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year={2019}
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organization={ACM}
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title={Transfer Learning with Dynamic Distribution Adaptation},
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year={2019}
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organization={ACM}
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title={Translated learning: Transfer learning across different feature spaces},
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year={2010},
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title={Action-model acquisition for planning via transfer learning},
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year={2014},
publisher={Elsevier}
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@inproceedings{zhao2011cross,
title={Cross-people mobile-phone based activity recognition},
author={Zhao, Zhongtang and Chen, Yiqiang and Liu, Junfa and Shen, Zhiqi and Liu, Mingjie},
booktitle={Proceedings of the Twenty-Second international joint conference on Artificial Intelligence (IJCAI)},
volume={11},
pages={2545--2550},
year={2011},
organization={Citeseer}
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title={Enabling large-scale human activity inference on smartphones using community similarity networks (csn)},
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pages={355--364},
year={2011},
organization={ACM}
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title={A survey on transfer learning},
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year={2010},
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@article{lu2015transfer,
title={Transfer learning using computational intelligence: a survey},
author={Lu, Jie and Behbood, Vahid and Hao, Peng and Zuo, Hua and Xue, Shan and Zhang, Guangquan},
journal={Knowledge-Based Systems},
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year={2015},
publisher={Elsevier}
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title={Fuzzy transfer learning: methodology and application},
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year={2015},
publisher={Elsevier}
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title={Transfer learning for activity recognition: A survey},
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number={3},
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year={2013},
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@article{yang2016transfer,
title={Transfer learning report},
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year={2016}
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title={Integrating structured biological data by kernel maximum mean discrepancy},
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year={2006},
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title={Transfer Learning via Dimensionality Reduction},
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booktitle={Proceedings of the 23rd AAAI conference on Artificial intelligence},
volume={8},
pages={677--682},
year={2008}
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@inproceedings{pan2009domain,
title={Domain adaptation via transfer component analysis},
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booktitle={Proceedings of the 21st international jont conference on Artifical intelligence},
pages={1187--1192},
year={2009},
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title={SmartGPA: how smartphones can assess and predict academic performance of college students},
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booktitle={Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing},
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year={2015},
organization={ACM}
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title={StudentLife: assessing mental health, academic performance and behavioral trends of college students using smartphones},
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booktitle={Proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing},
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title={Recognizing daily and sports activities in two open source machine learning environments using body-worn sensor units},
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pages={469--478},
year={2014},
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title={Semantic annotation of mobility data using social media},
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year={2015}
}
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title={User behavior learning and transfer in composite social networks},
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year={2016},
publisher={Springer}
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title={Activity recognition from physiological data using conditional random fields},
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year={2006}
}
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title={Importance-weighted least-squares probabilistic classifier for covariate shift adaptation with application to human activity recognition},
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volume={80},
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year={2012},
publisher={Elsevier}
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title={Cost-sensitive boosting for concept drift},
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pages={41--47},
year={2010}
}
@article{zhao2010cross,
title={Cross-mobile elm based activity recognition},
author={Zhao, Zhongtang and Chen, Yiqiang and Liu, Junfa and Liu, Mingjie},
journal={International Journal of Engineering and Industries},
volume={1},
number={1},
pages={30--38},
year={2010}
}
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title={Cross-person activity recognition using reduced kernel extreme learning machine},
author={Deng, Wanyu and Zheng, Qinghua and Wang, Zhongmin},
journal={Neural Networks},
volume={53},
pages={1--7},
year={2014},
publisher={Elsevier}
}
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title={A survey on human activity recognition using wearable sensors},
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journal={IEEE Communications Surveys \& Tutorials},
volume={15},
number={3},
pages={1192--1209},
year={2013},
publisher={IEEE}
}
@inproceedings{pan2007adaptive,
title={Adaptive Localization in a Dynamic WiFi Environment through Multi-view Learning},
author={Pan, Sinno Jialin and Kwok, James T and Yang, Qiang and Pan, Jeffrey Junfeng},
booktitle={Proceedings of the 22nd AAAI conference on artificial Intelligence},
volume={22},
number={2},
pages={1108--1113},
year={2007},
organization={AAAI Press}
}
@inproceedings{pan2008transferring,
title={Transferring Localization Models across Space},
author={Pan, Sinno Jialin and Shen, Dou and Yang, Qiang and Kwok, James T},
booktitle={Proceedings of the 23rd AAAI Conference on Artificial Intelligence},
pages={1383--1388},
year={2008}
}
@inproceedings{kumagai2016learning,
title={Learning Future Classifiers without Additional Data},
author={Kumagai, Atsutoshi and Iwata, Tomoharu},
booktitle={Thirtieth AAAI Conference on Artificial Intelligence},
year={2016}
}
@inproceedings{hossain2016active,
title={Active learning enabled activity recognition},
author={Hossain, HM Sajjad and Roy, Nirmalya and Khan, Md Abdullah Al Hafiz},
booktitle={2016 IEEE International Conference on Pervasive Computing and Communications (PerCom)},
pages={1--9},
year={2016},
organization={IEEE}
}
@article{feuz2015transfer,
title={Transfer learning across feature-rich heterogeneous feature spaces via feature-space remapping},
author={Feuz, Kyle D and Cook, Diane J},
journal={ACM Transactions on Intelligent Systems and Technology (TIST)},
volume={6},
number={1},
year={2015},
publisher={ACM}
}
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