Publications - Machine Learning SG

Distributed feature representations for dependency parsing (2015)

Wenliang Chen Min Zhang Yue Zhang

feature parsing dependency grammar natural language processing pattern recognition +7 more

IEEE Transactions on Audio, Speech, and Language Processing 14 citations Published 2015-03-01
DIA-Umpire: comprehensive computational framework for data-independent acquisition proteomics (2015)

Chih Chiang Tsou Dmitry Avtonomov Brett Larsen Monika Tucholska Hyungwon Choi Anne Claude Gingras Alexey I. Nesvizhskii

data independent acquisition quantitative proteomics glycoproteomics multiplex software +7 more

Nature Methods 347 citations Published 2015-03-01
Compressed-Domain Ship Detection on Spaceborne Optical Image Using Deep Neural Network and Extreme Learning Machine (2015)

Jiexiong Tang Chenwei Deng Guang-Bin Huang Baojun Zhao

object detection feature detection feature extraction extreme learning machine synthetic aperture radar +6 more

IEEE Transactions on Geoscience and Remote Sensing 329 citations Published 2015-03-01
Automatic, high accuracy prediction of reopened bugs (2015)

Xin Xia David Lo Emad Shihab Xinyu Wang Bo Zhou

bug tracking system software release life cycle software maintenance systems development life cycle eclipse +7 more

automated software engineering 56 citations Published 2015-03-01
Adequacy-fluency metrics: evaluating MT in the continuous space model framework (2015)

Rafael E. Banchs Luis F. D'Haro Haizhou Li

rule based machine translation computer assisted translation transfer based machine translation machine translation example based machine translation +6 more

IEEE Transactions on Audio, Speech, and Language Processing 42 citations Published 2015-03-01
Adaptive learning rate of SpikeProp based on weight convergence analysis (2015)

Sumit Bam Shrestha Qing Song

supervised learning spiking neural network convergence artificial intelligence machine learning +3 more

Neural Networks 31 citations Published 2015-03-01
Accurate and Robust Line Segment Extraction Using Minimum Entropy With Hough Transform (2015)

Zezhong Xu Bok-Suk Shin Reinhard Klette

hough transform line segment midpoint image processing centroid +6 more

IEEE Transactions on Image Processing 64 citations Published 2015-03-01
2.5D Cartoon Hair Modeling and Manipulation (2015)

Chih-Kuo Yeh Pradeep Kumar Jayaraman Xiaopei Liu Chi-Wing Fu Tong-Yee Lee

computer graphics animation solid modeling gestalt psychology computer graphics images +5 more

IEEE Transactions on Visualization and Computer Graphics 11 citations Published 2015-03-01
Segmentation of cardiac magnetic resonance (cmr) images using a memory persistence approach (2015)

Xulei Yang Yi Su Si Yong Yeo Liang Zhong Ru San Tan

region of interest segmentation cluster analysis fuzzy logic computer vision +5 more

16 citations Published 2015-02-27
High-Resolution Bistatic ISAR Imaging Based on Two-Dimensional Compressed Sensing (2015)

Shunsheng Zhang Wei Zhang Zhulin Zong Zhong Tian Tat Soon Yeo

inverse synthetic aperture radar iterative reconstruction radar imaging bistatic radar synthetic aperture radar +6 more

IEEE Transactions on Antennas and Propagation 31 citations Published 2015-02-27
Verification methods and verification devices (2015)

Hossein Nejati Ngai-Man Cheung Dawn C. I. Koh Ricardo D. Sosa Medina

computer vision computer science artificial intelligence

14 citations Published 2015-02-24
Randomized Spatial Context for Object Search (2015)

Yuning Jiang Jingjing Meng Junsong Yuan Jiebo Luo

spatial contextual awareness image segmentation visual objects image retrieval feature extraction +6 more

IEEE Transactions on Image Processing 18 citations Published 2015-02-24
InTime: A Machine Learning Approach for Efficient Selection of FPGA CAD Tool Parameters (2015)

