Publications - Machine Learning SG

Video-based human heart rate measurement using joint blind source separation (2017)

Huan Qi Zhenyu Guo Xun Chen Zhiqi Shen Z. Jane Wang

blind signal separation independent component analysis rgb color model ground truth photoplethysmogram +7 more

Biomedical Signal Processing and Control 35 citations Published 2017-01-01
Speckle Patch Similarity for Echogenicity-Based Multiorgan Segmentation in Ultrasound Images of the Thyroid Gland (2017)

Nikhil S. Narayan Pina Marziliano Jeevendra Kanagalingam Christopher G. L. Hobbs

region of interest sorensen dice coefficient echogenicity segmentation pixel +7 more

IEEE Journal of Biomedical and Health Informatics 11 citations Published 2017-01-01
Short-term Electricity Price Forecasting with Empirical Mode Decomposition based Ensemble Kernel Machines (2017)

Xueheng Qiu Ponnuthurai Nagaratnam Suganthan Gehan A. J. Amaratunga

electricity price forecasting ensemble learning electricity support vector machine energy market +7 more

international conference on conceptual structures 11 citations Published 2017-01-01
Shared control of a medical robot with haptic guidance. (2017)

Linfei Xiong Chin Boon Chng Chee Kong Chui Peiwu Yu Yao Li

robotic surgery haptic technology medical robot endoscope health informatics +7 more

International Journal of Computer Assisted Radiology and Surgery 13 citations Published 2017-01-01
Rough-Set-Based Color Channel Selection (2017)

Soumyabrata Dev Florian M. Savoy Yee Hui Lee Stefan Winkler

color histogram color image scale space segmentation color normalization image segmentation +6 more

IEEE Geoscience and Remote Sensing Letters 13 citations Published 2017-01-01
Regional ocean wave height prediction using sequential learning neural networks (2017)

N. Krishna kumar R. Savitha Abdullah Al Mamun

wave height extreme learning machine artificial neural network support vector machine data stream +6 more

Ocean Engineering 32 citations Published 2017-01-01
Recurrent neural networks with auxiliary labels for cross-domain opinion target extraction (2017)

Ying Ding Jianfei Yu Jing Jiang

recurrent neural network supervised learning artificial intelligence computer science

AAAI 32 citations Published 2017-01-01
Radical-Based Hierarchical Embeddings for Chinese Sentiment Analysis at Sentence Level. (2017)

Haiyun Peng Erik Cambria Xiaomei Zou

sentiment analysis sentence natural language processing speech recognition computer science +1 more

FLAIRS Conference 15 citations Published 2017-01-01
Part-based Tracking via Discriminative Correlation Filters (2017)

Ting Liu Gang Wang Qingxiong Yang Li Wang

video tracking discriminative model bayesian inference multiple correlation computer vision +7 more

IEEE Transactions on Circuits and Systems for Video Technology 24 citations Published 2017-01-01
NMF-Based Image Quality Assessment Using Extreme Learning Machine (2017)

Shuigen Wang Chenwei Deng Weisi Lin Guang-Bin Huang Baojun Zhao

extreme learning machine artificial neural network image quality pooling support vector machine +7 more

IEEE Transactions on Systems, Man, and Cybernetics 57 citations Published 2017-01-01
Neural Nets Can Learn Function Type Signatures From Binaries (2017)

Zheng Leong Chua Shiqi Shen Prateek Saxena Zhenkai Liang

function type artificial neural network computer science artificial intelligence

26th {USENIX} Security Symposium ({USENIX} Security 17) 68 citations Published 2017-01-01
Multimodal Learning and Reasoning for Visual Question Answering (2017)

Ilija Ilievski Jiashi Feng

multimodal learning modular neural network convolutional neural network feature learning artificial general intelligence +6 more

Advances in Neural Information Processing Systems 18 citations Published 2017-01-01
Maximum a Posterior and Perceptually Motivated Reconstruction Algorithm: A Generic Framework (2017)

