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Feature Analysis of Marginalized Stacked Denoising Autoenconder for Unsupervised Domain Adaptation

IEEE transaction on neural networks and learning systems, 2019-05, Vol.30 (5), p.1321-1334

2019

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Data-Driven Fault Detection of Electrical Machine

2018 15th International Conference on Control, Automation, Robotics and Vision (ICARCV), 2018, p.515-520

2018

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A Constrained Deep Neural Network for Ordinal Regression

2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2018, p.831-839

2018

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Knowledge Transfer Through Machine Learning in Aircraft Design

IEEE computational intelligence magazine, 2017-11, Vol.12 (4), p.48-60

2017

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A fast sparse reconstruction approach for high resolution image-based object surface anomaly detection

2017 Fifteenth IAPR International Conference on Machine Vision Applications (MVA), 2017, p.13-16

2017

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Multimodal Degradation Prognostics Based on Switching Kalman Filter Ensemble

IEEE transaction on neural networks and learning systems, 2017-01, Vol.28 (1), p.136-148

2017

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Domain Specific Feature Transfer for Hybrid Domain Adaptation

2017 IEEE International Conference on Data Mining (ICDM), 2017, p.1027-1032

2017

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Histogram equalization and specification for high-dimensional data visualization using RadViz

Proceedings of the Computer Graphics International Conference, 2017, p.1-6

2017

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Learning from small data: A pairwise approach for ordinal regression

2016 IEEE Symposium Series on Computational Intelligence (SSCI), 2016, p.1-6

2016

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Exploiting sparsity for image-based object surface anomaly detection

2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2016, p.1986-1990

2016

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A time window neural network based framework for Remaining Useful Life estimation

2016 International Joint Conference on Neural Networks (IJCNN), 2016, p.1746-1753

2016

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An Agent-based Simulation System for Dynamic Project Scheduling and Online Disruption Resolving

Proceedings of the 2015 International Conference on Autonomous Agents and Multiagent Systems, 2015, p.1759-1760

2015

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Estimation of Remaining Useful Life Based on Switching Kalman Filter Neural Network Ensemble

Annual Conference of the PHM Society, 2014-09, Vol.6 (1)

2014

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An Efficient Co-processing Framework for Large-Scale Scientific Applications

2014 IEEE 6th International Conference on Cloud Computing Technology and Science, 2014, p.254-261

2014

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