Publications - Machine Learning SG

Low-Power, Adaptive Neuromorphic Systems: Recent Progress and Future Directions (2018)

Arindam Basu Jyotibdha Acharya Tanay Karnik Huichu Liu Hai Li Jae-Sun Seo Chang Song

neuromorphic engineering memristor standard algorithms crossbar switch adaptive system +6 more

IEEE Journal on Emerging and Selected Topics in Circuits and Systems 44 citations Published 2018-03-15
Accessible Melanoma Detection Using Smartphones and Mobile Image Analysis (2018)

Thanh-Toan Do Tuan Hoang Victor Pomponiu Yiren Zhou Zhao Chen Ngai-Man Cheung Dawn Koh Aaron Tan Suat-Hoon Tan

feature feature extraction segmentation usability discriminative model +6 more

IEEE Transactions on Multimedia 22 citations Published 2018-03-15
Sentic LSTM: a Hybrid Network for Targeted Aspect-Based Sentiment Analysis (2018)

Yukun Ma Haiyun Peng Tahir Khan Erik Cambria Amir Hussain

sentiment analysis commonsense knowledge explicit knowledge artificial neural network sentence +6 more

Cognitive Computation 72 citations Published 2018-03-14
An Extreme Learning Machine-Based Neuromorphic Tactile Sensing System for Texture Recognition (2018)

Mahdi Rasouli Yi Chen Arindam Basu Sunil L. Kukreja Nitish V. Thakor

tactile sensor tactile perception neuromorphic engineering extreme learning machine wearable computer +6 more

IEEE Transactions on Biomedical Circuits and Systems 18 citations Published 2018-03-13
SO-Net: Self-Organizing Network for Point Cloud Analysis (2018)

Jiaxin Li Ben M. Chen Gim Hee Lee

point cloud feature vector k nearest neighbors algorithm feature extraction deep learning +6 more

arXiv preprint arXiv:1803.04249 70 citations Published 2018-03-12
Self-Supervised Video Hashing With Hierarchical Binary Auto-Encoder (2018)

Jingkuan Song Hanwang Zhang Xiangpeng Li Lianli Gao Meng Wang Richang Hong

hash function binary code decoding methods search engine indexing feature extraction +6 more

IEEE Transactions on Image Processing 127 citations Published 2018-03-09
Predicting House Price With a Memristor-Based Artificial Neural Network (2018)

J. J. Wang S. G. Hu X. T. Zhan Q. Luo Q. Yu Zhen Liu T. P. Chen Y. Yin Sumio Hosaka Y. Liu

memristor artificial neural network excitatory synapse artificial intelligence computer science +4 more

IEEE Access 13 citations Published 2018-03-09
Moving Object Localization Based on UHF RFID Phase and Laser Clustering. (2018)

Yulu Fu Changlong Wang Ran Liu Ran Liu Gaoli Liang Hua Zhang Shafiq Ur Rehman Shafiq Ur Rehman

cluster analysis radio frequency identification particle filter ultra high frequency service robot +6 more

Sensors 14 citations Published 2018-03-09
Learning Temporal Information for Brain-Computer Interface Using Convolutional Neural Networks (2018)

Siavash Sakhavi Cuntai Guan Shuicheng Yan

deep learning convolutional neural network statistical classification artificial neural network feature extraction +6 more

IEEE Transactions on Neural Networks 118 citations Published 2018-03-09
Overfitting in semantics-based automated program repair (2018)

Xuan Bach D. Le Ferdian Thung David Lo Claire Le Goues

overfitting symbolic execution test case heuristics program synthesis +6 more

Empirical Software Engineering 30 citations Published 2018-03-02
Generating Word Embeddings from an Extreme Learning Machine for Sentiment Analysis and Sequence Labeling Tasks (2018)

Paula Lauren Guangzhi Qu Jucheng Yang Paul Watta Guang Bin Huang Amaury Lendasse

word2vec sequence labeling language model sentiment analysis feature learning +6 more

Cognitive Computation 19 citations Published 2018-03-02
Where and Who? Automatic Semantic-Aware Person Composition (2018)

Fuwen Tan Crispin Bernier Benjamin Cohen Vicente Ordonez Connelly Barnes

compositing image segmentation convolutional neural network user interface computer vision +6 more

