Publications - Machine Learning SG

Sentence-level evidence embedding for claim verification with hierarchical attention networks (2019)

Jing Ma Wei Gao Shafiq R. Joty Kam-Fai Wong

semantic similarity sentence logical consequence natural language processing computer science +5 more

Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics 14 citations Published 2019-07-01
Robust Sound Localization of Sound Sources using Deep Convolution Network (2019)

J. J. Tong Y. F. Zhang

acoustic source localization microphone microphone array convolutional neural network feature extraction +6 more

2019 IEEE 15th International Conference on Control and Automation (ICCA) Published 2019-07-01
Robust Representation Learning of Biomedical Names (2019)

Minh C. Phan Aixin Sun Yi Tay

feature learning rendering natural language processing computer science encode +3 more

Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics 6 citations Published 2019-07-01
Restructured frame-of-reference training improves rating accuracy (2019)

Ming Hong Tsai Serena Wee Brandon Koh

frame of reference computer science computer vision artificial intelligence

Journal of Organizational Behavior Published 2019-07-01
Relative Docking via Range-only Measurements (2019)

Kun Cao Zhirong Qiu Lihua Xie

odometry robot trajectory controller landmark +5 more

2019 IEEE 15th International Conference on Control and Automation (ICCA) 1 citations Published 2019-07-01
Reference Network for Neural Machine Translation. (2019)

Han Fu Chenghao Liu Jianling Sun

machine translation sentence decoding methods coding natural language processing +6 more

Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics Published 2019-07-01
Real-time Robust Multi-lane Detection and Tracking in Challenging Urban Scenarios (2019)

Hui Zhou Handuo Zhang Karunasekera Hasith Han Wang

robustness probabilistic logic computer vision computer science energy minimization +4 more

2019 IEEE 4th International Conference on Advanced Robotics and Mechatronics (ICARM) Published 2019-07-01
Real Time Multiple Object Tracking using Deep Features and Localization Information (2019)

Hasith Karunasekera Handuo Zhang Han Wang

video tracking minimum bounding box hungarian algorithm frame rate computational complexity theory +6 more

2019 IEEE 15th International Conference on Control and Automation (ICCA) Published 2019-07-01
Predicting Stroke from Electronic Health Records (2019)

Chidozie Shamrock Nwosu Soumyabrata Dev Peru Bhardwaj Bharadwaj Veeravalli Deepu John

medical record stroke benchmark machine learning computer science +3 more

2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) 3 citations Published 2019-07-01
PositNN Framework: Tapered Precision Deep Learning Inference for the Edge (2019)

Hamed F. Langroudi Zachariah Carmichael John L. Gustafson Dhireesha Kudithipudi

deep learning artificial neural network mnist database floating point memory footprint +6 more

2019 IEEE Space Computing Conference (SCC) 3 citations Published 2019-07-01
Planning Swift Maneuvers of Quadcopter Using Motion Primitives Explored by Reinforcement Learning (2019)

Efe Camci Erdal Kayacan

quadcopter reinforcement learning obstacle computer vision computer science +2 more

2019 American Control Conference (ACC) 3 citations Published 2019-07-01
Performance Evaluation of a Foot Interface to Operate a Robot Arm (2019)

Yanpei Huang Etienne Burdet Lin Cao Phuoc Thien Phan Anthony Meng Huat Tiong Pai Zheng Soo Jay Phee

robotic arm robot kinematics robotics robot control system +6 more

IEEE Robotics and Automation Letters 2 citations Published 2019-07-01
Optimal Feature Subset Determination for High-Dimensional Datasets in Manufacturing Processes (2019)

Yuhang Fang Xiang Li Wen Feng Lu

feature selection ranking pattern recognition computer science artificial intelligence +5 more

2019 1st International Conference on Industrial Artificial Intelligence (IAI) Published 2019-07-01
Music Genre Classification using Residual Attention Network (2019)

