Publications - Machine Learning SG

Game of drones: UAV pursuit-evasion game with type-2 fuzzy logic controllers tuned by reinforcement learning (2016)

Efe Camci Erdal Kayacan

reinforcement learning fuzzy logic robot pursuit evasion artificial intelligence +5 more

2016 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) 15 citations Published 2016-07-24
Adaptive and scalable Android malware detection through online learning (2016)

Annamalai Narayanan Liu Yang Lihui Chen Liu Jinliang

malware online machine learning population graph kernel machine learning +6 more

2016 International Joint Conference on Neural Networks (IJCNN) 22 citations Published 2016-07-24
A time window neural network based framework for Remaining Useful Life estimation (2016)

Pin Lim Chi Keong Goh Kay Chen Tan

feature extraction artificial neural network kernel modular design principal component analysis +7 more

2016 International Joint Conference on Neural Networks (IJCNN) 20 citations Published 2016-07-24
Cooperative Autonomous Driving: A Mirror Neuron Inspired Intention Awareness and Cooperative Perception Approach (2016)

Seong-Woo Kim Wei Liu

traffic flow perception mirror neuron hidden markov model artificial intelligence +6 more

IEEE Intelligent Transportation Systems Magazine 24 citations Published 2016-07-21
A New Probabilistic Kernel Factor Analysis for Multisensory Data Fusion: Application to Tool Condition Monitoring (2016)

Jinjiang Wang Junyao Xie Rui Zhao Kezhi Mao Laibin Zhang

kernel principal component analysis condition monitoring feature selection probabilistic logic support vector machine +7 more

IEEE Transactions on Instrumentation and Measurement 24 citations Published 2016-07-20
Sparse Codes Auto-Extractor for Classification: A Joint Embedding and Dictionary Learning Framework for Representation (2016)

Zhao Zhang Fanzhang Li Tommy W. S. Chow Li Zhang Shuicheng Yan

sparse approximation k svd sparse matrix neural coding discriminative model +6 more

IEEE Transactions on Signal Processing 68 citations Published 2016-07-15
Using Crowdsourcing for Scientific Analysis of Industrial Tomographic Images (2016)

Chen Chen Paweł W. Woźniak Andrzej Romanowski Mohammad Obaid Tomasz Jaworski Jacek Kucharski Krzysztof Grudzień Shengdong Zhao Morten Fjeld

crowdsourcing application domain scalability data mining machine learning +7 more

ACM Transactions on Intelligent Systems and Technology 27 citations Published 2016-07-14
Modality-Dependent Cross-Media Retrieval (2016)

Yunchao Wei Yao Zhao Zhenfeng Zhu Shikui Wei Yanhui Xiao Jiashi Feng Shuicheng Yan

visual word latent dirichlet allocation convolutional neural network linear subspace canonical correlation +6 more

ACM Transactions on Intelligent Systems and Technology 73 citations Published 2016-07-14
Learning Cascaded Deep Auto-Encoder Networks for Face Alignment (2016)

Renliang Weng Jiwen Lu Yap-Peng Tan Jie Zhou

facial recognition system landmark robustness autoencoder network architecture +6 more

IEEE Transactions on Multimedia 56 citations Published 2016-07-14
Fault Diagnosis in Image-Based Visual Servoing With Eye-in-Hand Configurations Using Kalman Filter (2016)

Mien Van Denglu Wu Shuzhi Sam Ge Hongliang Ren

visual servoing kalman filter feature extraction decision table computer vision +5 more

IEEE Transactions on Industrial Informatics 28 citations Published 2016-07-12
No-reference image quality assessment based on high order derivatives (2016)

Qiaohong Li Weisi Lin Yuming Fang

feature detection image texture automatic image annotation image quality image gradient +7 more

2016 IEEE International Conference on Multimedia and Expo (ICME) 11 citations Published 2016-07-11
Crowd-driven mid-scale layout design (2016)

Tian Feng Lap-Fai Yu Sai-Kit Yeung KangKang Yin Kun Zhou

crowd simulation page layout computer engineering machine learning computer science +4 more

international conference on computer graphics and interactive techniques 50 citations Published 2016-07-11
Rough-fuzzy rule interpolation (2016)

