Publications - Machine Learning SG

Design of a Soft Robotic Glove for Hand Rehabilitation of Stroke Patients with Clenched Fist Deformity using Inflatable Plastic Actuators (2016)

Hong Kai Yap Jeong Hoon Lim James Cho Hong Goh Chen-Hua Yeow

clenched fist inflatable robotics deformity kinematics +7 more

Journal of Medical Devices-transactions of The Asme 17 citations Published 2016-12-01
Deep Transfer Metric Learning (2016)

Junlin Hu Jiwen Lu Yap-Peng Tan Jie Zhou

autoencoder semi supervised learning metric space artificial neural network discriminative model +7 more

IEEE Transactions on Image Processing 244 citations Published 2016-12-01
Deceptive Opinion Spam Detection Using Neural Network (2016)

Yafeng Ren Yue Zhang

recurrent neural network convolutional neural network artificial neural network sentence natural language processing +5 more

Proceedings of COLING 2016, the 26th International Conference on Computational Linguistics: Technical Papers 26 citations Published 2016-12-01
Convolutional MKL Based Multimodal Emotion Recognition and Sentiment Analysis (2016)

Soujanya Poria Iti Chaturvedi Erik Cambria Amir Hussain

sentiment analysis deep learning the internet convolutional neural network internet access +6 more

2016 IEEE 16th International Conference on Data Mining (ICDM) 292 citations Published 2016-12-01
Contour Restoration of Text Components for Recognition in Video/Scene Images (2016)

Yirui Wu Palaiahnakote Shivakumara Tong Lu Chew Lim Tan Michael Blumenstein Govindaraj Hemantha Kumar

image processing feature extraction image restoration pixel pattern recognition +7 more

IEEE Transactions on Image Processing 13 citations Published 2016-12-01
Concurrently searching branches in software tests generation through multitask evolution (2016)

Ramon Sagarna Yew-Soon Ong

evolutionary computation software human multitasking preference relation machine learning +4 more

2016 IEEE Symposium Series on Computational Intelligence (SSCI) 23 citations Published 2016-12-01
Blind Image Quality Assessment Using Statistical Structural and Luminance Features (2016)

Qiaohong Li Weisi Lin Jingtao Xu Yuming Fang

image quality luminance feature extraction feature vector local binary patterns +7 more

IEEE Transactions on Multimedia 99 citations Published 2016-12-01
Beyond Object Proposals: Random Crop Pooling for Multi-Label Image Recognition (2016)

Meng Wang Changzhi Luo Richang Hong Jinhui Tang Jiashi Feng

3d single object recognition feature extraction convolutional neural network boosting artificial neural network +7 more

IEEE Transactions on Image Processing 37 citations Published 2016-12-01
Band selection for hyperspectral images using probabilistic memetic algorithm (2016)

Liang Feng Ah-Hwee Tan Meng-Hiot Lim Si Wei Jiang

memetic algorithm metaheuristic cluster analysis probabilistic logic computational intelligence +6 more

soft computing 13 citations Published 2016-12-01
Autonomous Navigation of UAV in Foliage Environment (2016)

Jin Q. Cui Shupeng Lai Xiangxu Dong Ben M. Chen

navigation system mobile robot navigation dead reckoning air navigation wind triangle +6 more

Journal of Intelligent and Robotic Systems 20 citations Published 2016-12-01
Automatic Extraction of Learner Errors in ESL Sentences Using Linguistically Enhanced Alignments (2016)

Mariano Felice Christopher Bryant Ted Briscoe

sentence natural language processing annotation speech recognition computer science +2 more

Proceedings of COLING 2016, the 26th International Conference on Computational Linguistics: Technical Papers 28 citations Published 2016-12-01
Adaptive Scaling of Cluster Boundaries for Large-Scale Social Media Data Clustering (2016)

Lei Meng Ah-Hwee Tan Donald C. Wunsch

fuzzy clustering cluster analysis correlation clustering constrained clustering flame clustering +7 more

IEEE Transactions on Neural Networks 23 citations Published 2016-12-01
A Self-Regulated Interval Type-2 Neuro-Fuzzy Inference System for Handling Nonstationarities in EEG Signals for BCI (2016)

