Publications - Machine Learning SG

Towards Holistic and Automatic Evaluation of Open-Domain Dialogue Generation (2020)

Bo Pang Erik Nijkamp Wenjuan Han Linqi Zhou Yixian Liu Kewei Tu

fluency natural language processing computer science coherence artificial intelligence +3 more

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics 3 citations Published 2020-07-01
Towards Best Practice in Explaining Neural Network Decisions with LRP (2020)

Maximilian Kohlbrenner Alexander Bauer Shinichi Nakajima Alexander Binder Wojciech Samek Sebastian Lapuschkin

feedforward neural network artificial neural network artificial intelligence object detection visualization +2 more

2020 International Joint Conference on Neural Networks (IJCNN) 4 citations Published 2020-07-01
Super-resolution technology to simultaneously improve optical & digital resolution of optical coherence tomography via deep learning (2020)

Shengting Cao Xinwen Yao Nischal Koirala Brigitta Brott Silvio Litovsky Yuye Ling Yu Gan

optical coherence tomography image quality iterative reconstruction convolutional neural network filter +6 more

2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) Published 2020-07-01
State-of-the-art review of soft computing applications in underground excavations (2020)

Wengang Zhang Runhong Zhang Chongzhi Wu Anthony Teck Chee Goh Suzanne Lacasse Zhongqiang Liu Hanlong Liu

soft computing multivariate adaptive regression splines artificial neural network support vector machine machine learning +6 more

Geoscience frontiers 58 citations Published 2020-07-01
Smartphone Sensor-Based Human Activity Recognition Using Feature Fusion and Maximum Full a Posteriori (2020)

Zhenghua Chen Chaoyang Jiang Shili Xiang Jie Ding Min Wu Xiaoli Li

feature extraction feature learning deep learning activity recognition domain knowledge +6 more

IEEE Transactions on Instrumentation and Measurement 3 citations Published 2020-07-01
Smart Contracts Vulnerability Auditing with Multi-semantics (2020)

Zhen Yang Jacky Keung Miao Zhang Yan Xiao Yangyang Huang Tik Hui

smart contract tokenization semantics language model vulnerability +6 more

2020 IEEE 44th Annual Computers, Software, and Applications Conference (COMPSAC) Published 2020-07-01
SemEval-2020 Task 4: Commonsense Validation and Explanation (2020)

Cunxiang Wang Shuailong Liang Yili Jin Yilong Wang Xiaodan Zhu Yue Zhang

semeval natural language natural language processing computer science artificial intelligence

arXiv preprint arXiv:2007.00236 2 citations Published 2020-07-01
Semantically consistent text to fashion image synthesis with an enhanced attentional generative adversarial network (2020)

Kenan E. Ak Kenan E. Ak Joo Hwee Lim Jo Yew Tham Ashraf A. Kassim

similarity learning feature natural language normalization pattern recognition +6 more

Pattern Recognition Letters 9 citations Published 2020-07-01
Self-weighted adaptive structure learning for ASD diagnosis via multi-template multi-center representation. (2020)

Fanglin Huang Ee-Leng Tan Peng Yang Shan Huang Le Ou-Yang Jiuwen Cao Tianfu Wang Baiying Lei

sasl pattern recognition autism spectrum disorder correlation computer science +6 more

Medical Image Analysis Published 2020-07-01
RoSeq: Robust Sequence Labeling (2020)

Joey Tianyi Zhou Hao Zhang Di Jin Xi Peng Yang Xiao Zhiguo Cao

sequence labeling conditional random field hidden markov model named entity recognition data modeling +6 more

IEEE Transactions on Neural Networks 8 citations Published 2020-07-01
Reinforced Sample Re-weighting for Pedestrian Attribute Recognition (2020)

Yuan Liu Zhiping Lin

feature extraction reinforcement learning weighting task analysis machine learning +6 more

2020 International Joint Conference on Neural Networks (IJCNN) Published 2020-07-01
Range-Doppler Detection in Automotive Radar with Deep Learning (2020)

Weichong Ng Guohua Wang Siddhartha Zhiping Lin Bhaskar Jyoti Dutta

doppler radar point target automotive industry deep learning artificial neural network +6 more

2020 International Joint Conference on Neural Networks (IJCNN) Published 2020-07-01
Project IDentif.AI: Harnessing Artificial Intelligence to Rapidly Optimize Combination Therapy Development for Infectious Disease Intervention. (2020)

