Publications - Machine Learning SG

Integrated Foreground Segmentation and Boundary Matting for Live Videos (2015)

Minglun Gong Yiming Qian Li Cheng

image segmentation scale space segmentation segmentation based object categorization segmentation support vector machine +7 more

IEEE Transactions on Image Processing 25 citations Published 2015-02-06
Data-Driven Affective Filtering for Images and Videos (2015)

Teng Li Bingbing Ni Mengdi Xu Meng Wang Qingwei Gao Shuicheng Yan

feature extraction mixture model hidden markov model visualization filter +7 more

IEEE Transactions on Systems, Man, and Cybernetics 11 citations Published 2015-02-06
Multiple kernel extreme learning machine (2015)

Xinwang Liu Lei Wang Guang-Bin Huang Jian Zhang Jianping Yin

multiple kernel learning radial basis function kernel kernel method tree kernel polynomial kernel +6 more

Neurocomputing 141 citations Published 2015-02-03
Facial age range estimation with extreme learning machines (2015)

Phyo-Kyaw Sai Jian-Gang Wang Eam-Khwang Teoh

categorization boosting robustness pattern recognition computer science +5 more

Neurocomputing 32 citations Published 2015-02-03
Ensemble of subset online sequential extreme learning machine for class imbalance and concept drift (2015)

Bilal Mirza Zhiping Lin Nan Liu

ensemble learning online machine learning concept drift extreme learning machine data stream +7 more

Neurocomputing 122 citations Published 2015-02-03
An ELM-based model for affective analogical reasoning (2015)

Erik Cambria Paolo Gastaldo Federica Bisio Rodolfo Zunino

sentiment analysis vector space model extreme learning machine the internet natural language +7 more

Neurocomputing 115 citations Published 2015-02-03
Acoustic template-matching for automatic emergency state detection (2015)

Emanuele Principi Stefano Squartini Erik Cambria Francesco Piazza

dynamic time warping feature vector extreme learning machine support vector machine template matching +7 more

Neurocomputing 13 citations Published 2015-02-03
A Fully Complex-valued Fast Learning Classifier (FC-FLC) for real-valued classification problems (2015)

M. Sivachitra R. Savitha S. Suresh S. Vijayachitra

linear classifier extreme learning machine quadratic classifier classifier activation function +6 more

Neurocomputing 15 citations Published 2015-02-03
SimApp: A Framework for Detecting Similar Mobile Applications by Online Kernel Learning (2015)

Ning Chen Steven C.H. Hoi Shaohua Li Xiaokui Xiao

kernel mobile device kernel machine learning information retrieval +7 more

Proceedings of the Eighth ACM International Conference on Web Search and Data Mining 69 citations Published 2015-02-02
Tweet Segmentation and Its Application to Named Entity Recognition (2015)

Chenliang Li Aixin Sun Jianshu Weng Qi He

named entity recognition deep linguistic processing phrase segmentation natural language processing +7 more

IEEE Transactions on Knowledge and Data Engineering 83 citations Published 2015-02-01
Robust Frequency-Hopping Spectrum Estimation Based on Sparse Bayesian Method (2015)

Lifan Zhao Lu Wang Guoan Bi Liren Zhang Haijian Zhang

cluster analysis robustness parametric statistics bayesian inference instantaneous phase +6 more

IEEE Transactions on Wireless Communications 32 citations Published 2015-02-01
Real-Time Mobile 3D Temperature Mapping (2015)

Stephen Vidas Peyman Moghadam Sridha Sridharan

pose iterative closest point weighting computer vision mobile device +6 more

IEEE Sensors Journal 25 citations Published 2015-02-01
Online topic-aware influence maximization (2015)

Shuo Chen Ju Fan Guoliang Li Jianhua Feng Kian-lee Tan Jinhui Tang

maximization upper and lower bounds viral marketing mathematical optimization arborescence +7 more

very large data bases 180 citations Published 2015-02-01
Multistep Prediction of Physiological Tremor Based on Machine Learning for Robotics Assisted Microsurgery (2015)

