Publications - Machine Learning SG

GMAC: A Seed-Insensitive Approach to Local Community Detection (2013)

Lianhang Ma Hao Huang Qinming He Kevin Chiew Jianan Wu Yanzhe Che

local community community structure social network data mining machine learning +5 more

DaWaK 2013 Proceedings of the 15th International Conference on Data Warehousing and Knowledge Discovery - Volume 8057 23 citations Published 2013-08-26
sonLP: social network link prediction by principal component regression (2013)

Zhifeng Bao Yong Zeng Y. C. Tay

dynamic network analysis social network analysis social network social relation data mining +7 more

Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining 24 citations Published 2013-08-25
Segmentation-Free Keyword Spotting for Handwritten Documents Based on Heat Kernel Signature (2013)

Xi Zhang Chew Lim Tan

keyword spotting heat kernel signature scale invariant feature transform segmentation pattern recognition +6 more

2013 12th International Conference on Document Analysis and Recognition 19 citations Published 2013-08-25
Scene Text Recognition Using Co-occurrence of Histogram of Oriented Gradients (2013)

Shangxuan Tian Shijian Lu Bolan Su Chew Lim Tan

histogram of oriented gradients maximally stable extremal regions optical character recognition scale invariant feature transform pattern recognition +6 more

2013 12th International Conference on Document Analysis and Recognition 60 citations Published 2013-08-25
Recognition of Video Text through Temporal Integration (2013)

Trung Quy Phan Palaiahnakote Shivakumara Tong Lu Chew Lim Tan

optical character recognition scale invariant feature transform thresholding pixel pattern recognition +6 more

2013 12th International Conference on Document Analysis and Recognition 19 citations Published 2013-08-25
Detection of Curved Text in Video: Quad Tree Based Method (2013)

P. Shivakumara H. T. Basavaraju D. S. Guru C. L. Tan

sobel operator edge detection quadtree region growing pixel +6 more

2013 12th International Conference on Document Analysis and Recognition 27 citations Published 2013-08-25
Data intensive review mining for sentiment classification across heterogeneous domains (2013)

Federica Bisio Paolo Gastaldo Chiara Peretti Rodolfo Zunino Erik Cambria

sentiment analysis machine learning modularity computational complexity theory data mining +7 more

Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining 15 citations Published 2013-08-25
Hybrid Maximum Likelihood Modulation Classification Using Multiple Radios (2013)

Onur Ozdemir Ruoyu Li Pramod K. Varshney

maximum likelihood sequence estimation expectation maximization algorithm robustness estimator computational complexity theory +6 more

IEEE Communications Letters 26 citations Published 2013-08-22
Pattern-based video coding with dynamic background modeling (2013)

Manoranjan Paul Weisi Lin Chiew Tong Lau Bu-Sung Lee

reference frame binary pattern motion estimation image quality encoding +7 more

EURASIP Journal on Advances in Signal Processing 11 citations Published 2013-08-20
Regression tests to expose change interaction errors (2013)

Marcel Böhme Bruno C. d. S. Oliveira Abhik Roychoudhury

regression testing test case symbolic execution software computer science +7 more

Proceedings of the 2013 9th Joint Meeting on Foundations of Software Engineering 37 citations Published 2013-08-18
Boosting concolic testing via interpolation (2013)

Joxan Jaffar Vijayaraghavan Murali Jorge A. Navas

concolic testing heuristics symbolic execution interpolation boosting +5 more

Proceedings of the 2013 9th Joint Meeting on Foundations of Software Engineering 66 citations Published 2013-08-18
Computer vision for RGB-D sensors: Kinect and its applications [special issue intro.] (2013)

Ling Shao Jungong Han Dong Xu Jamie Shotton

pose sensor fusion activity recognition visualization robotics +5 more

IEEE Transactions on Systems, Man, and Cybernetics 58 citations Published 2013-08-16
Quantitative structure–activity relationship study of influenza virus neuraminidase A/PR/8/34 (H1N1) inhibitors by genetic algorithm feature selection and support vector regression (2013)

