Publications - Machine Learning SG

Learning from productive failure (2015)

Manu Kapur

instructional design transfer of training concept learning postprint mathematics education +3 more

Learning: Research and Practice 61 citations Published 2015-04-01
Hardware-amenable structural learning for spike-based pattern classification using a simple model of active dendrites (2015)

Shaista Hussain Shih-Chii Liu Arindam Basu

dendritic branch extreme learning machine support vector machine binary classification neuromorphic engineering +6 more

Neural Computation 13 citations Published 2015-04-01
Cognitive workload assessment based on the tensorial treatment of EEG estimates of cross-frequency phase interactions. (2015)

Stavros I. Dimitriadis Yu Sun Kenneth Kwok Nikolaos A. Laskaris Nitish Thakor Anastasios Bezerianos

encoding workload working memory cognition unstructured data +6 more

Annals of Biomedical Engineering 62 citations Published 2015-04-01
Automatic Optic Disc Detection in OCT Slices via Low-Rank Reconstruction (2015)

Huazhu Fu Dong Xu Stephen Lin Damon Wing Kee Wong Jiang Liu

optic disc active appearance model iterative reconstruction optical coherence tomography object detection +7 more

IEEE Transactions on Biomedical Engineering 22 citations Published 2015-04-01
Adaptive Memetic Computing for Evolutionary Multiobjective Optimization (2015)

Vui Ann Shim Kay Chen Tan Huajin Tang

memetic algorithm evolutionary computation evolutionary algorithm metaheuristic genetic algorithm +6 more

IEEE Transactions on Systems, Man, and Cybernetics 54 citations Published 2015-04-01
A web‐tool for visualizing quantitative protein–protein interaction data (2015)

James D. R. Knight Guomin Liu Jian Ping Zhang Adrian Pasculescu Hyungwon Choi Anne-Claude Gingras Anne-Claude Gingras

dot plot data visualization scatter plot data set pairwise comparison +7 more

Proteomics 23 citations Published 2015-04-01
A novel neural-inspired learning algorithm with application to clinical risk prediction (2015)

Darwin Tay Chueh Loo Poh Richard I. Kitney

support vector machine machine learning information processing benchmark artificial intelligence +7 more

Journal of Biomedical Informatics 11 citations Published 2015-04-01
Semantic Classification of Heterogeneous Urban Scenes Using Intrascene Feature Similarity and Interscene Semantic Dependency (2015)

Xiuyuan Zhang Shihong Du Yi-Chen Wang

scene statistics feature feature extraction semantics affine transformation +6 more

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 33 citations Published 2015-03-31
A new computational intelligence approach in formulation of functional relationship of open porosity of the additive manufacturing process (2015)

A. Garg Jasmine Siu Lee Lam M. M. Savalani

model selection computational intelligence test data genetic programming waviness +7 more

The International Journal of Advanced Manufacturing Technology 29 citations Published 2015-03-29
Robust Representation and Recognition of Facial Emotions Using Extreme Sparse Learning (2015)

Seyedehsamaneh Shojaeilangari Wei-Yun Yau Karthik Nandakumar Jun Li Eam Khwang Teoh

sparse approximation extreme learning machine feature extraction discriminative model robustness +6 more

IEEE Transactions on Image Processing 77 citations Published 2015-03-25
Perspectives on biologically inspired hybrid and multi-modal locomotion. (2015)

K H Low Tianjiang Hu Samer Mohammed James Tangorra Mirko Kovac

modal artificial intelligence computer science

Bioinspiration & Biomimetics 38 citations Published 2015-03-25
The case for smartwatch-based diet monitoring (2015)

Sougata Sen Vigneshwaran Subbaraju Archan Misra Rajesh Krishna Balan Youngki Lee

smartwatch gesture recognition wearable computer accelerometer feature extraction +5 more

2015 IEEE International Conference on Pervasive Computing and Communication Workshops (PerCom Workshops) 80 citations Published 2015-03-23
Visual Saliency Detection With Free Energy Theory (2015)

