Publications - Machine Learning SG

Biomedical image classification based on a feature concatenation and ensemble of deep CNNs (2019)

Long D. Nguyen Ruihan Gao Dongyun Lin Zhiping Lin

concatenation deep learning convolutional neural network computational intelligence pattern recognition +3 more

Journal of Ambient Intelligence and Humanized Computing 5 citations Published 2019-03-19
A Multi-Path Compensation Method for Ranging in Wearable Ultrasonic Sensor Networks for Human Gait Analysis. (2019)

Karalikkadan Ashhar Mohammad Omar Khyam Cheong Boon Soh

gait ultrasonic sensor ranging gait analysis motion capture +6 more

Sensors Published 2019-03-18
Geotagging tweets to landmarks using convolutional neural networks with text and posting time (2019)

Kwan Hui Lim Shanika Karunasekera Aaron Harwood Yasmeen George

geotagging convolutional neural network artificial neural network machine learning geolocation +3 more

Proceedings of the 24th International Conference on Intelligent User Interfaces 2 citations Published 2019-03-16
Real-Time 6DOF Pose Estimation of Endoscopic Instruments Using Printable Markers (2019)

Aniket Gadwe Hongliang Ren

pose six degrees of freedom standard deviation distortion monocular vision +6 more

IEEE Sensors Journal 3 citations Published 2019-03-15
Multi-label Cloud Segmentation Using a Deep Network (2019)

Soumyabrata Dev Shilpa Manandhar Yee Hui Lee Stefan Winkler

image segmentation cloud computing segmentation deep learning computer vision +6 more

arXiv preprint arXiv:1903.06562 1 citations Published 2019-03-15
GEE: A Gradient-based Explainable Variational Autoencoder for Network Anomaly Detection (2019)

Quoc Phong Nguyen Kar Wai Lim Dinil Mon Divakaran Kian Hsiang Low Mun Choon Chan

autoencoder anomaly detection netflow statistical model pattern recognition +5 more

arXiv preprint arXiv:1903.06661 2 citations Published 2019-03-15
DeepCT: Tomographic Combinatorial Testing for Deep Learning Systems (2019)

Lei Ma Felix Juefei-Xu Minhui Xue Bo Li Li Li Yang Liu Jianjun Zhao

robustness software feature vector deep learning machine learning +6 more

2019 IEEE 26th International Conference on Software Analysis, Evolution and Reengineering (SANER) 44 citations Published 2019-03-15
Applying Probabilistic Programming to Affective Computing (2019)

Desmond C. Ong Harold Soh Jamil Zaki Noah D. Goodman

probabilistic logic affective computing executable software framework inference +5 more

arXiv preprint arXiv:1903.06445 Published 2019-03-15
Global Evolution of Research in Artificial Intelligence in Health and Medicine: A Bibliometric Study (2019)

Bach Xuan Tran Bach Xuan Tran Giang Thu Vu Giang Hai Ha Quan-Hoang Vuong Manh-Tung Ho Thu-Trang Vuong Viet-Phuong La Manh-Toan Ho Kien-Cuong P Nghiem Huong Lan Thi Nguyen Carl A Latkin Wilson W S Tam Ngai-Man Cheung Hong-Kong T Nguyen Cyrus S H Ho Roger C M Ho

scientific literature global network content analysis descriptive statistics natural language +5 more

Journal of Clinical Medicine 76 citations Published 2019-03-14
MMKG: Multi-Modal Knowledge Graphs (2019)

Ye Liu Hui Li Alberto Garcia-Duran Mathias Niepert Daniel Onoro-Rubio David S. Rosenblum

modal machine learning computer science artificial intelligence knowledge graph

arXiv preprint arXiv:1903.05485 2 citations Published 2019-03-13
Modal classification in optical waveguides using deep learning (2019)

Gandhi Alagappan Ching Eng Png

waveguide nanophotonics photonics modal waveguide +4 more

Journal of Modern Optics 8 citations Published 2019-03-12
Unmasking Clever Hans predictors and assessing what machines really learn. (2019)

Sebastian Lapuschkin Stephan Wäldchen Alexander Binder Grégoire Montavon Wojciech Samek Klaus Robert Müller Klaus Robert Müller Klaus Robert Müller

dependability machine learning computer science transparency artificial intelligence +1 more

