Publications - Machine Learning SG

Validation of a Bayesian Belief Network (BBN) Model of an Offshore Decommissioning Operation (2019)

Mei Ling Fam Xuhong He Konovessis Dimitrios Lin Seng Ong Hoon Kiang Tan

bayesian network expert elicitation nuclear decommissioning machine learning computer science +1 more

The 29th International Ocean and Polar Engineering Conference Published 2019-07-15
T-DLA: An Open-source Deep Learning Accelerator for Ternarized DNN Models on Embedded FPGA (2019)

Yao Chen Kai Zhang Cheng Gong Cong Hao Xiaofan Zhang Tao Li Deming Chen

deep learning xeon artificial neural network field programmable gate array efficient energy use +6 more

2019 IEEE Computer Society Annual Symposium on VLSI (ISVLSI) 2 citations Published 2019-07-15
Seq2Seq Deep Learning Models for Microtext Normalization (2019)

Ranjan Satapathy Yang Li Sandro Cavallari Erik Cambria

sentiment analysis normalization deep learning natural language processing computer science +1 more

2019 International Joint Conference on Neural Networks (IJCNN) 6 citations Published 2019-07-14
Generalized PatternAttribution for Neural Networks with Sigmoid Activations (2019)

Jiamei Sun Alexander Binder

activation function recurrent neural network convolutional neural network artificial neural network mnist database +5 more

2019 International Joint Conference on Neural Networks (IJCNN) Published 2019-07-14
Cross-project Defect Prediction via ASTToken2Vec and BLSTM-based Neural Network (2019)

Hao Li Xiaohong Li Xiang Chen Xiaofei Xie Yanzhou Mu Zhiyong Feng

abstract syntax tree deep learning artificial neural network security token software +6 more

2019 International Joint Conference on Neural Networks (IJCNN) Published 2019-07-14
PerSent 2.0: Persian Sentiment Lexicon Enriched with Domain-Specific Words (2019)

Kia Dashtipour Ali Raza Alexander F. Gelbukh Rui Zhang Erik Cambria Amir Hussain

sentiment analysis lexicon persian domain specific language the internet +4 more

International Conference on Brain Inspired Cognitive Systems 1 citations Published 2019-07-13
Intrinsic Complexity of Partial Learning (2019)

Sanjay Jain Efim B. Kinber

recursively enumerable language learnability reduction sequence theory of computation +7 more

algorithmic learning theory Published 2019-07-12
Coupled-Projection Residual Network for MRI Super-Resolution. (2019)

Chun-Mei Feng Kai Wang Shijian Lu Yong Xu Heng Kong Ling Shao

magnetic resonance imaging residual source code computer vision medical diagnosis +6 more

arXiv preprint arXiv:1907.05598 Published 2019-07-12
Experimental Demonstration of 3D Visible Light Positioning Using Received Signal Strength With Low-Complexity Trilateration Assisted by Deep Learning Technique (2019)

Pengfei Du Sheng Zhang Chen Chen Helin Yang Wen-De Zhong Ran Zhang Arokiaswami Alphones Yanbing Yang

trilateration system deployment computation rss deep learning +6 more

IEEE Access 6 citations Published 2019-07-10
DeepHunter: a coverage-guided fuzz testing framework for deep neural networks (2019)

Xiaofei Xie Lei Ma Felix Juefei-Xu Minhui Xue Hongxu Chen Yang Liu Jianjun Zhao Bo Li Jianxiong Yin Simon See

fuzz testing metamorphic testing boosting artificial neural network machine learning +6 more

Proceedings of the 28th ACM SIGSOFT International Symposium on Software Testing and Analysis 77 citations Published 2019-07-10
Crash-avoiding program repair (2019)

Xiang Gao Sergey Mechtaev Abhik Roychoudhury

test data fuzz testing oracle correctness overfitting +6 more

Proceedings of the 28th ACM SIGSOFT International Symposium on Software Testing and Analysis 10 citations Published 2019-07-10
Improving Deep Lesion Detection Using 3D Contextual and Spatial Attention (2019)

Qingyi Tao Qingyi Tao Zongyuan Ge Zongyuan Ge Jianfei Cai Jianxiong Yin Simon See

lesion object detection feature learning pattern recognition detector +6 more

arXiv preprint arXiv:1907.04052 Published 2019-07-09
Deep Quadruplet Appearance Learning for Vehicle Re-Identification (2019)

