Publications - Machine Learning SG

Human motion capture data recovery using trajectory-based matrix completion (2013)

Cheen-Hau Tan Junhui Hou Lap-Pui Chau

missing data motion capture matrix completion data recovery trajectory +6 more

Electronics Letters 18 citations Published 2013-06-06
TSDW: Two‐stage word sense disambiguation using Wikipedia (2013)

Chenliang Li Aixin Sun Anwitaman Datta

entity linking semantic similarity phrase semantic memory natural language processing +6 more

Journal of the Association for Information Science and Technology 11 citations Published 2013-06-01
The Individuality of Relatively Permanent Pigmented or Vascular Skin Marks (RPPVSM) in Independently and Uniformly Distributed Patterns (2013)

A. Nurhudatiana A. W-K Kong K. Matinpour D. Chon L. Altieri Siu-Yeung Cho N. Craft

child sexual abuse forensic identification pattern recognition speech recognition computer science +7 more

IEEE Transactions on Information Forensics and Security 19 citations Published 2013-06-01
Texture aware image segmentation using graph cuts and active contours (2013)

Hailing Zhou Jianmin Zheng Lei Wei

image segmentation scale space segmentation segmentation based object categorization cut connected component labeling +7 more

Pattern Recognition 97 citations Published 2013-06-01
Shadow detection in very high spatial resolution aerial images: A comparative study (2013)

K.R.M. Adeline M. Chen M. Chen X. Briottet S.K. Pang S.K. Pang N. Paparoditis

shadow thresholding multispectral image histogram hyperspectral imaging +5 more

Isprs Journal of Photogrammetry and Remote Sensing 183 citations Published 2013-06-01
Region-Based Nasopharyngeal Carcinoma Lesion Segmentation from MRI Using Clustering- and Classification-Based Methods with Learning (2013)

Wei Huang Kap Luk Chan Jiayin Zhou

nasopharyngeal neoplasm segmentation spectral clustering cluster analysis support vector machine +6 more

Journal of Digital Imaging 16 citations Published 2013-06-01
Model-based hand pose estimation via spatial-temporal hand parsing and 3D fingertip localization (2013)

Hui Liang Junsong Yuan Daniel Thalmann Zhengyou Zhang

3d pose estimation pose cluster analysis inverse kinematics bayesian inference +7 more

The Visual Computer 55 citations Published 2013-06-01
Mining indirect antagonistic communities from social interactions (2013)

Kuan Zhang David Lo Ee Peng Lim Philips Kokoh Prasetyo

divide and conquer algorithms scalability machine learning data mining computer science +4 more

Knowledge and Information Systems 24 citations Published 2013-06-01
Learning saliency-based visual attention: A review (2013)

Qi Zhao Christof Koch

visual search salience gaze human computer interaction machine learning +5 more

Signal Processing 104 citations Published 2013-06-01
Image-to-Set Face Recognition Using Locality Repulsion Projections and Sparse Reconstruction-Based Similarity Measure (2013)

Jiwen Lu Yap-Peng Tan Gang Wang Gao Yang

three dimensional face recognition facial recognition system feature extraction similarity measure feature vector +7 more

IEEE Transactions on Circuits and Systems for Video Technology 29 citations Published 2013-06-01
Efficient Optimization of Performance Measures by Classifier Adaptation (2013)

Nan Li Ivor W. Tsang Zhi-Hua Zhou

margin classifier learning classifier system quadratic classifier support vector machine ensemble learning +6 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 30 citations Published 2013-06-01
Dynamically weighted ensemble classification for non-stationary EEG processing. (2013)

Sidath Ravindra Liyanage Cuntai Guan Haihong Zhang Kai Keng Ang JianXin Xu Tong Heng Lee

support vector machine feature vector weighting classifier test data +7 more

Journal of Neural Engineering 58 citations Published 2013-06-01
Common Sense Knowledge for Handwritten Chinese Text Recognition (2013)

