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Xuyang Yan
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Año
Driver identification based on vehicle telematics data using LSTM-recurrent neural network
A Girma, X Yan, A Homaifar
2019 IEEE 31st International Conference on Tools with Artificial …, 2019
502019
An efficient unsupervised feature selection procedure through feature clustering
X Yan, S Nazmi, BA Erol, A Homaifar, B Gebru, E Tunstel
Pattern Recognition Letters 131, 277-284, 2020
422020
A novel streaming data clustering algorithm based on fitness proportionate sharing
X Yan, M Razeghi-Jahromi, A Homaifar, BA Erol, A Girma, E Tunstel
IEEE Access 7, 184985-185000, 2019
272019
Evolving multi-label classification rules by exploiting high-order label correlations
S Nazmi, X Yan, A Homaifar, E Doucette
Neurocomputing 417, 176-186, 2020
212020
A novel clustering algorithm based on fitness proportionate sharing
X Yan, A Homaifar, S Nazmi, M Razeghi-Jahromi
2017 IEEE International Conference on Systems, Man, and Cybernetics (SMC …, 2017
152017
A clustering-based active learning method to query informative and representative samples
X Yan, S Nazmi, B Gebru, M Anwar, A Homaifar, M Sarkar, KD Gupta
Applied Intelligence 52 (11), 13250-13267, 2022
122022
A novel search and survey technique for unmanned aerial systems in detecting and estimating the area for wildfires
M Sarkar, X Yan, BA Erol, I Raptis, A Homaifar
Robotics and Autonomous Systems 145, 103848, 2021
102021
A framework for testing and evaluation of operational performance of multi-UAV systems
M Sarkar, X Yan, S Nateghi, BJ Holmes, KG Vamvoudakis, A Homaifar
Intelligent Systems and Applications: Proceedings of the 2021 Intelligent …, 2022
82022
A clustering-based framework for classifying data streams
X Yan, A Homaifar, M Sarkar, A Girma, E Tunstel
arXiv preprint arXiv:2106.11823, 2021
82021
Multi-label classification using genetic-based machine learning
S Nazmi, X Yan, A Homaifar
2018 IEEE International Conference on Systems, Man, and Cybernetics (SMC …, 2018
82018
An online learning framework for sensor fault diagnosis analysis in autonomous cars
X Yan, M Sarkar, B Lartey, B Gebru, A Homaifar, A Karimoddini, E Tunstel
IEEE Transactions on Intelligent Transportation Systems, 2023
62023
An online unsupervised streaming features selection through dynamic feature clustering
X Yan, A Homaifar, M Sarkar, B Lartey, KD Gupta
IEEE Transactions on Artificial Intelligence, 2022
62022
Multi-label classification with local pairwise and high-order label correlations using graph partitioning
S Nazmi, X Yan, A Homaifar, M Anwar
Knowledge-Based Systems 233, 107414, 2021
62021
A Framework for eVTOL Performance Evaluation in Urban Air Mobility Realm
M Sarkar, X Yan, A Girma, A Homaifar
arXiv preprint arXiv:2111.05413, 2021
62021
Unsupervised feature selection through fitness proportionate sharing clustering
X Yan, A Homaifar, G Awogbami, A Girma
2018 IEEE International Conference on Systems, Man, and Cybernetics (SMC …, 2018
62018
An evidence theory based multi sensor data fusion for multiclass classification
G Awogbami, N Agana, S Nazmi, X Yan, A Homaifar
2018 IEEE International Conference on Systems, Man, and Cybernetics (SMC …, 2018
52018
A comprehensive eVTOL performance evaluation framework in urban air mobility
M Sarkar, X Yan, A Girma, A Homaifar
Proceedings of SAI Intelligent Systems Conference, 459-474, 2022
42022
A supervised feature selection method for mixed-type data using density-based feature clustering
X Yan, M Sarkar, B Gebru, S Nazmi, A Homaifar
2021 IEEE International Conference on Systems, Man, and Cybernetics (SMC …, 2021
42021
A data-driven approach for performance evaluation of autonomous evtols
M Sarkar, X Yan, B Gebru, AR Nuhu, KD Gupta, KG Vamvoudakis, ...
Authorea Preprints, 2023
32023
A discriminative deeplab model (ddlm) for surface anomaly detection and localization
NK Gyimah, KD Gupta, M Nabil, X Yan, A Girma, A Homaifar, D Opoku
2023 IEEE 13th Annual Computing and Communication Workshop and Conference …, 2023
32023
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