Publications - Machine Learning SG

Semi-Random Projection for Dimensionality Reduction and Extreme Learning Machine in High-Dimensional Space (2015)

Rui Zhao Kezhi Mao

random projection dimensionality reduction extreme learning machine feature learning feature extraction +6 more

IEEE Computational Intelligence Magazine 18 citations Published 2015-07-16
Efficient L-shape fitting of laser scanner data for vehicle pose estimation (2015)

Xiaotong Shen Scott Pendleton Marcelo H. Ang

laser scanning pose data point scanner disjoint sets +6 more

2015 IEEE 7th International Conference on Cybernetics and Intelligent Systems (CIS) and IEEE Conference on Robotics, Automation and Mechatronics (RAM) 14 citations Published 2015-07-15
A survey of calibration-free indoor positioning systems (2015)

A.K.M. Mahtab Hossain Wee-Seng Soh

indoor positioning system wireless site survey scalability robustness compass +7 more

Computer Communications 158 citations Published 2015-07-15
Real-Time Shape Estimation for Wire-Driven Flexible Robots With Multiple Bending Sections Based on Quadratic Bézier Curves (2015)

Shuang Song Zheng Li Max Q.-H. Meng Haoyong Yu Hongliang Ren

arc length bezier curve bending quadratic equation robot +7 more

IEEE Sensors Journal 30 citations Published 2015-07-14
Optimizing selection of competing features via feedback-directed evolutionary algorithms (2015)

Tian Huat Tan Yinxing Xue Manman Chen Jun Sun Yang Liu Jin Song Dong

feature model software product line evolutionary algorithm new product development feature selection +7 more

Proceedings of the 2015 International Symposium on Software Testing and Analysis 27 citations Published 2015-07-13
Real-time occupancy estimation using environmental parameters (2015)

Mustafa K. Masood Yeng Chai Soh Victor W.-C. Chang

feature selection feature extraction artificial neural network intelligent control machine learning +6 more

2015 International Joint Conference on Neural Networks (IJCNN) 18 citations Published 2015-07-12
Non-contact driver cardiac physiological monitoring using video data (2015)

Huan Qi Z. Jane Wang Chunyan Miao

heart rate variability blind signal separation heart rate computer vision computer science +6 more

2015 IEEE China Summit and International Conference on Signal and Information Processing (ChinaSIP) 11 citations Published 2015-07-12
Hierarchical Extreme Learning Machine for unsupervised representation learning (2015)

Wentao Zhu Jun Miao Laiyun Qing Guang-Bin Huang

unsupervised learning semi supervised learning multi task learning feature learning competitive learning +7 more

2015 International Joint Conference on Neural Networks (IJCNN) 39 citations Published 2015-07-12
A two stage learning algorithm for a Growing-Pruning Spiking Neural Network for pattern classification problems (2015)

Shirin Dora Suresh Sundaram Narasimhan Sundararajan

random neural network spiking neural network echo state network neural coding network architecture +7 more

2015 International Joint Conference on Neural Networks (IJCNN) 21 citations Published 2015-07-12
Wind Power Forecasting Using Neural Network Ensembles With Feature Selection (2015)

Song Li Peng Wang Lalit Goel

probabilistic forecasting wind power forecasting feature selection wavelet transform wavelet +6 more

IEEE Transactions on Sustainable Energy 81 citations Published 2015-07-10
Visual acuity inspired saliency detection by using sparse features (2015)

Yuming Fang Weisi Lin Zhijun Fang Zhenzhong Chen Chia-Wen Lin Chenwei Deng

human visual system model salience ground truth computer vision pattern recognition +6 more

Information Sciences 20 citations Published 2015-07-10
On Pixel-Wise Explanations for Non-Linear Classifier Decisions by Layer-Wise Relevance Propagation. (2015)

Sebastian Bach Alexander Binder Grégoire Montavon Frederick Klauschen Klaus Robert Müller Wojciech Samek

mnist database contextual image classification bag of words model kernel method artificial neural network +6 more

PLOS ONE 1,410 citations Published 2015-07-10
Semantic richness effects in lexical decision: The role of feedback (2015)