Qiu-Feng Wang Erik Cambria Cheng-Lin Liu Amir Hussain

commonsense knowledge language model text corpus n gram handwriting +6 more

Cognitive Computation 74 citations Published 2013-06-01
Centroid-Based Actionable 3D Subspace Clustering (2013)

Kelvin Sim Ghim-Eng Yap David R. Hardoon Vivekanand Gopalkrishnan Gao Cong Suryani Lukman

cluster analysis domain knowledge centroid singular value decomposition data mining +7 more

IEEE Transactions on Knowledge and Data Engineering 15 citations Published 2013-06-01
Building a Large Annotated Corpus of Learner English: The NUS Corpus of Learner English (2013)

Daniel Dahlmeier Hwee Tou Ng Siew Mei Wu

corpus linguistics annotation natural language processing data collection computer science +4 more

Proceedings of the Eighth Workshop on Innovative Use of NLP for Building Educational Applications 239 citations Published 2013-06-01
A Distance-Based Locally Informed Particle Swarm Model for Multimodal Optimization (2013)

B. Y. Qu Ponnuthurai Nagaratnam Suganthan S. Das

multi swarm optimization metaheuristic local search particle swarm optimization local optimum +7 more

IEEE Transactions on Evolutionary Computation 254 citations Published 2013-06-01
A Beam-Search Decoder for Normalization of Social Media Text with Application to Machine Translation (2013)

Pidong Wang Hwee Tou Ng

text normalization machine translation normalization beam search natural language processing +5 more

Proceedings of the 2013 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies 51 citations Published 2013-06-01
3-D Localization of Human Based on an Inertial Capture System (2013)

Qilong Yuan I-Ming Chen

motion analysis inertial navigation system robot kinematics trajectory humanoid robot +7 more

IEEE Transactions on Robotics 53 citations Published 2013-06-01
A mono-camera and scanning laser range finder based UAV indoor navigation system (2013)

Fei Wang Jinqiang Cui Swee King Phang Ben M. Chen Tong H. Lee

navigation system inertial measurement unit motion control motion planning testbed +6 more

2013 International Conference on Unmanned Aircraft Systems (ICUAS) 20 citations Published 2013-05-28
Window-based approach for fast stereo correspondence (2013)

Raj Kumar Gupta Siu-Yeung Cho

computer stereo vision machine vision computer vision central processing unit pattern recognition +4 more

Iet Computer Vision 16 citations Published 2013-05-27

Previous Next

Human motion capture data recovery using trajectory-based matrix completion (2013)

TSDW: Two‐stage word sense disambiguation using Wikipedia (2013)

The Individuality of Relatively Permanent Pigmented or Vascular Skin Marks (RPPVSM) in Independently and Uniformly Distributed Patterns (2013)

Texture aware image segmentation using graph cuts and active contours (2013)

Shadow detection in very high spatial resolution aerial images: A comparative study (2013)

Region-Based Nasopharyngeal Carcinoma Lesion Segmentation from MRI Using Clustering- and Classification-Based Methods with Learning (2013)

Model-based hand pose estimation via spatial-temporal hand parsing and 3D fingertip localization (2013)

Mining indirect antagonistic communities from social interactions (2013)

Learning saliency-based visual attention: A review (2013)

Image-to-Set Face Recognition Using Locality Repulsion Projections and Sparse Reconstruction-Based Similarity Measure (2013)

Efficient Optimization of Performance Measures by Classifier Adaptation (2013)

Dynamically weighted ensemble classification for non-stationary EEG processing. (2013)

Common Sense Knowledge for Handwritten Chinese Text Recognition (2013)

Centroid-Based Actionable 3D Subspace Clustering (2013)

Building a Large Annotated Corpus of Learner English: The NUS Corpus of Learner English (2013)

A Distance-Based Locally Informed Particle Swarm Model for Multimodal Optimization (2013)

A Beam-Search Decoder for Normalization of Social Media Text with Application to Machine Translation (2013)

3-D Localization of Human Based on an Inertial Capture System (2013)

A mono-camera and scanning laser range finder based UAV indoor navigation system (2013)

Window-based approach for fast stereo correspondence (2013)