Publications - Machine Learning SG

A Neural Transition-based Model for Nested Mention Recognition (2018)

Bailin Wang Wei Lu Yu Wang Hongxia Jin

sentence recursion natural language processing scalability computer science +3 more

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing 36 citations Published 2018-01-01
A Fine-Grained Spatial-Temporal Attention Model for Video Captioning (2018)

An-An Liu Yurui Qiu Yongkang Wong Yu-Ting Su Mohan Kankanhalli

closed captioning visualization feature extraction semantics natural language +6 more

IEEE Access 12 citations Published 2018-01-01
An innovative framework for designing genetic algorithm structures (2017)

Son Duy Dao Son Duy Dao Kazem Abhary Romeo M. Marian

genetic algorithm global optimization local optimum optimization problem probabilistic logic +6 more

Expert Systems With Applications 18 citations Published 2017-12-30
Active Canny: Edge Detection and Recovery with Open Active Contour Models (2017)

Muhammet Bastan Syed Saqib Bukhari Thomas M. Breuel

canny edge detector edge detection active contour model pixel vector flow +7 more

Iet Image Processing 15 citations Published 2017-12-25
LRSSLMDA: Laplacian Regularized Sparse Subspace Learning for MiRNA-Disease Association prediction. (2017)

Xing Chen Li Huang

colon neoplasm cross validation dimensionality reduction subspace topology biological data +6 more

PLOS Computational Biology 156 citations Published 2017-12-18
Learning to Attend via Word-Aspect Associative Fusion for Aspect-based Sentiment Analysis (2017)

Yi Tay Anh Tuan Luu Siu Cheung Hui

sentiment analysis artificial neural network circular convolution sentence associative property +6 more

arXiv preprint arXiv:1712.05403 18 citations Published 2017-12-14
By the Community & For the Community: A Deep Learning Approach to Assist Collaborative Editing in Q&A Sites (2017)

Chunyang Chen Zhenchang Xing Yang Liu

sentence collaborative editing machine translation grammar deep learning +6 more

Proceedings of the ACM on Human-Computer Interaction 22 citations Published 2017-12-06
A review of clustering techniques and developments (2017)

Amit Saxena Mukesh Prasad Akshansh Gupta Neha Bharill Om Prakash Patel Aruna Tiwari Meng Joo Er Weiping Ding Chin-Teng Lin

cluster analysis correlation clustering consensus clustering fuzzy clustering conceptual clustering +7 more

Neurocomputing 276 citations Published 2017-12-06
Visual attention analysis and prediction on human faces (2017)

Xiongkuo Min Guangtao Zhai Ke Gu Jing Liu Shiqi Wang Xinfeng Zhang Xiaokang Yang

visual search face detection salience computer vision pattern recognition +7 more

Information Sciences 17 citations Published 2017-12-01
Toward Simultaneous Visual Comfort and Depth Sensation Optimization for Stereoscopic 3-D Experience (2017)

Feng Shao Weisi Lin Zhutuan Li Gangyi Jiang Qionghai Dai

depth perception stereoscopy visualization optimization problem feature extraction +7 more

IEEE Transactions on Systems, Man, and Cybernetics 12 citations Published 2017-12-01
Spatial-temporal residue network based in-loop filter for video coding (2017)

Chuanmin Jia Shiqi Wang Xinfeng Zhang Shanshe Wang Siwei Ma

coding tree unit video processing reference frame visual artifact coding +6 more

2017 IEEE Visual Communications and Image Processing (VCIP) 38 citations Published 2017-12-01
Robust Alternating Low-Rank Representation by joint Lp- and L2,p-norm minimization. (2017)

Zhao Zhang Mingbo Zhao Fanzhang Li Li Zhang Shuicheng Yan

norm subspace topology outlier thresholding minification +6 more

Neural Networks 17 citations Published 2017-12-01
No-Reference Quality Metric of Contrast-Distorted Images Based on Information Maximization (2017)

Ke Gu Weisi Lin Guangtao Zhai Xiaokang Yang Wenjun Zhang Chang Wen Chen

image histogram image quality histogram entropy maximization +7 more

IEEE Transactions on Systems, Man, and Cybernetics 166 citations Published 2017-12-01
Haze visibility enhancement: A Survey and quantitative benchmarking (2017)