Melvin J. Yap Gail Y. Lim Penny M. Pexman

lexical decision task semeval semantic similarity word recognition natural language processing +7 more

Memory & Cognition 18 citations Published 2015-07-09
Troll detection by domain-adapting sentiment analysis (2015)

Chun Wei Seah Hai Leong Chieu Kian Ming A. Chai Loo-Nin Teow Lee Wei Yeong

sentiment analysis ordinal number natural language processing the internet machine learning +7 more

2015 18th International Conference on Information Fusion (Fusion) 22 citations Published 2015-07-06
Airborne SAR Moving Target Signatures and Imagery Based on LVD (2015)

Lei Yang Guoan Bi Mengdao Xing Liren Zhang

moving target indication synthetic aperture radar inverse synthetic aperture radar point target side looking airborne radar +6 more

IEEE Transactions on Geoscience and Remote Sensing 27 citations Published 2015-07-06
Vehicles overtaking detection using RGB-D data (2015)

Yingjie Xia Chunhui Wang Xingmin Shi Luming Zhang

overtaking vehicle tracking system intelligent transportation system rgb color model computer vision +4 more

Signal Processing 14 citations Published 2015-07-01
The CoNLL-2015 Shared Task on Shallow Discourse Parsing (2015)

Nianwen Xue Hwee Tou Ng Sameer Pradhan Rashmi Prasad Christopher Bryant Attapol Rutherford

discourse relation parsing natural language test set virtual machine +4 more

Proceedings of the Nineteenth Conference on Computational Natural Language Learning - Shared Task 127 citations Published 2015-07-01
Structured Learning from Heterogeneous Behavior for Social Identity Linkage (2015)

Siyuan Liu Shuhui Wang Feida Zhu

consistency model structured prediction social network sparse approximation maximization +6 more

IEEE Transactions on Knowledge and Data Engineering 31 citations Published 2015-07-01
Semantic Analysis and Helpfulness Prediction of Text for Online Product Reviews (2015)

Yinfei Yang Yaowei Yan Minghui Qiu Forrest Bao

helpfulness ranking information retrieval natural language processing product +4 more

Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 2: Short Papers) 61 citations Published 2015-07-01
Resolving Ambiguous Hand Pose Predictions by Exploiting Part Correlations (2015)

Hui Liang Junsong Yuan Daniel Thalmann

product of experts posterior probability classifier pattern recognition pixel +6 more

IEEE Transactions on Circuits and Systems for Video Technology 17 citations Published 2015-07-01

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Semi-Random Projection for Dimensionality Reduction and Extreme Learning Machine in High-Dimensional Space (2015)

Efficient L-shape fitting of laser scanner data for vehicle pose estimation (2015)

A survey of calibration-free indoor positioning systems (2015)

Real-Time Shape Estimation for Wire-Driven Flexible Robots With Multiple Bending Sections Based on Quadratic Bézier Curves (2015)

Optimizing selection of competing features via feedback-directed evolutionary algorithms (2015)

Real-time occupancy estimation using environmental parameters (2015)

Non-contact driver cardiac physiological monitoring using video data (2015)

Hierarchical Extreme Learning Machine for unsupervised representation learning (2015)

A two stage learning algorithm for a Growing-Pruning Spiking Neural Network for pattern classification problems (2015)

Wind Power Forecasting Using Neural Network Ensembles With Feature Selection (2015)

Visual acuity inspired saliency detection by using sparse features (2015)

On Pixel-Wise Explanations for Non-Linear Classifier Decisions by Layer-Wise Relevance Propagation. (2015)

Semantic richness effects in lexical decision: The role of feedback (2015)

Troll detection by domain-adapting sentiment analysis (2015)

Airborne SAR Moving Target Signatures and Imagery Based on LVD (2015)

Vehicles overtaking detection using RGB-D data (2015)

The CoNLL-2015 Shared Task on Shallow Discourse Parsing (2015)

Structured Learning from Heterogeneous Behavior for Social Identity Linkage (2015)

Semantic Analysis and Helpfulness Prediction of Text for Online Product Reviews (2015)

Resolving Ambiguous Hand Pose Predictions by Exploiting Part Correlations (2015)