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2020 – today
- 2025
[j11]Mrinmoy Sarkar
, Xuyang Yan, Biniam Gebru, Abdul-Rauf Nuhu, Kishor Datta Gupta, Kyriakos G. Vamvoudakis, Abdollah Homaifar:
A Data-Driven Approach for Performance Evaluation of Autonomous eVTOLs. IEEE Trans. Aerosp. Electron. Syst. 61(2): 3626-3641 (2025)- 2024
- [j10]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: 72607-72619 (2024) - [c17]Cheng Liu, Xuyang Yan, Zekun Zhang, Cheng Ding, Tianhao Zhao, Shaya Jannati, Cynthia Martinez, Dietrich Stout:
Human Stone Toolmaking Action Grammar (HSTAG): A Challenging Benchmark for Fine-Grained Motor Behavior Recognition. DSAA 2024: 1-8 - [i8]Cheng Liu, Xuyang Yan, Zekun Zhang, Cheng Ding, Tianhao Zhao, Shaya Jannati, Cynthia Martinez, Dietrich Stout:
Human Stone Toolmaking Action Grammar (HSTAG): A Challenging Benchmark for Fine-grained Motor Behavior Recognition. CoRR abs/2410.08410 (2024) - 2023
- [j9]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): 1281-1292 (2023) - [j8]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): 14467-14479 (2023) - [c16]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: 1137-1144 - 2022
- [j7]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): 13250-13267 (2022) - [j6]Longda Gao, Weiyang Lv, Xuyang Yan, Yanzheng Han:
Complete coverage path planning algorithm based on energy compensation and obstacle vectorization. Expert Syst. Appl. 203: 117495 (2022) - [c15]Mikol Forney, Xuyang Yan, Kishor Datta Gupta, Mahmoud Nabil Mahmoud, Abdollah Homaifar:
Identifying Anomalous Flight Trajectories by leveraging ensembled outlier detection framework. IJCNN 2022: 1-8 - [c14]Mrinmoy Sarkar, Xuyang Yan, Abenezer Girma, Abdollah Homaifar:
A Comprehensive eVTOL Performance Evaluation Framework in Urban Air Mobility. IntelliSys (1) 2022: 459-474 - [c13]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: 834-839 - [c12]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: 846-853 - [i7]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 abs/2207.02964 (2022) - 2021
- [j5]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: 107414 (2021) - [j4]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: 103848 (2021) - [c11]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: 191-192 - [c10]Xuyang Yan, Abdollah Homaifar, Mrinmoy Sarkar, Abenezer Girma, Edward W. Tunstel:
A Clustering-based framework for Classifying Data Streams. IJCAI 2021: 3257-3263 - [c9]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: 355-374 - [c8]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: 1900-1905 - [c7]Abenezer Girma, Abdollah Homaifar, M. Nabil Mahmoud, Xuyang Yan, Mrinmoy Sarkar:
DA2-Net : Diverse & Adaptive Attention Convolutional Neural Network. SMC 2021: 1906-1912 - [i6]Xuyang Yan, Abdollah Homaifar, Mrinmoy Sarkar, Abenezer Girma, Edward W. Tunstel:
A Clustering-based Framework for Classifying Data Streams. CoRR abs/2106.11823 (2021) - [i5]Mrinmoy Sarkar, Xuyang Yan, Abenezer Girma, Abdollah Homaifar:
A Framework for eVTOL Performance Evaluation in Urban Air Mobility Realm. CoRR abs/2111.05413 (2021) - [i4]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 abs/2111.08169 (2021) - [i3]Abenezer Girma, Abdollah Homaifar, M. Nabil Mahmoud, Xuyang Yan, Mrinmoy Sarkar:
DA2-Net : Diverse & Adaptive Attention Convolutional Neural Network. CoRR abs/2111.13157 (2021) - 2020
- [j3]Shabnam Nazmi, Xuyang Yan, Abdollah Homaifar, Emily A. Doucette:
Evolving multi-label classification rules by exploiting high-order label correlations. Neurocomputing 417: 176-186 (2020) - [j2]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: 277-284 (2020) - [c6]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: 966-971 - [i2]Shabnam Nazmi, Xuyang Yan, Abdollah Homaifar, Emily A. Doucette:
Evolving Multi-label Classification Rules by Exploiting High-order Label Correlation. CoRR abs/2007.11609 (2020)
2010 – 2019
- 2019
- [j1]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: 184985-185000 (2019) - [c5]Abenezer Girma, Xuyang Yan, Abdollah Homaifar:
Driver Identification Based on Vehicle Telematics Data using LSTM-Recurrent Neural Network. ICTAI 2019: 894-902 - [i1]Abenezer Girma, Xuyang Yan, Abdollah Homaifar:
Driver Identification Based on Vehicle Telematics Data using LSTM-Recurrent Neural Network. CoRR abs/1911.08030 (2019) - 2018
- [c4]Shabnam Nazmi, Xuyang Yan, Abdollah Homaifar:
Multi-label Classification Using Genetic-Based Machine Learning. SMC 2018: 675-680 - [c3]Xuyang Yan, Abdollah Homaifar, Gabriel Awogbami, Abenezer Girma:
Unsupervised Feature Selection through Fitness Proportionate Sharing Clustering. SMC 2018: 1355-1360 - [c2]Gabriel Awogbami, Norbert A. Agana, Shabnam Nazmi, Xuyang Yan, Abdollah Homaifar:
An Evidence Theory Based Multi Sensor Data Fusion for Multiclass Classification. SMC 2018: 1755-1760 - 2017
- [c1]Xuyang Yan, Abdollah Homaifar, Shabnam Nazmi, Mohammad Razeghi-Jahromi:
A novel clustering algorithm based on fitness proportionate sharing. SMC 2017: 1960-1965
Coauthor Index
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