Publications - Machine Learning SG

New avenues in knowledge bases for natural language processing (2016)

Erik Cambria Björn Schuller Yunqing Xia Bebo White

cognitive science natural language processing computer science artificial intelligence

Knowledge Based Systems 30 citations Published 2016-09-15
Learning word dependencies in text by means of a deep recurrent belief network (2016)

Iti Chaturvedi Yew-Soon Ong Ivor W. Tsang Roy E. Welsch Erik Cambria

deep belief network bayesian network markov chain markov chain monte carlo gaussian +6 more

Knowledge Based Systems 43 citations Published 2016-09-15
Aspect extraction for opinion mining with a deep convolutional neural network (2016)

Soujanya Poria Erik Cambria Alexander Gelbukh

deep learning convolutional neural network sentiment analysis artificial neural network classifier +4 more

Knowledge Based Systems 553 citations Published 2016-09-15
Multiband Image Fusion Based on Spectral Unmixing (2016)

Qi Wei Jose Bioucas-Dias Nicolas Dobigeon Jean-Yves Tourneret Marcus Chen Simon Godsill

image fusion endmember mixture model optimization problem gaussian noise +6 more

IEEE Transactions on Geoscience and Remote Sensing 83 citations Published 2016-09-14
A starfish robot based on soft and smart modular structure (SMS) actuated by SMA wires. (2016)

Hu Jin Erbao Dong Gursel Alici Gursel Alici Shixin Mao Xu Min Chunshan Liu K H Low Jie Yang

robot smart material robotics sma propulsion +6 more

Bioinspiration & Biomimetics 51 citations Published 2016-09-09
Unsupervised Bottleneck Features for Low-Resource Query-by-Example Spoken Term Detection. (2016)

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

bottleneck query by example machine learning computer science pattern recognition +2 more

Interspeech 2016 26 citations Published 2016-09-08
The 2015 NIST Language Recognition Evaluation: The Shared View of I2R, Fantastic4 and SingaMS (2016)

Kong Aik Lee Haizhou Li Li Deng Ville Hautamäki Wei Rao Xiong Xiao Anthony Larcher Hanwu Sun Trung Hieu Nguyen Guangsen Wang Aleksandr Sizov Aleksandr Sizov Jianshu Chen Ivan Kukanov Amir Hossein Poorjam Trung Ngo Trong Cheng-Lin Xu Haihua Xu Bin Ma Eng Siong Chng Sylvain Meignier

spoken language deep learning nist feature extraction on language +6 more

Interspeech 2016 14 citations Published 2016-09-08
Subspace LHUC for Fast Adaptation of Deep Neural Network Acoustic Models. (2016)

Lahiru Samarakoon Khe Chai Sim

subspace topology artificial neural network pattern recognition computer science artificial intelligence

Interspeech 2016 17 citations Published 2016-09-08
Stimulated Deep Neural Network for Speech Recognition. (2016)

Chunyang Wu Penny Karanasou Mark J. F. Gales Khe Chai Sim

deep learning artificial neural network speech recognition machine learning visualization +7 more

Interspeech 2016 24 citations Published 2016-09-08
Learning Neural Network Representations Using Cross-Lingual Bottleneck Features with Word-Pair Information. (2016)

Yougen Yuan Cheung-Chi Leung Lei Xie Bin Ma Haizhou Li

time delay neural network artificial neural network bottleneck speech recognition pattern recognition +3 more

Interspeech 2016 16 citations Published 2016-09-08
DNN-Based Amplitude and Phase Feature Enhancement for Noise Robust Speaker Identification. (2016)

Zeyan Oo Yuta Kawakami Longbiao Wang Seiichi Nakagawa Xiong Xiao Masahiro Iwahashi

speech recognition amplitude pattern recognition computer science artificial intelligence +1 more

Interspeech 2016 12 citations Published 2016-09-08
Learning Hierarchical Feature Influence for Recommendation by Recursive Regularization (2016)

Jie Yang Zhu Sun Alessandro Bozzon Jie Zhang

recommender system matrix decomposition hierarchy recursion data mining +7 more

Proceedings of the 10th ACM Conference on Recommender Systems 16 citations Published 2016-09-07
Latent Factor Representations for Cold-Start Video Recommendation (2016)