Jinhui Hou Huanqiang Zeng Jianqing Zhu Junhui Hou Jing Chen Kai-Kuang Ma

deep learning softmax function convolutional neural network discriminative model intelligent transportation system +6 more

IEEE Transactions on Vehicular Technology 4 citations Published 2019-07-09
Learning to Remove Reflections for Text Images (2019)

Ce Wang Renjie Wan Feng Gao Boxin Shi Ling-Yu Duan

pattern recognition embedding ignorance computer science prior probability +2 more

2019 IEEE International Conference on Multimedia and Expo (ICME) 1 citations Published 2019-07-08
Incorporating Category Taxonomy in Deep Reinforcement Learning Based Image Hashing (2019)

Qiang Fu Linsen Dong Ziyuan Liu Yong Luo Yonggang Wen Ying Li Ling-Yu Duan

hash function image retrieval reinforcement learning machine learning binary code +2 more

2019 IEEE International Conference on Multimedia and Expo (ICME) 1 citations Published 2019-07-08
Deep splitting method for parabolic PDEs (2019)

Christian Beck Sebastian Becker Patrick Cheridito Arnulf Jentzen Ariel Neufeld

parabola mathematical finance stochastic control numerical analysis applied mathematics +5 more

arXiv: Numerical Analysis 35 citations Published 2019-07-08
Deep Attentive Factorization Machine for App Recommendation Service (2019)

Chenkai Guo Yifan Xu Xiaolei Hou Naipeng Dong Jing Xu Quanqi Ye

web service deep learning word2vec semantics information retrieval +6 more

2019 IEEE International Conference on Web Services (ICWS) 4 citations Published 2019-07-08
Competitive STDP-based Feature Representation Learning for Sound Event Classification (2019)

Jibin Wu Malu Zhang Haizhou Li Yansong Chua

feature learning deep learning spiking neural network neural coding biological plausibility +6 more

2019 International Joint Conference on Neural Networks (IJCNN) Published 2019-07-08
Bootstrap Model Ensemble and Rank Loss for Engagement Intensity Regression (2019)

Kai Wang Jianfei Yang Da Guo Kaipeng Zhang Xiaojiang Peng Yu Qiao

bootstrap aggregating bootstrap model ranking bootstrapping regression +6 more

arXiv preprint arXiv:1907.03422 Published 2019-07-08
A Survey of Intelligent Reflecting Surfaces (IRSs): Towards 6G Wireless Communication Networks (2019)

Jun Zhao

wireless network wireless mimo telecommunications network channel +6 more

arXiv preprint arXiv:1907.04789 53 citations Published 2019-07-08

Previous Next

Validation of a Bayesian Belief Network (BBN) Model of an Offshore Decommissioning Operation (2019)

T-DLA: An Open-source Deep Learning Accelerator for Ternarized DNN Models on Embedded FPGA (2019)

Seq2Seq Deep Learning Models for Microtext Normalization (2019)

Generalized PatternAttribution for Neural Networks with Sigmoid Activations (2019)

Cross-project Defect Prediction via ASTToken2Vec and BLSTM-based Neural Network (2019)

PerSent 2.0: Persian Sentiment Lexicon Enriched with Domain-Specific Words (2019)

Intrinsic Complexity of Partial Learning (2019)

Coupled-Projection Residual Network for MRI Super-Resolution. (2019)

Experimental Demonstration of 3D Visible Light Positioning Using Received Signal Strength With Low-Complexity Trilateration Assisted by Deep Learning Technique (2019)

DeepHunter: a coverage-guided fuzz testing framework for deep neural networks (2019)

Crash-avoiding program repair (2019)

Improving Deep Lesion Detection Using 3D Contextual and Spatial Attention (2019)

Deep Quadruplet Appearance Learning for Vehicle Re-Identification (2019)

Learning to Remove Reflections for Text Images (2019)

Incorporating Category Taxonomy in Deep Reinforcement Learning Based Image Hashing (2019)

Deep splitting method for parabolic PDEs (2019)

Deep Attentive Factorization Machine for App Recommendation Service (2019)

Competitive STDP-based Feature Representation Learning for Sound Event Classification (2019)

Bootstrap Model Ensemble and Rank Loss for Engagement Intensity Regression (2019)

A Survey of Intelligent Reflecting Surfaces (IRSs): Towards 6G Wireless Communication Networks (2019)