Publications - Machine Learning SG

HDSKG: Harvesting domain specific knowledge graph from content of webpages (2017)

Xuejiao Zhao Zhenchang Xing Muhammad Ashad Kabir Naoya Sawada Jing Li Shang-Wei Lin

domain analysis domain engineering dependency grammar knowledge engineering verb phrase +7 more

2017 IEEE 24th International Conference on Software Analysis, Evolution and Reengineering (SANER) 18 citations Published 2017-02-01
Flexible Multi-View Dimensionality Co-Reduction (2017)

Changqing Zhang Huazhu Fu Qinghua Hu Pengfei Zhu Xiaochun Cao

dimensionality reduction cluster analysis feature extraction curse of dimensionality kernel +6 more

IEEE Transactions on Image Processing 56 citations Published 2017-02-01
Cross-Modal Retrieval With CNN Visual Features: A New Baseline (2017)

Yunchao Wei Yao Zhao Canyi Lu Shikui Wei Luoqi Liu Zhenfeng Zhu Shuicheng Yan

convolutional neural network feature extraction visualization pattern recognition semantic matching +6 more

IEEE Transactions on Systems, Man, and Cybernetics 237 citations Published 2017-02-01
Computing with the collective intelligence of honey bees – A survey (2017)

Anguluri Rajasekhar Nandar Lynn Swagatam Das Ponnuthurai N. Suganthan

bees algorithm honey bee swarm intelligence collective intelligence swarming +6 more

Swarm and evolutionary computation 80 citations Published 2017-02-01
Collaborative probabilistic labels for face recognition from single sample per person (2017)

Hong-Kun Ji Quan-Sen Sun Ze-Xuan Ji Yun-Hao Yuan Guo-Qing Zhang

divergence from randomness model probabilistic logic facial recognition system discriminative model classifier +7 more

Pattern Recognition 26 citations Published 2017-02-01
An Incremental Type-2 Meta-Cognitive Extreme Learning Machine (2017)

Mahardhika Pratama Guangquan Zhang Meng Joo Er Sreenatha Anavatti

extreme learning machine online machine learning active learning stability competitive learning +7 more

IEEE Transactions on Systems, Man, and Cybernetics 68 citations Published 2017-02-01
A Joint Compression Scheme of Video Feature Descriptors and Visual Content (2017)

Xiang Zhang Siwei Ma Shiqi Wang Xinfeng Zhang Huifang Sun Wen Gao

visual word feature feature extraction data compression feature data +7 more

IEEE Transactions on Image Processing 16 citations Published 2017-02-01
A Benchmark Test Suite for Dynamic Evolutionary Multiobjective Optimization (2017)

Sen Bong Gee Kay Chen Tan Hussein A. Abbass

test suite evolutionary algorithm evolutionary computation genetic algorithm benchmark +7 more

IEEE Transactions on Systems, Man, and Cybernetics 26 citations Published 2017-02-01
Online Map-Matching of Noisy and Sparse Location Data With Hidden Markov and Route Choice Models (2017)

George R. Jagadeesh Thambipillai Srikanthan

hidden markov model map matching noise measurement sparse matrix data mining +7 more

IEEE Transactions on Intelligent Transportation Systems 36 citations Published 2017-01-31
No-Reference Quality Assessment of Deblurred Images Based on Natural Scene Statistics (2017)

Leida Li Ya Yan Zhaolin Lu Jinjian Wu Ke Gu Shiqi Wang

deblurring image restoration digital image feature extraction scene statistics +7 more

IEEE Access 20 citations Published 2017-01-31
Discrimination of Dynamic Tactile Contact by Temporally Precise Event Sensing in Spiking Neuromorphic Networks. (2017)

Wang Wei Lee Sunil L. Kukreja Nitish V. Thakor

tactile sensor neuromorphic engineering encoding computational neuroscience computer vision +6 more

Frontiers in Neuroscience 11 citations Published 2017-01-31
Learning to Monitor Machine Health with Convolutional Bi-Directional LSTM Networks. (2017)

Rui Zhao Ruqiang Yan Jinjiang Wang Kezhi Mao

deep learning feature learning artificial neural network convolutional neural network recurrent neural network +7 more

Sensors 287 citations Published 2017-01-30
Face Detection using Deep Learning: An Improved Faster RCNN Approach (2017)

