Publications - Machine Learning SG

Content Popularity Prediction via Deep Learning in Cache-Enabled Fog Radio Access Networks (2019)

Haojie Feng Yanxiang Jiang Dusit Niyato Fu-Chun Zheng Xiaohu You

cache popularity deep learning computational complexity theory machine learning +6 more

2019 IEEE Global Communications Conference (GLOBECOM) Published 2019-12-01
Comparative Convolutional Neural Network for Younger Face Identification (2019)

Liangliang Wang Deepu Rajan

convolutional neural network softmax function pattern recognition computer science age differences +1 more

2019 IEEE Visual Communications and Image Processing (VCIP) Published 2019-12-01
Classification of Weather Impacts on Airport Operations (2019)

Michael Schultz Stefan Reitmann Sameer Alam

unsupervised learning flight plan convolutional neural network machine learning aviation +4 more

2019 Winter Simulation Conference (WSC) Published 2019-12-01
Building robotics design for construction (2019)

Stylianos Dritsas Gim Song Soh

engineering design process component based software engineering robotics prefabrication architecture +6 more

Construction Robotics 3 citations Published 2019-12-01
Bio-Mimetic Flexible Wearable Interface with Spider-Net Coding Based On Self-Powered Triboelectric Mechanism (2019)

Qiongfeng Shi Chengkuo Lee

wearable computer triboelectric effect robotics coding electrical engineering +4 more

2019 19th International Conference on Micro and Nanotechnology for Power Generation and Energy Conversion Applications (PowerMEMS) Published 2019-12-01
Automatic Short Answer Grading using Siamese Bidirectional LSTM Based Regression (2019)

Arya Prabhudesai Ta N. B. Duong

deep learning feature engineering artificial neural network machine learning mean squared error +6 more

2019 IEEE International Conference on Engineering, Technology and Education (TALE) Published 2019-12-01
Automated detection of glaucoma using optical coherence tomography angiogram images (2019)

Yam Meng Chan E.Y.K. Ng V. Jahmunah Joel En Wei Koh Oh Shu Lih Leonard Yip Wei Leon U. Rajendra Acharya U. Rajendra Acharya U. Rajendra Acharya

glaucoma optic disc optical coherence tomography feature extraction principal component analysis +6 more

Computers in Biology and Medicine 1 citations Published 2019-12-01
Authentically Distorted Image Quality Assessment by Learning From Empirical Score Distributions (2019)

Qiuping Jiang Zhenyu Peng Sheng Yang Feng Shao

image quality feature extraction quality score artificial neural network pattern recognition +5 more

IEEE Signal Processing Letters 3 citations Published 2019-12-01
Error-Correcting Neural Network. (2019)

Yang Song Qiyu Kang Wee Peng Tay

hamming distance multiclass classification information distance artificial neural network deep learning +6 more

arXiv preprint arXiv:1912.00181 3 citations Published 2019-11-30
Employee profiling via aspect-based sentiment and network for insider threats detection (2019)

Charlie Soh Sicheng Yu Annamalai Narayanan Santhiya Duraisamy Lihui Chen

insider threat sentiment analysis insider anomaly detection intelligent decision support system +6 more

Expert Systems With Applications 4 citations Published 2019-11-30
Palmprint Recognition in Uncontrolled and Uncooperative Environment (2019)

Wojciech Michal Matkowski Tingting Chai Adams Wai Kin Kong

feature extraction digital image digital camera deep learning crime scene +4 more

arXiv preprint arXiv:1911.12514 Published 2019-11-28
Language-Independent Sentiment Analysis Using Subjectivity and Positional Information. (2019)

Veselin Raychev Preslav Nakov

sentiment analysis sentence natural language rule based machine translation subjectivity +4 more

arXiv preprint arXiv:1911.12544 Published 2019-11-28
Topological Machine Learning for Multivariate Time Series (2019)

