Publications - Machine Learning SG

Performance evaluation of local descriptors and distance measures on benchmarks and first-person-view videos for face identification (2016)

Bappaditya Mandal Zhikai Wang Liyuan Li Ashraf A. Kassim

local binary patterns histogram of oriented gradients distance measures scale invariant feature transform jaccard index +7 more

Neurocomputing 16 citations Published 2016-04-05
Combining Discrete and Neural Features for Sequence Labeling (2016)

Jie Yang Zhiyang Teng Meishan Zhang Yue Zhang

artificial neural network sequence labeling pattern recognition embedding computer science +3 more

International Conference on Intelligent Text Processing and Computational Linguistics 21 citations Published 2016-04-03
MapSentinel: Can the Knowledge of Space Use Improve Indoor Tracking Further? (2016)

Ruoxi Jia Ming Jin Han Zou Yigitcan Yesilata Lihua Xie Costas J. Spanos

tracking system building automation particle filter factor graph computer vision +6 more

Sensors 12 citations Published 2016-04-02
Weakly Supervised Fine-Grained Categorization With Part-Based Image Representation (2016)

Yu Zhang Xiu-Shen Wei Jianxin Wu Jianfei Cai Jiangbo Lu Viet-Anh Nguyen Minh N. Do

categorization discriminative model pattern recognition machine learning annotation +4 more

IEEE Transactions on Image Processing 101 citations Published 2016-04-01
State-space model with deep learning for functional dynamics estimation in resting-state fMRI (2016)

Heung Il Suk Chong Yaw Wee Seong Whan Lee Dinggang Shen

dynamic functional connectivity resting state fmri hidden markov model generative model deep learning +6 more

NeuroImage 175 citations Published 2016-04-01
ROML: A Robust Feature Correspondence Approach for Matching Objects in A Set of Images (2016)

Kui Jia Tsung-Han Chan Zinan Zeng Shenghua Gao Gang Wang Tianzhu Zhang Yi Ma

3 dimensional matching assignment problem quadratic programming partial permutation cognitive neuroscience of visual object recognition +6 more

International Journal of Computer Vision 18 citations Published 2016-04-01
Learning ECOC Code Matrix for Multiclass Classification with Application to Glaucoma Diagnosis (2016)

Xiaolong Bai Swamidoss Issac Niwas Weisi Lin Bing-Feng Ju Chee Keong Kwoh Lipo Wang Chelvin C. Sng Maria C. Aquino Paul T. Chew

multiclass classification binary classification ensemble learning feature selection pattern recognition +7 more

Journal of Medical Systems 20 citations Published 2016-04-01
Investigation on the potential of Mueller matrix imaging for digital staining. (2016)

Wenfeng Wang Lee Guan Lim Supriya Srivastava Jimmy Bok-Yan So Asim Shabbir Quan Liu

mueller calculus image resolution matrix principal component analysis polarization +7 more

Journal of Biophotonics 11 citations Published 2016-04-01
Invariant multi-scale descriptor for shape representation, matching and retrieval (2016)

Jianyu Yang Hongxing Wang Junsong Yuan Youfu Li Jianyang Liu

heat kernel signature active shape model shape analysis invariant rigid transformation +7 more

Computer Vision and Image Understanding 33 citations Published 2016-04-01
Incentive Mechanism Design for Crowdsourcing: An All-Pay Auction Approach (2016)

Tie Luo Sajal K. Das Hwee Pink Tan Lirong Xia

common value auction all pay auction crowdsourcing population mechanism design +7 more

ACM Transactions on Intelligent Systems and Technology 39 citations Published 2016-04-01
Extreme Learning Machine for Multilayer Perceptron (2016)

Jiexiong Tang Chenwei Deng Guang-Bin Huang

extreme learning machine feature learning unsupervised learning semi supervised learning wake sleep algorithm +6 more

IEEE Transactions on Neural Networks 909 citations Published 2016-04-01
Enhancement and bias removal of optical coherence tomography images (2016)

P.V. Sudeep S. Issac Niwas P. Palanisamy Jeny Rajan Yu Xiaojun Xianghong Wang Yuemei Luo Linbo Liu

speckle noise bilateral filter speckle pattern noise reduction optical coherence tomography +6 more

Computers in Biology and Medicine 23 citations Published 2016-04-01
Driver Distraction Detection Using Semi-Supervised Machine Learning (2016)

