Publications - Machine Learning SG

Retargeting Semantically-Rich Photos (2015)

Luming Zhang Meng Wang Liqiang Nie Liang Hong Yong Rui Qi Tian

retargeting generative model feature extraction visualization salient +7 more

IEEE Transactions on Multimedia 24 citations Published 2015-09-01
PCANet: A Simple Deep Learning Baseline for Image Classification? (2015)

Tsung-Han Chan Kui Jia Shenghua Gao Jiwen Lu Zinan Zeng Yi Ma

mnist database convolutional neural network facial recognition system deep learning contextual image classification +6 more

IEEE Transactions on Image Processing 948 citations Published 2015-09-01
Neural Networks for Open Domain Targeted Sentiment (2015)

Meishan Zhang Yue Zhang Duy Tin Vo

sentiment analysis sequence labeling information extraction text corpus artificial neural network +6 more

Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing 112 citations Published 2015-09-01
Mandarin---English code-switching speech corpus in South-East Asia: SEAME (2015)

Dau-Cheng Lyu Tien-Ping Tan Eng-Siong Chng Haizhou Li

corpus linguistics speech corpus text corpus computational linguistics mandarin chinese +7 more

language resources and evaluation 21 citations Published 2015-09-01
Improving Semantic Parsing with Enriched Synchronous Context-Free Grammar (2015)

Junhui Li Muhua Zhu Wei Lu Guodong Zhou

s attributed grammar bottom up parsing top down parsing parsing parser combinator +6 more

Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing 13 citations Published 2015-09-01
Flexible Domain Adaptation for Automated Essay Scoring Using Correlated Linear Regression (2015)

Peter Phandi Kian Ming A. Chai Hwee Tou Ng

automated essay scoring machine learning data mining bayesian probability computer science +5 more

Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing 87 citations Published 2015-09-01
Feedforward Categorization on AER Motion Events Using Cortex-Like Features in a Spiking Neural Network (2015)

Bo Zhao Ruoxi Ding Shoushun Chen Bernabe Linares-Barranco Huajin Tang

mnist database spiking neural network feedforward neural network feature extraction classifier +6 more

IEEE Transactions on Neural Networks 159 citations Published 2015-09-01
Discriminative syntax-based word ordering for text generation (2015)

Yue Zhang Stephen Clark

combinatory categorial grammar dependency grammar syntax parsing grammar +6 more

Computational Linguistics 27 citations Published 2015-09-01
Combining Discrete and Continuous Features for Deterministic Transition-based Dependency Parsing (2015)

Meishan Zhang Yue Zhang

word embedding parsing dependency grammar artificial neural network feature model +7 more

Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing 11 citations Published 2015-09-01
Bilinear low-rank coding framework and extension for robust image recovery and feature representation (2015)

Zhao Zhang Shuicheng Yan Mingbo Zhao Fan-Zhang Li

feature learning bilinear interpolation feature robust principal component analysis subspace topology +6 more

Knowledge Based Systems 20 citations Published 2015-09-01
A Transition-based Model for Joint Segmentation, POS-tagging and Normalization (2015)

Tao Qian Yue Zhang Meishan Zhang Yafeng Ren Donghong Ji

scale space segmentation text segmentation text normalization text corpus normalization +8 more

Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing 13 citations Published 2015-09-01
A Survey on Artificial Intelligence-Based Modeling Techniques for High Speed Milling Processes (2015)

Amin Jahromi Torabi Meng Joo Er Xiang Li Beng Siong Lim Lianyin Zhai Richard J. Oentaryo Gan Oon Peen Jacek M. Zurada

literature survey reference model manufacturing operations manufacturing engineering experimental data +6 more

IEEE Systems Journal 12 citations Published 2015-09-01
Method and device for analysing an image (2015)

Thanh-Toan Do Yiren Zhou Victor Pomponiu Ngai-Man Cheung Dawn Chin Ing Koh

lesion pattern recognition computer science artificial intelligence

20 citations Published 2015-08-25
Event Detection: Exploiting Socio-Physical Interactions in Physical Spaces (2015)

