Publications - Machine Learning SG

Sense sentiment similarity: an analysis (2012)

Mitra Mohtarami Hadi Amiri Man Lan Thanh Phu Tran Chew Lim Tan

sentiment analysis emotion classification inference natural language processing information retrieval +3 more

AAAI'12 Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence 11 citations Published 2012-07-22
Modeling context aware dynamic trust using hidden Markov model (2012)

Xin Liu Anwitaman Datta

intelligent agent hidden markov model probabilistic logic synthetic data machine learning +3 more

AAAI'12 Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence 50 citations Published 2012-07-22
Self-Adaptive Evolutionary Extreme Learning Machine (2012)

Jiuwen Cao Zhiping Lin Guang-Bin Huang

extreme learning machine wake sleep algorithm active learning computational learning theory online machine learning +6 more

Neural Processing Letters 221 citations Published 2012-07-18
Resolving data sparsity and cold start in recommender systems (2012)

Guibing Guo

cold start collaborative filtering recommender system user modeling rss +6 more

Proceedings of the 20th international conference on User Modeling, Adaptation, and Personalization 20 citations Published 2012-07-16
Measuring and comparing brain cortical surface area and other areal quantities. (2012)

Anderson M. Winkler Mert R. Sabuncu Mert R. Sabuncu B. T. Thomas Yeo Bruce Fischl Bruce Fischl Douglas N. Greve Peter V. Kochunov Peter V. Kochunov Thomas E. Nichols Thomas E. Nichols John Blangero David C. Glahn

interpolation coordinate system brain mapping cerebral cortex pattern recognition +7 more

NeuroImage 138 citations Published 2012-07-16
Improving the robustness in feature detection by local contrast enhancement (2012)

Vassilios Vonikakis Dimitris Chrysostomou Rigas Kouskouridas Antonios Gasteratos

difference of gaussians detector feature extraction robustness object detection +6 more

2012 IEEE International Conference on Imaging Systems and Techniques Proceedings 21 citations Published 2012-07-16
A simple but effective method to incorporate trusted neighbors in recommender systems (2012)

Guibing Guo Jie Zhang Daniel Thalmann

collaborative filtering recommender system effective method computer science machine learning +4 more

Proceedings of the 20th international conference on User Modeling, Adaptation, and Personalization 112 citations Published 2012-07-16
SSHLDA: A Semi-Supervised Hierarchical Topic Model (2012)

Xian-Ling Mao Zhao-Yan Ming Tat-Seng Chua Si Li Hongfei Yan Xiaoming Li

latent dirichlet allocation topic model cluster analysis perplexity machine learning +3 more

Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning 67 citations Published 2012-07-12
Source Language Adaptation for Resource-Poor Machine Translation (2012)

Pidong Wang Preslav Nakov Hwee Tou Ng

evaluation of machine translation machine translation bleu natural language processing indonesian +4 more

Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning 16 citations Published 2012-07-12
N-gram-based Tense Models for Statistical Machine Translation (2012)

Zhengxian Gong Min Zhang Chew Lim Tan Guodong Zhou

machine translation rule based machine translation language model phrase n gram +7 more

Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning 19 citations Published 2012-07-12
Joint Learning for Coreference Resolution with Markov Logic (2012)

Yang Song Jing Jiang Wayne Xin Zhao Sujian Li Houfeng Wang

pairwise comparison cluster analysis coreference markov chain inference +6 more

Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning 17 citations Published 2012-07-12
Enriching Parallel Corpora for Statistical Machine Translation with Semantic Negation Rephrasing (2012)

Dominikus Wetzel Francis Bond

machine translation test data natural language processing negation information retrieval +5 more

Proceedings of the Sixth Workshop on Syntax, Semantics and Structure in Statistical Translation 13 citations Published 2012-07-12
A Beam-Search Decoder for Grammatical Error Correction (2012)