Tianchi Liu Yan Yang Guang-Bin Huang Yong Kiang Yeo Zhiping Lin

semi supervised learning extreme learning machine support vector machine distraction group method of data handling +6 more

IEEE Transactions on Intelligent Transportation Systems 94 citations Published 2016-04-01
Decompositional independent component analysis using multi-objective optimization (2016)

Sim Kuan Goh Hussein A. Abbass Kay Chen Tan Abdullah Al-Mamun

independent component analysis blind signal separation optimization problem multi objective optimization computational intelligence +5 more

soft computing 16 citations Published 2016-04-01
Capturing the Semantics of Key Phrases Using Multiple Languages for Question Retrieval (2016)

Wei-Nan Zhang Zhao-Yan Ming Yu Zhang Ting Liu Tat-Seng Chua

query expansion query language question answering concept search web query classification +7 more

IEEE Transactions on Knowledge and Data Engineering 17 citations Published 2016-04-01
Artificial neural network regression as a local search heuristic for ensemble strategies in differential evolution (2016)

Iztok Fister Ponnuthurai Nagaratnam Suganthan Salahuddin M. Kamal Fahad M. Al-Marzouki Matjaž Perc Matjaž Perc Damjan Strnad

local search evolutionary algorithm differential evolution heuristic population +6 more

Nonlinear Dynamics 27 citations Published 2016-04-01
A framework based on hidden Markov model with adaptive weighting for microcystin forecasting and early-warning (2016)

P. Jiang X. Liu J. Zhang X. Yuan

hidden markov model bayesian hierarchical modeling hierarchical database model decision support system hidden variable theory +7 more

decision support systems 15 citations Published 2016-04-01
A Fast Reduced Kernel Extreme Learning Machine (2016)

Wan-Yu Deng Yew-Soon Ong Qing-Hua Zheng

radial basis function kernel polynomial kernel kernel method least squares support vector machine string kernel +6 more

Neural Networks 60 citations Published 2016-04-01
A Biologically Inspired Automatic System for Media Quality Assessment (2016)

Luming Zhang Richang Hong Liqiang Nie Chaoqun Hong

salient sensory cue supervised learning visualization feature extraction +6 more

IEEE Transactions on Automation Science and Engineering 11 citations Published 2016-04-01
Object Skeleton Extraction in Natural Images by Fusing Scale-associated Deep Side Outputs (2016)

Wei Shen Kai Zhao Yuan Jiang Yan Wang Zhijiang Zhang Xiang Bai

object detection viola jones object detection framework pixel pattern recognition computer vision +7 more

arXiv preprint arXiv:1603.09446 19 citations Published 2016-03-31

Previous Next

Performance evaluation of local descriptors and distance measures on benchmarks and first-person-view videos for face identification (2016)

Combining Discrete and Neural Features for Sequence Labeling (2016)

MapSentinel: Can the Knowledge of Space Use Improve Indoor Tracking Further? (2016)

Weakly Supervised Fine-Grained Categorization With Part-Based Image Representation (2016)

State-space model with deep learning for functional dynamics estimation in resting-state fMRI (2016)

ROML: A Robust Feature Correspondence Approach for Matching Objects in A Set of Images (2016)

Learning ECOC Code Matrix for Multiclass Classification with Application to Glaucoma Diagnosis (2016)

Investigation on the potential of Mueller matrix imaging for digital staining. (2016)

Invariant multi-scale descriptor for shape representation, matching and retrieval (2016)

Incentive Mechanism Design for Crowdsourcing: An All-Pay Auction Approach (2016)

Extreme Learning Machine for Multilayer Perceptron (2016)

Enhancement and bias removal of optical coherence tomography images (2016)

Driver Distraction Detection Using Semi-Supervised Machine Learning (2016)

Decompositional independent component analysis using multi-objective optimization (2016)

Capturing the Semantics of Key Phrases Using Multiple Languages for Question Retrieval (2016)

Artificial neural network regression as a local search heuristic for ensemble strategies in differential evolution (2016)

A framework based on hidden Markov model with adaptive weighting for microcystin forecasting and early-warning (2016)

A Fast Reduced Kernel Extreme Learning Machine (2016)

A Biologically Inspired Automatic System for Media Quality Assessment (2016)

Object Skeleton Extraction in Natural Images by Fusing Scale-associated Deep Side Outputs (2016)