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Emory University: Atlanta, Georgia, US

2022-08-01 to present | Associate Professor (Computer Science)
Employment
Source: Self-asserted source
Andreas Züfle

Works (30)

Spatial Transfer Learning for Estimating PM$$_{2.5}$$ in Data-Poor Regions

2024 | Book chapter
DOI: 10.1007/978-3-031-70378-2_24
Contributors: Shrey Gupta; Yongbee Park; Jianzhao Bi; Suyash Gupta; Andreas Züfle; Avani Wildani; Yang Liu
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Crossref

Simplifying traffic simulation - from Euclidean distances to agent-based models

Computational Urban Science
2024-11-12 | Journal article
DOI: 10.1007/s43762-024-00145-x
Contributors: Tunaggina Subrina Khan; Dieter Pfoser; Shiyang Ruan; Andreas Züfle
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Crossref

An Infectious Disease Spread Simulation to Control Data Bias

2024-10-29 | Conference paper
DOI: 10.1145/3678717.3691293
Contributors: Ruochen Kong; Taylor Anderson; David Heslop; Andreas Zufle
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Data and Resources for Combining Point of Interest Semantics, Locations, and Road Networks

2024-10-29 | Conference paper
DOI: 10.1145/3678717.3691300
Contributors: Joseph Zuber; Xu Teng; Andreas Züfle; Goce Trajcevski
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Crossref

GeoLife+: Large-Scale Simulated Trajectory Datasets Calibrated to the GeoLife Dataset

2024-10-29 | Conference paper
DOI: 10.1145/3681770.3698573
Contributors: Hossein Amiri; Richard Yang; Andreas Züfle
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Crossref

Human Mobility Challenge: Are Transformers Effective for Human Mobility Prediction?

2024-10-29 | Conference paper
DOI: 10.1145/3681771.3700130
Contributors: Ruochen Kong; Hossein Amiri; Yueyang Liu; Lance Kennedy; Misha Gupta; Joon-Seok Kim; Andreas Züfle
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Crossref

Kinematic Detection of Anomalies in Human Trajectory Data

2024-10-29 | Conference paper
DOI: 10.1145/3681765.3698464
Contributors: Lance Kennedy; Andreas Züfle
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Crossref

Large Language Models for Spatial Trajectory Patterns Mining

2024-10-29 | Conference paper
DOI: 10.1145/3681765.3698467
Contributors: Zheng Zhang; Hossein Amiri; Zhenke Liu; Liang Zhao; Andreas Zuefle
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Crossref

Neural Collaborative Filtering to Detect Anomalies in Human Semantic Trajectories

2024-10-29 | Conference paper
DOI: 10.1145/3681765.3698463
Contributors: Yueyang Liu; Lance Kennedy; Hossein Amiri; Andreas Züfle
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Crossref

The Patterns of Life Human Mobility Simulation

2024-10-29 | Conference paper
DOI: 10.1145/3678717.3691319
Contributors: Hossein Amiri; Will Kohn; Shiyang Ruan; Joon-Seok Kim; Hamdi Kavak; Andrew Crooks; Dieter Pfoser; Carola Wenk; Andreas Züfle
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Crossref

Transferable Unsupervised Outlier Detection Framework for Human Semantic Trajectories

2024-10-29 | Conference paper
DOI: 10.1145/3678717.3691324
Contributors: Zheng Zhang; Hossein Amiri; Dazhou Yu; Yuntong Hu; Liang Zhao; Andreas Züfle
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Crossref

Urban Anomalies: A Simulated Human Mobility Dataset with Injected Anomalies

2024-10-29 | Conference paper
DOI: 10.1145/3681765.3698459
Contributors: Hossein Amiri; Ruochen Kong; Andreas Züfle
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Crossref

Source Localization for Cross Network Information Diffusion

2024-08-25 | Conference paper
DOI: 10.1145/3637528.3671624
Contributors: Chen Ling; Tanmoy Chowdhury; Jie Ji; Sirui Li; Andreas Züfle; Liang Zhao
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Crossref

In Silico Human Mobility Data Science: Leveraging Massive Simulated Mobility Data (Vision Paper)

ACM Transactions on Spatial Algorithms and Systems
2024-06-30 | Journal article
DOI: 10.1145/3672557
Contributors: Andreas Züfle; Dieter Pfoser; Carola Wenk; Andrew Crooks; Hamdi Kavak; Taylor Anderson; Joon-Seok Kim; Nathan Holt; Andrew Diantonio
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Crossref

Leveraging Simulation Data to Understand Bias in Predictive Models of Infectious Disease Spread

ACM Transactions on Spatial Algorithms and Systems
2024-06-30 | Journal article
DOI: 10.1145/3660631
Contributors: Andreas Züfle; Flora Salim; Taylor Anderson; Matthew Scotch; Li Xiong; Kacper Sokol; Hao Xue; Ruochen Kong; David Heslop; Hye-Young Paik et al.
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Mobility Data Science: Perspectives and Challenges