Daniel Dahlmeier Hwee Tou Ng

soft decision decoder beam search discriminative model correctness classifier +6 more

Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning 75 citations Published 2012-07-12
Spatiotemporal Saliency Detection via Sparse Representation (2012)

Zhixiang Ren Shenghua Gao Deepu Rajan Liang-Tien Chia Yun Huang

kadir brady saliency detector sparse approximation salience object detection human visual system model +7 more

2012 IEEE International Conference on Multimedia and Expo 14 citations Published 2012-07-09
Source Distortion Temporal Propagation Model for Motion Compensated Video Coding Optimization (2012)

Tianwu Yang Ce Zhu Xiaojiu Fan Qiang Peng

coding tree unit coding gain motion compensation rate distortion optimization entropy encoding +7 more

2012 IEEE International Conference on Multimedia and Expo 56 citations Published 2012-07-09
Salient Object Detection through Over-Segmentation (2012)

Xuejie Zhang Zhixiang Ren Deepu Rajan Yiqun Hu

kadir brady saliency detector image segmentation object detection segmentation based object categorization range segmentation +7 more

2012 IEEE International Conference on Multimedia and Expo 12 citations Published 2012-07-09
Predicting Image Popularity in an Incomplete Social Media Community by a Weighted Bi-partite Graph (2012)

Xiang Niu Lusong Li Tao Mei Jialie Shen Ke Xu

collaborative filtering social network graph theory inference bipartite graph +6 more

2012 IEEE International Conference on Multimedia and Expo 12 citations Published 2012-07-09
Modeling extreme events in spatial domain by copula graphical models (2012)

Hang Yu Zheng Choo Wayne Isaac T. Uy Justin Dauwels Philip Jonathan

generalized extreme value distribution extreme value theory graphical model statistical model spatial dependence +7 more

2012 15th International Conference on Information Fusion 11 citations Published 2012-07-09
Inter-modality Face Sketch Recognition (2012)

Hamed Kiani Galoogahi Terence Sim

three dimensional face recognition sketch recognition facial recognition system histogram of oriented gradients feature extraction +6 more

2012 IEEE International Conference on Multimedia and Expo 59 citations Published 2012-07-09
Hidden Markov Model for Event Photo Stream Segmentation (2012)

Jesse Prabawa Gozali Min-Yen Kan Hari Sundaram

image segmentation hidden markov model feature extraction visualization segmentation +7 more

2012 IEEE International Conference on Multimedia and Expo Workshops 16 citations Published 2012-07-09

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Sense sentiment similarity: an analysis (2012)

Modeling context aware dynamic trust using hidden Markov model (2012)

Self-Adaptive Evolutionary Extreme Learning Machine (2012)

Resolving data sparsity and cold start in recommender systems (2012)

Measuring and comparing brain cortical surface area and other areal quantities. (2012)

Improving the robustness in feature detection by local contrast enhancement (2012)

A simple but effective method to incorporate trusted neighbors in recommender systems (2012)

SSHLDA: A Semi-Supervised Hierarchical Topic Model (2012)

Source Language Adaptation for Resource-Poor Machine Translation (2012)

N-gram-based Tense Models for Statistical Machine Translation (2012)

Joint Learning for Coreference Resolution with Markov Logic (2012)

Enriching Parallel Corpora for Statistical Machine Translation with Semantic Negation Rephrasing (2012)

A Beam-Search Decoder for Grammatical Error Correction (2012)

Spatiotemporal Saliency Detection via Sparse Representation (2012)

Source Distortion Temporal Propagation Model for Motion Compensated Video Coding Optimization (2012)

Salient Object Detection through Over-Segmentation (2012)

Predicting Image Popularity in an Incomplete Social Media Community by a Weighted Bi-partite Graph (2012)

Modeling extreme events in spatial domain by copula graphical models (2012)

Inter-modality Face Sketch Recognition (2012)

Hidden Markov Model for Event Photo Stream Segmentation (2012)