Publications - Machine Learning SG

A poisson process model for activity forecasting (2016)

Tahmida Mahmud Mahmudul Hasan Anirban Chakraborty Amit K. Roy-Chowdhury

cox process importance sampling monte carlo method machine learning rate function +5 more

2016 IEEE International Conference on Image Processing (ICIP) 13 citations Published 2016-08-19
SVM-Prot 2016: A Web-Server for Machine Learning Prediction of Protein Functional Families from Sequence Irrespective of Similarity. (2016)

Ying Hong Li Jing Yu Xu Jing Yu Xu Lin Tao Lin Tao Xiao Feng Li Shuang Li Xian Zeng Shang Ying Chen Peng Zhang Chu Qin Cheng Zhang Zhe Chen Feng Zhu Yu Zong Chen

protein domain protein superfamily artificial neural network sequence alignment support vector machine +6 more

PLOS ONE 80 citations Published 2016-08-15
Role of Muscle Synergies in Real-Time Classification of Upper Limb Motions using Extreme Learning Machines. (2016)

Chris Wilson Antuvan Federica Bisio Francesca Marini Shih-Cheng Yen Erik Cambria Lorenzo Masia

extreme learning machine feature extraction real time control system machine learning exoskeleton +6 more

Journal of Neuroengineering and Rehabilitation 20 citations Published 2016-08-15
Maximizing influence under influence loss constraint in social networks (2016)

Yifeng Zeng Xuefeng Chen Gao Cong Shengchao Qin Jing Tang Yanping Xiang

maximization social network viral marketing mathematical optimization small set +3 more

Expert Systems With Applications 20 citations Published 2016-08-15
Probabilistic Robust Route Recovery with Spatio-Temporal Dynamics (2016)

Hao Wu Jiangyun Mao Weiwei Sun Baihua Zheng Hanyuan Zhang Ziyang Chen Wei Wang

probabilistic logic probabilistic method robustness trajectory data mining +4 more

Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining 15 citations Published 2016-08-13
CoNLL 2016 Shared Task on Multilingual Shallow Discourse Parsing (2016)

Nianwen Xue Hwee Tou Ng Sameer Pradhan Attapol Rutherford Bonnie L. Webber Chuan Wang Hongmin Wang

parsing natural language natural language processing linguistics computer science +6 more

54th Annual Meeting of the Association for Computational Linguistics 108 citations Published 2016-08-12
Gradient Direction for Screen Content Image Quality Assessment (2016)

Zhangkai Ni Lin Ma Huanqiang Zeng Canhui Cai Kai-Kuang Ma

image gradient image quality human visual system model pooling pattern recognition +6 more

IEEE Signal Processing Letters 64 citations Published 2016-08-10
Unsupervised multi-graph cross-modal hashing for large-scale multimedia retrieval (2016)

Liang Xie Lei Zhu Guoqi Chen

dynamic perfect hashing double hashing feature hashing hash table hash function +8 more

Multimedia Tools and Applications 39 citations Published 2016-08-01
Transition-Based Neural Word Segmentation (2016)

Meishan Zhang Yue Zhang Guohong Fu

scale space segmentation segmentation based object categorization text segmentation pattern recognition computer science +1 more

Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) 104 citations Published 2016-08-01
Statistical Learning Theory and ELM for Big Social Data Analysis (2016)

Luca Oneto Federica Bisio Erik Cambria Davide Anguita

sentiment analysis statistical learning theory social data analysis extreme learning machine big data +7 more

IEEE Computational Intelligence Magazine 80 citations Published 2016-08-01
Multi-Path Feedback Recurrent Neural Network for Scene Parsing (2016)

Xiaojie Jin Yunpeng Chen Jiashi Feng Zequn Jie Shuicheng Yan

recurrent neural network parsing artificial intelligence computer science multi path

AAAI 16 citations Published 2016-08-01
Meta-cognitive online sequential extreme learning machine for imbalanced and concept-drifting data classification (2016)

Bilal Mirza Zhiping Lin

concept drift online machine learning active learning semi supervised learning instance based learning +6 more

