Publications - Machine Learning SG

Multiple Marginal Fisher Analysis (2019)

Zhenyu Huang Hongyuan Zhu Joey Tianyi Zhou Xi Peng

feature dimension dimensionality reduction discriminative model robustness nonlinear dimensionality reduction +6 more

IEEE Transactions on Industrial Electronics 23 citations Published 2019-12-01
Multi-Functional Human-Machine Interface (HMI) Using Flexible Wearable Triboelectric Nanogenerator for Diversified Interacting Applications (2019)

Qiongfeng Shi Zixuan Zhang Chengkuo Lee

finger tapping wearable computer augmented reality triboelectric effect robotics +6 more

2019 19th International Conference on Micro and Nanotechnology for Power Generation and Energy Conversion Applications (PowerMEMS) Published 2019-12-01
Metabolomics meets machine learning: Longitudinal metabolite profiling in serum of normal versus overconditioned cows and pathway analysis. (2019)

Morteza H. Ghaffari Amirhossein Jahanbekam Hassan Sadri Katharina Schuh Georg Dusel Cornelia Prehn Jerzy Adamski Christian Koch Helga Sauerwein

ice calving metabolome lactation fatty acid metabolism ketogenesis +6 more

Journal of Dairy Science 12 citations Published 2019-12-01
Learning Latent Stable Patterns for Image Understanding With Weak and Noisy Labels (2019)

Yiyang Yao Luo Wang Luming Zhang Yi Yang Ping Li Roger Zimmermann Ling Shao

image segmentation generative model segmentation semantics pattern recognition +6 more

IEEE Transactions on Systems, Man, and Cybernetics 3 citations Published 2019-12-01
Learning Gestures From WiFi: A Siamese Recurrent Convolutional Architecture (2019)

Jianfei Yang Han Zou Yuxun Zhou Lihua Xie

gesture recognition feature learning recurrent neural network feature extraction gesture +6 more

IEEE Internet of Things Journal 6 citations Published 2019-12-01
Introduction to the special section on deep reinforcement learning for future wireless communication networks (2019)

Shimin Gong Dinh Thai Hoang Dusit Niyato Ahmed El Shafie Antonio De Domenico Emilio Calvanese Strinati Jakob Hoydis

wireless network reinforcement learning wireless deep learning multimedia +6 more

IEEE Transactions on Cognitive Communications and Networking 1 citations Published 2019-12-01
Indoor Position Recognition and Interference Classification with a Nested LSTM Network (2019)

Yonghao Zhao Wai-Choong Wong Hari Krishna Garg Tianyi Feng Zhixiang Zhang Lin Tang

convolutional neural network discrete wavelet transform network packet channel state information data pre processing +6 more

2019 IEEE Global Communications Conference (GLOBECOM) Published 2019-12-01
Hydrogel-Shielded Soft Tactile Sensor for Biocompatible Drug Delivery Monitoring (2019)

Hritwick Banerjee Godwin Ponraj Senthil Kumar Kirthika Malapaka Venkata Suman Chwee Ming Lim Hongliang Ren

tactile sensor self healing hydrogels drug delivery biocompatibility biomedical engineering +5 more

Journal of Medical Devices-transactions of The Asme 4 citations Published 2019-12-01
FMCW Radar-Based Anomaly Detection in Toilet by Supervised Machine Learning Classifier (2019)

Wataru Takabatake Kohei Yamamoto Kentaroh Toyoda Tomoaki Ohtsuki Yohei Shibata Atsushi Nagate

continuous wave radar radar population anomaly detection learning classifier system +6 more

2019 IEEE Global Communications Conference (GLOBECOM) Published 2019-12-01
Fast Top-N Personalized Recommendation on Item Graph (2019)

Zhuoyi Lin Lei Feng Chee-Keong Kwoh Chi Xu

recommender system ranking supply chain big data machine learning +6 more

2019 IEEE International Conference on Big Data (Big Data) 2 citations Published 2019-12-01
Facial Motion Prior Networks for Facial Expression Recognition (2019)

Yuedong Chen Jianfeng Wang Shikai Chen Zhongchao Shi Jianfei Cai

facial expression facial muscles deep learning domain knowledge pattern recognition +5 more

2019 IEEE Visual Communications and Image Processing (VCIP) 2 citations Published 2019-12-01
Exploring uncertainty in pseudo-label guided unsupervised domain adaptation (2019)

Jian Liang Jian Liang Ran He Ran He Zhenan Sun Zhenan Sun Tieniu Tan Tieniu Tan

posterior probability subspace topology unavailability minification pattern recognition +6 more

