Publications - Machine Learning SG

Temperature based Restricted Boltzmann Machines. (2016)

Guoqi Li Lei Deng Yi Xu Changyun Wen Wei Wang Jing Pei Luping Shi

restricted boltzmann machine boltzmann machine deep belief network boltzmann distribution deep learning +6 more

Scientific Reports 21 citations Published 2016-01-13
Speech dereverberation for enhancement and recognition using dynamic features constrained deep neural networks and feature adaptation (2016)

Xiong Xiao Shengkui Zhao Duc Hoang Ha Nguyen Xionghu Zhong Douglas L. Jones Eng Siong Chng Haizhou Li Haizhou Li

speech enhancement speech corpus feature vector reverberation likelihood ratio test +7 more

EURASIP Journal on Advances in Signal Processing 24 citations Published 2016-01-13
On Predicting Visual Comfort of Stereoscopic Images: A Learning to Rank Based Approach (2016)

Qiuping Jiang Feng Shao Weisi Lin Gangyi Jiang

visualization learning to rank categorical variable feature extraction stereoscopy +3 more

IEEE Signal Processing Letters 25 citations Published 2016-01-12
Ensemble Classification and Regression-Recent Developments, Applications and Future Directions [Review Article] (2016)

Ye Ren Le Zhang P.N. Suganthan

ensemble learning gradient boosting bootstrap aggregating boosting random forest +7 more

IEEE Computational Intelligence Magazine 269 citations Published 2016-01-12
Electrochemical mechanical polishing technology: recent developments and future research and industrial needs (2016)

Abd El Khalick Mohammad Abd El Khalick Mohammad Danwei Wang

chemical mechanical planarization polishing mechanical engineering reconfigurability robotics +6 more

The International Journal of Advanced Manufacturing Technology 18 citations Published 2016-01-12
Unsupervised pixel-level video foreground object segmentation via shortest path algorithm (2016)

Xiaochun Cao Feng Wang Bao Zhang Huazhu Fu Chao Li

segmentation based object categorization scale space segmentation image segmentation video tracking segmentation +7 more

Neurocomputing 16 citations Published 2016-01-08
Robust Point Set Matching for Partial Face Recognition (2016)

Renliang Weng Jiwen Lu Yap-Peng Tan

three dimensional face recognition face detection facial recognition system feature extraction image texture +7 more

IEEE Transactions on Image Processing 51 citations Published 2016-01-08
Learning to Predict Sequences of Human Visual Fixations (2016)

Ming Jiang Xavier Boix Gemma Roig Juan Xu Luc Van Gool Qi Zhao

fixation salience fixation visualization data set +6 more

IEEE Transactions on Neural Networks 22 citations Published 2016-01-07
Image-based vehicle analysis using deep neural network: A systematic study (2016)

Yiren Zhou Hossein Nejati Thanh-Toan Do Ngai-Man Cheung Lynette Cheah

artificial neural network pattern recognition computer science artificial intelligence deep neural networks +2 more

2016 IEEE International Conference on Digital Signal Processing (DSP) 60 citations Published 2016-01-06
Automatic detection of cyberbullying on social networks based on bullying features (2016)

Rui Zhao Anna Zhou Kezhi Mao

feature learning bag of words model classifier social media natural language processing +7 more

Proceedings of the 17th International Conference on Distributed Computing and Networking 96 citations Published 2016-01-04
Weakly Supervised Human Fixations Prediction (2016)

Luming Zhang Xuelong Li Liqiang Nie Yi Yang Yingjie Xia

eye tracking image retrieval image segmentation salience pixel +7 more

IEEE Transactions on Systems, Man, and Cybernetics 35 citations Published 2016-01-01
The LRP toolbox for artificial neural networks (2016)

Sebastian Lapuschkin Alexander Binder Grégoire Montavon Klaus-Robert Müller Wojciech Samek

numpy deep learning python artificial neural network plain text +6 more

Journal of Machine Learning Research 90 citations Published 2016-01-01
The Analysis of Image Contrast: From Quality Assessment to Automatic Enhancement (2016)

Ke Gu Guangtao Zhai Weisi Lin Min Liu

adaptive histogram equalization image histogram image quality phase congruency histogram +6 more