Vinit Jakhetiya Weisi Lin Sunil P. Jaiswal Sharath Chandra Guntuku Oscar C. Au

non local means image processing image quality image restoration iterative reconstruction +6 more

IEEE Transactions on Multimedia 14 citations Published 2017-01-01
Learning Latent Sentiment Scopes for Entity-Level Sentiment Analysis. (2017)

Hao Li Wei Lu

sentiment analysis natural language processing computer science artificial intelligence

AAAI 25 citations Published 2017-01-01
Knowledge Transfer for Deep Reinforcement Learning with Hierarchical Experience Replay. (2017)

Haiyan Yin Sinno Jialin Pan

reinforcement learning knowledge transfer artificial intelligence computer science error driven learning

AAAI 59 citations Published 2017-01-01
Just-Noticeable Difference-Based Perceptual Optimization for JPEG Compression (2017)

Xinfeng Zhang Shiqi Wang Ke Gu Weisi Lin Siwei Ma Wen Gao

quantization trellis quantization vector quantization quantization jpeg +7 more

IEEE Signal Processing Letters 27 citations Published 2017-01-01
Incorporating Expert Knowledge into Keyphrase Extraction. (2017)

Sujatha Das Gollapalli Xiaoli Li Peng Yang

computer science natural language processing artificial intelligence

AAAI 39 citations Published 2017-01-01
Image Cosegmentation via Saliency-Guided Constrained Clustering with Cosine Similarity. (2017)

Zhiqiang Tao Hongfu Liu Huazhu Fu Yun Fu

cosine similarity constrained clustering salience pattern recognition computer science +1 more

AAAI 30 citations Published 2017-01-01
Human Parsing with Contextualized Convolutional Neural Network (2017)

Xiaodan Liang Chunyan Xu Xiaohui Shen Jianchao Yang Jinhui Tang Liang Lin Shuicheng Yan

context model convolutional neural network parsing feature learning semantics +7 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 53 citations Published 2017-01-01
Human Facial Age Estimation by Cost-Sensitive Label Ranking and Trace Norm Regularization (2017)

Songhe Feng Congyan Lang Jiashi Feng Tao Wang Jiebo Luo

kernel method trace multiclass classification linear prediction kernel +6 more

IEEE Transactions on Multimedia 24 citations Published 2017-01-01

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Video-based human heart rate measurement using joint blind source separation (2017)

Speckle Patch Similarity for Echogenicity-Based Multiorgan Segmentation in Ultrasound Images of the Thyroid Gland (2017)

Short-term Electricity Price Forecasting with Empirical Mode Decomposition based Ensemble Kernel Machines (2017)

Shared control of a medical robot with haptic guidance. (2017)

Rough-Set-Based Color Channel Selection (2017)

Regional ocean wave height prediction using sequential learning neural networks (2017)

Recurrent neural networks with auxiliary labels for cross-domain opinion target extraction (2017)

Radical-Based Hierarchical Embeddings for Chinese Sentiment Analysis at Sentence Level. (2017)

Part-based Tracking via Discriminative Correlation Filters (2017)

NMF-Based Image Quality Assessment Using Extreme Learning Machine (2017)

Neural Nets Can Learn Function Type Signatures From Binaries (2017)

Multimodal Learning and Reasoning for Visual Question Answering (2017)

Maximum a Posterior and Perceptually Motivated Reconstruction Algorithm: A Generic Framework (2017)

Learning Latent Sentiment Scopes for Entity-Level Sentiment Analysis. (2017)

Knowledge Transfer for Deep Reinforcement Learning with Hierarchical Experience Replay. (2017)

Just-Noticeable Difference-Based Perceptual Optimization for JPEG Compression (2017)

Incorporating Expert Knowledge into Keyphrase Extraction. (2017)

Image Cosegmentation via Saliency-Guided Constrained Clustering with Cosine Similarity. (2017)

Human Parsing with Contextualized Convolutional Neural Network (2017)

Human Facial Age Estimation by Cost-Sensitive Label Ranking and Trace Norm Regularization (2017)