization large deformation diffeomorphic metric mapping manifold statistical hypothesis testing diffeomorphism +6 more

NeuroImage 57 citations Published 2007-09-01

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Segregated feedback with performance-based adaptive sampling for interactive news video retrieval (2007)

Enhancing image annotation by integrating concept ontology and text-based bayesian learning model (2007)

Annotation of paintings with high-level semantic concepts using transductive inference and ontology-based concept disambiguation (2007)

Educational violin transcription by fusing multimedia streams (2007)

Sensor fusion for online tool condition monitoring in milling (2007)

Blind Image Blur Identification in Cepstrum Domain (2007)

Fast and Accurate Detection of Document Skew and Orientation (2007)

Extraction of Vectorized Graphical Information from Scientific Chart Images (2007)

Binarization of Badly Illuminated Document Images through Shading Estimation and Compensation (2007)

A Fast Keyword-Spotting Technique (2007)

Feature Guided Texture Synthesis (FGTS) for artistic style transfer (2007)

A machine learning approach for the identification of odorant binding proteins from sequence-derived properties. (2007)

A Haptic Knob for Rehabilitation of Hand Function (2007)

Significant vector learning to construct sparse kernel regression models (2007)

Rotation-invariant and scale-invariant Gabor features for texture image retrieval (2007)

Rapid retrieval of protein structures from databases. (2007)

Prediction of factor Xa inhibitors by machine learning methods. (2007)

Learning effective brain connectivity with dynamic Bayesian networks. (2007)

Developing classification indices for Chinese pulse diagnosis. (2007)

Combining anatomical manifold information via diffeomorphic metric mappings for studying cortical thinning of the cingulate gyrus in schizophrenia (2007)