Publications - Machine Learning SG

Learning to predict eye fixations for semantic contents using multi-layer sparse network (2014)

Chengyao Shen Qi Zhao

deep learning salience support vector machine neural coding hierarchical organization +7 more

Neurocomputing 62 citations Published 2014-08-22
Delay learning architectures for memory and classification (2014)

Shaista Hussain Arindam Basu Runchun Mark Wang Tara Julia Hamilton Tara Julia Hamilton

learning rule spiking neural network neuromorphic engineering mixed signal integrated circuit artificial intelligence +5 more

Neurocomputing 14 citations Published 2014-08-22
A brain-inspired spiking neural network model with temporal encoding and learning (2014)

Qiang Yu Huajin Tang Huajin Tang Kay Chen Tan Haoyong Yu

spiking neural network neural decoding types of artificial neural networks artificial neural network recurrent neural network +6 more

Neurocomputing 72 citations Published 2014-08-22
Estimation of Spatial-Temporal Gait Parameters Using a Low-Cost Ultrasonic Motion Analysis System (2014)

Yongbin Qi Cheong Boon Soh Erry Gunawan Kay Soon Low Rijil Thomas

effect of gait parameters on energetic cost stride motion analysis gait analysis preferred walking speed +7 more

Sensors 15 citations Published 2014-08-20
Selectively detail-enhanced fusion of differently exposed images with moving objects. (2014)

Zhengguo Li Jinghong Zheng Zijian Zhu Shiqian Wu

bilateral filter pixel computer vision computational resource normalization +6 more

IEEE Transactions on Image Processing 65 citations Published 2014-08-19
DLIREC: Aspect Term Extraction and Term Polarity Classification System (2014)

Zhiqiang Toh Wenting Wang

linear classifier conditional random field sentiment analysis classifier lexicon +7 more

Proceedings of the 8th International Workshop on Semantic Evaluation (SemEval 2014) 117 citations Published 2014-08-11
Anterior Chamber Angle Shape Analysis and Classification of Glaucoma in SS-OCT Images (2014)

Soe Ni Ni J. Tian Pina Marziliano Hong Tym Wong

shape analysis glaucoma optical coherence tomography fractal dimension curvature +6 more

Journal of Ophthalmology 16 citations Published 2014-08-05
The Impact of Deep Hierarchical Discourse Structures in the Evaluation of Text Coherence (2014)

Vanessa Wei Feng Ziheng Lin Graeme Hirst

rhetorical structure theory treebank linguistics coherence natural language processing +5 more

Proceedings of COLING 2014, the 25th International Conference on Computational Linguistics: Technical Papers 48 citations Published 2014-08-01
Multilingual Semantic Parsing : Parsing Multiple Languages into Semantic Representations (2014)

Zhanming Jie Wei Lu

s attributed grammar bottom up parsing top down parsing parsing semantic computing +6 more

Proceedings of COLING 2014, the 25th International Conference on Computational Linguistics: Technical Papers 13 citations Published 2014-08-01
Multi-view Chinese Treebanking (2014)

Likun Qiu Yue Zhang Peng Jin Houfeng Wang

dependency grammar treebank phrase parsing phrase structure rules +5 more

Proceedings of COLING 2014, the 25th International Conference on Computational Linguistics: Technical Papers 15 citations Published 2014-08-01
Integrated perception and planning in the continuous space: A POMDP approach (2014)

Haoyu Bai David Hsu Wee Sun Lee

partially observable markov decision process robotics artificial intelligence machine learning computer science +3 more

The International Journal of Robotics Research 107 citations Published 2014-08-01
Human: Robot interaction by understanding upper body gestures (2014)

Yang Xiao Zhijun Zhang Aryel Beck Junsong Yuan Daniel Thalmann

gesture recognition gesture social robot body language human robot interaction +6 more

Presence: Teleoperators & Virtual Environments 67 citations Published 2014-08-01
Harnessing Lab Knowledge for Real-World Action Recognition (2014)

