Publications - Machine Learning SG

Lane Extraction and Quality Evaluation: A Hough Transform Based Approach (2020)

Xingyao Wang Da Yan Ke Chen Yancong Deng Cheng Long Kunlin Zhang Sibo Yan

hough transform ground truth pixel deep learning computer vision +5 more

2020 IEEE Conference on Multimedia Information Processing and Retrieval (MIPR) Published 2020-08-01
Land-cover Classification Based on SAR Data Using Superpixel and Cosine Similarity (2020)

Xueyue Mao Yilong Lu Xiao Xiao

synthetic aperture radar color histogram cosine similarity histogram image processing +6 more

2020 IEEE International Conference on Computational Electromagnetics (ICCEM) Published 2020-08-01
Hybrid Frame-Event Solution for Vision-Based Grasp and Pose Detection of Objects (2020)

Kyra Wang Sihan Yang Deepesh Kumar Nitish Thakor

object detection pose video camera grasp redundancy +6 more

2020 IEEE 16th International Conference on Automation Science and Engineering (CASE) Published 2020-08-01
G 3: when g raph neural networks meet parallel g raph processing systems on G PUs (2020)

Husong Liu Shengliang Lu Xinyu Chen Bingsheng He

artificial neural network artificial intelligence computer science

Proceedings of the VLDB Endowment Published 2020-08-01
Feature selection using binary grey wolf optimizer with elite-based crossover for Arabic text classification (2020)

Hamouda Chantar Majdi M. Mafarja Hamad I. Alsawalqah Ali Asghar Heidari Ali Asghar Heidari Ibrahim Aljarah Hossam Faris

feature selection naive bayes classifier support vector machine crossover decision tree +6 more

Neural Computing and Applications 6 citations Published 2020-08-01
Dynamically Growing Neural Network Architecture for Lifelong Deep Learning on the Edge (2020)

Duvindu Piyasena Miyuru Thathsara Sathursan Kanagarajah Siew Kei Lam Meiqing Wu

unsupervised learning deep learning artificial neural network convolutional neural network edge computing +5 more

2020 30th International Conference on Field-Programmable Logic and Applications (FPL) Published 2020-08-01
Disentangled Human Body Embedding Based on Deep Hierarchical Neural Network (2020)

Boyi Jiang Juyong Zhang Jianfei Cai Jianmin Zheng

bilinear interpolation interpolation feature learning artificial neural network network architecture +6 more

IEEE Transactions on Visualization and Computer Graphics 4 citations Published 2020-08-01
Determination of consumer behavior based energy wastage using IoT and machine learning (2020)

Reeba Raza Naveed Ul Hassan Chau Yuen

hvac energy consumption sensor fusion ventilation machine learning +6 more

Energy and Buildings 2 citations Published 2020-08-01
Detail-Enhanced Multi-Scale Exposure Fusion in YUV Color Space (2020)

Qiantong Wang Weihai Chen Xingming Wu Zhengguo Li

smoothing color space approximation algorithm distortion computer vision +5 more

IEEE Transactions on Circuits and Systems for Video Technology 4 citations Published 2020-08-01
Automated detection of chronic kidney disease using higher-order features and elongated quinary patterns from B-mode ultrasound images (2020)

U. Rajendra Acharya U. Rajendra Acharya U. Rajendra Acharya Kristen M. Meiburger Joel En Wei Koh Yuki Hagiwara Shu Lih Oh Sook Sam Leong Edward J. Ciaccio Jeannie Hsiu Ding Wong Mohammad Nazri Md Shah Filippo Molinari Kwan Hoong Ng

kidney disease ultrasound support vector machine bispectrum pattern recognition +6 more

Neural Computing and Applications 2 citations Published 2020-08-01
Automated coding of implicit motives: A machine-learning approach (2020)

Joyce S. Pang Hiram Ring

artificial neural network coding criterion validity machine learning psychology +1 more

Motivation and Emotion Published 2020-08-01
Accelerating Generative Neural Networks on Unmodified Deep Learning Processors—A Software Approach (2020)

Dawen Xu Cheng Liu Ying Wang Kaijie Tu Bingsheng He Lei Zhang

deconvolution deep learning artificial neural network unsupervised learning speedup +6 more

IEEE Transactions on Computers Published 2020-08-01
A New Deep Transfer Learning Method for Bearing Fault Diagnosis Under Different Working Conditions (2020)