Nature Communications 229 citations Published 2019-03-11
OSense: Object-activity Identification Based on Gasping Posture and Motion (2019)

Thisum Buddhika Haimo Zhang Chamod Weerasinghe Suranga Nanayakkara Roger Zimmermann

activity recognition grasp geometric shape inertial measurement unit wearable computer +3 more

Proceedings of the 10th Augmented Human International Conference 2019 on Published 2019-03-11
Gaze Estimation Using Residual Neural Network (2019)

En Teng Wong Seanglidet Yean Qingyao Hu Bu Sung Lee Jigang Liu Rajan Deepu

eye tracking gaze deep learning image histogram histogram +6 more

2019 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops) 1 citations Published 2019-03-11
Rolling-Shutter-Aware Differential SfM and Image Rectification (2019)

Bingbing Zhuang Loong-Fah Cheong Gim Hee Lee

rolling shutter shutter image rectification image warping pose +6 more

arXiv preprint arXiv:1903.03943 Published 2019-03-10
Deep Learning for UL/DL Channel Calibration in Generic Massive MIMO Systems (2019)

Chongwen Huang George C. Alexandropoulos Alessio Zappone Chau Yuen Mérouane Debbah

mimo channel channel state information telecommunications link deep learning +6 more

arXiv preprint arXiv:1903.02875 1 citations Published 2019-03-07
Robust Video Background Identification by Dominant Rigid Motion Estimation (2019)

Kaimo Lin Nianjuan Jiang Loong Fah Cheong Jiangbo Lu Xun Xu

epipolar geometry image stabilization image stitching segmentation computer vision +4 more

arXiv preprint arXiv:1903.02232 Published 2019-03-06
Machine-learning reprogrammable metasurface imager. (2019)

Lianlin Li Hengxin Ruan Che Liu Ying Li Ya Shuang Andrea Alù Cheng-Wei Qiu Tie Jun Cui

data acquisition computer vision raw data gesture computer science +2 more

Nature Communications 106 citations Published 2019-03-06
CANet: Class-Agnostic Segmentation Networks with Iterative Refinement and Attentive Few-Shot Learning (2019)

Chi Zhang Guosheng Lin Fayao Liu Rui Yao Chunhua Shen

segmentation iterative refinement convolutional neural network pattern recognition computer science +3 more

arXiv preprint arXiv:1903.02351 3 citations Published 2019-03-06
Improving Cross-Domain Chinese Word Segmentation with Word Embeddings (2019)

Yuxiao Ye Weikang Li Yue Zhang Likun Qiu Jian Sun

noun segmentation natural language processing computer science sampling +2 more

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers) 9 citations Published 2019-03-05

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Biomedical image classification based on a feature concatenation and ensemble of deep CNNs (2019)

A Multi-Path Compensation Method for Ranging in Wearable Ultrasonic Sensor Networks for Human Gait Analysis. (2019)

Geotagging tweets to landmarks using convolutional neural networks with text and posting time (2019)

Real-Time 6DOF Pose Estimation of Endoscopic Instruments Using Printable Markers (2019)

Multi-label Cloud Segmentation Using a Deep Network (2019)

GEE: A Gradient-based Explainable Variational Autoencoder for Network Anomaly Detection (2019)

DeepCT: Tomographic Combinatorial Testing for Deep Learning Systems (2019)

Applying Probabilistic Programming to Affective Computing (2019)

Global Evolution of Research in Artificial Intelligence in Health and Medicine: A Bibliometric Study (2019)

MMKG: Multi-Modal Knowledge Graphs (2019)

Modal classification in optical waveguides using deep learning (2019)

Unmasking Clever Hans predictors and assessing what machines really learn. (2019)

OSense: Object-activity Identification Based on Gasping Posture and Motion (2019)

Gaze Estimation Using Residual Neural Network (2019)

Rolling-Shutter-Aware Differential SfM and Image Rectification (2019)

Deep Learning for UL/DL Channel Calibration in Generic Massive MIMO Systems (2019)

Robust Video Background Identification by Dominant Rigid Motion Estimation (2019)

Machine-learning reprogrammable metasurface imager. (2019)

CANet: Class-Agnostic Segmentation Networks with Iterative Refinement and Attentive Few-Shot Learning (2019)

Improving Cross-Domain Chinese Word Segmentation with Word Embeddings (2019)