Chengyuan Chen Neil Mac Parthaláin Ying Li Chris J. Price Chai Quek Qiang Shen

type 2 fuzzy sets and systems fuzzy number fuzzy set operations fuzzy classification defuzzification +7 more

Information Sciences 21 citations Published 2016-07-10
Orientation selectivity based visual pattern for reduced-reference image quality assessment (2016)

Jinjian Wu Weisi Lin Guangming Shi Leida Li Yuming Fang

human visual system model image quality histogram pixel receptive field +6 more

Information Sciences 68 citations Published 2016-07-10
Integrating spectral and spatial information into deep convolutional Neural Networks for hyperspectral classification (2016)

Shaohui Mei Jingyu Ji Qianqian Bi Junhui Hou Qian Du Wei Li

deep learning convolutional neural network hyperspectral imaging contextual image classification support vector machine +7 more

2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) 21 citations Published 2016-07-10
On combining side information and unlabeled data for heterogeneous multi-task metric learning (2016)

Yong Luo Yonggang Wen Dacheng Tao

semi supervised learning metric transfer of learning machine learning data mining +7 more

IJCAI'16 Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence 11 citations Published 2016-07-09
Neural network translation models for grammatical error correction (2016)

Shamil Chollampatt Kaveh Taghipour Hwee Tou Ng

phrase machine translation artificial neural network sentence lexicon +6 more

IJCAI'16 Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence 27 citations Published 2016-07-09
Learning compact visual representation with canonical views for robust mobile landmark search (2016)

Lei Zhu Jialie She Xiaobai Liu Liang Xie Liqiang Nie

redundancy landmark neural coding submodular set function computer vision +6 more

IJCAI'16 Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence 37 citations Published 2016-07-09
Exploiting N-best hypotheses to improve an SMT approach to grammatical error correction (2016)

Duc Tam Hoang Shamil Chollampatt Hwee Tou Ng

machine translation classifier natural language processing computer science artificial intelligence +2 more

IJCAI'16 Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence 11 citations Published 2016-07-09
Deep subspace clustering with sparsity prior (2016)

Xi Peng Shijie Xiao Jiashi Feng Wei-Yun Yau Zhang Yi

cluster analysis random subspace method subspace topology feature learning deep learning +7 more

IJCAI'16 Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence 131 citations Published 2016-07-09

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Game of drones: UAV pursuit-evasion game with type-2 fuzzy logic controllers tuned by reinforcement learning (2016)

Adaptive and scalable Android malware detection through online learning (2016)

A time window neural network based framework for Remaining Useful Life estimation (2016)

Cooperative Autonomous Driving: A Mirror Neuron Inspired Intention Awareness and Cooperative Perception Approach (2016)

A New Probabilistic Kernel Factor Analysis for Multisensory Data Fusion: Application to Tool Condition Monitoring (2016)

Sparse Codes Auto-Extractor for Classification: A Joint Embedding and Dictionary Learning Framework for Representation (2016)

Using Crowdsourcing for Scientific Analysis of Industrial Tomographic Images (2016)

Modality-Dependent Cross-Media Retrieval (2016)

Learning Cascaded Deep Auto-Encoder Networks for Face Alignment (2016)

Fault Diagnosis in Image-Based Visual Servoing With Eye-in-Hand Configurations Using Kalman Filter (2016)

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

Crowd-driven mid-scale layout design (2016)

Rough-fuzzy rule interpolation (2016)

Orientation selectivity based visual pattern for reduced-reference image quality assessment (2016)

Integrating spectral and spatial information into deep convolutional Neural Networks for hyperspectral classification (2016)

On combining side information and unlabeled data for heterogeneous multi-task metric learning (2016)

Neural network translation models for grammatical error correction (2016)

Learning compact visual representation with canonical views for robust mobile landmark search (2016)

Exploiting N-best hypotheses to improve an SMT approach to grammatical error correction (2016)

Deep subspace clustering with sparsity prior (2016)