2018 IEEE Winter Conference on Applications of Computer Vision (WACV) 18 citations Published 2018-03-01
Video-based kinship verification using distance metric learning (2018)

Haibin Yan Junlin Hu

kinship facial recognition system metric machine learning computer science +6 more

Pattern Recognition 23 citations Published 2018-03-01
Toward Domain Transfer for No-Reference Quality Prediction of Asymmetrically Distorted Stereoscopic Images (2018)

Feng Shao Zhuqing Zhang Qiuping Jiang Weisi Lin Gangyi Jiang

quality score visualization stereoscopy pattern recognition pooling +7 more

IEEE Transactions on Circuits and Systems for Video Technology 13 citations Published 2018-03-01
Single Underwater Image Restoration Using Adaptive Attenuation-Curve Prior (2018)

Yi Wang Hui Liu Lap-Pui Chau

image restoration pixel rgb color model channel underwater +6 more

IEEE Transactions on Circuits and Systems I-regular Papers 26 citations Published 2018-03-01
Sensor Fusion of Leap Motion Controller and Flex Sensors Using Kalman Filter for Human Finger Tracking (2018)

Godwin Ponraj Hongliang Ren

finger tracking gesture recognition sensor fusion robotics eye tracking +6 more

IEEE Sensors Journal 18 citations Published 2018-03-01
Parsimonious random vector functional link network for data streams (2018)

Mahardhika Pratama Plamen P. Angelov Edwin Lughofer Meng Joo Er

data stream mining multivariate random variable data stream scalability analytics +7 more

Information Sciences 16 citations Published 2018-03-01
Nonlinear dictionary learning with application to image classification (2018)

Junlin Hu Yap-Peng Tan

k svd feature learning feature extraction contextual image classification artificial neural network +7 more

Pattern Recognition 23 citations Published 2018-03-01
Multiple face tracking and recognition with identity-specific localized metric learning (2018)

Xiuzhuang Zhou Kai Jin Qian Chen Min Xu Yuanyuan Shang

three dimensional face recognition face detection facial recognition system facial motion capture computer vision +5 more

Pattern Recognition 13 citations Published 2018-03-01
Micro Fourier Transform Profilometry (μFTP): 3D shape measurement at 10,000 frames per second (2018)

Chao Zuo Tianyang Tao Shijie Feng Lei Huang Anand K. Asundi Qian Chen

frame rate structured light 3d scanner digital light processing binary pattern point cloud +7 more

Optics and Lasers in Engineering 96 citations Published 2018-03-01

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Low-Power, Adaptive Neuromorphic Systems: Recent Progress and Future Directions (2018)

Accessible Melanoma Detection Using Smartphones and Mobile Image Analysis (2018)

Sentic LSTM: a Hybrid Network for Targeted Aspect-Based Sentiment Analysis (2018)

An Extreme Learning Machine-Based Neuromorphic Tactile Sensing System for Texture Recognition (2018)

SO-Net: Self-Organizing Network for Point Cloud Analysis (2018)

Self-Supervised Video Hashing With Hierarchical Binary Auto-Encoder (2018)

Predicting House Price With a Memristor-Based Artificial Neural Network (2018)

Moving Object Localization Based on UHF RFID Phase and Laser Clustering. (2018)

Learning Temporal Information for Brain-Computer Interface Using Convolutional Neural Networks (2018)

Overfitting in semantics-based automated program repair (2018)

Generating Word Embeddings from an Extreme Learning Machine for Sentiment Analysis and Sequence Labeling Tasks (2018)

Where and Who? Automatic Semantic-Aware Person Composition (2018)

Video-based kinship verification using distance metric learning (2018)

Toward Domain Transfer for No-Reference Quality Prediction of Asymmetrically Distorted Stereoscopic Images (2018)

Single Underwater Image Restoration Using Adaptive Attenuation-Curve Prior (2018)

Sensor Fusion of Leap Motion Controller and Flex Sensors Using Kalman Filter for Human Finger Tracking (2018)

Parsimonious random vector functional link network for data streams (2018)

Nonlinear dictionary learning with application to image classification (2018)

Multiple face tracking and recognition with identity-specific localized metric learning (2018)

Micro Fourier Transform Profilometry (μFTP): 3D shape measurement at 10,000 frames per second (2018)