Ke Gu Guangtao Zhai Weisi Lin Xiaokang Yang Wenjun Zhang

salience entropy free energy principle visualization surprise +6 more

IEEE Signal Processing Letters 58 citations Published 2015-03-18
Using Binocular Feature Combination for Blind Quality Assessment of Stereoscopic Images (2015)

Feng Shao Kemeng Li Weisi Lin Gangyi Jiang Mei Yu

stereoscopy feature image quality feature extraction feature detection +7 more

IEEE Signal Processing Letters 30 citations Published 2015-03-18
Predictive modeling in pediatric traumatic brain injury using machine learning (2015)

Shu-Ling Chong Nan Liu Nan Liu Sylvaine Barbier Marcus Eng Hock Ong Marcus Eng Hock Ong

head injury population logistic regression receiver operating characteristic injury severity score +6 more

BMC Medical Research Methodology 23 citations Published 2015-03-17
Optical Encryption and Authentication Based on Phase Retrieval and Sparsity Constraints (2015)

Xiaogang Wang Wen Chen Xudong Chen

encryption phase retrieval median filter sparse approximation authentication +7 more

IEEE Photonics Journal 27 citations Published 2015-03-13
Distance Metric Learning Using Privileged Information for Face Verification and Person Re-Identification (2015)

Xinxing Xu Wen Li Dong Xu

metric feature extraction visualization data set computer vision +7 more

IEEE Transactions on Neural Networks 68 citations Published 2015-03-12
CEPR: A Collaborative Exploration and Periodically Returning Model for Location Prediction (2015)

Defu Lian Xing Xie Vincent W. Zheng Nicholas Jing Yuan Fuzheng Zhang Enhong Chen

location based service markov model machine learning data mining computer science +7 more

ACM Transactions on Intelligent Systems and Technology 87 citations Published 2015-03-11
An effective discrete harmony search algorithm for flexible job shop scheduling problem with fuzzy processing time (2015)

Kai Zhou Gao Ponnuthurai Nagaratnam Suganthan Quan Ke Pan Mehmet Fatih Tasgetiren

flow shop scheduling fuzzy set operations fuzzy logic harmony search heuristic +6 more

International Journal of Production Research 52 citations Published 2015-03-11
Towards effective interaction with omnidirectional videos using immersive virtual reality headsets (2015)

Benjamin Petry Jochen Huber

interactive video gesture computer vision computer graphics images omnidirectional antenna +5 more

Proceedings of the 6th Augmented Human International Conference on 20 citations Published 2015-03-09

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Learning from productive failure (2015)

Hardware-amenable structural learning for spike-based pattern classification using a simple model of active dendrites (2015)

Cognitive workload assessment based on the tensorial treatment of EEG estimates of cross-frequency phase interactions. (2015)

Automatic Optic Disc Detection in OCT Slices via Low-Rank Reconstruction (2015)

Adaptive Memetic Computing for Evolutionary Multiobjective Optimization (2015)

A web‐tool for visualizing quantitative protein–protein interaction data (2015)

A novel neural-inspired learning algorithm with application to clinical risk prediction (2015)

Semantic Classification of Heterogeneous Urban Scenes Using Intrascene Feature Similarity and Interscene Semantic Dependency (2015)

A new computational intelligence approach in formulation of functional relationship of open porosity of the additive manufacturing process (2015)

Robust Representation and Recognition of Facial Emotions Using Extreme Sparse Learning (2015)

Perspectives on biologically inspired hybrid and multi-modal locomotion. (2015)

The case for smartwatch-based diet monitoring (2015)

Visual Saliency Detection With Free Energy Theory (2015)

Using Binocular Feature Combination for Blind Quality Assessment of Stereoscopic Images (2015)

Predictive modeling in pediatric traumatic brain injury using machine learning (2015)

Optical Encryption and Authentication Based on Phase Retrieval and Sparsity Constraints (2015)

Distance Metric Learning Using Privileged Information for Face Verification and Person Re-Identification (2015)

CEPR: A Collaborative Exploration and Periodically Returning Model for Location Prediction (2015)

An effective discrete harmony search algorithm for flexible job shop scheduling problem with fuzzy processing time (2015)

Towards effective interaction with omnidirectional videos using immersive virtual reality headsets (2015)