Publications - Machine Learning SG

A comparative study of BNF and DNN multilingual training on cross-lingual low-resource speech recognition. (2015)

Haihua Xu Van Hai Do Xiong Xiao Engsiong Chng

speech recognition natural language processing computer science artificial intelligence cross lingual +1 more

INTERSPEECH 17 citations Published 2015-01-01
Kinship verification in the wild: The first kinship verification competition (2014)

Jiwen Lu Junlin Hu Xiuzhuang Zhou Jie Zhou Modesto Castrillón-Santana José Javier Lorenzo Navarro Lu Kou Andrea Bottino Tiago Figuieiredo Vieira

kinship biometrics machine learning computer science artificial intelligence +1 more

IJCB 2014 - 2014 IEEE/IAPR International Joint Conference on Biometrics (6996230) 24 citations Published 2014-12-29
Novel AR-based interface for human-robot interaction and visualization (2014)

H. C. Fang S. K. Ong A. Y. C. Nee

human robot interaction robot augmented reality robotics visualization +6 more

Advances in Manufacturing 17 citations Published 2014-12-25
Bayesian signal detection with compressed measurements (2014)

Jiuwen Cao Zhiping Lin

gaussian noise restricted isometry property prior probability signal to noise ratio upper and lower bounds +7 more

Information Sciences 71 citations Published 2014-12-24
Analyzing convergence performance of evolutionary algorithms: A statistical approach (2014)

Joaquín Derrac Salvador García Sheldon Hui Ponnuthurai Nagaratnam Suganthan Francisco Herrera Francisco Herrera

evolutionary computation evolutionary algorithm computational intelligence page s trend test machine learning +6 more

Information Sciences 81 citations Published 2014-12-24
On robust face recognition via sparse coding: the good, the bad and the ugly (2014)

Yongkang Wong Mehrtash Tafazzoli Harandi Conrad Sanderson

sparse approximation facial recognition system autoencoder neural coding mixture model +6 more

IET Biometrics 12 citations Published 2014-12-18
Text Line Segmentation for Handwritten Documents Using Constrained Seam Carving (2014)

Xi Zhang Chew Lim Tan

seam carving document layout analysis scale space segmentation segmentation connected component +5 more

Frontiers in Handwriting Recognition (ICFHR), 2014 14th International Conference on 13 citations Published 2014-12-15
Issues of Social Data Analytics with a New Method for Sentiment Analysis of Social Media Data (2014)

Zhaoxia Wang Victor Joo Chuan Tong David Chan

sentiment analysis personalization data analysis data collection social media +7 more

2014 IEEE 6th International Conference on Cloud Computing Technology and Science 17 citations Published 2014-12-15
A robust arbitrary text detection system for natural scene images (2014)

Anhar Risnumawan Palaiahankote Shivakumara Chee Seng Chan Chew Lim Tan

canny edge detector sobel operator pixel scale invariant feature transform ellipse +7 more

Expert Systems With Applications 178 citations Published 2014-12-15
High-Dimensional Data Stream Classification via Sparse Online Learning (2014)

Dayong Wang Pengcheng Wu Peilin Zhao Yue Wu Chunyan Miao Steven C.H. Hoi

data stream mining data stream clustering online machine learning semi supervised learning data stream +7 more

2014 IEEE International Conference on Data Mining 15 citations Published 2014-12-14
Predicting acute cardiopulmonary events and survivability of a patient (2014)

Marcus Eng Hock Ong Zhiping Lin Wee Ser Guangbin Huang

artificial neural network survivability data mining machine learning computer science +3 more

12 citations Published 2014-12-12
Discovery of small protein complexes from PPI networks with size-specific supervised weighting (2014)

Chern Han Yong Osamu Maruyama Limsoon Wong

weighting posterior probability precision and recall pattern recognition machine learning +7 more

BMC Systems Biology 19 citations Published 2014-12-12
Real-time object recognition and orientation estimation using an event-based camera and CNN (2014)