Pattern Recognition 14 citations Published 2019-12-01
Enhancing Realism in Simulation Through Deep Learning (2019)

Muhammad Shalihin Bin Othman Gary Tan

modeling and simulation simulation modeling deep learning machine learning computer science +3 more

2019 Winter Simulation Conference (WSC) Published 2019-12-01
Efficient velocity estimation for MAVs by fusing motion from two frontally parallel cameras (2019)

Zhi Gao Bharath Ramesh Wen-Yan Lin Pengfei Wang Xu Yan Ruifang Zhai

optical flow stereo camera stereopsis robustness angular velocity +6 more

Journal of Real-time Image Processing 2 citations Published 2019-12-01
Detecting Adversarial Examples for Deep Neural Networks via Layer Directed Discriminative Noise Injection (2019)

Si Wang Wenye Liu Chip-Hong Chang

deep learning discriminative model false positive rate embedded intelligence classifier +6 more

2019 Asian Hardware Oriented Security and Trust Symposium (AsianHOST) Published 2019-12-01
Design of a Highly Biomimetic and Fully-Actuated Robotic Finger (2019)

Li Tian Nadia Magnenat Thalmann Jianmin Zheng Daniel Thalmann

pulley servomotor gesture 3d printing computer vision +6 more

2019 IEEE Symposium Series on Computational Intelligence (SSCI) 1 citations Published 2019-12-01
Deep Learning-Aided Binary Visible Light Communication Systems (2019)

Hoon Lee Tony Q. S. Quek Sang Hyun Lee

visible light communication transceiver keying electronic engineering binary number +6 more

2019 IEEE Globecom Workshops (GC Wkshps) 2 citations Published 2019-12-01
Curbing Negative Influences Online for Seamless Transfer Evolutionary Optimization (2019)

Bingshui Da Abhishek Gupta Yew-Soon Ong

evolutionary algorithm evolutionary computation optimization problem probabilistic logic task analysis +6 more

IEEE Transactions on Systems, Man, and Cybernetics 16 citations Published 2019-12-01
Coverless Image Steganography Framework with Increased Payload Capacity (2019)

Ying Zhang Lilei Zheng Yew Yi Lu Vrizlynn. L.L. Thing Roger Zimmermann

image processing steganography image noise image scaling mnist database +6 more

2019 IEEE International Symposium on Multimedia (ISM) Published 2019-12-01
Coping with Big Data in Transfer Optimization (2019)

Mojtaba Shakeri Abhishek Gupta Yew-Soon Ong Xu Chi Allan Zhang NengSheng

source data knowledge transfer knapsack problem big data selection algorithm +6 more

2019 IEEE International Conference on Big Data (Big Data) 1 citations Published 2019-12-01

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Multiple Marginal Fisher Analysis (2019)

Multi-Functional Human-Machine Interface (HMI) Using Flexible Wearable Triboelectric Nanogenerator for Diversified Interacting Applications (2019)

Metabolomics meets machine learning: Longitudinal metabolite profiling in serum of normal versus overconditioned cows and pathway analysis. (2019)

Learning Latent Stable Patterns for Image Understanding With Weak and Noisy Labels (2019)

Learning Gestures From WiFi: A Siamese Recurrent Convolutional Architecture (2019)

Introduction to the special section on deep reinforcement learning for future wireless communication networks (2019)

Indoor Position Recognition and Interference Classification with a Nested LSTM Network (2019)

Hydrogel-Shielded Soft Tactile Sensor for Biocompatible Drug Delivery Monitoring (2019)

FMCW Radar-Based Anomaly Detection in Toilet by Supervised Machine Learning Classifier (2019)

Fast Top-N Personalized Recommendation on Item Graph (2019)

Facial Motion Prior Networks for Facial Expression Recognition (2019)

Exploring uncertainty in pseudo-label guided unsupervised domain adaptation (2019)

Enhancing Realism in Simulation Through Deep Learning (2019)

Efficient velocity estimation for MAVs by fusing motion from two frontally parallel cameras (2019)

Detecting Adversarial Examples for Deep Neural Networks via Layer Directed Discriminative Noise Injection (2019)

Design of a Highly Biomimetic and Fully-Actuated Robotic Finger (2019)

Deep Learning-Aided Binary Visible Light Communication Systems (2019)

Curbing Negative Influences Online for Seamless Transfer Evolutionary Optimization (2019)

Coverless Image Steganography Framework with Increased Payload Capacity (2019)

Coping with Big Data in Transfer Optimization (2019)