Aynur Abdulla Boqian Wang Feng Qian Theodore Kee Agata Blasiak Yoong Hun Ong Lissa Hooi Falgunee Parekh Rafael Soriano Gene G. Olinger Gene G. Olinger Jussi Keppo Chris L. Hardesty Edward K. Chow Dean Ho Xianting Ding

drug development repurposing combination therapy drug repositioning infectious disease +5 more

Advanced Therapeutics 6 citations Published 2020-07-01
Predicting lane-changing risk level based on vehicles’ space-series features: A pre-emptive learning approach (2020)

Tianyi Chen Xiupeng Shi Yiik Diew Wong Xiaocong Yu

learning classifier system feature selection random forest resampling road traffic safety +6 more

Transportation Research Part C-emerging Technologies 2 citations Published 2020-07-01
Optimizing Filter-bank Canonical Correlation Analysis for fast response SSVEP Brain-Computer Interface (BCI) (2020)

Aung Aung Phyo Wai Heng Guo Ying Chi Lei Zhang Xian-Sheng Hua Cuntai Guan

filter bank microsoft windows calibration pattern recognition brain computer interface +6 more

2020 International Joint Conference on Neural Networks (IJCNN) Published 2020-07-01
Online RBM: Growing Restricted Boltzmann Machine on the fly for unsupervised representation (2020)

Ramasamy Savitha ArulMurugan Ambikapathi Kanagasabai Rajaraman

unsupervised learning restricted boltzmann machine artificial neural network mnist database discriminative model +6 more

Applied Soft Computing Published 2020-07-01
Online Deep Fuzzy Learning for Control of Nonlinear Systems Using Expert Knowledge (2020)

Andriy Sarabakha Erdal Kayacan

fuzzy logic artificial neural network control system deep learning controller +5 more

IEEE Transactions on Fuzzy Systems 3 citations Published 2020-07-01
Neural representations of haptic object size in the human brain revealed by multivoxel fMRI patterns (2020)

Francesca Perini Thomas Powell Simon J Watt Paul E Downing

haptic perception intraparietal sulcus functional magnetic resonance imaging haptic technology sensory system +6 more

Journal of Neurophysiology 1 citations Published 2020-07-01
Multiple-image authentication based on the single-pixel correlated imaging and multiple-level wavelet transform (2020)

Sui Liansheng Zhang Liwen Wang Qiang Tian Ailing Asundi Anand

wavelet transform image resolution plaintext ciphertext speckle pattern +6 more

Optics and Lasers in Engineering 1 citations Published 2020-07-01
Multi-source Meta Transfer for Low Resource Multiple-Choice Question Answering (2020)

Ming Yan Hao Zhang Di Jin Joey Tianyi Zhou

question answering automatic summarization reading comprehension multiple choice language model +6 more

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics 2 citations Published 2020-07-01

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Towards Holistic and Automatic Evaluation of Open-Domain Dialogue Generation (2020)

Towards Best Practice in Explaining Neural Network Decisions with LRP (2020)

Super-resolution technology to simultaneously improve optical & digital resolution of optical coherence tomography via deep learning (2020)

State-of-the-art review of soft computing applications in underground excavations (2020)

Smartphone Sensor-Based Human Activity Recognition Using Feature Fusion and Maximum Full a Posteriori (2020)

Smart Contracts Vulnerability Auditing with Multi-semantics (2020)

SemEval-2020 Task 4: Commonsense Validation and Explanation (2020)

Semantically consistent text to fashion image synthesis with an enhanced attentional generative adversarial network (2020)

Self-weighted adaptive structure learning for ASD diagnosis via multi-template multi-center representation. (2020)

RoSeq: Robust Sequence Labeling (2020)

Reinforced Sample Re-weighting for Pedestrian Attribute Recognition (2020)

Range-Doppler Detection in Automotive Radar with Deep Learning (2020)

Project IDentif.AI: Harnessing Artificial Intelligence to Rapidly Optimize Combination Therapy Development for Infectious Disease Intervention. (2020)

Predicting lane-changing risk level based on vehicles’ space-series features: A pre-emptive learning approach (2020)

Optimizing Filter-bank Canonical Correlation Analysis for fast response SSVEP Brain-Computer Interface (BCI) (2020)

Online RBM: Growing Restricted Boltzmann Machine on the fly for unsupervised representation (2020)

Online Deep Fuzzy Learning for Control of Nonlinear Systems Using Expert Knowledge (2020)

Neural representations of haptic object size in the human brain revealed by multivoxel fMRI patterns (2020)

Multiple-image authentication based on the single-pixel correlated imaging and multiple-level wavelet transform (2020)

Multi-source Meta Transfer for Low Resource Multiple-Choice Question Answering (2020)