Publications - Machine Learning SG

Multimedia Social Event Detection in Microblog (2015)

Yue Gao Sicheng Zhao Yang Yang Tat-Seng Chua

clique social media microblogging machine learning data mining +8 more

International Conference on Multimedia Modeling 31 citations Published 2015-01-05
Fusion of WiFi, Smartphone Sensors and Landmarks Using the Kalman Filter for Indoor Localization (2015)

Zhenghua Chen Han Zou Hao Jiang Qingchang Zhu Yeng Chai Soh Lihua Xie

sensor fusion dead reckoning kalman filter global positioning system particle filter +7 more

Sensors 343 citations Published 2015-01-05
Trends in extreme learning machines (2015)

Gao Huang Guang-Bin Huang Shiji Song Keyou You

extreme learning machine feature learning cluster analysis feature selection machine learning +6 more

Neural Networks 1,252 citations Published 2015-01-01
Top-down Saliency with Locality-constrained Contextual Sparse Coding (2015)

Hisham Cholakkal Deepu Rajan Jubin Johnson

locality salience neural coding interpolation coding +6 more

British Machine Vision Conference 2015 12 citations Published 2015-01-01
Swarm intelligence applied in green logistics: A literature review (2015)

Shuzhu Zhang Carman K. M. Lee Hing Kai Chan King Lun Choy Zhang Wu

swarm intelligence green logistics swarm behaviour reverse logistics combinatorial optimization +5 more

Engineering Applications of Artificial Intelligence 120 citations Published 2015-01-01
STAP: Spatial-Temporal Attention-Aware Pooling for Action Recognition (2015)

Tam V. Nguyen Zheng Song Shuicheng Yan

video tracking pooling feature extraction salience support vector machine +7 more

IEEE Transactions on Circuits and Systems for Video Technology 56 citations Published 2015-01-01
Semi-Supervised Word Sense Disambiguation Using Word Embeddings in General and Specific Domains (2015)

Kaveh Taghipour Hwee Tou Ng

semeval natural language processing speech recognition computer science artificial intelligence +2 more

Proceedings of the 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies 102 citations Published 2015-01-01
Robust Visual Tracking Via Consistent Low-Rank Sparse Learning (2015)

Tianzhu Zhang Si Liu Narendra Ahuja Ming-Hsuan Yang Bernard Ghanem

sparse approximation k svd video tracking particle filter eye tracking +6 more

International Journal of Computer Vision 267 citations Published 2015-01-01
Robust deep feature for spoofing detection - the SJTU system for ASVspoof 2015 challenge. (2015)

Nanxin Chen Yanmin Qian Heinrich Dinkel Bo Chen Kai Yu

spoofing attack deep learning word error rate artificial neural network mahalanobis distance +6 more

INTERSPEECH 69 citations Published 2015-01-01
Reconstruction-Based Metric Learning for Unconstrained Face Verification (2015)

Jiwen Lu Gang Wang Weihong Deng Kui Jia

metric three dimensional face recognition discriminative model iterative reconstruction facial recognition system +7 more

IEEE Transactions on Information Forensics and Security 64 citations Published 2015-01-01
Query by Example Search on Speech at Mediaeval 2015. (2015)

Igor Szöke Luis Javier Rodríguez-Fuentes Andi Buzo Xavier Anguera Florian Metze Jorge Proença Martin Lojka Xiao Xiong

query by example sentence natural language processing use case computer science +2 more

MediaEval 22 citations Published 2015-01-01
Propagative Hough Voting for Human Activity Detection and Recognition (2015)

Gang Yu Junsong Yuan Zicheng Liu

feature extraction random projection discriminative model classifier pattern recognition +7 more

IEEE Transactions on Circuits and Systems for Video Technology 20 citations Published 2015-01-01
Probabilistic Skimlets Fusion for Summarizing Multiple Consumer Landmark Videos (2015)