Sivanagaraja Tatinati Kalyana C. Veluvolu Wei Tech Ang

robotics robot group delay and phase delay support vector machine filter +7 more

IEEE Transactions on Systems, Man, and Cybernetics 35 citations Published 2015-02-01
Isotropic reconstruction of a 4-D MRI thoracic sequence using super-resolution. (2015)

Eric Van Reeth Cher Heng Tan Ivan W K Tham Chueh Loo Poh

real time mri imaging phantom partial volume temporal resolution image resolution +7 more

Magnetic Resonance in Medicine 19 citations Published 2015-02-01
Content Adaptive Image Detail Enhancement (2015)

Fei Kou Weihai Chen Zhengguo Li Changyun Wen

image gradient image processing computational photography smoothing distortion +6 more

IEEE Signal Processing Letters 19 citations Published 2015-02-01
Conformity-aware influence maximization in online social networks (2015)

Hui Li Sourav S. Bhowmick Aixin Sun Jiangtao Cui

conformity greedy algorithm subnetwork maximization data structure +5 more

very large data bases 63 citations Published 2015-02-01
An Effective Video Summarization Framework Toward Handheld Devices (2015)

Luming Zhang Yingjie Xia Kuang Mao He Ma Zhenyu Shan

automatic summarization video processing video tracking motion compensation multiview video coding +6 more

IEEE Transactions on Industrial Electronics 69 citations Published 2015-02-01
A Robust Real-Time Vision System for Autonomous Cargo Transfer by an Unmanned Helicopter (2015)

Shiyu Zhao Zhangyuan Hu Mingfeng Yin Kevin Z. Y. Ang Peidong Liu Fei Wang Xiangxu Dong Feng Lin Ben M. Chen Tong H. Lee

machine vision robustness ellipse computer vision ranking +4 more

IEEE Transactions on Industrial Electronics 50 citations Published 2015-02-01
A Cognitive Ensemble of Extreme Learning Machines for Steganalysis Based on Risk-Sensitive Hinge Loss Function (2015)

Vasily Sachnev Savitha Ramasamy Suresh Sundaram Hyoung Joong Kim Hee Joon Hwang

hinge loss steganalysis extreme learning machine classifier error function +7 more

Cognitive Computation 20 citations Published 2015-02-01

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Integrated Foreground Segmentation and Boundary Matting for Live Videos (2015)

Data-Driven Affective Filtering for Images and Videos (2015)

Multiple kernel extreme learning machine (2015)

Facial age range estimation with extreme learning machines (2015)

Ensemble of subset online sequential extreme learning machine for class imbalance and concept drift (2015)

An ELM-based model for affective analogical reasoning (2015)

Acoustic template-matching for automatic emergency state detection (2015)

A Fully Complex-valued Fast Learning Classifier (FC-FLC) for real-valued classification problems (2015)

SimApp: A Framework for Detecting Similar Mobile Applications by Online Kernel Learning (2015)

Tweet Segmentation and Its Application to Named Entity Recognition (2015)

Robust Frequency-Hopping Spectrum Estimation Based on Sparse Bayesian Method (2015)

Real-Time Mobile 3D Temperature Mapping (2015)

Online topic-aware influence maximization (2015)

Multistep Prediction of Physiological Tremor Based on Machine Learning for Robotics Assisted Microsurgery (2015)

Isotropic reconstruction of a 4-D MRI thoracic sequence using super-resolution. (2015)

Content Adaptive Image Detail Enhancement (2015)

Conformity-aware influence maximization in online social networks (2015)

An Effective Video Summarization Framework Toward Handheld Devices (2015)

A Robust Real-Time Vision System for Autonomous Cargo Transfer by an Unmanned Helicopter (2015)

A Cognitive Ensemble of Extreme Learning Machines for Steganalysis Based on Risk-Sensitive Hinge Loss Function (2015)