Publications - Machine Learning SG

Ocean wave height prediction using ensemble of Extreme Learning Machine (2018)

N. Krishna Kumar R. Savitha Abdullah Al Mamun

wave height extreme learning machine initialization support vector machine least mean squares filter +7 more

Neurocomputing 20 citations Published 2018-02-14
Kernel based online learning for imbalance multiclass classification (2018)

Shuya Ding Bilal Mirza Zhiping Lin Jiuwen Cao Xiaoping Lai Tam V. Nguyen Jose Sepulveda

multiclass classification online machine learning semi supervised learning active learning extreme learning machine +7 more

Neurocomputing 29 citations Published 2018-02-14
Extreme Learning Machine for Joint Embedding and Clustering (2018)

Tianchi Liu Chamara Kasun Liyanaarachchi Lekamalage Guang-Bin Huang Zhiping Lin

correlation clustering cluster analysis constrained clustering cure data clustering algorithm fuzzy clustering +7 more

Neurocomputing 16 citations Published 2018-02-14
Performance Evaluation of Feature Detectors and Descriptors Beyond the Visible (2018)

Tarek Mouats Nabil Aouf David Nam Stephen Vidas

computer vision computer science infrared artificial intelligence feature detection +1 more

Journal of Intelligent and Robotic Systems 12 citations Published 2018-02-08
Robust 3-D Human Detection in Complex Environments With a Depth Camera (2018)

Luchao Tian Mingchen Li Yu Hao Jun Liu Guyue Zhang Yan Qiu Chen

depth map object detection feature extraction artificial neural network encoding +6 more

IEEE Transactions on Multimedia 14 citations Published 2018-02-07
Memory Fusion Network for Multi-view Sequential Learning (2018)

Amir Zadeh Paul Pu Liang Navonil Mazumder Soujanya Poria Erik Cambria Louis-Philippe Morency

sequence learning artificial intelligence computer science existential quantification architecture +2 more

arXiv preprint arXiv:1802.00927 33 citations Published 2018-02-03
Unsupervised Domain Adaptation for Face Anti-Spoofing (2018)

Haoliang Li Wen Li Hong Cao Shiqi Wang Feiyue Huang Alex C. Kot

spoofing attack feature vector feature extraction classifier artificial neural network +6 more

IEEE Transactions on Information Forensics and Security 65 citations Published 2018-02-02
Hyperbolic Representation Learning for Fast and Efficient Neural Question Answering (2018)

Yi Tay Luu Anh Tuan Siu Cheung Hui

deep learning learning to rank feature learning artificial neural network question answering +6 more

Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining 67 citations Published 2018-02-02
Zero-Shot Learning via Attribute Regression and Class Prototype Rectification (2018)

Changzhi Luo Zhetao Li Kaizhu Huang Jiashi Feng Meng Wang

supervised learning linear programming machine learning semantics regression +6 more

IEEE Transactions on Image Processing 28 citations Published 2018-02-01
Powering the IoT through embedded machine learning and LoRa (2018)

Vignesh Mahalingam Suresh Rishi Sidhu Prateek Karkare Aakash Patil Zhang Lei Arindam Basu

edge device lpwan edge computing power transmission payload +6 more

2018 IEEE 4th World Forum on Internet of Things (WF-IoT) 14 citations Published 2018-02-01
Multiple image encryption scheme based on pixel exchange operation and vector decomposition (2018)

Y. Xiong C. Quan C.J. Tay

encryption vector decomposition pixel cryptosystem robustness +6 more

Optics and Lasers in Engineering 22 citations Published 2018-02-01
Multi-attention Recurrent Network for Human Communication Comprehension. (2018)

Amir Zadeh Paul Pu Liang Soujanya Poria Prateek Vij Erik Cambria Louis-Philippe Morency

human communication gesture sentiment analysis comprehension modalities +5 more

Proceedings of the ... AAAI Conference on Artificial Intelligence. AAAI Conference on Artificial Intelligence 122 citations Published 2018-02-01
Micro-Doppler Mini-UAV Classification Using Empirical-Mode Decomposition Features (2018)

Beom-Seok Oh Xin Guo Fangyuan Wan Kar-Ann Toh Zhiping Lin

radar feature extraction normalization hilbert huang transform spectrogram +6 more

