Publications - Machine Learning SG

Self-Organizing Neural Networks Integrating Domain Knowledge and Reinforcement Learning (2015)

Teck-Hou Teng Ah-Hwee Tan Jacek M. Zurada

domain knowledge knowledge engineering artificial neural network reinforcement learning artificial intelligence +6 more

IEEE Transactions on Neural Networks 24 citations Published 2015-05-01
No-reference blur assessment based on edge modeling (2015)

Jingwei Guan Wei Zhang Jason Jianjun Gu Hongliang Ren

gaussian blur human visual system model pixel parametric statistics computer vision +6 more

Journal of Visual Communication and Image Representation 36 citations Published 2015-05-01
Multiple linear regression to estimate time-frequency electrophysiological responses in single trials. (2015)

Li Hu Li Hu Zhiguo Zhang Zhiguo Zhang André Mouraux Gian Domenico Iannetti

electroencephalography linear regression principal component analysis correlation regression analysis +7 more

NeuroImage 23 citations Published 2015-05-01
Influence of the number of topologically interacting neighbors on swarm dynamics (2015)

Yilun Shang Roland Bouffanais

flocking swarm behaviour population environmental noise rate of convergence +5 more

Scientific Reports 82 citations Published 2015-05-01
Improving Sampling-based Motion Control (2015)

Libin Liu Libin Liu KangKang Yin Baining Guo

sliding window protocol motion control sampling sampling distribution noise reduction +7 more

Computer Graphics Forum 20 citations Published 2015-05-01
Grayscale object authentication based on ghost imaging using binary signals (2015)

Wen Chen Xudong Chen

ghost imaging grayscale quantization binary number computer vision +5 more

EPL 58 citations Published 2015-05-01
From sparse to dense and from assortative to disassortative in online social networks (2015)

Menghui Li Shuguang Guan Chensheng Wu Xiaofeng Gong Kun Li Jinshan Wu Zengru Di Choy-Heng Lai

assortative mixing complex network social network theoretical computer science artificial intelligence +4 more

Scientific Reports 20 citations Published 2015-05-01
Enabling an integrated rate-temporal learning scheme on memristor. (2015)

Wei He Kejie Huang Ning Ning Kiruthika Ramanathan Guoqi Li Yu Jiang JiaYin Sze Luping Shi Rong Zhao Jing Pei

memristor neural coding emulation robustness waveform +6 more

Scientific Reports 63 citations Published 2015-05-01
ELBlocker: Predicting blocking bugs with ensemble imbalance learning (2015)

Xin Xia David Lo Emad Shihab Xinyu Wang Xiaohu Yang

decision boundary ensemble learning statistical hypothesis testing classifier machine learning +6 more

Information & Software Technology 71 citations Published 2015-05-01
Data-Driven Multi-scale Non-local Wavelet Frame Construction and Image Recovery (2015)

Yuhui Quan Hui Ji Zuowei Shen

image restoration feature detection wavelet packet decomposition wavelet deconvolution +6 more

Journal of Scientific Computing 32 citations Published 2015-05-01
Clothing Attributes Assisted Person Reidentification (2015)

Annan Li Luoqi Liu Kang Wang Si Liu Shuicheng Yan

clothing support vector machine feature extraction machine learning semantics +4 more

IEEE Transactions on Circuits and Systems for Video Technology 98 citations Published 2015-05-01
Beyond Parrondo's paradox. (2015)

Jian-Jun Shu Qi-Wen Wang

parrondo s paradox counterintuitive lying phenomenon mathematical economics +3 more

Scientific Reports 12 citations Published 2015-05-01
Bayesian quantile regression for partially linear additive models (2015)

Yuao Hu Kaifeng Zhao Heng Lian

bayesian linear regression gibbs sampling bayesian multivariate linear regression binomial regression linear regression +7 more

Statistics and Computing 13 citations Published 2015-05-01
Automatic Recognition of Fetal Facial Standard Plane in Ultrasound Image via Fisher Vector. (2015)

