Publications - Machine Learning SG

Discriminative Multimanifold Analysis for Face Recognition from a Single Training Sample per Person (2013)

Jiwen Lu Yap-Peng Tan Gang Wang

facial recognition system feature extraction discriminative model nonlinear dimensionality reduction pattern recognition +6 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 399 citations Published 2013-01-01
Depth really Matters: Improving Visual Salient Region Detection with Depth. (2013)

Karthik Desingh Madhava Krishna K Deepu Rajan C. V. Jawahar

salience histogram rgb color model support vector machine salient +6 more

British Machine Vision Conference 2013 117 citations Published 2013-01-01
Convex and scalable weakly labeled SVMs (2013)

Yu-Feng Li Ivor W. Tsang James T. Kwok Zhi-Hua Zhou

semi supervised learning stability supervised learning cluster analysis support vector machine +7 more

Journal of Machine Learning Research 94 citations Published 2013-01-01
Computer-assisted transoral surgery with flexible robotics and navigation technologies: a review of recent progress and research challenges. (2013)

Hongliang Ren Chwee Ming Lim Jiaole Wang Wei Liu Shuang Song Zheng Li Geraint Herbert Zion Tsz Ho Tse Zeqi Tan

transoral robotic surgery robotic surgery robotics systems engineering simulation +6 more

Critical Reviews in Biomedical Engineering 60 citations Published 2013-01-01
Automated Mitosis Detection Using Texture, SIFT Features and HMAX Biologically Inspired Approach (2013)

Humayun Irshad Sepehr Jalali Ludovic Roux Daniel Racoceanu Lim Joo Hwee Gilles Le Naour Frédérique Capron

feature extraction support vector machine discriminative model scale invariant feature transform decision tree +6 more

Journal of Pathology Informatics 74 citations Published 2013-01-01
Automated detection of optic disk in retinal fundus images using intuitionistic fuzzy histon segmentation (2013)

Muthu Rama Krishnan Mookiah U Rajendra Acharya Chua Kuang Chua Lim Choo Min E Y K Ng Milind M Mushrif Augustinus Laude

optic disk fundus glaucoma human eye optic nerve +6 more

Proceedings of the Institution of Mechanical Engineers. Part H, Journal of engineering in medicine 23 citations Published 2013-01-01
Action Search by Example Using Randomized Visual Vocabularies (2013)

Gang Yu Junsong Yuan Zicheng Liu

vocabulary branch and bound point set registration machine learning computer science +4 more

IEEE Transactions on Image Processing 16 citations Published 2013-01-01
Accurate two-dimensional cardiac strain calculation using adaptive windowed Fourier transform and Gabor wavelet transform. (2013)

Y. B. Fu Chee-Kong Chui Chee Leong Teo

harmonic wavelet transform wavelet fourier analysis pattern recognition mathematical optimization +7 more

computer assisted radiology and surgery 12 citations Published 2013-01-01
A Saliency Detection Model Using Low-Level Features Based on Wavelet Transform (2013)

N. Imamoglu Weisi Lin Yuming Fang

kadir brady saliency detector wavelet transform feature image texture feature detection +7 more

IEEE Transactions on Multimedia 220 citations Published 2013-01-01
A review of lower extremity assistive robotic exoskeletons in rehabilitation therapy. (2013)

Gong Chen Chow Khuen Chan Zhao Guo Haoyong Yu

exoskeleton rehabilitation neurorehabilitation robotics physical medicine and rehabilitation +7 more

Critical Reviews in Biomedical Engineering 191 citations Published 2013-01-01
A Probability Collectives Approach for Multi-Agent Distributed and Cooperative Optimization with Tolerance for Agent Failure (2013)

Anand J. Kulkarni Kang Tai

nash equilibrium game theory complex systems circle packing mathematical optimization +4 more

Agent-Based Optimization 11 citations Published 2013-01-01
A novel ring radius transform for video character reconstruction (2013)

Palaiahnakote Shivakumara Trung Quy Phan Souvik Bhowmick Chew Lim Tan Umapada Pal

pixel computer vision approximation error mathematics artificial intelligence +4 more

Pattern Recognition 14 citations Published 2013-01-01
A complete and fully automated face verification system on mobile devices (2013)

Jianfeng Ren Xudong Jiang Junsong Yuan

face detection object class detection facial recognition system adaboost detector +6 more