Jun Zhu Nan Chen Changqing Shen

deep learning convolutional neural network transfer of learning kernel condition based maintenance +6 more

IEEE Sensors Journal 9 citations Published 2020-08-01
A neural-network-based framework for cigarette laser code identification (2020)

Zeheng Yang Xiurui Xie Xiurui Xie Qiugang Zhan Guisong Liu Qing Cai Xu Zheng

artificial neural network segmentation pattern recognition principal component analysis computer science +4 more

Neural Computing and Applications Published 2020-08-01
A deep learning approach for Parkinson’s disease diagnosis from EEG signals (2020)

Shu Lih Oh Yuki Hagiwara U. Raghavendra Rajamanickam Yuvaraj N. Arunkumar M. Murugappan U. Rajendra Acharya U. Rajendra Acharya U. Rajendra Acharya

deep learning convolutional neural network electroencephalography parkinson s disease abnormality +6 more

Neural Computing and Applications 150 citations Published 2020-08-01
A 137-μW 1.78-mm 2 30-Frames/s Real-Time Gesture Recognition SoC for Smart Devices (2020)

Van Loi Le Taegeun Yoo Ju Eon Kim Ngoc Le Ba Kwang-Hyun Baek Tony Tae-Hyoung Kim

gesture recognition feature extraction gesture system on a chip image sensor +6 more

IEEE Transactions on Very Large Scale Integration Systems Published 2020-08-01
Bilevel Continual Learning. (2020)

Quang Pham Doyen Sahoo Chenghao Liu Steven C. H. Hoi

forgetting memory management bilevel optimization episodic memory knowledge transfer +5 more

arXiv preprint arXiv:2007.15553 Published 2020-07-30
A robust and efficient image de-fencing approach using conditional generative adversarial networks (2020)

Divyanshu Gupta Shorya Jain Utkarsh Tripathi Pratik Chattopadhyay Lipo Wang

standard test image rendering iterative reconstruction computer vision photography +6 more

Signal, Image and Video Processing Published 2020-07-30
Proof of Learning (PoLe): Empowering Machine Learning with Consensus Building on Blockchains. (2020)

Yixiao Lan Yuan Liu Boyang Li

deep learning artificial neural network transaction processing proof of work system cheating +6 more

arXiv preprint arXiv:2007.15145 Published 2020-07-29
Predicting human microbe-disease associations via graph attention networks with inductive matrix completion. (2020)

Yahui Long Yahui Long Jiawei Luo Yu Zhang Yan Xia

deep learning machine learning matrix completion linear model python +6 more

Briefings in Bioinformatics Published 2020-07-29

Previous Next

Lane Extraction and Quality Evaluation: A Hough Transform Based Approach (2020)

Land-cover Classification Based on SAR Data Using Superpixel and Cosine Similarity (2020)

Hybrid Frame-Event Solution for Vision-Based Grasp and Pose Detection of Objects (2020)

G 3: when g raph neural networks meet parallel g raph processing systems on G PUs (2020)

Feature selection using binary grey wolf optimizer with elite-based crossover for Arabic text classification (2020)

Dynamically Growing Neural Network Architecture for Lifelong Deep Learning on the Edge (2020)

Disentangled Human Body Embedding Based on Deep Hierarchical Neural Network (2020)

Determination of consumer behavior based energy wastage using IoT and machine learning (2020)

Detail-Enhanced Multi-Scale Exposure Fusion in YUV Color Space (2020)

Automated detection of chronic kidney disease using higher-order features and elongated quinary patterns from B-mode ultrasound images (2020)

Automated coding of implicit motives: A machine-learning approach (2020)

Accelerating Generative Neural Networks on Unmodified Deep Learning Processors—A Software Approach (2020)

A New Deep Transfer Learning Method for Bearing Fault Diagnosis Under Different Working Conditions (2020)

A neural-network-based framework for cigarette laser code identification (2020)

A deep learning approach for Parkinson’s disease diagnosis from EEG signals (2020)

A 137-μW 1.78-mm 2 30-Frames/s Real-Time Gesture Recognition SoC for Smart Devices (2020)

Bilevel Continual Learning. (2020)

A robust and efficient image de-fencing approach using conditional generative adversarial networks (2020)

Proof of Learning (PoLe): Empowering Machine Learning with Consensus Building on Blockchains. (2020)

Predicting human microbe-disease associations via graph attention networks with inductive matrix completion. (2020)