Publications - Machine Learning SG

Sparse Representation Classifier Steered Discriminative Projection (2010)

Jian Yang Delin Chu

sparse approximation dimensionality reduction discriminative model feature extraction classifier +7 more

2010 20th International Conference on Pattern Recognition 22 citations Published 2010-08-23
Resampling Approach to Facial Expression Recognition Using 3D Meshes (2010)

Y.V. Venkatesh Ashraf K. Kassim O.V. Ramana Murthy

facial recognition system correspondence problem polygon mesh resampling feature extraction +6 more

2010 20th International Conference on Pattern Recognition 14 citations Published 2010-08-23
Predicting Discourse Connectives for Implicit Discourse Relation Recognition (2010)

Zhi-Min Zhou Yu Xu Zheng-Yu Niu Man Lan Jian Su Chew Lim Tan

discourse relation treebank language model natural language processing linguistics +4 more

Coling 2010: Posters 152 citations Published 2010-08-23
New Wavelet and Color Features for Text Detection in Video (2010)

Palaiahnaktoe Shivakumara Trung Quy Phan Chew Lim Tan

wavelet transform wavelet pixel feature extraction search engine indexing +7 more

2010 20th International Conference on Pattern Recognition 51 citations Published 2010-08-23
Exploiting Salient Patterns for Question Detection and Question Retrieval in Community-based Question Answering (2010)

Kai Wang Tat-Seng Chua

question answering question mark syntax standard language natural language processing +5 more

Proceedings of the 23rd International Conference on Computational Linguistics (Coling 2010) 52 citations Published 2010-08-23
Entity Linking Leveraging Automatically Generated Annotation (2010)

Wei Zhang Jian Su Chew Lim Tan Wen Ting Wang

entity linking population knowledge base annotation classifier +6 more

Proceedings of the 23rd International Conference on Computational Linguistics (Coling 2010) 128 citations Published 2010-08-23
Edge Based Binarization for Video Text Images (2010)

Zhou Zhiwei Li Linlin Tan Chew Lim

thresholding optical character recognition edge detection histogram pixel +7 more

2010 20th International Conference on Pattern Recognition 55 citations Published 2010-08-23
A Self-Training Learning Document Binarization Framework (2010)

Su Bolan Lu Shijian Chew Lim Tan

pixel histogram classifier pattern recognition computer vision +5 more

2010 20th International Conference on Pattern Recognition 22 citations Published 2010-08-23
A Review Selection Approach for Accurate Feature Rating Estimation (2010)

Chong Long Jie Zhang Xiaoyan Zhu

information distance machine learning computer science accurate estimation artificial intelligence

Coling 2010: Posters 90 citations Published 2010-08-23
MSAProbs: multiple sequence alignment based on pair hidden Markov models and partition function posterior probabilities. (2010)

Yongchao Liu Bertil Schmidt Douglas L. Maskell

multiple sequence alignment markov model hidden markov model posterior probability probabilistic logic +6 more

Bioinformatics 232 citations Published 2010-08-15
A Summary on Fuzzy Probability Theory (2010)

Michael Beer

type 2 fuzzy sets and systems possibility theory fuzzy number applied probability fuzzy measure theory +7 more

2010 IEEE International Conference on Granular Computing 14 citations Published 2010-08-14
An improved classification of G-protein-coupled receptors using sequence-derived features (2010)

Zhen-Ling Peng Jian-Yi Yang Xin Chen

feature vector principal component analysis computational biology dna microarray subfamily +7 more

BMC Bioinformatics 53 citations Published 2010-08-09
Mobile camera identification using demosaicing features (2010)

Hong Cao Alex C. Kot

demosaicing feature extraction standard test image mobile device mobile telephony +6 more

Proceedings of 2010 IEEE International Symposium on Circuits and Systems 12 citations Published 2010-08-03
Directional Variance: A measure to find the directionality in a given image segment (2010)

D Jayachandra Anamitra Makur

image segmentation pixel computer vision computation directionality +5 more

Proceedings of 2010 IEEE International Symposium on Circuits and Systems 17 citations Published 2010-08-03
Semi-supervised distance metric learning for collaborative image retrieval and clustering (2010)

Steven C.h. Hoi Wei Liu Shih-Fu Chang

cluster analysis content based image retrieval metric image retrieval euclidean distance +7 more

ACM Transactions on Multimedia Computing, Communications, and Applications 322 citations Published 2010-08-01
Quantitative evaluation of LDDMM, FreeSurfer, and CARET for cortical surface mapping. (2010)

Jidan Zhong Desiree Yee Ling Phua Anqi Qiu

large deformation diffeomorphic metric mapping caret curvature laplace beltrami operator pattern recognition +7 more

NeuroImage 46 citations Published 2010-08-01
Near Duplicate Identification With Spatially Aligned Pyramid Matching (2010)

Dong Xu Tat Jen Cham Shuicheng Yan Lixin Duan Shih-Fu Chang

visual word earth mover s distance image retrieval contextual image classification image fusion +6 more

IEEE Transactions on Circuits and Systems for Video Technology 30 citations Published 2010-08-01
GMM-SVM Kernel With a Bhattacharyya-Based Distance for Speaker Recognition (2010)

Chang Huai You Kong Aik Lee Haizhou Li

speaker recognition bhattacharyya distance kernel method support vector machine covariance matrix +7 more

IEEE Transactions on Audio, Speech, and Language Processing 116 citations Published 2010-08-01
Gene and sample selection for cancer classification with support vectors based t-statistic (2010)

Piyushkumar A. Mundra Jagath C. Rajapakse

feature selection data point pattern recognition expression t statistic +7 more

Neurocomputing 51 citations Published 2010-08-01
Ensemble of niching algorithms (2010)

E. L. Yu P. N. Suganthan

optimization problem genetic algorithm population pattern search artificial intelligence +5 more

Information Sciences 173 citations Published 2010-08-01

Previous Next

Sparse Representation Classifier Steered Discriminative Projection (2010)

Resampling Approach to Facial Expression Recognition Using 3D Meshes (2010)

Predicting Discourse Connectives for Implicit Discourse Relation Recognition (2010)

New Wavelet and Color Features for Text Detection in Video (2010)

Exploiting Salient Patterns for Question Detection and Question Retrieval in Community-based Question Answering (2010)

Entity Linking Leveraging Automatically Generated Annotation (2010)

Edge Based Binarization for Video Text Images (2010)

A Self-Training Learning Document Binarization Framework (2010)

A Review Selection Approach for Accurate Feature Rating Estimation (2010)

MSAProbs: multiple sequence alignment based on pair hidden Markov models and partition function posterior probabilities. (2010)

A Summary on Fuzzy Probability Theory (2010)

An improved classification of G-protein-coupled receptors using sequence-derived features (2010)

Mobile camera identification using demosaicing features (2010)

Directional Variance: A measure to find the directionality in a given image segment (2010)

Semi-supervised distance metric learning for collaborative image retrieval and clustering (2010)

Quantitative evaluation of LDDMM, FreeSurfer, and CARET for cortical surface mapping. (2010)

Near Duplicate Identification With Spatially Aligned Pyramid Matching (2010)

GMM-SVM Kernel With a Bhattacharyya-Based Distance for Speaker Recognition (2010)

Gene and sample selection for cancer classification with support vectors based t-statistic (2010)

Ensemble of niching algorithms (2010)