Kasthuri Jayarajah Archan Misra Xiao-Wen Ruan Ee-Peng Lim

anomaly detection feature extraction collocation machine learning data mining +6 more

Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining 2015 13 citations Published 2015-08-25
A Practical Tuning Method for the Robust PID Controller with Velocity Feed-Back (2015)

Emre Sariyildiz Haoyong Yu Kouhei Ohnishi

pid controller controller motion control robustness robotics +7 more

Machines 13 citations Published 2015-08-20
Obtaining data for automatic glaucoma screening, and screening and diagnostic techniques and systems using the data (2015)

Jiang Liu Zhuo Zhang Wing Kee Damon Wong Ngan Meng Tan Fengshou Yin Beng Hai Lee Huiqi Li Joo Hwee Lim Carol Cheung Tin Aung Tien Yin Wong Ziyang Liang Jun Cheng Baskaran Mani

optic cup optic disc glaucoma edge detection segmentation +6 more

11 citations Published 2015-08-17
Gradient Domain Guided Image Filtering (2015)

Fei Kou Weihai Chen Changyun Wen Zhengguo Li

composite image filter filter tone mapping high dynamic range computational complexity theory +6 more

IEEE Transactions on Image Processing 145 citations Published 2015-08-13
Dictionary Pair Learning on Grassmann Manifolds for Image Denoising (2015)

Xianhua Zeng Wei Bian Wei Liu Jialie Shen Dacheng Tao

k svd non local means sparse approximation smoothing sparse matrix +6 more

IEEE Transactions on Image Processing 20 citations Published 2015-08-13
Unsupervised Joint Feature Learning and Encoding for RGB-D Scene Labeling (2015)

Anran Wang Jiwen Lu Jianfei Cai Gang Wang Tat-Jen Cham

feature learning semi supervised learning feature unsupervised learning feature extraction +7 more

IEEE Transactions on Image Processing 27 citations Published 2015-08-11
Rank-GeoFM: A Ranking based Geographical Factorization Method for Point of Interest Recommendation (2015)

Xutao Li Gao Cong Xiao-Li Li Tuan-Anh Nguyen Pham Shonali Krishnaswamy

ranking collaborative filtering point of interest stochastic gradient descent machine learning +7 more

Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval 269 citations Published 2015-08-09

Previous Next

Retargeting Semantically-Rich Photos (2015)

PCANet: A Simple Deep Learning Baseline for Image Classification? (2015)

Neural Networks for Open Domain Targeted Sentiment (2015)

Mandarin---English code-switching speech corpus in South-East Asia: SEAME (2015)

Improving Semantic Parsing with Enriched Synchronous Context-Free Grammar (2015)

Flexible Domain Adaptation for Automated Essay Scoring Using Correlated Linear Regression (2015)

Feedforward Categorization on AER Motion Events Using Cortex-Like Features in a Spiking Neural Network (2015)

Discriminative syntax-based word ordering for text generation (2015)

Combining Discrete and Continuous Features for Deterministic Transition-based Dependency Parsing (2015)

Bilinear low-rank coding framework and extension for robust image recovery and feature representation (2015)

A Transition-based Model for Joint Segmentation, POS-tagging and Normalization (2015)

A Survey on Artificial Intelligence-Based Modeling Techniques for High Speed Milling Processes (2015)

Method and device for analysing an image (2015)

Event Detection: Exploiting Socio-Physical Interactions in Physical Spaces (2015)

A Practical Tuning Method for the Robust PID Controller with Velocity Feed-Back (2015)

Obtaining data for automatic glaucoma screening, and screening and diagnostic techniques and systems using the data (2015)

Gradient Domain Guided Image Filtering (2015)

Dictionary Pair Learning on Grassmann Manifolds for Image Denoising (2015)

Unsupervised Joint Feature Learning and Encoding for RGB-D Scene Labeling (2015)

Rank-GeoFM: A Ranking based Geographical Factorization Method for Point of Interest Recommendation (2015)