Publications - Machine Learning SG

Artificial intelligence in research (2017)

Mrinal Musib Feng Wang Michael A. Tarselli Rachel Yoho Kun-Hsing Yu Rigoberto Medina Andrés Noah F. Greenwald Xubin Pan Chien-Hsiu Lee Jian Zhang Ken Dutton-Regester Jake Wyatt Johnston Icell Mahmoud Sharafeldin

music and artificial intelligence artificial intelligence engineering

Science 15 citations Published 2017-07-07
Dual Path Networks (2017)

Yunpeng Chen Jianan Li Huaxin Xiao Xiaojie Jin Shuicheng Yan Jiashi Feng

network topology contextual image classification segmentation computer engineering equivalence +7 more

arXiv preprint arXiv:1707.01629 205 citations Published 2017-07-06
Deep Model for Dropout Prediction in MOOCs (2017)

Wei Wang Han Yu Chunyan Miao

deep learning feature engineering recurrent neural network artificial neural network convolutional neural network +5 more

Proceedings of the 2nd International Conference on Crowd Science and Engineering 53 citations Published 2017-07-06
Bayesian network based extreme learning machine for subjectivity detection (2017)

Iti Chaturvedi Edoardo Ragusa Paolo Gastaldo Rodolfo Zunino Erik Cambria

extreme learning machine bayesian network recurrent neural network sentiment analysis binary classification +6 more

Journal of The Franklin Institute-engineering and Applied Mathematics 96 citations Published 2017-07-04
A Genetic Programming Approach to System Identification of Rainfall-Runoff Models (2017)

Jayashree Chadalawada Vojtech Havlicek Vladan Babovic

genetic programming evolutionary algorithm evolutionary computation knowledge extraction multicollinearity +7 more

Water Resources Management 17 citations Published 2017-07-04
TLEL: A two-layer ensemble learning approach for just-in-time defect prediction (2017)

Xinli Yang David Lo Xin Xia Jianliang Sun

ensemble learning random forest cost effectiveness decision tree source lines of code +7 more

Information & Software Technology 93 citations Published 2017-07-01
Time Expression Analysis and Recognition Using Syntactic Token Types and General Heuristic Rules (2017)

Xiaoshi Zhong Aixin Sun Erik Cambria

expression regular expression heuristic numeral system syntax +6 more

Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) 32 citations Published 2017-07-01
Spatio-Temporal Naive-Bayes Nearest-Neighbor (ST-NBNN) for Skeleton-Based Action Recognition (2017)

Junwu Weng Chaoqun Weng Junsong Yuan

naive bayes classifier linear classifier deep learning bilinear interpolation machine learning +6 more

2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 74 citations Published 2017-07-01
Semantic Segmentation via Structured Patch Prediction, Context CRF and Guidance CRF (2017)

Falong Shen Rui Gan Shuicheng Yan Gang Zeng

image segmentation segmentation message passing parsing machine learning +6 more

2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 43 citations Published 2017-07-01
Self-Supervised Neural Aggregation Networks for Human Parsing (2017)

Jian Zhao Jianshu Li Xuecheng Nie Fang Zhao Yunpeng Chen Zhecan Wang Jiashi Feng Shuicheng Yan

parsing artificial neural network discriminative model benchmark machine learning +4 more

2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) 19 citations Published 2017-07-01
Salient Object Detection With Spatiotemporal Background Priors for Video (2017)

Tao Xi Wei Zhao Han Wang Weisi Lin

object detection salience feature extraction image segmentation visual objects +7 more

IEEE Transactions on Image Processing 56 citations Published 2017-07-01
Richer Convolutional Features for Edge Detection (2017)

Yun Liu Ming-Ming Cheng Xiaowei Hu Jia-Wang Bian Le Zhang Xiang Bai Jinhui Tang

convolutional neural network edge detection feature image segmentation feature extraction +7 more

2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 403 citations Published 2017-07-01
Probabilistic Forecast of PV Power Generation Based on Higher Order Markov Chain (2017)