Yu Li Shaodi You Michael S. Brown Robby T. Tan

visibility image formation ground truth haze polarizing filter +6 more

Computer Vision and Image Understanding 75 citations Published 2017-12-01
Fusing disparate object signatures for salient object detection in video (2017)

Zhigang Tu Zhigang Tu Zuwei Guo Wei Xie Mengjia Yan Remco C. Veltkamp Baoxin Li Junsong Yuan

object detection viola jones object detection framework salience segmentation robustness +7 more

Pattern Recognition 18 citations Published 2017-12-01
Adaptive Visual Servoing of Unmanned Aerial Vehicles in GPS-Denied Environments (2017)

Hui Xie Kin Huat Low Zhen He

visual servoing inertial measurement unit controller image plane image moment +7 more

IEEE-ASME Transactions on Mechatronics 14 citations Published 2017-12-01
A novel online multi-label classifier for high-speed streaming data applications (2017)

Rajasekar Venkatesan Meng Joo Er Mihika Dave Mahardhika Pratama Shiqian Wu

classifier hamming code pattern recognition binary number sample +6 more

Evolving Systems 19 citations Published 2017-12-01
A multi-stream convolutional neural network for sEMG-based gesture recognition in muscle-computer interface (2017)

Wentao Wei Yongkang Wong Yu Du Yu Hu Mohan S. Kankanhalli Weidong Geng

gesture recognition convolutional neural network deep learning gesture pattern recognition +6 more

Pattern Recognition Letters 68 citations Published 2017-12-01
3d visual perception for self-driving cars using a multi-camera system: Calibration, mapping, localization, and obstacle detection (2017)

Christian Häne Lionel Heng Gim Hee Lee Friedrich Fraundorfer Paul Furgale Torsten Sattler Marc Pollefeys Marc Pollefeys

camera resectioning depth map obstacle visual perception computer vision +6 more

Image and Vision Computing 80 citations Published 2017-12-01
A hybrid machine learning approach for additive manufacturing design feature recommendation (2017)

Xiling Yao Seung Ki Moon Guijun Bi

design knowledge hierarchical clustering conceptual design classifier machine learning +7 more

Rapid Prototyping Journal 16 citations Published 2017-11-29

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A Neural Transition-based Model for Nested Mention Recognition (2018)

A Fine-Grained Spatial-Temporal Attention Model for Video Captioning (2018)

An innovative framework for designing genetic algorithm structures (2017)

Active Canny: Edge Detection and Recovery with Open Active Contour Models (2017)

LRSSLMDA: Laplacian Regularized Sparse Subspace Learning for MiRNA-Disease Association prediction. (2017)

Learning to Attend via Word-Aspect Associative Fusion for Aspect-based Sentiment Analysis (2017)

By the Community & For the Community: A Deep Learning Approach to Assist Collaborative Editing in Q&A Sites (2017)

A review of clustering techniques and developments (2017)

Visual attention analysis and prediction on human faces (2017)

Toward Simultaneous Visual Comfort and Depth Sensation Optimization for Stereoscopic 3-D Experience (2017)

Spatial-temporal residue network based in-loop filter for video coding (2017)

Robust Alternating Low-Rank Representation by joint Lp- and L2,p-norm minimization. (2017)

No-Reference Quality Metric of Contrast-Distorted Images Based on Information Maximization (2017)

Haze visibility enhancement: A Survey and quantitative benchmarking (2017)

Fusing disparate object signatures for salient object detection in video (2017)

Adaptive Visual Servoing of Unmanned Aerial Vehicles in GPS-Denied Environments (2017)

A novel online multi-label classifier for high-speed streaming data applications (2017)

A multi-stream convolutional neural network for sEMG-based gesture recognition in muscle-computer interface (2017)

3d visual perception for self-driving cars using a multi-camera system: Calibration, mapping, localization, and obstacle detection (2017)

A hybrid machine learning approach for additive manufacturing design feature recommendation (2017)