Luming Zhang Yue Gao Richang Hong Yuxing Hu Rongrong Ji Qionghai Dai

automatic summarization probabilistic logic landmark machine learning computer science +1 more

IEEE Transactions on Multimedia 59 citations Published 2015-01-01
Probabilistic inference techniques for scalable multiagent decision making (2015)

Akshat Kumar Shlomo Zilberstein Marc Toussaint

inference dynamic bayesian network scalability multi agent system approximation algorithm +5 more

Journal of Artificial Intelligence Research 14 citations Published 2015-01-01
Pose Adaptive Motion Feature Pooling for Human Action Analysis (2015)

Bingbing Ni Pierre Moulin Shuicheng Yan

pooling discriminative model pattern recognition machine learning bottleneck +7 more

International Journal of Computer Vision 22 citations Published 2015-01-01
Parallel inference of dirichlet process Gaussian mixture models for unsupervised acoustic modeling: a feasibility study. (2015)

Hongjie Chen Cheung-Chi Leung Lei Xie Bin Ma Haizhou Li

mixture model dirichlet process gaussian word error rate inference +6 more

INTERSPEECH 69 citations Published 2015-01-01
New Gradient-Spatial-Structural Features for video script identification (2015)

Palaiahnakote Shivakumara Zehuan Yuan Danni Zhao Tong Lu Chew Lim Tan

pixel histogram font centroid robustness +7 more

Computer Vision and Image Understanding 24 citations Published 2015-01-01
Modeling User Activity Preference by Leveraging User Spatial Temporal Characteristics in LBSNs (2015)

Dingqi Yang Daqing Zhang Vincent W. Zheng Zhiyong Yu

data modeling context model inference hidden markov model data mining +7 more

systems man and cybernetics 313 citations Published 2015-01-01
Minimum trajectory error training for deep neural networks, combined with stacked bottleneck features. (2015)

Zhizheng Wu Simon King

acoustic model speech synthesis parametric statistics mean squared error bottleneck +7 more

INTERSPEECH 23 citations Published 2015-01-01
Joint Mention Extraction and Classification with Mention Hypergraphs (2015)

Wei Lu Dan Roth

time complexity sentence constraint graph machine learning computer science +2 more

Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing 82 citations Published 2015-01-01

Previous Next

Multimedia Social Event Detection in Microblog (2015)

Fusion of WiFi, Smartphone Sensors and Landmarks Using the Kalman Filter for Indoor Localization (2015)

Trends in extreme learning machines (2015)

Top-down Saliency with Locality-constrained Contextual Sparse Coding (2015)

Swarm intelligence applied in green logistics: A literature review (2015)

STAP: Spatial-Temporal Attention-Aware Pooling for Action Recognition (2015)

Semi-Supervised Word Sense Disambiguation Using Word Embeddings in General and Specific Domains (2015)

Robust Visual Tracking Via Consistent Low-Rank Sparse Learning (2015)

Robust deep feature for spoofing detection - the SJTU system for ASVspoof 2015 challenge. (2015)

Reconstruction-Based Metric Learning for Unconstrained Face Verification (2015)

Query by Example Search on Speech at Mediaeval 2015. (2015)

Propagative Hough Voting for Human Activity Detection and Recognition (2015)

Probabilistic Skimlets Fusion for Summarizing Multiple Consumer Landmark Videos (2015)

Probabilistic inference techniques for scalable multiagent decision making (2015)

Pose Adaptive Motion Feature Pooling for Human Action Analysis (2015)

Parallel inference of dirichlet process Gaussian mixture models for unsupervised acoustic modeling: a feasibility study. (2015)

New Gradient-Spatial-Structural Features for video script identification (2015)

Modeling User Activity Preference by Leveraging User Spatial Temporal Characteristics in LBSNs (2015)

Minimum trajectory error training for deep neural networks, combined with stacked bottleneck features. (2015)

Joint Mention Extraction and Classification with Mention Hypergraphs (2015)