Quang H. Nguyen Trang T. T. Do Thanh B. Chu Loan V. Trinh Dung H. Nguyen Cuong V. Phan Tuan A. Phan Dung V. Doan Hung N. Pham Binh P. Nguyen Matthew C. H. Chua

test set stochastic gradient descent image processing residual pattern recognition +6 more

2019 International Conference on System Science and Engineering (ICSSE) 1 citations Published 2019-07-01
Multimodal Detection of Parkinson Disease based on Vocal and Improved Spiral Test (2019)

Hung N. Pham Trang T. T. Do Kelvin Yi Jie Chan Gopa Sen Andy Y. K. Han Pier Lim Teresa Siew Loon Cheng Quang H. Nguyen Binh P. Nguyen Matthew C. H. Chua

test data boosting cluster analysis k means clustering classifier +6 more

2019 International Conference on System Science and Engineering (ICSSE) 1 citations Published 2019-07-01
Modeling intra-relation in math word problems with different functional multi-head attentions (2019)

Jierui Li Lei Wang Jipeng Zhang Yan Wang Bing Tian Dai Dongxiang Zhang

word problem deep learning machine learning computer science artificial intelligence

Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics 6 citations Published 2019-07-01
MCP: a Multi-Component learning machine to Predict protein secondary structure (2019)

Leila Khalatbari Mohammad Reza Kangavari Saeid Hosseini Saeid Hosseini Hongzhi Yin Ngai-Man Cheung

protein structure k nearest neighbors algorithm support vector machine protein secondary structure protein sequencing +6 more

Computers in Biology and Medicine 2 citations Published 2019-07-01
Learning From Personal Longitudinal Dialog Data (2019)

Charles Welch Veronica Perez-Rosas Jonathan K. Kummerfeld Rada Mihalcea Erik Cambria

dialog box classifier word error rate natural language processing computer science +3 more

The Missouri Review 8 citations Published 2019-07-01
Incorporating Human Knowledge in Neural Relation Extraction with Reinforcement Learning (2019)

Bing Liu Guilin Qi Lu Pan Shangfu Duan Tianxing Wu

relationship extraction reinforcement learning artificial neural network machine learning encode +6 more

2019 International Joint Conference on Neural Networks (IJCNN) Published 2019-07-01
Improving the Robustness of Question Answering Systems to Question Paraphrasing (2019)

Wee Chung Gan Hwee Tou Ng

question answering paraphrase test set generalizability theory robustness +3 more

Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics 15 citations Published 2019-07-01

Previous Next

Sentence-level evidence embedding for claim verification with hierarchical attention networks (2019)

Robust Sound Localization of Sound Sources using Deep Convolution Network (2019)

Robust Representation Learning of Biomedical Names (2019)

Restructured frame-of-reference training improves rating accuracy (2019)

Relative Docking via Range-only Measurements (2019)

Reference Network for Neural Machine Translation. (2019)

Real-time Robust Multi-lane Detection and Tracking in Challenging Urban Scenarios (2019)

Real Time Multiple Object Tracking using Deep Features and Localization Information (2019)

Predicting Stroke from Electronic Health Records (2019)

PositNN Framework: Tapered Precision Deep Learning Inference for the Edge (2019)

Planning Swift Maneuvers of Quadcopter Using Motion Primitives Explored by Reinforcement Learning (2019)

Performance Evaluation of a Foot Interface to Operate a Robot Arm (2019)

Optimal Feature Subset Determination for High-Dimensional Datasets in Manufacturing Processes (2019)

Music Genre Classification using Residual Attention Network (2019)

Multimodal Detection of Parkinson Disease based on Vocal and Improved Spiral Test (2019)

Modeling intra-relation in math word problems with different functional multi-head attentions (2019)

MCP: a Multi-Component learning machine to Predict protein secondary structure (2019)

Learning From Personal Longitudinal Dialog Data (2019)

Incorporating Human Knowledge in Neural Relation Extraction with Reinforcement Learning (2019)

Improving the Robustness of Question Answering Systems to Question Paraphrasing (2019)