Xuyang Yan

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 33

Top Topics

Clustering Algorithm

Supervised Feature Selection

Top Venues

Publications

Nana Kankam Gyimah, Robert Akinie, Xuyang Yan, Mahmoud Nabil, Kishor Datta Gupta, Abdollah Homaifar, Vahid Hemmati, Daniel Opoku
NCAT12-DET: A New Benchmark Dataset for Surface Defect Detection and a Comparative Study. IEEE Access 12 (2024)
Xuyang Yan, Abdollah Homaifar, Mrinmoy Sarkar, Benjamin Lartey, Kishor Datta Gupta
An Online Unsupervised Streaming Features Selection Through Dynamic Feature Clustering. IEEE Trans. Artif. Intell. 4 (5) (2023)
Nana Kankam Gyimah, Kishor Datta Gupta, Mahmoud Nabil, Xuyang Yan, Abenezer Girma, Abdollah Homaifar, Daniel Opoku
A Discriminative DeepLab Model (DDLM) for Surface Anomaly Detection and Localization. CCWC (2023)
Xuyang Yan, Mrinmoy Sarkar, Benjamin Lartey, Biniam Gebru, Abdollah Homaifar, Ali Karimoddini, Edward W. Tunstel
An Online Learning Framework for Sensor Fault Diagnosis Analysis in Autonomous Cars. IEEE Trans. Intell. Transp. Syst. 24 (12) (2023)
Mikol Forney, Xuyang Yan, Kishor Datta Gupta, Mahmoud Nabil Mahmoud, Abdollah Homaifar
Identifying Anomalous Flight Trajectories by leveraging ensembled outlier detection framework. IJCNN (2022)
Longda Gao, Weiyang Lv, Xuyang Yan, Yanzheng Han
Complete coverage path planning algorithm based on energy compensation and obstacle vectorization. Expert Syst. Appl. 203 (2022)
Benjamin Lartey, Lydia Zeleke, Xuyang Yan, Kishor Datta Gupta, Abdollah Homaifar, Ali Karimoddini
A Data-driven Approach for Travel Time Prediction and Analysis. SMC (2022)
Xuyang Yan, Shabnam Nazmi, Biniam Gebru, Mohd Anwar, Abdollah Homaifar, Mrinmoy Sarkar, Kishor Datta Gupta
A clustering-based active learning method to query informative and representative samples. Appl. Intell. 52 (11) (2022)
Mrinmoy Sarkar, Xuyang Yan, Abenezer Girma, Abdollah Homaifar
A Comprehensive eVTOL Performance Evaluation Framework in Urban Air Mobility. IntelliSys (1) (2022)
Xuyang Yan, Shabnam Nazmi, Biniam Gebru, Mohd Anwar, Abdollah Homaifar, Mrinmoy Sarkar, Kishor Datta Gupta
Mitigating shortage of labeled data using clustering-based active learning with diversity exploration. CoRR (2022)
Jelani Owens, Kishor Datta Gupta, Xuyang Yan, Lydia Asrat Zeleke, Abdollah Homaifar
Interpretable Convolutional Learning Classifier System (C-LCS) for higher dimensional datasets. SMC (2022)
Abenezer Girma, Abdollah Homaifar, M. Nabil Mahmoud, Xuyang Yan, Mrinmoy Sarkar
-Net : Diverse & Adaptive Attention Convolutional Neural Network. SMC (2021)
Abdul-Rauf Nuhu, Xuyang Yan, Daniel Opoku, Abdollah Homaifar
A niching framework based on fitness proportionate sharing for multi-objective genetic algorithm (MOGA-FPS). GECCO Companion (2021)
Xuyang Yan, Abdollah Homaifar, Mrinmoy Sarkar, Abenezer Girma, Edward W. Tunstel
A Clustering-based framework for Classifying Data Streams. IJCAI (2021)
Mrinmoy Sarkar, Xuyang Yan, Abenezer Girma, Abdollah Homaifar
A Framework for eVTOL Performance Evaluation in Urban Air Mobility Realm. CoRR (2021)
Abenezer Girma, Abdollah Homaifar, M. Nabil Mahmoud, Xuyang Yan, Mrinmoy Sarkar