Xudong Sun Pengcheng Wu Steven C.H. Hoi

face detection deep learning concatenation receiver operating characteristic pattern recognition +4 more

arXiv preprint arXiv:1701.08289 37 citations Published 2017-01-28
Learning from Collective Intelligence: Feature Learning Using Social Images and Tags (2017)

Hanwang Zhang Xindi Shang Huanbo Luan Meng Wang Tat-Seng Chua

feature learning feature collective intelligence closed captioning machine learning +6 more

ACM Transactions on Multimedia Computing, Communications, and Applications 141 citations Published 2017-01-17
Digital Lollipop: Studying Electrical Stimulation on the Human Tongue to Simulate Taste Sensations (2017)

Nimesha Ranasinghe Ellen Yi-Luen Do

taste tongue stimulus sensation communication +6 more

ACM Transactions on Multimedia Computing, Communications, and Applications 22 citations Published 2017-01-17
A Fast Reliable Image Quality Predictor by Fusing Micro- and Macro-Structures (2017)

Ke Gu Leida Li Hong Lu Xiongkuo Min Weisi Lin

image quality human visual system model transcoding pattern recognition computer vision +7 more

IEEE Transactions on Industrial Electronics 127 citations Published 2017-01-16
High-Impact Bug Report Identification with Imbalanced Learning Strategies (2017)

Xin Li Yang David Lo Xin Xia Qiao Huang Jian Ling Sun

bug tracking system naive bayes classifier surprise statistical classification machine learning +7 more

Journal of Computer Science and Technology 21 citations Published 2017-01-11
Video Processing From Electro-Optical Sensors for Object Detection and Tracking in a Maritime Environment: A Survey (2017)

Dilip K. Prasad Deepu Rajan Lily Rachmawati Eshan Rajabally Chai Quek

video tracking object detection background subtraction video processing video camera +6 more

IEEE Transactions on Intelligent Transportation Systems 103 citations Published 2017-01-10
On classification of distorted images with deep convolutional neural networks (2017)

Yiren Zhou Sibo Song Ngai-Man Cheung

image restoration image noise convolutional neural network distortion artificial neural network +7 more

2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 49 citations Published 2017-01-08
Video-based Person Re-identification with Accumulative Motion Context (2017)

Hao Liu Zequn Jie Karlekar Jayashree Meibin Qi Jianguo Jiang Shuicheng Yan Jiashi Feng

information flow computer vision computer science exploit architecture +4 more

arXiv preprint arXiv:1701.00193 24 citations Published 2017-01-01

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HDSKG: Harvesting domain specific knowledge graph from content of webpages (2017)

Flexible Multi-View Dimensionality Co-Reduction (2017)

Cross-Modal Retrieval With CNN Visual Features: A New Baseline (2017)

Computing with the collective intelligence of honey bees – A survey (2017)

Collaborative probabilistic labels for face recognition from single sample per person (2017)

An Incremental Type-2 Meta-Cognitive Extreme Learning Machine (2017)

A Joint Compression Scheme of Video Feature Descriptors and Visual Content (2017)

A Benchmark Test Suite for Dynamic Evolutionary Multiobjective Optimization (2017)

Online Map-Matching of Noisy and Sparse Location Data With Hidden Markov and Route Choice Models (2017)

No-Reference Quality Assessment of Deblurred Images Based on Natural Scene Statistics (2017)

Discrimination of Dynamic Tactile Contact by Temporally Precise Event Sensing in Spiking Neuromorphic Networks. (2017)

Learning to Monitor Machine Health with Convolutional Bi-Directional LSTM Networks. (2017)

Face Detection using Deep Learning: An Improved Faster RCNN Approach (2017)

Learning from Collective Intelligence: Feature Learning Using Social Images and Tags (2017)

Digital Lollipop: Studying Electrical Stimulation on the Human Tongue to Simulate Taste Sensations (2017)

A Fast Reliable Image Quality Predictor by Fusing Micro- and Macro-Structures (2017)

High-Impact Bug Report Identification with Imbalanced Learning Strategies (2017)

Video Processing From Electro-Optical Sensors for Object Detection and Tracking in a Maritime Environment: A Survey (2017)

On classification of distorted images with deep convolutional neural networks (2017)

Video-based Person Re-identification with Accumulative Motion Context (2017)