Pattern Recognition 32 citations Published 2013-01-01
Advances in Haptics, Tactile Sensing, and Manipulation for Robot-Assisted Minimally Invasive Surgery, Noninvasive Surgery, and Diagnosis (2012)

Abbi Hamed Sai Chun Tang Hongliang Ren Alexander Squires Chris Payne Ken Masamune Guoyi Tang Javad Mohammadpour Zion Tsz Ho Tse

health technology robotics medical diagnosis medical imaging robot +7 more

Journal of Robotics 53 citations Published 2012-12-31
Data mining technique for breast cancer detection in thermograms using hybrid feature extraction strategy (2012)

Muthu Rama Krishnan Mookiah U. Rajendra Acharya E.Y.K. Ng

naive bayes classifier probabilistic neural network feature extraction discrete wavelet transform classifier +7 more

Quantitative InfraRed Thermography 19 citations Published 2012-12-13
Credit risk evaluation with extreme learning machine (2012)

Hongming Zhou Yuan Lan Yeng Chai Soh Guang-Bin Huang Rui Zhang

credit card credit risk financial risk management extreme learning machine risk management +7 more

2012 IEEE International Conference on Systems, Man, and Cybernetics (SMC) 11 citations Published 2012-12-13
Supervised maximum-likelihood weighting of composite protein networks for complex prediction (2012)

Chern Han Yong Guimei Liu Hon Nian Chua Limsoon Wong

systems biology weighting computational biology bayes theorem spurious relationship +7 more

BMC Systems Biology 21 citations Published 2012-12-12
Group activity selection problem (2012)

Andreas Darmann Edith Elkind Sascha Kurz Jérôme Lang Joachim Schauer Gerhard Woeginger

group decision making special case solution concept greedy algorithm of the form +5 more

WINE'12 Proceedings of the 8th international conference on Internet and Network Economics 61 citations Published 2012-12-10
Full spectrum opinion mining: integrating domain, syntactic and lexical knowledge (2012)

Daniel J. Olsher

domain knowledge deep linguistic processing knowledge representation and reasoning parsing semantics +6 more

2012 IEEE 12th International Conference on Data Mining Workshops 27 citations Published 2012-12-10
Enriching SenticNet Polarity Scores through Semi-Supervised Fuzzy Clustering (2012)

Soujanya Poria Alexander Gelbukh Erik Cambria Dipankar Das Sivaji Bandyopadhyay

fuzzy clustering wordnet cluster analysis sentiment analysis classifier +7 more

2012 IEEE 12th International Conference on Data Mining Workshops 76 citations Published 2012-12-10

Previous Next

Discriminative Multimanifold Analysis for Face Recognition from a Single Training Sample per Person (2013)

Depth really Matters: Improving Visual Salient Region Detection with Depth. (2013)

Convex and scalable weakly labeled SVMs (2013)

Computer-assisted transoral surgery with flexible robotics and navigation technologies: a review of recent progress and research challenges. (2013)

Automated Mitosis Detection Using Texture, SIFT Features and HMAX Biologically Inspired Approach (2013)

Automated detection of optic disk in retinal fundus images using intuitionistic fuzzy histon segmentation (2013)

Action Search by Example Using Randomized Visual Vocabularies (2013)

Accurate two-dimensional cardiac strain calculation using adaptive windowed Fourier transform and Gabor wavelet transform. (2013)

A Saliency Detection Model Using Low-Level Features Based on Wavelet Transform (2013)

A review of lower extremity assistive robotic exoskeletons in rehabilitation therapy. (2013)

A Probability Collectives Approach for Multi-Agent Distributed and Cooperative Optimization with Tolerance for Agent Failure (2013)

A novel ring radius transform for video character reconstruction (2013)

A complete and fully automated face verification system on mobile devices (2013)

Advances in Haptics, Tactile Sensing, and Manipulation for Robot-Assisted Minimally Invasive Surgery, Noninvasive Surgery, and Diagnosis (2012)

Data mining technique for breast cancer detection in thermograms using hybrid feature extraction strategy (2012)

Credit risk evaluation with extreme learning machine (2012)

Supervised maximum-likelihood weighting of composite protein networks for complex prediction (2012)

Group activity selection problem (2012)

Full spectrum opinion mining: integrating domain, syntactic and lexical knowledge (2012)

Enriching SenticNet Polarity Scores through Semi-Supervised Fuzzy Clustering (2012)