Publications - Machine Learning SG

An Efficient Artificial Intelligence Framework for UAV Systems (2019)

Enkhtogtokh Togootogtokh Sunan Huang Wai Lun Leong Rodney Teo Swee Huat Gian Luca Foresti Christian Micheloni Niki Maritnel

applications of artificial intelligence drone commercial software deep learning computer science +1 more

2019 Twelfth International Conference on Ubi-Media Computing (Ubi-Media) Published 2019-08-01
Alzheimer's Disease Diagnosis Model Based on Three-Dimensional Full Convolutional DenseNet (2019)

Guangyu He An Ping Xi Wang Yufei Zhu

medical diagnosis deep learning dementia convolutional neural network sample size determination +6 more

2019 10th International Conference on Information Technology in Medicine and Education (ITME) 1 citations Published 2019-08-01
Aligning Learning Outcomes to Learning Resources: A Lexico-Semantic Spatial Approach. (2019)

Swarnadeep Saha Malolan Chetlur Tejas Indulal Dhamecha W M Gayathri K Wijayarathna Red Mendoza Paul Gagnon Nabil Zary Shantanu Godbole

lexico natural language processing computer science artificial intelligence

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence 2 citations Published 2019-08-01
Adapting BERT for Target-Oriented Multimodal Sentiment Classification (2019)

Jianfei Yu Jianfei Yu Jing Jiang

natural language processing computer science artificial intelligence

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence 12 citations Published 2019-08-01
A study on wrist identification for forensic investigation (2019)

Wojciech Michal Matkowski Frodo Kin Sun Chan Adams Wai Kin Kong

crime scene biometrics segmentation gesture computer vision +6 more

Image and Vision Computing 2 citations Published 2019-08-01
A Novel Distribution-Embedded Neural Network for Sensor-Based Activity Recognition (2019)

Hangwei Qian Sinno Jialin Pan Bingshui Da Chunyan Miao

artificial neural network activity recognition pattern recognition computer science artificial intelligence

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence 2 citations Published 2019-08-01
A feature learning approach based on XGBoost for driving assessment and risk prediction (2019)

Xiupeng Shi Yiik Diew Wong Michael Zhi-Feng Li Chandrasekar Palanisamy Chen Chai

feature selection feature learning feature extraction ranking resampling +6 more

Accident Analysis & Prevention 13 citations Published 2019-08-01
A Deep Learning Method for Power Fluctuation Identification from Frequency Fluctuations (2019)

Shuli Wen Tianyang Zhao Yu Wang Yi Tang Yan Xu Pengfei Li

automatic generation control electric power system recurrent neural network renewable energy power balance +6 more

2019 IEEE Power & Energy Society General Meeting (PESGM) Published 2019-08-01
Multiple Object Tracking With Attention to Appearance, Structure, Motion and Size (2019)

Hasith Karunasekera Han Wang Handuo Zhang

video tracking vehicle tracking system hungarian algorithm robustness histogram +6 more

IEEE Access 32 citations Published 2019-07-31
Industry Return Predictability: A Machine Learning Approach (2019)

David E. Rapach Jack K. Strauss Jun Tu Guofu Zhou

portfolio risk premium systematic risk predictability performance measurement +6 more

The Journal of Financial Data Science 5 citations Published 2019-07-31
Artificial Intelligence Screening for Diabetic Retinopathy: the Real-World Emerging Application (2019)

Valentina Bellemo Gilbert Lim Tyler Hyungtaek Rim Gavin S W Tan Carol Y Cheung SriniVas Sadda Ming-Guang He Adnan Tufail Mong Li Lee Wynne Hsu Daniel Shu Wei Ting

mass screening applications of artificial intelligence cost effectiveness deep learning global health +5 more

Current Diabetes Reports 23 citations Published 2019-07-31
Subgroup identification via homogeneity pursuit for dense longitudinal/spatial data. (2019)

Jialiang Li Mu Yue Wenyang Zhang

personalized medicine change detection homogeneity spatial analysis diffusion mri +6 more

Statistics in Medicine 2 citations Published 2019-07-30
Generative API usage code recommendation with parameter concretization (2019)

Chi Chen Xin Peng Jun Sun Zhenchang Xing Xin Wang Yifan Zhao Hairui Zhang Wenyun Zhao

application programming interface deep learning java android data dependency +5 more