Yong Cong Bing-ke Li Xue-gang Yang Ying Xue Yu-zong Chen Yu-zong Chen Yi Zeng

quantitative structure activity relationship feature selection support vector machine linear model neuraminidase +6 more

Chemometrics and Intelligent Laboratory Systems 18 citations Published 2013-08-15
Cost-sensitive online active learning with application to malicious URL detection (2013)

Peilin Zhao Steven C.H. Hoi

statistical classification binary classification internet security active learning machine learning +7 more

Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining 110 citations Published 2013-08-11
A “semi-lazy” approach to probabilistic path prediction in dynamic environments (2013)

Jingbo Zhou Anthony K.H. Tung Wei Wu Wee Siong Ng

lazy learning eager learning probabilistic logic machine learning data mining +6 more

Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining 40 citations Published 2013-08-11
Salient Motion Detection in Compressed Domain (2013)

Karthik Muthuswamy Deepu Rajan

motion estimation motion detection quarter pixel motion discrete cosine transform salience +5 more

IEEE Signal Processing Letters 55 citations Published 2013-08-08
Application of intrinsic time-scale decomposition (ITD) to EEG signals for automated seizure prediction. (2013)

Roshan Joy Martis U Rajendra Acharya U Rajendra Acharya Jen Hong Tan Andrea Petznick Louis Tong Chua Kuang Chua Eddie Yin Kwee Ng

mass screening sample entropy ictal cross validation electroencephalography +7 more

International Journal of Neural Systems 91 citations Published 2013-08-07
Perceptual Visual Signal Compression and Transmission (2013)

Hong Ren Wu A. R. Reibman Weisi Lin F. Pereira S. S. Hemami

signal compression human visual system model data compression video compression picture types visual communication +5 more

Proceedings of the IEEE 78 citations Published 2013-08-06
Why Robots? A Survey on the Roles and Benefits of Social Robots in the Therapy of Children with Autism (2013)

John-John Cabibihan Hifza Javed Marcelo H. Ang Sharifah Mariam Aljunied

social robot autism human robot interaction autism spectrum disorder robot +7 more

International Journal of Social Robotics 427 citations Published 2013-08-03
Partial-tree linearization: generalized word ordering for text synthesis (2013)

Yue Zhang

abstract syntax tree linearization automatic summarization syntax sentence +4 more

IJCAI '13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence 21 citations Published 2013-08-03

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GMAC: A Seed-Insensitive Approach to Local Community Detection (2013)

sonLP: social network link prediction by principal component regression (2013)

Segmentation-Free Keyword Spotting for Handwritten Documents Based on Heat Kernel Signature (2013)

Scene Text Recognition Using Co-occurrence of Histogram of Oriented Gradients (2013)

Recognition of Video Text through Temporal Integration (2013)

Detection of Curved Text in Video: Quad Tree Based Method (2013)

Data intensive review mining for sentiment classification across heterogeneous domains (2013)

Hybrid Maximum Likelihood Modulation Classification Using Multiple Radios (2013)

Pattern-based video coding with dynamic background modeling (2013)

Regression tests to expose change interaction errors (2013)

Boosting concolic testing via interpolation (2013)

Computer vision for RGB-D sensors: Kinect and its applications [special issue intro.] (2013)

Quantitative structure–activity relationship study of influenza virus neuraminidase A/PR/8/34 (H1N1) inhibitors by genetic algorithm feature selection and support vector regression (2013)

Cost-sensitive online active learning with application to malicious URL detection (2013)

A “semi-lazy” approach to probabilistic path prediction in dynamic environments (2013)

Salient Motion Detection in Compressed Domain (2013)

Application of intrinsic time-scale decomposition (ITD) to EEG signals for automated seizure prediction. (2013)

Perceptual Visual Signal Compression and Transmission (2013)

Why Robots? A Survey on the Roles and Benefits of Social Robots in the Therapy of Children with Autism (2013)

Partial-tree linearization: generalized word ordering for text synthesis (2013)