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Fan, Yuantao
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1

Incorporating Physics-Based Models into Data Driven Approac..:

, In: Communications in Computer and Information Science; Machine Learning and Principles and Practice of Knowledge Discovery in Databases,
Fan, Yuantao ; Sarmadi, Hamid ; Nowaczyk, Sławomir - p. 438-450 , 2023
Link: https://doi.org/10.1007/..
 
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2

Evaluation of Multi-Modal Learning forPredicting Coolant Pu..:

Fan, Yuantao ; Atoui, Amine ; Nowaczyk, Slawomir.
PHM Society Asia-Pacific Conference.  4 (2023)  1 - p. , 2023
Link: https://doi.org/10.36001..
 
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3

Discovering Premature Replacements in Predictive Maintenanc..:

Abdallah, Abdallah ; Rognvaldsson, Thorsteinn ; Fan, Yuantao..
PHM Society Asia-Pacific Conference.  4 (2023)  1 - p. , 2023
Link: https://doi.org/10.36001..
 
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4

A Fault Detection Framework Based on LSTM Autoencoder: A Ca..:

, In: Lecture Notes in Computer Science; Advances in Intelligent Data Analysis XX,
Davari, Narjes ; Pashami, Sepideh ; Veloso, Bruno... - p. 39-52 , 2022
Link: https://doi.org/10.1007/..
 
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5

Towards Autonomous Knowledge Creation from Big Data in Smar..:

, In: Handbook of Smart Cities,
Nowaczyk, Sławomir ; Rögnvaldsson, Thorsteinn ; Fan, Yuantao. - p. 841-874 , 2021
Link: https://doi.org/10.1007/..
 
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6

Transfer learning for remaining useful life prediction base..:

Fan, Yuantao ; Nowaczyk, Sławomir ; Rögnvaldsson, Thorsteinn
Reliability Engineering & System Safety.  203 (2020)  - p. 107098 , 2020
Link: https://doi.org/10.1016/..
 
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7

Predicting Air Compressor Failures Using Long Short Term Me..:

, In: Progress in Artificial Intelligence; Lecture Notes in Computer Science,
Chen, Kunru ; Pashami, Sepideh ; Fan, Yuantao. - p. 596-609 , 2019
Link: https://doi.org/10.1007/..
 
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8

Interactive-COSMO : Consensus Self-Organized Models for ..:

, In: Proceedings of the Workshop on Interactive Data Mining,
Calikus, Ece ; Fan, Yuantao ; Nowaczyk, Slawomir. - p. 1-9 , 2019
Link: https://dl.acm.org/doi/1..
 
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9

Monitoring Equipment Operation Through Model and Event Disc..:

, In: Intelligent Data Engineering and Automated Learning – IDEAL 2018; Lecture Notes in Computer Science,
Nowaczyk, Sławomir ; Sant'Anna, Anita ; Calikus, Ece. - p. 41-53 , 2018
Link: https://doi.org/10.1007/..
 
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10

Evaluation of Cracks in Metallic Material Using a Self-Orga..:

Teng, Xudong ; Zhang, Xin ; Fan, Yuantao.
Applied Sciences.  9 (2018)  1 - p. 95 , 2018
Link: https://doi.org/10.3390/..
 
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11

Pitfalls of Affective Computing : How can the automatic ..:

, In: Companion Proceedings of the The Web Conference 2018,
Cooney, Martin ; Pashami, Sepideh ; Sant'Anna, Anita.. - p. 1563-1566 , 2018
Link: https://dl.acm.org/doi/1..
 
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12

Predicting Air Compressor Failures with Echo State Networks:

Fan, Yuantao ; Nowaczyk, Sławomir ; R¨ognvaldsson, Thorsteinn.
PHM Society European Conference.  3 (2016)  1 - p. , 2016
Link: https://doi.org/10.36001..
 
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13

Evaluation of Self-Organized Approach for Predicting Compre..:

Fan, Yuantao ; Nowaczyk, Sławomir ; Rögnvaldsson, Thorsteinn
Procedia Computer Science.  53 (2015)  - p. 447-456 , 2015
Link: https://doi.org/10.1016/..
 
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14

Explainable Predictive Maintenance:

Pashami, Sepideh ; Nowaczyk, Slawomir ; Fan, Yuantao...
, 2023.  , 2023
Link: http://urn.kb.se/resolve..
 
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15

Explainable Predictive Maintenance:

Pashami, Sepideh ; Nowaczyk, Slawomir ; Fan, Yuantao...
http://arxiv.org/abs/2306.05120.  , 2023
Link: http://arxiv.org/abs/230..
 
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