Concepedia

Yiqun Xie

YX

Statistics

Publications

32

Citations

709

H-Index

17

Active since

2013

Affiliations

University of Maryland, College Park(Current)

University of Minnesota

University of Pittsburgh

University of Iowa

Twin Cities Orthopedics

Yiqun Xie is an author at University of Maryland, College Park specializing in data science, engineering, and machine learning.

Top concepts

EngineeringData ScienceMachine LearningGeographyDeep LearningComputer SciencePattern RecognitionSocial SciencesStatisticsImage Analysis

Publications per year

2013–2025

32

Publications

32

A locally-constrained YOLO framework for detecting small and densely-distributed building footprints

Yiqun Xie, Jiannan Cai, Rahul Bhojwani et al. · International Journal of Geographical Information Systems · 2019 · 64 citations

Convolutional Neural Network, Engineering, Machine Learning +22

Transdisciplinary Foundations of Geospatial Data Science

Yiqun Xie, Emre Eftelioglu, Reem Y. Ali et al. · ISPRS International Journal of Geo-Information · 2017 · 42 citations · Full text

Engineering, Geocomputation, Geospatial Technology +16

Ring-Shaped Hotspot Detection: A Summary of Results

Emre Eftelioglu, Shashi Shekhar, Dev Oliver et al. · 2014 · 41 citations

Engineering, Data Science, Data Mining +15

Han Bao, Xun Zhou, Yingxue Zhang et al. · 2020 · 37 citations

Artificial Intelligence, Engineering, Machine Learning +11

A Statistically-Guided Deep Network Transformation and Moderation Framework for Data with Spatial Heterogeneity

Yiqun Xie, Erhu He, Xiaowei Jia et al. · 2021 IEEE International Conference on Data Mining (ICDM) · 2021 · 37 citations

Spatiotemporal Diagnostics, Machine Learning, Data Science +14

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