IEEE Geoscience and Remote Sensing Letters 34 citations Published 2018-02-01
Machine Health Monitoring Using Local Feature-Based Gated Recurrent Unit Networks (2018)

Rui Zhao Dongzhe Wang Ruqiang Yan Kezhi Mao Fei Shen Jinjiang Wang

feature learning deep learning feature extraction supervised learning predictive maintenance +7 more

IEEE Transactions on Industrial Electronics 243 citations Published 2018-02-01
Local Inverse Tone Mapping for Scalable High Dynamic Range Image Coding (2018)

Zhe Wei Changyun Wen Zhengguo Li

tone mapping high dynamic range dynamic range quadratic programming encoding +6 more

IEEE Transactions on Circuits and Systems for Video Technology 13 citations Published 2018-02-01
Image Classification With Tailored Fine-Grained Dictionaries (2018)

Xiangbo Shu Jinhui Tang Guo-Jun Qi Zechao Li Yu-Gang Jiang Shuicheng Yan

k svd machine readable dictionary contextual image classification discriminative model sparse matrix +6 more

IEEE Transactions on Circuits and Systems for Video Technology 21 citations Published 2018-02-01
Hybrid-feature-guided lung nodule type classification on CT images (2018)

Jingjing Yuan Xinglong Liu Fei Hou Hong Qin Aimin Hao

support vector machine multiple kernel learning convolutional neural network scale invariant feature transform computer vision +6 more

Computers & Graphics 24 citations Published 2018-02-01
Human-building interaction under various indoor temperatures through neural-signal electroencephalogram (EEG) methods (2018)

Xin Shan En-Hua Yang Jin Zhou Victor W.-C. Chang

linear discriminant analysis electroencephalography pattern recognition computer science artificial intelligence +2 more

Building and Environment 18 citations Published 2018-02-01
Efficient and robust cell detection: A structured regression approach (2018)

Yuanpu Xie Fuyong Xing Xiaoshuang Shi Xiangfei Kong Hai Su Lin Yang

convolutional neural network deep learning background noise centroid computer vision +6 more

Medical Image Analysis 60 citations Published 2018-02-01
Compressive Representation for Device-Free Activity Recognition with Passive RFID Signal Strength (2018)

Lina Yao Quan Z. Sheng Xue Li Tao Gu Mingkui Tan Xianzhi Wang Sen Wang Wenjie Ruan

activity recognition robustness wearable computer ubiquitous computing video camera +7 more

IEEE Transactions on Mobile Computing 56 citations Published 2018-02-01

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Ocean wave height prediction using ensemble of Extreme Learning Machine (2018)

Kernel based online learning for imbalance multiclass classification (2018)

Extreme Learning Machine for Joint Embedding and Clustering (2018)

Performance Evaluation of Feature Detectors and Descriptors Beyond the Visible (2018)

Robust 3-D Human Detection in Complex Environments With a Depth Camera (2018)

Memory Fusion Network for Multi-view Sequential Learning (2018)

Unsupervised Domain Adaptation for Face Anti-Spoofing (2018)

Hyperbolic Representation Learning for Fast and Efficient Neural Question Answering (2018)

Zero-Shot Learning via Attribute Regression and Class Prototype Rectification (2018)

Powering the IoT through embedded machine learning and LoRa (2018)

Multiple image encryption scheme based on pixel exchange operation and vector decomposition (2018)

Multi-attention Recurrent Network for Human Communication Comprehension. (2018)

Micro-Doppler Mini-UAV Classification Using Empirical-Mode Decomposition Features (2018)

Machine Health Monitoring Using Local Feature-Based Gated Recurrent Unit Networks (2018)

Local Inverse Tone Mapping for Scalable High Dynamic Range Image Coding (2018)

Image Classification With Tailored Fine-Grained Dictionaries (2018)

Hybrid-feature-guided lung nodule type classification on CT images (2018)

Human-building interaction under various indoor temperatures through neural-signal electroencephalogram (EEG) methods (2018)

Efficient and robust cell detection: A structured regression approach (2018)

Compressive Representation for Device-Free Activity Recognition with Passive RFID Signal Strength (2018)