Science in China Series F: Information Sciences 2 citations Published 2019-07-30
Fertility-GRU: Identifying Fertility-Related Proteins by Incorporating Deep-Gated Recurrent Units and Original Position-Specific Scoring Matrix Profiles. (2019)

Nguyen Quoc Khanh Le

protein function prediction matthews correlation coefficient overfitting deep learning recurrent neural network +6 more

Journal of Proteome Research 9 citations Published 2019-07-30
Degeneracy in Self-Calibration Revisited and a Deep Learning Solution for Uncalibrated SLAM. (2019)

Bingbing Zhuang Quoc-Huy Tran Pan Ji Gim Hee Lee Loong Fah Cheong Manmohan Chandraker

intrinsics deep learning simultaneous localization and mapping convolutional neural network distortion +6 more

arXiv preprint arXiv:1907.13185 4 citations Published 2019-07-30
TEA-DNN: the Quest for Time-Energy-Accuracy Co-optimized Deep Neural Networks (2019)

Lile Cai Anne-Maelle Barneche Arthur Herbout Chuan Sheng Foo Jie Lin Vijay Ramaseshan Chandrasekhar Mohamed M. Sabry Aly

deep learning energy consumption convolutional neural network network architecture multi objective optimization +6 more

2019 IEEE/ACM International Symposium on Low Power Electronics and Design (ISLPED) 1 citations Published 2019-07-29
Unsupervised Online Video Object Segmentation with Motion Property Understanding (2019)

Tao Zhuo Zhiyong Cheng Peng Zhang Yongkang Wong Mohan Kankanhalli

segmentation computer vision computer science artificial intelligence online video

Elements Published 2019-07-26
Projection-based Augmented Reality Interface for Robot Grasping Tasks (2019)

L. L. Gong S. K. Ong A. Y. C. Nee

augmented reality workspace robot human robot interaction frame of reference +6 more

Proceedings of the 2019 4th International Conference on Robotics, Control and Automation Published 2019-07-26
On Human-like Performance Artificial Intelligence: A Demonstration Using an Atari Game (2019)

Seng-Beng Ho Xiwen Yang Therese Quieta Gangeshwar Krishnamurthy Fiona Liausvia

reinforcement learning deep learning software deployment robot disaster area +5 more

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops Published 2019-07-26
UrbanFM: Inferring Fine-Grained Urban Flows (2019)

Yuxuan Liang Kun Ouyang Lin Jing Sijie Ruan Ye Liu Junbo Zhang David S. Rosenblum Yu Zheng

smart city urban computing deep learning subnet upsampling +6 more

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining 22 citations Published 2019-07-25

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An Efficient Artificial Intelligence Framework for UAV Systems (2019)

Alzheimer's Disease Diagnosis Model Based on Three-Dimensional Full Convolutional DenseNet (2019)

Aligning Learning Outcomes to Learning Resources: A Lexico-Semantic Spatial Approach. (2019)

Adapting BERT for Target-Oriented Multimodal Sentiment Classification (2019)

A study on wrist identification for forensic investigation (2019)

A Novel Distribution-Embedded Neural Network for Sensor-Based Activity Recognition (2019)

A feature learning approach based on XGBoost for driving assessment and risk prediction (2019)

A Deep Learning Method for Power Fluctuation Identification from Frequency Fluctuations (2019)

Multiple Object Tracking With Attention to Appearance, Structure, Motion and Size (2019)

Industry Return Predictability: A Machine Learning Approach (2019)

Artificial Intelligence Screening for Diabetic Retinopathy: the Real-World Emerging Application (2019)

Subgroup identification via homogeneity pursuit for dense longitudinal/spatial data. (2019)

Generative API usage code recommendation with parameter concretization (2019)

Fertility-GRU: Identifying Fertility-Related Proteins by Incorporating Deep-Gated Recurrent Units and Original Position-Specific Scoring Matrix Profiles. (2019)

Degeneracy in Self-Calibration Revisited and a Deep Learning Solution for Uncalibrated SLAM. (2019)

TEA-DNN: the Quest for Time-Energy-Accuracy Co-optimized Deep Neural Networks (2019)

Unsupervised Online Video Object Segmentation with Motion Property Understanding (2019)

Projection-based Augmented Reality Interface for Robot Grasping Tasks (2019)

On Human-like Performance Artificial Intelligence: A Demonstration Using an Atari Game (2019)

UrbanFM: Inferring Fine-Grained Urban Flows (2019)