-Net : Diverse & Adaptive Attention Convolutional Neural Network. CoRR (2021)
Shabnam Nazmi, Xuyang Yan, Abdollah Homaifar, Mohd Anwar
Multi-label classification with local pairwise and high-order label correlations using graph partitioning. Knowl. Based Syst. 233 (2021)
Xuyang Yan, Mrinmoy Sarkar, Biniam Gebru, Shabnam Nazmi, Abdollah Homaifar
A Supervised Feature Selection Method For Mixed-Type Data using Density-based Feature Clustering. CoRR (2021)
Mrinmoy Sarkar, Xuyang Yan, Shamila Nateghi, Bruce J. Holmes, Kyriakos G. Vamvoudakis, Abdollah Homaifar
A Framework for Testing and Evaluation of Operational Performance of Multi-UAV Systems. IntelliSys (1) (2021)
Xuyang Yan, Mrinmoy Sarkar, Biniam Gebru, Shabnam Nazmi, Abdollah Homaifar
A Supervised Feature Selection Method For Mixed-Type Data using Density-based Feature Clustering. SMC (2021)
Mrinmoy Sarkar, Xuyang Yan, Berat A. Erol, Ioannis A. Raptis, Abdollah Homaifar
A novel search and survey technique for unmanned aerial systems in detecting and estimating the area for wildfires. Robotics Auton. Syst. 145 (2021)
Xuyang Yan, Abdollah Homaifar, Mrinmoy Sarkar, Abenezer Girma, Edward W. Tunstel
A Clustering-based Framework for Classifying Data Streams. CoRR (2021)
Xuyang Yan, Bo Guan, Xiong Du
Frequency Domain Response Characteristic based Weight Design of Finite Control Set Model Predictive Control in PMSM Driving System. IECON (2020)
Shabnam Nazmi, Xuyang Yan, Abdollah Homaifar, Emily A. Doucette
Evolving multi-label classification rules by exploiting high-order label correlations. Neurocomputing 417 (2020)
Xuyang Yan, Shabnam Nazmi, Berat A. Erol, Abdollah Homaifar, Biniam Gebru, Edward W. Tunstel
An efficient unsupervised feature selection procedure through feature clustering. Pattern Recognit. Lett. 131 (2020)
Shabnam Nazmi, Xuyang Yan, Abdollah Homaifar, Emily A. Doucette
Evolving Multi-label Classification Rules by Exploiting High-order Label Correlation. CoRR (2020)
Abenezer Girma, Xuyang Yan, Abdollah Homaifar
Driver Identification Based on Vehicle Telematics Data using LSTM-Recurrent Neural Network. CoRR (2019)
Abenezer Girma, Xuyang Yan, Abdollah Homaifar
Driver Identification Based on Vehicle Telematics Data using LSTM-Recurrent Neural Network. ICTAI (2019)
Xuyang Yan, Mohammad Razeghi-Jahromi, Abdollah Homaifar, Berat A. Erol, Abenezer Girma, Edward W. Tunstel
A Novel Streaming Data Clustering Algorithm Based on Fitness Proportionate Sharing. IEEE Access 7 (2019)
Xuyang Yan, Abdollah Homaifar, Gabriel Awogbami, Abenezer Girma
Unsupervised Feature Selection through Fitness Proportionate Sharing Clustering. SMC (2018)
Gabriel Awogbami, Norbert A. Agana, Shabnam Nazmi, Xuyang Yan, Abdollah Homaifar
An Evidence Theory Based Multi Sensor Data Fusion for Multiclass Classification. SMC (2018)
Shabnam Nazmi, Xuyang Yan, Abdollah Homaifar
Multi-label Classification Using Genetic-Based Machine Learning. SMC (2018)
Xuyang Yan, Abdollah Homaifar, Shabnam Nazmi, Mohammad Razeghi-Jahromi
A novel clustering algorithm based on fitness proportionate sharing. SMC (2017)