Publications - Machine Learning SG

A GENERIC TRUST FRAMEWORK FOR LARGE-SCALE OPEN SYSTEMS USING MACHINE LEARNING (2014)

Xin Liu Gilles Tredan Anwitaman Datta

database transaction personal knowledge base open system computer science machine learning +3 more

computational intelligence 13 citations Published 2014-11-01
An ordinal transformation framework for multi-fidelity simulation optimization (2014)

Jie Xu Si Zhang Edward Huang Chun-Hung Chen Loo Hay Lee Nurcin Celik

ordinal number fidelity computer aided software engineering complex systems automation +6 more

2014 IEEE International Conference on Automation Science and Engineering (CASE) 11 citations Published 2014-10-30
Multitask linear discriminant analysis for view invariant action recognition. (2014)

Yan Yan Elisa Ricci Ramanathan Subramanian Gaowen Liu Nicu Sebe

linear discriminant analysis multi task learning discriminative model optimization problem pattern recognition +7 more

IEEE Transactions on Image Processing 174 citations Published 2014-10-29
A quantum speedup in machine learning: finding an N-bit Boolean function for a classification (2014)

Seokwon Yoo Seokwon Yoo Jeongho Bang Jeongho Bang Changhyoup Lee Changhyoup Lee Jinhyoung Lee Jinhyoung Lee

quantum algorithm quantum error correction quantum network quantum operation quantum information +6 more

New Journal of Physics 18 citations Published 2014-10-09
ZORE: A Syntax-based System for Chinese Open Relation Extraction (2014)

Likun Qiu Yue Zhang

relationship extraction syntax parsing natural language processing computer science +2 more

Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP) 23 citations Published 2014-10-01
Towards Accurate Object Localization with Smartphones (2014)

Longfei Shangguan Zimu Zhou Zheng Yang Kebin Liu Zhenjiang Li Xibin Zhao Yunhao Liu

android inertial measurement unit accelerometer geographic coordinate system computer vision +6 more

IEEE Transactions on Parallel and Distributed Systems 17 citations Published 2014-10-01
Taxonomy Construction Using Syntactic Contextual Evidence (2014)

Tuan Luu Anh Jung-jae Kim See Kiong Ng

syntax pattern matching natural language processing semantic memory context analysis +5 more

Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP) 32 citations Published 2014-10-01
Systematic study of color spaces and components for the segmentation of sky/cloud images (2014)

Soumyabrata Dev Yee Hui Lee Stefan Winkler

scale space segmentation color histogram image segmentation color space cloud cover +6 more

2014 IEEE International Conference on Image Processing (ICIP) 30 citations Published 2014-10-01
System Combination for Grammatical Error Correction (2014)

Raymond Hendy Susanto Peter Phandi Hwee Tou Ng

machine translation test set strengths and weaknesses natural language processing speech recognition +4 more

Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP) 36 citations Published 2014-10-01
Semantic Parsing with Relaxed Hybrid Trees (2014)

Wei Lu

parsing semantics natural language tree structure recursion +7 more

Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP) 15 citations Published 2014-10-01
Reconstructing neuronal morphology from microscopy stacks using fast marching (2014)

Sreetama Basu Daniel Racoceanu

fast marching method microscopy synthetic data curvature confocal microscopy +6 more

2014 IEEE International Conference on Image Processing (ICIP) 13 citations Published 2014-10-01
Random Forests with ensemble of feature spaces (2014)

Le Zhang Ponnuthurai Nagaratnam Suganthan

random forest data mining machine learning concatenation mathematics +3 more

Pattern Recognition 106 citations Published 2014-10-01
Multi-manifold metric learning for face recognition based on image sets (2014)

Likun Huang Jiwen Lu Yap-Peng Tan

metric facial recognition system discriminative model manifold pattern recognition +3 more

Journal of Visual Communication and Image Representation 13 citations Published 2014-10-01
Multi-channel correlation filters for human action recognition (2014)

Hamed Kiani Terence Sim Simon Lucey

pattern recognition correlation mathematics action recognition artificial intelligence +1 more

2014 IEEE International Conference on Image Processing (ICIP) 13 citations Published 2014-10-01
Machine health condition prediction via online dynamic fuzzy neural networks (2014)

Yongping Pan Meng Joo Er Xiang Li Haoyong Yu Rafael Gouriveau

fuzzy logic extreme learning machine artificial neural network machine learning artificial intelligence +6 more

Engineering Applications of Artificial Intelligence 64 citations Published 2014-10-01
Learning deep features for multiple object tracking by using a multi-task learning strategy (2014)

Li Wang Nam Trung Pham Tian-Tsong Ng Gang Wang Kap Luk Chan Karianto Leman

video tracking feature learning feature multi task learning semi supervised learning +7 more

2014 IEEE International Conference on Image Processing (ICIP) 12 citations Published 2014-10-01
Image quality assessment based on multi-scale representation of structure (2014)

Jiansheng Qian Dong Wu Leida Li Leida Li Deqiang Cheng Xuesong Wang

standard test image image quality image processing image texture feature detection +6 more

Digital Signal Processing 21 citations Published 2014-10-01
Illuminant Aware Gamut-Based Color Transfer (2014)

R. M. H. Nguyen S. J. Kim M. S. Brown

color histogram gamut color image histogram matching standard illuminant +5 more

Computer Graphics Forum 35 citations Published 2014-10-01
High-quality depth map upsampling and completion for RGB-D cameras. (2014)

Jaesik Park Hyeongwoo Kim Yu-Wing Tai Michael S. Brown In So Kweon

depth map upsampling rgb color model image warping image resolution +6 more

IEEE Transactions on Image Processing 85 citations Published 2014-10-01
Gradient-domain-based enhancement of multi-view depth video (2014)

Qiong Liu Zhengjun Zha Yang Yang

motion estimation rendering image processing coherence multiple time dimensions +6 more

Information Sciences 12 citations Published 2014-10-01

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A GENERIC TRUST FRAMEWORK FOR LARGE-SCALE OPEN SYSTEMS USING MACHINE LEARNING (2014)

An ordinal transformation framework for multi-fidelity simulation optimization (2014)

Multitask linear discriminant analysis for view invariant action recognition. (2014)

A quantum speedup in machine learning: finding an N-bit Boolean function for a classification (2014)

ZORE: A Syntax-based System for Chinese Open Relation Extraction (2014)

Towards Accurate Object Localization with Smartphones (2014)

Taxonomy Construction Using Syntactic Contextual Evidence (2014)

Systematic study of color spaces and components for the segmentation of sky/cloud images (2014)

System Combination for Grammatical Error Correction (2014)

Semantic Parsing with Relaxed Hybrid Trees (2014)

Reconstructing neuronal morphology from microscopy stacks using fast marching (2014)

Random Forests with ensemble of feature spaces (2014)

Multi-manifold metric learning for face recognition based on image sets (2014)

Multi-channel correlation filters for human action recognition (2014)

Machine health condition prediction via online dynamic fuzzy neural networks (2014)

Learning deep features for multiple object tracking by using a multi-task learning strategy (2014)

Image quality assessment based on multi-scale representation of structure (2014)

Illuminant Aware Gamut-Based Color Transfer (2014)

High-quality depth map upsampling and completion for RGB-D cameras. (2014)

Gradient-domain-based enhancement of multi-view depth video (2014)