IEEE Transactions on Systems, Man, and Cybernetics 246 citations Published 2016-01-01
Stereoscopic Visual Attention Guided Seam Carving for Stereoscopic Image Retargeting (2016)

Feng Shao Wenchong Lin Weisi Lin Gangyi Jiang Mei Yu Randi Fu

seam carving stereoscopy binocular disparity salience object detection +6 more

IEEE\/OSA Journal of Display Technology 20 citations Published 2016-01-01
SIFT missense predictions for genomes (2016)

Robert Vaser Swarnaseetha Adusumalli Sim Ngak Leng Mile Sikic Mile Sikic Pauline C Ng

scale invariant feature transform sorting pattern recognition molecular sequence annotation genomics +7 more

Nature Protocols 399 citations Published 2016-01-01
SceneNN: A Scene Meshes Dataset with aNNotations (2016)

Binh-Son Hua Quang-Hieu Pham Duc Thanh Nguyen Minh-Khoi Tran Lap-Fai Yu Sai-Kit Yeung

annotation data mining bounding overwatch polygon mesh robotics +5 more

2016 Fourth International Conference on 3D Vision (3DV) 144 citations Published 2016-01-01
Robust Extreme Learning Machine With its Application to Indoor Positioning (2016)

Xiaoxuan Lu Han Zou Hongming Zhou Lihua Xie Guang-Bin Huang

extreme learning machine indoor positioning system robustness feature vector support vector machine +6 more

IEEE Transactions on Systems, Man, and Cybernetics 77 citations Published 2016-01-01
Quantitative Assessment of the Training Improvement in a Motor-Cognitive Task by Using EEG, ECG and EOG Signals. (2016)

Gianluca Borghini Pietro Aricò Ilenia Graziani Serenella Salinari Yu Sun Fumihiko Taya Anastatios Bezerianos Nitish V. Thakor Nitish V. Thakor Fabio Babiloni

training level cognition information processing working memory cognitive resource theory +6 more

Brain Topography 57 citations Published 2016-01-01
Polarity shift detection, elimination and ensemble (2016)

Rui Xia Feng Xu Jianfei Yu Yong Qi Erik Cambria

sentiment analysis step detection pattern recognition data mining cascade +7 more

Information Processing and Management 103 citations Published 2016-01-01
OLPS: a toolbox for on-line portfolio selection (2016)

Bin Li Doyen Sahoo Steven C. H. Hoi

toolbox portfolio benchmarking financial engineering license +6 more

Journal of Machine Learning Research 26 citations Published 2016-01-01

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Temperature based Restricted Boltzmann Machines. (2016)

Speech dereverberation for enhancement and recognition using dynamic features constrained deep neural networks and feature adaptation (2016)

On Predicting Visual Comfort of Stereoscopic Images: A Learning to Rank Based Approach (2016)

Ensemble Classification and Regression-Recent Developments, Applications and Future Directions [Review Article] (2016)

Electrochemical mechanical polishing technology: recent developments and future research and industrial needs (2016)

Unsupervised pixel-level video foreground object segmentation via shortest path algorithm (2016)

Robust Point Set Matching for Partial Face Recognition (2016)

Learning to Predict Sequences of Human Visual Fixations (2016)

Image-based vehicle analysis using deep neural network: A systematic study (2016)

Automatic detection of cyberbullying on social networks based on bullying features (2016)

Weakly Supervised Human Fixations Prediction (2016)

The LRP toolbox for artificial neural networks (2016)

The Analysis of Image Contrast: From Quality Assessment to Automatic Enhancement (2016)

Stereoscopic Visual Attention Guided Seam Carving for Stereoscopic Image Retargeting (2016)

SIFT missense predictions for genomes (2016)

SceneNN: A Scene Meshes Dataset with aNNotations (2016)

Robust Extreme Learning Machine With its Application to Indoor Positioning (2016)

Quantitative Assessment of the Training Improvement in a Motor-Cognitive Task by Using EEG, ECG and EOG Signals. (2016)

Polarity shift detection, elimination and ensemble (2016)

OLPS: a toolbox for on-line portfolio selection (2016)