ACM Transactions on Spatial Algorithms and Systems
2024-06-30 | Journal article
DOI: 10.1145/3652158
Contributors: Mohamed Mokbel; Mahmoud Sakr; Li Xiong; Andreas Züfle; Jussara Almeida; Taylor Anderson; Walid Aref; Gennady Andrienko; Natalia Andrienko; Yang Cao et al.
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Riesz-Quincunx-UNet Variational Autoencoder for Unsupervised Satellite Image Denoising

IEEE Transactions on Geoscience and Remote Sensing
2023 | Journal article
DOI: 10.1109/TGRS.2023.3291309
Contributors: Duy H. Thai; Xiqi Fei; Minh Tri Le; Andreas Züfle; Konrad Wessels
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Crossref

Investigating permafrost carbon dynamics in Alaska with artificial intelligence

Environmental Research Letters
2023-12-01 | Journal article
DOI: 10.1088/1748-9326/ad0607
Contributors: B A Gay; N J Pastick; A E Züfle; A H Armstrong; K R Miner; J J Qu
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Crossref

EPIPOL

2023-11-13 | Conference paper
DOI: 10.1145/3615898.3628258
Contributors: Will Kohn; Hossein Amiri; Andreas Züfle
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Massive Trajectory Data Based on Patterns of Life

2023-11-13 | Conference paper
DOI: 10.1145/3589132.3625592
Contributors: Hossein Amiri; Shiyang Ruan; Joon-Seok Kim; Hyunjee Jin; Hamdi Kavak; Andrew Crooks; Dieter Pfoser; Carola Wenk; Andreas Zufle
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Crossref

Synthetic Geosocial Network Generation

2023-11-13 | Conference paper
DOI: 10.1145/3615896.3628345
Contributors: Ketevan Gallagher; Taylor Anderson; Andrew Crooks; Andreas Züfle
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Crossref

Parallel Hub Labeling Maintenance With High Efficiency in Dynamic Small-World Networks

IEEE Transactions on Knowledge and Data Engineering
2023-11-01 | Journal article
DOI: 10.1109/TKDE.2023.3236632
Contributors: Mengxuan Zhang; Lei Li; Goce Trajcevski; Andreas Züfle; Xiaofang Zhou
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Crossref

Distance, Origin and Category Constrained Paths

ACM Transactions on Spatial Algorithms and Systems
2023-09-30 | Journal article
DOI: 10.1145/3596601
Contributors: Xu Teng; Goce Trajcevski; Andreas Züfle
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RouteDOC: Routing with Distance, Origin and Category Constraints (Demonstration Paper)

2023-08-23 | Conference paper
DOI: 10.1145/3609956.3609977
Contributors: Thomas Frohwein; Zachary Garwood; Dylan Hampton; Kevin Knack; Nate Schenck; Britney Yu; Joe Zuber; Goce Trajcevski; Xu Teng; Andreas Züfle
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Crossref

Urban life: a model of people and places

Computational and Mathematical Organization Theory
2023-03 | Journal article
DOI: 10.1007/s10588-021-09348-7
Contributors: Andreas Züfle; Carola Wenk; Dieter Pfoser; Andrew Crooks; Joon-Seok Kim; Hamdi Kavak; Umar Manzoor; Hyunjee Jin
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Crossref

Introduction to the Special Issue on Understanding the Spread of COVID-19, Part 2

ACM Transactions on Spatial Algorithms and Systems
2022-12-31 | Journal article
DOI: 10.1145/3568669
Contributors: Andreas Züfle; Song Gao; Taylor Anderson
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Crossref

Introduction to the Special Issue on Understanding the Spread of COVID-19, Part 1

ACM Transactions on Spatial Algorithms and Systems
2022-09-30 | Journal article
DOI: 10.1145/3568670
Contributors: Andreas Züfle; Taylor Anderson; Song Gao
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Crossref

Clustering Adverse Events of COVID-19 Vaccines Across the United States

2021 | Book chapter
DOI: 10.1007/978-3-030-89657-7_23
Contributors: Ahmed Askar; Andreas Züfle
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Crossref

Change of human mobility during COVID-19: A United States case study

PLOS ONE
2021-11-02 | Journal article
DOI: 10.1371/journal.pone.0259031
Contributors: Justin Elarde; Itzhak Benenson; Joon-Seok Kim; Hamdi Kavak; Andreas Züfle; Taylor Anderson
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Crossref

A Thematic Similarity Network Approach for Analysis of Places Using Volunteered Geographic Information

ISPRS International Journal of Geo-Information
2020-06-10 | Journal article
DOI: 10.3390/ijgi9060385
Contributors: Xiaoyi Yuan; Andrew Crooks; Andreas Züfle
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Crossref

Peer review (10 reviews for 5 publications/grants)

Review activity for Computational and mathematical organization theory. (5)
Review activity for Data mining and knowledge discovery. (1)
Review activity for Data science and engineering. (1)
Review activity for Distributed and parallel databases. (1)
Review activity for The VLDB journal. (2)
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