Nachiket Kapre Harnhua Ng Kirvy Teo Jaco Naude

cad design space exploration heuristics source code place and route +6 more

Proceedings of the 2015 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays 18 citations Published 2015-02-22
Statistical Model of JPEG Noises and Its Application in Quantization Step Estimation (2015)

Bin Li Tian-Tsong Ng Xiaolong Li Shunquan Tan Jiwu Huang

quantization lossless jpeg jpeg compression artifact vector quantization +7 more

IEEE Transactions on Image Processing 19 citations Published 2015-02-19
Robust Discriminative Tracking via Landmark-Based Label Propagation (2015)

Yuwei Wu Mingtao Pei Min Yang Junsong Yuan Yunde Jia

laplacian matrix discriminative model bayesian inference sampling distribution algorithm design +6 more

IEEE Transactions on Image Processing 36 citations Published 2015-02-19
Passivity and Stability of Human–Robot Interaction Control for Upper-Limb Rehabilitation Robots (2015)

Juanjuan Zhang Chien Chern Cheah

human robot interaction rehabilitation robotics robot control robotics robot +7 more

IEEE Transactions on Robotics 63 citations Published 2015-02-16
An Evolving Interval Type-2 Neurofuzzy Inference System and Its Metacognitive Sequential Learning Algorithm (2015)

Ankit Kumar Das Kartick Subramanian Suresh Sundaram

adaptive neuro fuzzy inference system fuzzy set operations neuro fuzzy fuzzy number fuzzy control system +7 more

IEEE Transactions on Fuzzy Systems 71 citations Published 2015-02-13
Video Tracking Using Learned Hierarchical Features (2015)

Li Wang Ting Liu Gang Wang Kap Luk Chan Qingxiong Yang

video tracking feature learning feature feature extraction convolutional neural network +7 more

IEEE Transactions on Image Processing 172 citations Published 2015-02-12
Self regulating particle swarm optimization algorithm (2015)

M.R. Tanweer S. Suresh N. Sundararajan

multi swarm optimization particle swarm optimization convergence mathematical optimization artificial intelligence +6 more

Information Sciences 207 citations Published 2015-02-10
MRI-guided brain PET image filtering and partial volume correction (2015)

Jianhua Yan Jason Chu-Shern Lim David W Townsend

partial volume iterative reconstruction image resolution smoothing filter +6 more

Physics in Medicine and Biology 33 citations Published 2015-02-07

Previous Next

Distributed feature representations for dependency parsing (2015)

DIA-Umpire: comprehensive computational framework for data-independent acquisition proteomics (2015)

Compressed-Domain Ship Detection on Spaceborne Optical Image Using Deep Neural Network and Extreme Learning Machine (2015)

Automatic, high accuracy prediction of reopened bugs (2015)

Adequacy-fluency metrics: evaluating MT in the continuous space model framework (2015)

Adaptive learning rate of SpikeProp based on weight convergence analysis (2015)

Accurate and Robust Line Segment Extraction Using Minimum Entropy With Hough Transform (2015)

2.5D Cartoon Hair Modeling and Manipulation (2015)

Segmentation of cardiac magnetic resonance (cmr) images using a memory persistence approach (2015)

High-Resolution Bistatic ISAR Imaging Based on Two-Dimensional Compressed Sensing (2015)

Verification methods and verification devices (2015)

Randomized Spatial Context for Object Search (2015)

InTime: A Machine Learning Approach for Efficient Selection of FPGA CAD Tool Parameters (2015)

Statistical Model of JPEG Noises and Its Application in Quantization Step Estimation (2015)

Robust Discriminative Tracking via Landmark-Based Label Propagation (2015)

Passivity and Stability of Human–Robot Interaction Control for Upper-Limb Rehabilitation Robots (2015)

An Evolving Interval Type-2 Neurofuzzy Inference System and Its Metacognitive Sequential Learning Algorithm (2015)

Video Tracking Using Learned Hierarchical Features (2015)

Self regulating particle swarm optimization algorithm (2015)

MRI-guided brain PET image filtering and partial volume correction (2015)