Xuyang Yan

About Xuyang Yan

Xuyang Yan, With an exceptional h-index of 7 and a recent h-index of 7 (since 2020), a distinguished researcher at North Carolina Agricultural and Technical State University, specializes in the field of Machine learning, Clustering and Classification, Active Learning, Feature Selection, Natural Language Processing.

His recent articles reflect a diverse array of research interests and contributions to the field:

A data-driven approach for performance evaluation of autonomous evtols

An online learning framework for sensor fault diagnosis analysis in autonomous cars

A discriminative deeplab model (ddlm) for surface anomaly detection and localization

A Data-driven Approach for Travel Time Prediction and Analysis

Interpretable convolutional learning classifier system (C-LCS) for higher dimensional datasets

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

A comprehensive eVTOL performance evaluation framework in urban air mobility

An online unsupervised streaming features selection through dynamic feature clustering

Xuyang Yan Information

University

Position

___

Citations(all)

227

Citations(since 2020)

223

Cited By

24

hIndex(all)

7

hIndex(since 2020)

7

i10Index(all)

6

i10Index(since 2020)

6

Email

University Profile Page

Google Scholar

Xuyang Yan Skills & Research Interests

Machine learning

Clustering and Classification

Active Learning

Feature Selection

Natural Language Processing

Top articles of Xuyang Yan

A data-driven approach for performance evaluation of autonomous evtols

Authorea Preprints

2023/10/30

An online learning framework for sensor fault diagnosis analysis in autonomous cars

IEEE Transactions on Intelligent Transportation Systems

2023/9/1

A discriminative deeplab model (ddlm) for surface anomaly detection and localization

2023/3/8

A Data-driven Approach for Travel Time Prediction and Analysis

2022/10/9

Xuyang Yan
Xuyang Yan

H-Index: 3

Abdollah Homaifar
Abdollah Homaifar

H-Index: 14

Interpretable convolutional learning classifier system (C-LCS) for higher dimensional datasets

2022/10/9

Xuyang Yan
Xuyang Yan

H-Index: 3

Abdollah Homaifar
Abdollah Homaifar

H-Index: 14

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

Applied Intelligence

2022/9

A comprehensive eVTOL performance evaluation framework in urban air mobility

2022/8/31

An online unsupervised streaming features selection through dynamic feature clustering

IEEE Transactions on Artificial Intelligence

2022/8/5

Identifying Anomalous Flight Trajectories by leveraging ensembled outlier detection framework

2022/7/18

Xuyang Yan
Xuyang Yan

H-Index: 3

Abdollah Homaifar
Abdollah Homaifar

H-Index: 14

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

arXiv preprint arXiv:2207.02964

2022/7/6

A framework for testing and evaluation of operational performance of multi-UAV systems

2022

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

Knowledge-Based Systems

2021/12/5

DA-Net : Diverse & Adaptive Attention Convolutional Neural Network

arXiv preprint arXiv:2111.13157

2021/11/25

A Framework for eVTOL Performance Evaluation in Urban Air Mobility Realm

arXiv preprint arXiv:2111.05413

2021/11/9

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

Robotics and Autonomous Systems

2021/11/1

DA2-Net : Diverse & Adaptive Attention Convolutional Neural Network

2021/10/17

A supervised feature selection method for mixed-type data using density-based feature clustering

2021/10/17

A niching framework based on fitness proportionate sharing for multi-objective genetic algorithm (moga-fps)

2021/7/7

A clustering-based framework for classifying data streams

arXiv preprint arXiv:2106.11823

2021/6/22

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

Neurocomputing

2020/12/5

Xuyang Yan
Xuyang Yan

H-Index: 3

Abdollah Homaifar
Abdollah Homaifar

H-Index: 14

See List of Professors in Xuyang Yan University(North Carolina Agricultural and Technical State University)

Co-Authors

academic-engine