Xuyang Yan

According to our database, Xuyang Yan authored at least 28 papers between 2017 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

An Online Learning Framework for Sensor Fault Diagnosis Analysis in Autonomous Cars.

Xuyang Yan, Mrinmoy Sarkar, Benjamin Lartey, Biniam Gebru, Abdollah Homaifar, Ali Karimoddini, Edward W. Tunstel

IEEE Trans. Intell. Transp. Syst., December, 2023

An Online Unsupervised Streaming Features Selection Through Dynamic Feature Clustering.

Xuyang Yan, Abdollah Homaifar, Mrinmoy Sarkar, Benjamin Lartey, Kishor Datta Gupta

IEEE Trans. Artif. Intell., October, 2023

A Discriminative DeepLab Model (DDLM) for Surface Anomaly Detection and Localization.

Nana Kankam Gyimah, Kishor Datta Gupta, Mahmoud Nabil, Xuyang Yan, Abenezer Girma, Abdollah Homaifar, Daniel Opoku

Proceedings of the 13th IEEE Annual Computing and Communication Workshop and Conference, 2023

2022

Complete coverage path planning algorithm based on energy compensation and obstacle vectorization.

Longda Gao, Weiyang Lv, Xuyang Yan, Yanzheng Han

Expert Syst. Appl., 2022

Mitigating shortage of labeled data using clustering-based active learning with diversity exploration.

Xuyang Yan, Shabnam Nazmi, Biniam Gebru, Mohd Anwar, Abdollah Homaifar, Mrinmoy Sarkar, Kishor Datta Gupta

CoRR, 2022

A clustering-based active learning method to query informative and representative samples.

Xuyang Yan, Shabnam Nazmi, Biniam Gebru, Mohd Anwar, Abdollah Homaifar, Mrinmoy Sarkar, Kishor Datta Gupta

Appl. Intell., 2022

Interpretable Convolutional Learning Classifier System (C-LCS) for higher dimensional datasets.

Jelani Owens, Kishor Datta Gupta, Xuyang Yan, Lydia Asrat Zeleke, Abdollah Homaifar

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2022

A Data-driven Approach for Travel Time Prediction and Analysis.

Benjamin Lartey, Lydia Zeleke, Xuyang Yan, Kishor Datta Gupta, Abdollah Homaifar, Ali Karimoddini

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2022

A Comprehensive eVTOL Performance Evaluation Framework in Urban Air Mobility.

Mrinmoy Sarkar, Xuyang Yan, Abenezer Girma, Abdollah Homaifar

Proceedings of the Intelligent Systems and Applications, 2022

Identifying Anomalous Flight Trajectories by leveraging ensembled outlier detection framework.

Mikol Forney, Xuyang Yan, Kishor Datta Gupta, Mahmoud Nabil Mahmoud, Abdollah Homaifar

Proceedings of the International Joint Conference on Neural Networks, 2022

2021

A novel search and survey technique for unmanned aerial systems in detecting and estimating the area for wildfires.

Mrinmoy Sarkar, Xuyang Yan, Berat A. Erol, Ioannis A. Raptis, Abdollah Homaifar

Robotics Auton. Syst., 2021

Multi-label classification with local pairwise and high-order label correlations using graph partitioning.

Shabnam Nazmi, Xuyang Yan, Abdollah Homaifar, Mohd Anwar

Knowl. Based Syst., 2021

A Framework for eVTOL Performance Evaluation in Urban Air Mobility Realm.

Mrinmoy Sarkar, Xuyang Yan, Abenezer Girma, Abdollah Homaifar

CoRR, 2021

A Supervised Feature Selection Method For Mixed-Type Data using Density-based Feature Clustering.

Xuyang Yan, Mrinmoy Sarkar, Biniam Gebru, Shabnam Nazmi, Abdollah Homaifar

Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, 2021

DA²-Net : Diverse & Adaptive Attention Convolutional Neural Network.

Abenezer Girma, Abdollah Homaifar, M. Nabil Mahmoud, Xuyang Yan, Mrinmoy Sarkar

Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, 2021

A Framework for Testing and Evaluation of Operational Performance of Multi-UAV Systems.

Mrinmoy Sarkar, Xuyang Yan, Shamila Nateghi, Bruce J. Holmes, Kyriakos G. Vamvoudakis, Abdollah Homaifar

Proceedings of the Intelligent Systems and Applications, 2021

A Clustering-based framework for Classifying Data Streams.

Xuyang Yan, Abdollah Homaifar, Mrinmoy Sarkar, Abenezer Girma, Edward W. Tunstel

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

A niching framework based on fitness proportionate sharing for multi-objective genetic algorithm (MOGA-FPS).

Abdul-Rauf Nuhu, Xuyang Yan, Daniel Opoku, Abdollah Homaifar

Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

2020

An efficient unsupervised feature selection procedure through feature clustering.

Xuyang Yan, Shabnam Nazmi, Berat A. Erol, Abdollah Homaifar, Biniam Gebru, Edward W. Tunstel

Pattern Recognit. Lett., 2020

Evolving multi-label classification rules by exploiting high-order label correlations.

Shabnam Nazmi, Xuyang Yan, Abdollah Homaifar, Emily A. Doucette

Neurocomputing, 2020

Evolving Multi-label Classification Rules by Exploiting High-order Label Correlation.

Shabnam Nazmi, Xuyang Yan, Abdollah Homaifar, Emily A. Doucette

CoRR, 2020

Frequency Domain Response Characteristic based Weight Design of Finite Control Set Model Predictive Control in PMSM Driving System.

Xuyang Yan, Bo Guan, Xiong Du

Proceedings of the 46th Annual Conference of the IEEE Industrial Electronics Society, 2020

2019

A Novel Streaming Data Clustering Algorithm Based on Fitness Proportionate Sharing.

Xuyang Yan, Mohammad Razeghi-Jahromi, Abdollah Homaifar, Berat A. Erol, Abenezer Girma, Edward W. Tunstel

IEEE Access, 2019

Driver Identification Based on Vehicle Telematics Data using LSTM-Recurrent Neural Network.

Abenezer Girma, Xuyang Yan, Abdollah Homaifar

Proceedings of the 31st IEEE International Conference on Tools with Artificial Intelligence, 2019

2018

Unsupervised Feature Selection through Fitness Proportionate Sharing Clustering.

Xuyang Yan, Abdollah Homaifar, Gabriel Awogbami, Abenezer Girma

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

Multi-label Classification Using Genetic-Based Machine Learning.

Shabnam Nazmi, Xuyang Yan, Abdollah Homaifar

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

An Evidence Theory Based Multi Sensor Data Fusion for Multiclass Classification.

Gabriel Awogbami, Norbert A. Agana, Shabnam Nazmi, Xuyang Yan, Abdollah Homaifar

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

2017

A novel clustering algorithm based on fitness proportionate sharing.

Xuyang Yan, Abdollah Homaifar, Shabnam Nazmi, Mohammad Razeghi-Jahromi

Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017