Neural Networks 58 citations Published 2016-08-01
Mass cytometry: blessed with the curse of dimensionality. (2016)

Evan W Newell Yang Cheng

mass cytometry curse of dimensionality machine learning mathematics immunology +3 more

Nature Immunology 73 citations Published 2016-08-01
LexSemTm: A Semantic Dataset Based on All-words Unsupervised Sense Distribution Learning (2016)

Andrew Bennett Timothy Baldwin Jey Han Lau Diana McCarthy Francis Bond

unsupervised learning semantic computing machine learning computer science artificial intelligence

Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) 15 citations Published 2016-08-01
Integrating holistic and local deep features for glaucoma classification (2016)

Annan Li Jun Cheng Damon Wing Kee Wong Jiang Liu

contextual image classification feature extraction segmentation visual appearance pattern recognition +7 more

2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) 26 citations Published 2016-08-01
Hyper-connectivity of functional networks for brain disease diagnosis (2016)

Biao Jie Biao Jie Chong Yaw Wee Dinggang Shen Dinggang Shen Daoqiang Zhang

brain mapping feature selection discriminative model support vector machine sparse approximation +6 more

Medical Image Analysis 70 citations Published 2016-08-01
Generative Topic Embedding: a Continuous Representation of Documents (2016)

Shaohua Li Tat-Seng Chua Jun Zhu Chunyan Miao

word embedding topic model document clustering document classification embedding +6 more

Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) 82 citations Published 2016-08-01
Exploring Convolutional and Recurrent Neural Networks in Sequential Labelling for Dialogue Topic Tracking (2016)

Seokhwan Kim Rafael E. Banchs Haizhou Li

recurrent neural network artificial intelligence machine learning computer science labelling

Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) 16 citations Published 2016-08-01
Evolutionary game theoretic demand-side management and control for a class of networked smart grid (2016)

Bing Zhu Xiaohua Xia Zhou Wu

smart grid game theory evolutionary game theory grid optimal control +6 more

Automatica 36 citations Published 2016-08-01
Efficient Image Sharpness Assessment Based on Content Aware Total Variation (2016)

Khosro Bahrami Alex C. Kot

image quality standard deviation generalized normal distribution machine vision shape parameter +6 more

IEEE Transactions on Multimedia 11 citations Published 2016-08-01

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A poisson process model for activity forecasting (2016)

SVM-Prot 2016: A Web-Server for Machine Learning Prediction of Protein Functional Families from Sequence Irrespective of Similarity. (2016)

Role of Muscle Synergies in Real-Time Classification of Upper Limb Motions using Extreme Learning Machines. (2016)

Maximizing influence under influence loss constraint in social networks (2016)

Probabilistic Robust Route Recovery with Spatio-Temporal Dynamics (2016)

CoNLL 2016 Shared Task on Multilingual Shallow Discourse Parsing (2016)

Gradient Direction for Screen Content Image Quality Assessment (2016)

Unsupervised multi-graph cross-modal hashing for large-scale multimedia retrieval (2016)

Transition-Based Neural Word Segmentation (2016)

Statistical Learning Theory and ELM for Big Social Data Analysis (2016)

Multi-Path Feedback Recurrent Neural Network for Scene Parsing (2016)

Meta-cognitive online sequential extreme learning machine for imbalanced and concept-drifting data classification (2016)

Mass cytometry: blessed with the curse of dimensionality. (2016)

LexSemTm: A Semantic Dataset Based on All-words Unsupervised Sense Distribution Learning (2016)

Integrating holistic and local deep features for glaucoma classification (2016)

Hyper-connectivity of functional networks for brain disease diagnosis (2016)

Generative Topic Embedding: a Continuous Representation of Documents (2016)

Exploring Convolutional and Recurrent Neural Networks in Sequential Labelling for Dialogue Topic Tracking (2016)

Evolutionary game theoretic demand-side management and control for a class of networked smart grid (2016)

Efficient Image Sharpness Assessment Based on Content Aware Total Variation (2016)