Zhigang Ma Yi Yang Feiping Nie Nicu Sebe Shuicheng Yan Alexander G. Hauptmann

transfer of learning machine learning computer science norm action recognition +2 more

International Journal of Computer Vision 62 citations Published 2014-08-01
Gait event detection through neuromorphic spike sequence learning (2014)

Wang Wei Lee Haoyong Yu Nitish V. Thakor

neuromorphic engineering channel bandwidth temporal resolution sequence learning +6 more

5th IEEE RAS/EMBS International Conference on Biomedical Robotics and Biomechatronics 14 citations Published 2014-08-01
Feature Embedding for Dependency Parsing (2014)

Wenliang Chen Yue Zhang Min Zhang

feature parsing dependency grammar natural language processing embedding +6 more

Proceedings of COLING 2014, the 25th International Conference on Computational Linguistics: Technical Papers 39 citations Published 2014-08-01
Feature correlation hypergraph: exploiting high-order potentials for multimodal recognition. (2014)

Luming Zhang Yue Gao Chaoqun Hong Yinfu Feng Jianke Zhu Deng Cai

image texture boosting cluster analysis scale invariant feature transform histogram +7 more

IEEE Transactions on Systems, Man, and Cybernetics 132 citations Published 2014-08-01
Exploration in Interactive Personalized Music Recommendation: A Reinforcement Learning Approach (2014)

Xinxi Wang Yi Wang David Hsu Ye Wang

recommender system reinforcement learning inference bayesian inference novelty +6 more

ACM Transactions on Multimedia Computing, Communications, and Applications 80 citations Published 2014-08-01
Collaborative Online Multitask Learning (2014)

Guangxia Li Steven C. H. Hoi Kuiyu Chang Wenting Liu Ramesh C. Jain

multi task learning online machine learning data classification data modeling email filtering +6 more

IEEE Transactions on Knowledge and Data Engineering 24 citations Published 2014-08-01
Flexible Image Similarity Computation Using Hyper-Spatial Matching. (2014)

Yu Zhang Jianxin Wu Jianfei Cai Weiyao Lin

template matching contextual image classification scale space automatic image annotation feature detection +7 more

IEEE Transactions on Image Processing 21 citations Published 2014-07-30
A Probabilistic Associative Model for Segmenting Weakly-Supervised Images. (2014)

Luming Zhang Yi Yang Yue Gao Yi Yu Changbo Wang Xuelong Li

segmentation based object categorization image segmentation standard test image scale space segmentation image processing +7 more

IEEE Transactions on Image Processing 144 citations Published 2014-07-30

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Learning to predict eye fixations for semantic contents using multi-layer sparse network (2014)

Delay learning architectures for memory and classification (2014)

A brain-inspired spiking neural network model with temporal encoding and learning (2014)

Estimation of Spatial-Temporal Gait Parameters Using a Low-Cost Ultrasonic Motion Analysis System (2014)

Selectively detail-enhanced fusion of differently exposed images with moving objects. (2014)

DLIREC: Aspect Term Extraction and Term Polarity Classification System (2014)

Anterior Chamber Angle Shape Analysis and Classification of Glaucoma in SS-OCT Images (2014)

The Impact of Deep Hierarchical Discourse Structures in the Evaluation of Text Coherence (2014)

Multilingual Semantic Parsing : Parsing Multiple Languages into Semantic Representations (2014)

Multi-view Chinese Treebanking (2014)

Integrated perception and planning in the continuous space: A POMDP approach (2014)

Human: Robot interaction by understanding upper body gestures (2014)

Harnessing Lab Knowledge for Real-World Action Recognition (2014)

Gait event detection through neuromorphic spike sequence learning (2014)

Feature Embedding for Dependency Parsing (2014)

Feature correlation hypergraph: exploiting high-order potentials for multimodal recognition. (2014)

Exploration in Interactive Personalized Music Recommendation: A Reinforcement Learning Approach (2014)

Collaborative Online Multitask Learning (2014)

Flexible Image Similarity Computation Using Hyper-Spatial Matching. (2014)

A Probabilistic Associative Model for Segmenting Weakly-Supervised Images. (2014)