Publications - Machine Learning SG

Cardiac Image Segmentation and Shape Modeling (2019)

Min Wan Liang Zhong Ru San Tan

image segmentation computer vision computer science artificial intelligence

Published 2019-05-01
Boosting Positive and Unlabeled Learning for Anomaly Detection With Multi-Features (2019)

Jiaqi Zhang Zhenzhen Wang Jingjing Meng Yap-Peng Tan Junsong Yuan

anomaly detection boosting classifier hidden markov model word error rate +6 more

IEEE Transactions on Multimedia 4 citations Published 2019-05-01
Big data and machine learning algorithms for health-care delivery (2019)

Kee Yuan Ngiam Kee Yuan Ngiam Ing Wei Khor

big data artificial neural network information privacy health care health services research +7 more

Lancet Oncology 120 citations Published 2019-05-01
Automatic Targeting of Plant Cells via Cell Segmentation and Robust Scene-Adaptive Tracking (2019)

Ishara Paranawithana Zhong Hoo Chau Liangjing Yang Zhong Chen Kamal Youcef-Toumi U-Xuan Tan

image segmentation segmentation thresholding eye tracking computer vision +6 more

2019 International Conference on Robotics and Automation (ICRA) Published 2019-05-01
Automatic hourly solar forecasting using machine learning models (2019)

Gokhan Mert Yagli Dazhi Yang Dipti Srinivasan

machine learning implementation hindsight bias computer science artificial intelligence +6 more

Renewable & Sustainable Energy Reviews 38 citations Published 2019-05-01
Automatic evaluation of end-to-end dialog systems with adequacy-fluency metrics (2019)

Luis Fernando D'Haro Rafael E. Banchs Chiori Hori Haizhou Li

dialog system dialog box sentence natural language processing fluency +6 more

Computer Speech & Language 5 citations Published 2019-05-01
Artificial intelligence using deep learning to screen for referable and vision-threatening diabetic retinopathy in Africa: a clinical validation study. (2019)

Valentina Bellemo Zhan W Lim Gilbert Lim Quang D Nguyen Yuchen Xie Michelle Y T Yip Haslina Hamzah Jinyi Ho Xin Q Lee Wynne Hsu Mong L Lee Lillian Musonda Manju Chandran Grace Chipalo-Mutati Mulenga Muma Gavin S W Tan Sobha Sivaprasad Geeta Menon Tien Y Wong Daniel S W Ting

diabetic retinopathy diabetes mellitus population fundus medicine +5 more

The Lancet. Digital health 35 citations Published 2019-05-01
Analysis of Circuit Aging on Accuracy Degradation of Deep Neural Network Accelerator (2019)

Wenye Liu Chip-Hong Chang

throughput timing margin artificial neural network deep learning hardware acceleration +6 more

2019 IEEE International Symposium on Circuits and Systems (ISCAS) Published 2019-05-01
An accurate partially attracted firefly algorithm (2019)

Lingyun Zhou Lingyun Zhou Lixin Ding Maode Ma Maode Ma Wan Tang

firefly algorithm computational complexity theory swarm behaviour convergence attractiveness +5 more

Computing 6 citations Published 2019-05-01
Airtight Estimation Based on Distant Region Segmentation (2019)

Yi Wang Lap-Pui Chau Xiaoxi Ma

image segmentation haze pixel segmentation computer vision +5 more

2019 IEEE International Symposium on Circuits and Systems (ISCAS) Published 2019-05-01
Active Design Aided Deep Learning for Reliability of DC-Link Capacitor in Traction Drive System (2019)

Bo Yao Xinglai Ge Lingzhou Shu Yichi Zhang Huiming Wang Bin Gou

capacitor film capacitor artificial neural network deep learning network model +5 more

2019 IEEE Transportation Electrification Conference and Expo, Asia-Pacific (ITEC Asia-Pacific) Published 2019-05-01
Accurate tunable-Q wavelet transform based method for QRS complex detection (2019)

Ashish Sharma Shivnarayan Patidar Abhay Upadhyay U. Rajendra Acharya U. Rajendra Acharya U. Rajendra Acharya

wavelet wavelet transform qrs complex remote patient monitoring pattern recognition +3 more

Computers & Electrical Engineering 13 citations Published 2019-05-01
A Wearable, Patient-Adaptive Freezing of Gait Detection System for Biofeedback Cueing in Parkinson's Disease (2019)