Ankit Kumar Das Suresh Sundaram Narasimhan Sundararajan

neuro fuzzy feature extraction fuzzy set fuzzy logic test data generation +6 more

IEEE Transactions on Fuzzy Systems 21 citations Published 2016-12-01
A Novel Sensor Fusion Based Indoor Visible Light Positioning System (2016)

Ran Zhang Wen-De Zhong Dehao Wu Kemao Qian

brooks iyengar algorithm sensor fusion image sensor optimization problem singular value decomposition +6 more

2016 IEEE Globecom Workshops (GC Wkshps) 14 citations Published 2016-12-01
A modified phase-coding method for absolute phase retrieval (2016)

Y. Xing C. Quan C.J. Tay

absolute phase phase structured light 3d scanner profilometer computer vision +5 more

Optics and Lasers in Engineering 64 citations Published 2016-12-01
A General Recommendation Model for Heterogeneous Networks (2016)

Tuan-Anh Nguyen Pham Xutao Li Gao Cong Zhenjie Zhang

heterogeneous network electronic mail data modeling machine learning weighting +7 more

IEEE Transactions on Knowledge and Data Engineering 32 citations Published 2016-12-01
A fusion framework for occupancy estimation in office buildings based on environmental sensor data (2016)

Zhenghua Chen Mustafa K. Masood Yeng Chai Soh

occupancy grid mapping extreme learning machine occupancy support vector machine artificial neural network +7 more

Energy and Buildings 39 citations Published 2016-12-01
A Framework of Human–Robot Coordination Based on Game Theory and Policy Iteration (2016)

Yanan Li Keng Peng Tee Rui Yan Wei Liang Chan Yan Wu

human robot interaction game theory nash equilibrium robot kinematics robot +4 more

IEEE Transactions on Robotics 60 citations Published 2016-12-01
A discriminative subject-specific spatio-spectral filter selection approach for EEG based motor-imagery task classification (2016)

A.K. Das S. Suresh N. Sundararajan

sequential algorithm discriminative model classifier intelligent decision support system pattern recognition +7 more

Expert Systems With Applications 16 citations Published 2016-12-01
Automatic Identification of Systolic Time Intervals in Seismocardiogram. (2016)

Ghufran Shafiq Sivanagaraja Tatinati Wei Tech Ang Kalyana C. Veluvolu

signal processing accelerometer robustness wearable computer supine position +6 more

Scientific Reports 32 citations Published 2016-11-22

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Design of a Soft Robotic Glove for Hand Rehabilitation of Stroke Patients with Clenched Fist Deformity using Inflatable Plastic Actuators (2016)

Deep Transfer Metric Learning (2016)

Deceptive Opinion Spam Detection Using Neural Network (2016)

Convolutional MKL Based Multimodal Emotion Recognition and Sentiment Analysis (2016)

Contour Restoration of Text Components for Recognition in Video/Scene Images (2016)

Concurrently searching branches in software tests generation through multitask evolution (2016)

Blind Image Quality Assessment Using Statistical Structural and Luminance Features (2016)

Beyond Object Proposals: Random Crop Pooling for Multi-Label Image Recognition (2016)

Band selection for hyperspectral images using probabilistic memetic algorithm (2016)

Autonomous Navigation of UAV in Foliage Environment (2016)

Automatic Extraction of Learner Errors in ESL Sentences Using Linguistically Enhanced Alignments (2016)

Adaptive Scaling of Cluster Boundaries for Large-Scale Social Media Data Clustering (2016)

A Self-Regulated Interval Type-2 Neuro-Fuzzy Inference System for Handling Nonstationarities in EEG Signals for BCI (2016)

A Novel Sensor Fusion Based Indoor Visible Light Positioning System (2016)

A modified phase-coding method for absolute phase retrieval (2016)

A General Recommendation Model for Heterogeneous Networks (2016)

A fusion framework for occupancy estimation in office buildings based on environmental sensor data (2016)

A Framework of Human–Robot Coordination Based on Game Theory and Policy Iteration (2016)

A discriminative subject-specific spatio-spectral filter selection approach for EEG based motor-imagery task classification (2016)

Automatic Identification of Systolic Time Intervals in Seismocardiogram. (2016)