Baiying Lei Ee-Leng Tan Siping Chen Liu Zhuo Shengli Li Dong Ni Tianfu Wang

facial recognition system support vector machine kernel method scale invariant feature transform biometrics +6 more

PLOS ONE 15 citations Published 2015-05-01
Unbounded High Dynamic Range Photography Using a Modulo Camera (2015)

Hang Zhao Boxin Shi Christy Fernandez-Cull Sai-Kit Yeung Ramesh Raskar

computational photography modulo high dynamic range image processing color depth +6 more

2015 IEEE International Conference on Computational Photography (ICCP) 35 citations Published 2015-04-24
On the preprocessing and postprocessing of HRTF individualization based on sparse representation of anthropometric features (2015)

Jianjun He Woon-Seng Gan Ee-Leng Tan

sparse approximation preprocessor computer vision headphones computer science +4 more

2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 13 citations Published 2015-04-19
Low-resource keyword search strategies for tamil (2015)

Nancy F. Chen Chongjia Ni I-Fan Chen Sunil Sivadas Van Tung Pham Haihua Xu Xiong Xiao Tze Siong Lau Su Jun Leow Boon Pang Lim Cheung-Chi Leung Lei Wang Chin-Hui Lee Alvina Goh Eng Siong Chng Bin Ma Haizhou Li

tamil language model data modeling natural language processing submodular set function +6 more

2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 28 citations Published 2015-04-19
An investigation of augmenting speaker representations to improve speaker normalisation for DNN-based speech recognition (2015)

Hengguan Huang Khe Chai Sim

speaker diarisation speaker recognition robustness hidden markov model speech recognition +7 more

2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 35 citations Published 2015-04-19
A learning-based approach to direction of arrival estimation in noisy and reverberant environments (2015)

Xiong Xiao Shengkui Zhao Xionghu Zhong Douglas L. Jones Eng Siong Chng Haizhou Li

direction of arrival microphone array artificial neural network robustness reverberation +6 more

2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 159 citations Published 2015-04-19
zSense: Enabling Shallow Depth Gesture Recognition for Greater Input Expressivity on Smart Wearables (2015)

Anusha Withana Roshan Peiris Nipuna Samarasekara Suranga Nanayakkara

gesture recognition wearable computer smartwatch computer vision compressed sensing +5 more

Proceedings of the 33rd Annual ACM Conference on Human Factors in Computing Systems 51 citations Published 2015-04-18

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Self-Organizing Neural Networks Integrating Domain Knowledge and Reinforcement Learning (2015)

No-reference blur assessment based on edge modeling (2015)

Multiple linear regression to estimate time-frequency electrophysiological responses in single trials. (2015)

Influence of the number of topologically interacting neighbors on swarm dynamics (2015)

Improving Sampling-based Motion Control (2015)

Grayscale object authentication based on ghost imaging using binary signals (2015)

From sparse to dense and from assortative to disassortative in online social networks (2015)

Enabling an integrated rate-temporal learning scheme on memristor. (2015)

ELBlocker: Predicting blocking bugs with ensemble imbalance learning (2015)

Data-Driven Multi-scale Non-local Wavelet Frame Construction and Image Recovery (2015)

Clothing Attributes Assisted Person Reidentification (2015)

Beyond Parrondo's paradox. (2015)

Bayesian quantile regression for partially linear additive models (2015)

Automatic Recognition of Fetal Facial Standard Plane in Ultrasound Image via Fisher Vector. (2015)

Unbounded High Dynamic Range Photography Using a Modulo Camera (2015)

On the preprocessing and postprocessing of HRTF individualization based on sparse representation of anthropometric features (2015)

Low-resource keyword search strategies for tamil (2015)

An investigation of augmenting speaker representations to improve speaker normalisation for DNN-based speech recognition (2015)

A learning-based approach to direction of arrival estimation in noisy and reverberant environments (2015)

zSense: Enabling Shallow Depth Gesture Recognition for Greater Input Expressivity on Smart Wearables (2015)