Val Mikos Chun-Huat Heng Arthur Tay Shih-Cheng Yen Nicole Shuang Yu Chia Karen Mui Ling Koh Dawn May Leng Tan Wing Lok Au

wearable computer sensor node biofeedback gait feature extraction +6 more

IEEE Transactions on Biomedical Circuits and Systems 7 citations Published 2019-05-01
A Two-Stage Outlier Filtering Framework for City-Scale Localization Using 3D SfM Point Clouds (2019)

Wentao Cheng Kan Chen Weisi Lin Michael Goesele Xinfeng Zhang Yabin Zhang

outlier intrinsics visibility graph point cloud filter +6 more

IEEE Transactions on Image Processing 2 citations Published 2019-05-01
A review on EMG-based motor intention prediction of continuous human upper limb motion for human-robot collaboration (2019)

Luzheng Bi Aberham ->Genetu Feleke Cuntai Guan

motion estimation kinematics human robot interaction electromyography computer vision +6 more

Biomedical Signal Processing and Control 38 citations Published 2019-05-01
A Novel Passive Magnetic Localization Wearable System for Wireless Capsule Endoscopy (2019)

Guoliang Shao Yuchao Tang Lin Tang Qiqi Dai Yong-Xin Guo

noise measurement active noise control measurement uncertainty earth s magnetic field wireless +6 more

IEEE Sensors Journal 6 citations Published 2019-05-01
A Novel Ensemble ELM for Human Activity Recognition Using Smartphone Sensors (2019)

Zhenghua Chen Chaoyang Jiang Lihua Xie

ensemble learning extreme learning machine feature extraction activity recognition feature engineering +6 more

IEEE Transactions on Industrial Informatics 24 citations Published 2019-05-01
A Multimodal LSTM for Predicting Listener Empathic Responses Over Time (2019)

Zhi-Xuan Tan Arushi Goel Thanh-Son Nguyen Desmond C. Ong

test set speech recognition concordance correlation coefficient artificial intelligence computer science +1 more

2019 14th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2019) 4 citations Published 2019-05-01
A Novel Wide Area Multiple Azimuth Beam ISAR Imaging System (2019)

Taoli Yang Lei Yang Guoan Bi Yong Wang

inverse synthetic aperture radar radar imaging radar azimuth aperture +6 more

IEEE Access 1 citations Published 2019-04-30
The influence of relatedness proportion on the joint relationship among word frequency, stimulus quality, and semantic priming in the lexical decision task. (2019)

Andrew J Aschenbrenner Melvin J Yap

lexical decision task priming word lists by frequency stimulus natural language processing +3 more

Quarterly Journal of Experimental Psychology Published 2019-04-28

Previous Next

Cardiac Image Segmentation and Shape Modeling (2019)

Boosting Positive and Unlabeled Learning for Anomaly Detection With Multi-Features (2019)

Big data and machine learning algorithms for health-care delivery (2019)

Automatic Targeting of Plant Cells via Cell Segmentation and Robust Scene-Adaptive Tracking (2019)

Automatic hourly solar forecasting using machine learning models (2019)

Automatic evaluation of end-to-end dialog systems with adequacy-fluency metrics (2019)

Artificial intelligence using deep learning to screen for referable and vision-threatening diabetic retinopathy in Africa: a clinical validation study. (2019)

Analysis of Circuit Aging on Accuracy Degradation of Deep Neural Network Accelerator (2019)

An accurate partially attracted firefly algorithm (2019)

Airtight Estimation Based on Distant Region Segmentation (2019)

Active Design Aided Deep Learning for Reliability of DC-Link Capacitor in Traction Drive System (2019)

Accurate tunable-Q wavelet transform based method for QRS complex detection (2019)

A Wearable, Patient-Adaptive Freezing of Gait Detection System for Biofeedback Cueing in Parkinson's Disease (2019)

A Two-Stage Outlier Filtering Framework for City-Scale Localization Using 3D SfM Point Clouds (2019)

A review on EMG-based motor intention prediction of continuous human upper limb motion for human-robot collaboration (2019)

A Novel Passive Magnetic Localization Wearable System for Wireless Capsule Endoscopy (2019)

A Novel Ensemble ELM for Human Activity Recognition Using Smartphone Sensors (2019)

A Multimodal LSTM for Predicting Listener Empathic Responses Over Time (2019)

A Novel Wide Area Multiple Azimuth Beam ISAR Imaging System (2019)

The influence of relatedness proportion on the joint relationship among word frequency, stimulus quality, and semantic priming in the lexical decision task. (2019)