Publications - Machine Learning SG

A Data-Driven Optimisation Approach to Urban Multi-Site Selection for Public Services and Retails (2019)

Tian Feng Feiyi Fan Tomasz Bednarz

site selection urban area zoning transport engineering data driven +4 more

The 17th International Conference on Virtual-Reality Continuum and its Applications in Industry on Published 2019-11-14
Unsupervised Domain Adaptation on Reading Comprehension (2019)

Yu Cao Meng Fang Baosheng Yu Joey Tianyi Zhou

filter machine learning reading comprehension computer science artificial intelligence +2 more

arXiv: Computation and Language 1 citations Published 2019-11-13
Towards Class-Balancing Human Comfort Datasets with GANs (2019)

Matias Quintana Clayton Miller

thermal comfort built environment building automation machine learning computer science +2 more

Proceedings of the 6th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation 2 citations Published 2019-11-13
Heterogeneous Transfer Learning for Thermal Comfort Modeling (2019)

Weizheng Hu Yong Luo Zongqing Lu Yonggang Wen

data modeling transfer of learning thermal comfort knowledge transfer artificial neural network +5 more

Proceedings of the 6th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation 2 citations Published 2019-11-13
Diagnosis of Parkinson's disease from electroencephalography signals using linear and self‐similarity features (2019)

Ankit A. Bhurane Shivani Dhok Manish Sharma Rajamanickam Yuvaraj Murugappan Murugappan U. Rajendra Acharya U. Rajendra Acharya

electroencephalography parkinson s disease support vector machine pattern recognition self similarity +2 more

Expert Systems 2 citations Published 2019-11-13
Computational geometric tools for quantitative comparison of locomotory behavior. (2019)

Matthew T. Stamps Soo Go Ajay S. Mathuru Ajay S. Mathuru Ajay S. Mathuru

distortion trajectory pattern recognition alarm spite +5 more

Scientific Reports 5 citations Published 2019-11-12
Compact single-shot metalens depth sensors inspired by eyes of jumping spiders. (2019)

Qi Guo Zhujun Shi Yao-Wei Huang Yao-Wei Huang Emma Alexander Cheng-Wei Qiu Federico Capasso Todd Zickler

aperture depth perception pixel ray computation +6 more

Proceedings of the National Academy of Sciences of the United States of America 12 citations Published 2019-11-12
An Early Diagnosis of Oral Cancer based on Three-Dimensional Convolutional Neural Networks (2019)

Shipu Xu Yong Liu Wenwen Hu Chenxi Zhang Chang Liu Yongshuo Zong Sirui Chen Yiwen Lu Longzhi Yang Eddie Y. K. Ng Yongtong Wang Yunsheng Wang

deep learning convolutional neural network feature extraction image processing pattern recognition +6 more

IEEE Access 1 citations Published 2019-11-12
Practical Federated Gradient Boosting Decision Trees. (2019)

Qinbin Li Zeyi Wen Bingsheng He

gradient boosting secret sharing raw data differential privacy homomorphic encryption +6 more

arXiv preprint arXiv:1911.04206 4 citations Published 2019-11-11
Leveraging Dependency Forest for Neural Medical Relation Extraction (2019)

Linfeng Song Yue Zhang Daniel Gildea Mo Yu Zhiguo Wang Jinsong Su

relationship extraction parsing syntax natural language processing computer science +3 more

arXiv preprint arXiv:1911.04123 2 citations Published 2019-11-11
Application of Computational Biology and Artificial Intelligence Technologies in Cancer Precision Drug Discovery (2019)

Nagasundaram Nagarajan Edward K.Y. Yapp Nguyen Quoc Khanh Le Balu Kamaraj Abeer Mohammed Al-Subaie Hui Yuan Yeh

drug development exploit drug discovery computer science artificial intelligence +6 more

BioMed Research International 3 citations Published 2019-11-11
A Hybrid Data-Driven Deep Learning Technique for Fluid-Structure Interaction (2019)

T. P. Miyanawala Rajeev K. Jaiman

artificial neural network deep learning fluid structure interaction finite element method principal component analysis +6 more

ASME 2019 38th International Conference on Ocean, Offshore and Arctic Engineering Published 2019-11-11
VitaMon: measuring heart rate variability using smartphone front camera (2019)

Sinh Huynh Rajesh Krishna Balan JeongGil Ko Youngki Lee

light intensity pulse poincare plot heart rate variability artificial neural network +6 more