Mohammad Javad Sanjari H. B. Gooi

probability distribution photovoltaic system markov chain probability density function probabilistic logic +7 more

IEEE Transactions on Power Systems 87 citations Published 2017-07-01
Outlier-Robust Tensor PCA (2017)

Pan Zhou Jiashi Feng

structure tensor tensor tensor product network outlier multilinear subspace learning +6 more

2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 62 citations Published 2017-07-01
Neural Word Segmentation with Rich Pretraining (2017)

Jie Yang Yue Zhang Fei Dong

text segmentation segmentation pattern recognition modular design computer science +3 more

Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) 76 citations Published 2017-07-01
Neural Architectures for Multilingual Semantic Parsing (2017)

Raymond Hendy Susanto Wei Lu

parsing natural language natural language processing computer science artificial intelligence +1 more

Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) 24 citations Published 2017-07-01
Multiobjective Multifactorial Optimization in Evolutionary Multitasking (2017)

Abhishek Gupta Yew-Soon Ong Liang Feng Kay Chen Tan

evolutionary programming evolutionary algorithm evolutionary computation multi objective optimization interactive evolutionary computation +7 more

IEEE Transactions on Systems, Man, and Cybernetics 111 citations Published 2017-07-01
Multi-scale exposure fusion via gradient domain guided image filtering (2017)

Fei Kou Zhengguo Li Changyun Wen Weihai Chen

edge preserving smoothing pyramid smoothing high dynamic range filter +6 more

2017 IEEE International Conference on Multimedia and Expo (ICME) 26 citations Published 2017-07-01
Modeling Disease Progression via Multisource Multitask Learners: A Case Study With Alzheimer’s Disease (2017)

Liqiang Nie Luming Zhang Lei Meng Xuemeng Song Xiaojun Chang Xuelong Li

data modeling linear model matrix decomposition time point disease +6 more

IEEE Transactions on Neural Networks 55 citations Published 2017-07-01
Lie-X: Depth Image Based Articulated Object Pose Estimation, Tracking, and Action Recognition on Lie Groups (2017)

Chi Xu Lakshmi Narasimhan Govindarajan Yu Zhang Li Cheng

articulated body pose estimation pose convolutional neural network lie group computer vision +5 more

International Journal of Computer Vision 67 citations Published 2017-07-01

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Artificial intelligence in research (2017)

Dual Path Networks (2017)

Deep Model for Dropout Prediction in MOOCs (2017)

Bayesian network based extreme learning machine for subjectivity detection (2017)

A Genetic Programming Approach to System Identification of Rainfall-Runoff Models (2017)

TLEL: A two-layer ensemble learning approach for just-in-time defect prediction (2017)

Time Expression Analysis and Recognition Using Syntactic Token Types and General Heuristic Rules (2017)

Spatio-Temporal Naive-Bayes Nearest-Neighbor (ST-NBNN) for Skeleton-Based Action Recognition (2017)

Semantic Segmentation via Structured Patch Prediction, Context CRF and Guidance CRF (2017)

Self-Supervised Neural Aggregation Networks for Human Parsing (2017)

Salient Object Detection With Spatiotemporal Background Priors for Video (2017)

Richer Convolutional Features for Edge Detection (2017)

Probabilistic Forecast of PV Power Generation Based on Higher Order Markov Chain (2017)

Outlier-Robust Tensor PCA (2017)

Neural Word Segmentation with Rich Pretraining (2017)

Neural Architectures for Multilingual Semantic Parsing (2017)

Multiobjective Multifactorial Optimization in Evolutionary Multitasking (2017)

Multi-scale exposure fusion via gradient domain guided image filtering (2017)

Modeling Disease Progression via Multisource Multitask Learners: A Case Study With Alzheimer’s Disease (2017)

Lie-X: Depth Image Based Articulated Object Pose Estimation, Tracking, and Action Recognition on Lie Groups (2017)