Chengyuan Wu Carol Anne Hargreaves

topological data analysis multivariate statistics point cloud activity recognition machine learning +5 more

arXiv preprint arXiv:1911.12082 2 citations Published 2019-11-27
Large-Scale Noun Compound Interpretation Using Bootstrapping and the Web as a Corpus (2019)

Su Nam Kim Preslav Nakov

orange juice noun bootstrapping natural language processing usable +3 more

arXiv preprint arXiv:1911.12085 1 citations Published 2019-11-27
Spatial-Aware GAN for Unsupervised Person Re-identification. (2019)

Fangneng Zhan Shijian Lu Aoran Xiao

pixel computer vision computer science artificial intelligence domain adaptation +1 more

arXiv preprint arXiv:1911.11312 2 citations Published 2019-11-26
Motor Imagery EEG Signals Decoding by Multivariate Empirical Wavelet Transform-Based Framework for Robust Brain–Computer Interfaces (2019)

Muhammad Tariq Sadiq Xiaojun Yu Zhaohui Yuan Fan Zeming Ateeq Ur Rehman Inam Ullah Guoqi Li Gaoxi Xiao

robustness logistic model tree support vector machine feature selection wavelet transform +6 more

IEEE Access 9 citations Published 2019-11-26
Interaction Recognition Through Body Parts Relation Reasoning (2019)

Mauricio Perez Jun Liu Alex C. Kot

deep learning artificial intelligence computer science architecture rgb color model +3 more

Asian Conference on Pattern Recognition 2 citations Published 2019-11-26
Incorporating Term Definitions for Taxonomic Relation Identification (2019)

Yongpan Sheng Tianxing Wu Xin Wang

knowledge base domain specificity natural language processing hierarchy artificial neural network +6 more

Joint International Semantic Technology Conference Published 2019-11-25
Evaluating Crowdsourced Design Concepts With Machine Learning (2019)

Bradley Camburn Yuejun He Sujithra Raviselvam Jianxi Luo Kristin Wood

creativity computer science machine learning artificial intelligence

ASME 2019 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference 2 citations Published 2019-11-25
Biologically Plausible Sequence Learning with Spiking Neural Networks (2019)

Zuozhu Liu Thiparat Chotibut Christopher Hillar Shaowei Lin

learning rule spiking neural network hopfield network synaptic weight sequence learning +5 more

arXiv preprint arXiv:1911.10943 Published 2019-11-25

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Content Popularity Prediction via Deep Learning in Cache-Enabled Fog Radio Access Networks (2019)

Comparative Convolutional Neural Network for Younger Face Identification (2019)

Classification of Weather Impacts on Airport Operations (2019)

Building robotics design for construction (2019)

Bio-Mimetic Flexible Wearable Interface with Spider-Net Coding Based On Self-Powered Triboelectric Mechanism (2019)

Automatic Short Answer Grading using Siamese Bidirectional LSTM Based Regression (2019)

Automated detection of glaucoma using optical coherence tomography angiogram images (2019)

Authentically Distorted Image Quality Assessment by Learning From Empirical Score Distributions (2019)

Error-Correcting Neural Network. (2019)

Employee profiling via aspect-based sentiment and network for insider threats detection (2019)

Palmprint Recognition in Uncontrolled and Uncooperative Environment (2019)

Language-Independent Sentiment Analysis Using Subjectivity and Positional Information. (2019)

Topological Machine Learning for Multivariate Time Series (2019)

Large-Scale Noun Compound Interpretation Using Bootstrapping and the Web as a Corpus (2019)

Spatial-Aware GAN for Unsupervised Person Re-identification. (2019)

Motor Imagery EEG Signals Decoding by Multivariate Empirical Wavelet Transform-Based Framework for Robust Brain–Computer Interfaces (2019)

Interaction Recognition Through Body Parts Relation Reasoning (2019)

Incorporating Term Definitions for Taxonomic Relation Identification (2019)

Evaluating Crowdsourced Design Concepts With Machine Learning (2019)

Biologically Plausible Sequence Learning with Spiking Neural Networks (2019)