Rohan Ghosh Abhishek Mishra Garrick Orchard Nitish V. Thakor

cognitive neuroscience of visual object recognition computer vision computer science artificial intelligence event based

10th IEEE Biomedical Circuits and Systems Conference, BioCAS 2014 21 citations Published 2014-12-11
Semi-supervised multi-label collective classification ensemble for functional genomics (2014)

Qingyao Wu Qingyao Wu Yunming Ye Shen-Shyang Ho Shuigeng Zhou

semi supervised learning protein function prediction generative model interaction network relational database +7 more

BMC Genomics 12 citations Published 2014-12-08
Robust Logistic Regression and Classification (2014)

Jiashi Feng Huan Xu Shie Mannor Shuicheng Yan

logistic model tree local regression robust regression logistic distribution logistic regression +7 more

Advances in Neural Information Processing Systems 27 89 citations Published 2014-12-08
Photometric Stereo Using Internet Images (2014)

Boxin Shi Kenji Inose Yasuyuki Matsushita Ping Tan Sai-Kit Yeung Katsushi Ikeuchi

stereo camera photometric stereo computer stereo vision stereo cameras 3d reconstruction +6 more

2014 2nd International Conference on 3D Vision 31 citations Published 2014-12-08
Highly sensitive inference of time-delayed gene regulation by network deconvolution. (2014)

Haifen Chen Piyushkumar A Mundra Li Na Zhao Feng Lin Jie Zheng Jie Zheng

gene regulatory network regulation of gene expression systems biology inference gene +6 more

BMC Systems Biology 14 citations Published 2014-12-08
Facial landmark localization by curvature maps and profile analysis (2014)

Carsten Lippold Xiang Liu Kim Wangdo Burkhard Drerup Kristina Schreiber Christian Kirschneck Tatjana Moiseenko Gholamreza Danesh

image quality sagittal plane laser scanning landmark curvature +7 more

Head & Face Medicine 19 citations Published 2014-12-08
EEG-based subject-dependent emotion recognition algorithm using fractal dimension (2014)

Yisi Liu Olga Sourina

fractal dimension speech recognition electroencephalography pattern recognition computer science +2 more

Systems, Man and Cybernetics (SMC), 2014 IEEE International Conference on 22 citations Published 2014-12-04
A BCI speller based on SSVEP using high frequency stimuli design (2014)

Dong Ok Won Hai Hong Zhang Cuntai Guan Seong Whan Lee

brain computer interface speech recognition stimulus computer vision computer science +1 more

Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics 11 citations Published 2014-12-04

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A comparative study of BNF and DNN multilingual training on cross-lingual low-resource speech recognition. (2015)

Kinship verification in the wild: The first kinship verification competition (2014)

Novel AR-based interface for human-robot interaction and visualization (2014)

Bayesian signal detection with compressed measurements (2014)

Analyzing convergence performance of evolutionary algorithms: A statistical approach (2014)

On robust face recognition via sparse coding: the good, the bad and the ugly (2014)

Text Line Segmentation for Handwritten Documents Using Constrained Seam Carving (2014)

Issues of Social Data Analytics with a New Method for Sentiment Analysis of Social Media Data (2014)

A robust arbitrary text detection system for natural scene images (2014)

High-Dimensional Data Stream Classification via Sparse Online Learning (2014)

Predicting acute cardiopulmonary events and survivability of a patient (2014)

Discovery of small protein complexes from PPI networks with size-specific supervised weighting (2014)

Real-time object recognition and orientation estimation using an event-based camera and CNN (2014)

Semi-supervised multi-label collective classification ensemble for functional genomics (2014)

Robust Logistic Regression and Classification (2014)

Photometric Stereo Using Internet Images (2014)

Highly sensitive inference of time-delayed gene regulation by network deconvolution. (2014)

Facial landmark localization by curvature maps and profile analysis (2014)

EEG-based subject-dependent emotion recognition algorithm using fractal dimension (2014)

A BCI speller based on SSVEP using high frequency stimuli design (2014)