Publications - Machine Learning SG

Joint word segmentation, POS-tagging and syntactic chunking (2016)

Chen Lyu Yue Zhang Donghong Ji

scale space segmentation chunking text segmentation segmentation pattern recognition +5 more

AAAI'16 Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence 16 citations Published 2016-02-12
Improving Twitter sentiment classification using topic-enriched multi-prototype word embeddings (2016)

Yafeng Ren Yue Zhang Meishan Zhang Donghong Ji

sentiment analysis semeval artificial neural network natural language processing machine learning +3 more

AAAI'16 Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence 78 citations Published 2016-02-12
Gated neural networks for targeted sentiment analysis (2016)

Meishan Zhang Yue Zhang Duy-Tin Vo

sentiment analysis pooling noisy text artificial neural network semantics +7 more

AAAI'16 Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence 168 citations Published 2016-02-12
Fusing social networks with deep learning for volunteerism tendency prediction (2016)

Yongpo Jia Xuemeng Song Jingbo Zhou Li Liu Liqiang Nie David S. Rosenblum

deep learning social network machine learning artificial intelligence computer science +3 more

AAAI'16 Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence 13 citations Published 2016-02-12
Fortune teller: predicting your career path (2016)

Ye Liu Luming Zhang Liqiang Nie Yan Yan David S. Rosenblum

social network multi task learning lasso artificial intelligence computer science +4 more

AAAI'16 Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence 233 citations Published 2016-02-12
Efficient average reward reinforcement learning using constant shifting values (2016)

Shangdong Yang Yang Gao Bo An Hao Wang Xingguo Chen

reinforcement learning convergence linear function mathematical optimization artificial intelligence +2 more

AAAI'16 Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence 12 citations Published 2016-02-12
Context-sensitive Twitter sentiment classification using neural network (2016)

Yafeng Ren Yue Zhang Meishan Zhang Donghong Ji

sentiment analysis word embedding feature engineering artificial neural network machine learning +3 more

AAAI'16 Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence 132 citations Published 2016-02-12
ICCDetector: ICC-Based Malware Detection on Android (2016)

Ke Xu Yingjiu Li Robert H. Deng

mobile malware malware false positive paradox benchmark android +7 more

IEEE Transactions on Information Forensics and Security 113 citations Published 2016-02-03
Free-Energy Principle Inspired Video Quality Metric and Its Use in Video Coding (2016)

Long Xu Weisi Lin Lin Ma Yongbing Zhang Yuming Fang King Ngi Ngan Songnan Li Yihua Yan

video quality subjective video quality multiview video coding motion compensation video tracking +6 more

IEEE Transactions on Multimedia 20 citations Published 2016-02-03
Bearing Defect Classification Based on Individual Wavelet Local Fisher Discriminant Analysis with Particle Swarm Optimization (2016)

Mien Van Hee-Jun Kang

linear classifier structured support vector machine linear discriminant analysis support vector machine kernel method +6 more

IEEE Transactions on Industrial Informatics 115 citations Published 2016-02-03
Vision-based approach towards lane line detection and vehicle localization (2016)

Xinxin Du Kok Kiong Tan

pixel filter computer vision detector computer science +4 more

machine vision applications 50 citations Published 2016-02-01
The Clutterpalette: An Interactive Tool for Detailing Indoor Scenes (2016)

Lap-Fai Yu Sai-Kit Yeung Demetri Terzopoulos

scene statistics computer graphics solid modeling human computer interaction computer vision +4 more

IEEE Transactions on Visualization and Computer Graphics 23 citations Published 2016-02-01
Semantics-Based Online Malware Detection: Towards Efficient Real-Time Protection Against Malware (2016)

Sanjeev Das Yang Liu Wei Zhang Mahintham Chandramohan

malware system call multilayer perceptron feature extraction classifier +6 more

IEEE Transactions on Information Forensics and Security 118 citations Published 2016-02-01
Self-Learning Gene Expression Programming (2016)

Jinghui Zhong Yew-Soon Ong Wentong Cai

gene expression programming symbolic regression differential evolution artificial intelligence machine learning +5 more

IEEE Transactions on Evolutionary Computation 73 citations Published 2016-02-01
Robust Edge-Stop Functions for Edge-Based Active Contour Models in Medical Image Segmentation (2016)

Agus Pratondo Chee-Kong Chui Sim-Heng Ong

active contour model image gradient image segmentation morphological gradient level set +7 more

IEEE Signal Processing Letters 59 citations Published 2016-02-01
Retrieval and classification methods for textured 3D models: a comparative study (2016)

S. Biasotti A. Cerri M. Aono A. Ben Hamza V. Garro A. Giachetti D. Giorgi A. Godil C. Li C. Sanada M. Spagnuolo A. Tatsuma S. Velasco-Forero

computer graphics rgb color model pattern recognition computer vision computer science +4 more

The Visual Computer 11 citations Published 2016-02-01
Online Multi-Modal Distance Metric Learning with Application to Image Retrieval (2016)

Pengcheng Wu Steven C. H. Hoi Peilin Zhao Chunyan Miao Zhi-Yong Liu

metric feature feature vector feature extraction similarity learning +7 more

IEEE Transactions on Knowledge and Data Engineering 57 citations Published 2016-02-01
NUS-PRO: A New Visual Tracking Challenge (2016)

Annan Li Min Lin Yi Wu Ming-Hsuan Yang Shuicheng Yan

video tracking eye tracking computer vision computer science artificial intelligence +2 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 153 citations Published 2016-02-01
Memetic Music Composition (2016)

Enrique Munoz Jose Manuel Cadenas Yew Soon Ong Giovanni Acampora

pop music automation musical composition evolutionary music computational intelligence unfigured bass +5 more

IEEE Transactions on Evolutionary Computation 24 citations Published 2016-02-01
Guided Image Contrast Enhancement Based on Retrieved Images in Cloud (2016)

Shiqi Wang Ke Gu Siwei Ma Weisi Lin Xianming Liu Wen Gao

image processing image formation edge enhancement unsharp masking image restoration +6 more

IEEE Transactions on Multimedia 39 citations Published 2016-02-01

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Joint word segmentation, POS-tagging and syntactic chunking (2016)

Improving Twitter sentiment classification using topic-enriched multi-prototype word embeddings (2016)

Gated neural networks for targeted sentiment analysis (2016)

Fusing social networks with deep learning for volunteerism tendency prediction (2016)

Fortune teller: predicting your career path (2016)

Efficient average reward reinforcement learning using constant shifting values (2016)

Context-sensitive Twitter sentiment classification using neural network (2016)

ICCDetector: ICC-Based Malware Detection on Android (2016)

Free-Energy Principle Inspired Video Quality Metric and Its Use in Video Coding (2016)

Bearing Defect Classification Based on Individual Wavelet Local Fisher Discriminant Analysis with Particle Swarm Optimization (2016)

Vision-based approach towards lane line detection and vehicle localization (2016)

The Clutterpalette: An Interactive Tool for Detailing Indoor Scenes (2016)

Semantics-Based Online Malware Detection: Towards Efficient Real-Time Protection Against Malware (2016)

Self-Learning Gene Expression Programming (2016)

Robust Edge-Stop Functions for Edge-Based Active Contour Models in Medical Image Segmentation (2016)

Retrieval and classification methods for textured 3D models: a comparative study (2016)

Online Multi-Modal Distance Metric Learning with Application to Image Retrieval (2016)

NUS-PRO: A New Visual Tracking Challenge (2016)

Memetic Music Composition (2016)

Guided Image Contrast Enhancement Based on Retrieved Images in Cloud (2016)