Proceedings of the 17th Conference on Embedded Networked Sensor Systems 4 citations Published 2019-11-10
SmrtFridge: IoT-based, user interaction-driven food item & quantity sensing (2019)

Amit Sharma Archan Misra Vengateswaran Subramaniam Youngki Lee

residual rgb color model classifier computer vision computer science +4 more

Proceedings of the 17th Conference on Embedded Networked Sensor Systems 2 citations Published 2019-11-10
Resource Characterisation of Personal-Scale Sensing Models on Edge Accelerators (2019)

Mattia Antonini Tran Huy Vu Chulhong Min Alessandro Montanari Akhil Mathur Fahim Kawsar

edge device wearable computer deep learning system on a chip high availability +6 more

Proceedings of the First International Workshop on Challenges in Artificial Intelligence and Machine Learning for Internet of Things 4 citations Published 2019-11-10
Moving target defense for embedded deep visual sensing against adversarial examples (2019)

Qun Song Zhenyu Yan Rui Tan

adversarial system system deployment deep learning early stopping computer security +6 more

Proceedings of the 17th Conference on Embedded Networked Sensor Systems 3 citations Published 2019-11-10
Factored Latent-Dynamic Conditional Random Fields for Single and Multi-label Sequence Modeling (2019)

Satyajit Neogi Justin Dauwels

conditional random field model selection test data state space pattern recognition +6 more

arXiv preprint arXiv:1911.03667 Published 2019-11-09
Dense 3D Reconstruction for Visual Tunnel Inspection using Unmanned Aerial Vehicle. (2019)

Ramanpreet Singh Pahwa Kennard Yanting Chan Jiamin Bai Vincensius Billy Saputra Minh N.Do Shaohui Foong

bundle adjustment texture mapping 3d reconstruction computer vision virtual reality +6 more

arXiv preprint arXiv:1911.03603 Published 2019-11-09
StressMon: Scalable Detection of Perceived Stress and Depression Using Passive Sensing of Changes in Work Routines and Group Interactions (2019)

Camellia Zakaria Rajesh Balan Youngki Lee

binary classification computer supported cooperative work mental health machine learning scalability +6 more

Proceedings of the ACM on Human-Computer Interaction archive 4 citations Published 2019-11-07
Sparse Ensemble Machine Learning to improve robustness of long-term decoding in iBMIs (2019)

Shoeb Shaikh Rosa So Tafadzwa Sibindi Camilo Libedinsky Arindam Basu

ensemble learning multilayer perceptron support vector machine extreme learning machine linear discriminant analysis +6 more

bioRxiv Published 2019-11-07

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A Data-Driven Optimisation Approach to Urban Multi-Site Selection for Public Services and Retails (2019)

Unsupervised Domain Adaptation on Reading Comprehension (2019)

Towards Class-Balancing Human Comfort Datasets with GANs (2019)

Heterogeneous Transfer Learning for Thermal Comfort Modeling (2019)

Diagnosis of Parkinson's disease from electroencephalography signals using linear and self‐similarity features (2019)

Computational geometric tools for quantitative comparison of locomotory behavior. (2019)

Compact single-shot metalens depth sensors inspired by eyes of jumping spiders. (2019)

An Early Diagnosis of Oral Cancer based on Three-Dimensional Convolutional Neural Networks (2019)

Practical Federated Gradient Boosting Decision Trees. (2019)

Leveraging Dependency Forest for Neural Medical Relation Extraction (2019)

Application of Computational Biology and Artificial Intelligence Technologies in Cancer Precision Drug Discovery (2019)

A Hybrid Data-Driven Deep Learning Technique for Fluid-Structure Interaction (2019)

VitaMon: measuring heart rate variability using smartphone front camera (2019)

SmrtFridge: IoT-based, user interaction-driven food item & quantity sensing (2019)

Resource Characterisation of Personal-Scale Sensing Models on Edge Accelerators (2019)

Moving target defense for embedded deep visual sensing against adversarial examples (2019)

Factored Latent-Dynamic Conditional Random Fields for Single and Multi-label Sequence Modeling (2019)

Dense 3D Reconstruction for Visual Tunnel Inspection using Unmanned Aerial Vehicle. (2019)

StressMon: Scalable Detection of Perceived Stress and Depression Using Passive Sensing of Changes in Work Routines and Group Interactions (2019)

Sparse Ensemble Machine Learning to improve robustness of long-term decoding in iBMIs (2019)