Sujoy Roy Sharath Chandra Guntuku

collaborative filtering recommender system affective computing bottleneck machine learning +3 more

Proceedings of the 10th ACM Conference on Recommender Systems 20 citations Published 2016-09-07
Layer-Wise Relevance Propagation for Neural Networks with Local Renormalization Layers (2016)

Alexander Binder Grégoire Montavon Sebastian Lapuschkin Klaus-Robert Müller Klaus-Robert Müller Wojciech Samek

convolutional neural network artificial neural network contextual image classification interpretability artificial intelligence +4 more

25th International Conference on Artificial Neural Networks and Machine Learning, ICANN 2016 126 citations Published 2016-09-06
Manifold regularized multi-view feature selection for social image annotation (2016)

Yangxi Li Xin Shi Cuilan Du Yang Liu Yonggang Wen

feature feature selection dimensionality reduction feature learning kanade lucas tomasi feature tracker +7 more

Neurocomputing 18 citations Published 2016-09-05
Deformable object tracking with spatiotemporal segmentation in big vision surveillance (2016)

Peng Zhang Tao Zhuo Lei Xie Yanning Zhang

video tracking active appearance model video processing robustness segmentation +6 more

Neurocomputing 12 citations Published 2016-09-05
Visual structural degradation based reduced-reference image quality assessment (2016)

Jinjian Wu Weisi Lin Yuming Fang Leida Li Guangming Shi Issac Niwas S

image quality local binary patterns human visual system model quality score reference data +6 more

Signal Processing-image Communication 15 citations Published 2016-09-01
Quality assessment of 3D synthesized images via disoccluded region discovery (2016)

Yu Zhou Leida Li Ke Gu Yuming Fang Weisi Lin

image quality computer vision absolute difference distortion computer science +6 more

2016 IEEE International Conference on Image Processing (ICIP) 11 citations Published 2016-09-01
No-reference document image quality assessment based on high order image statistics (2016)

Jingtao Xu Peng Ye Qiaohong Li Yong Liu David Doermann

image quality feature extraction feature cluster analysis codebook +8 more

2016 IEEE International Conference on Image Processing (ICIP) 11 citations Published 2016-09-01
Microblogging Content Propagation Modeling Using Topic-Specific Behavioral Factors (2016)

Tuan-Anh Hoang Ee-Peng Lim

microblogging data modeling probabilistic logic factorization data mining +8 more

IEEE Transactions on Knowledge and Data Engineering 11 citations Published 2016-09-01

Previous Next

New avenues in knowledge bases for natural language processing (2016)

Learning word dependencies in text by means of a deep recurrent belief network (2016)

Aspect extraction for opinion mining with a deep convolutional neural network (2016)

Multiband Image Fusion Based on Spectral Unmixing (2016)

A starfish robot based on soft and smart modular structure (SMS) actuated by SMA wires. (2016)

Unsupervised Bottleneck Features for Low-Resource Query-by-Example Spoken Term Detection. (2016)

The 2015 NIST Language Recognition Evaluation: The Shared View of I2R, Fantastic4 and SingaMS (2016)

Subspace LHUC for Fast Adaptation of Deep Neural Network Acoustic Models. (2016)

Stimulated Deep Neural Network for Speech Recognition. (2016)

Learning Neural Network Representations Using Cross-Lingual Bottleneck Features with Word-Pair Information. (2016)

DNN-Based Amplitude and Phase Feature Enhancement for Noise Robust Speaker Identification. (2016)

Learning Hierarchical Feature Influence for Recommendation by Recursive Regularization (2016)

Latent Factor Representations for Cold-Start Video Recommendation (2016)

Layer-Wise Relevance Propagation for Neural Networks with Local Renormalization Layers (2016)

Manifold regularized multi-view feature selection for social image annotation (2016)

Deformable object tracking with spatiotemporal segmentation in big vision surveillance (2016)

Visual structural degradation based reduced-reference image quality assessment (2016)

Quality assessment of 3D synthesized images via disoccluded region discovery (2016)

No-reference document image quality assessment based on high order image statistics (2016)

Microblogging Content Propagation Modeling Using Topic-Specific Behavioral Factors (2016)