Andreas Züfle

ORCID

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 106

Top Venues

ACM SIGSPATIAL Special

SSTD

CoRR

SIGSPATIAL/GIS

Ludwig Maximilians University Munich (PHD)

Education History

Ludwig Maximilians University Munich

PHD

Publications

Andreas Züfle, Flora D. Salim, Taylor Anderson, Matthew Scotch, Li Xiong, Kacper Sokol, Hao Xue, Ruochen Kong, David J. Heslop, Hye-Young Paik, C. Raina MacIntyre
Leveraging Simulation Data to Understand Bias in Predictive Models of Infectious Disease Spread. ACM Trans. Spatial Algorithms Syst. 10 (2) (2024)
Chen Ling, Tanmoy Chowdhury, Jie Ji, Sirui Li, Andreas Züfle, Liang Zhao
Source Localization for Cross Network Information Diffusion. KDD (2024)
Mohamed F. Mokbel, Mahmoud Attia Sakr, Li Xiong, Andreas Züfle, Jussara M. Almeida, Taylor Anderson, Walid G. Aref, Gennady L. Andrienko, Natalia V. Andrienko, Yang Cao, Sanjay Chawla, Reynold Cheng, Panos K. Chrysanthis, Xiqi Fei, Gabriel Ghinita, Anita Graser, Dimitrios Gunopulos, Christian S. Jensen, Joon-Seok Kim, Kyoung-Sook Kim, Peer Kröger, John Krumm, Johannes Lauer, Amr Magdy, Mario A. Nascimento, Siva Ravada, Matthias Renz, Dimitris Sacharidis, Flora D. Salim, Mohamed Sarwat, Maxime Schoemans, Cyrus Shahabi, Bettina Speckmann, Egemen Tanin, Xu Teng, Yannis Theodoridis, Kristian Torp, Goce Trajcevski, Marc J. van Kreveld, Carola Wenk, Martin Werner, Raymond Chi-Wing Wong, Song Wu, Jianqiu Xu, Moustafa Youssef, Demetris Zeinalipour, Mengxuan Zhang, Esteban Zimányi
Mobility Data Science: Perspectives and Challenges. ACM Trans. Spatial Algorithms Syst. 10 (2) (2024)
Andreas Züfle, Dieter Pfoser, Carola Wenk, Andrew T. Crooks, Hamdi Kavak, Taylor Anderson, Joon-Seok Kim, Nathan Holt, Andrew Diantonio
In Silico Human Mobility Data Science: Leveraging Massive Simulated Mobility Data (Vision Paper). ACM Trans. Spatial Algorithms Syst. 10 (2) (2024)
Shrey Gupta, Yongbee Park, Jianzhao Bi, Suyash Gupta, Andreas Züfle, Avani Wildani, Yang Liu
Transfer Learning via Latent Dependency Factor for Estimating PM 2.5. CoRR (2024)
Chen Ling, Tanmoy Chowdhury, Jie Ji, Sirui Li, Andreas Züfle, Liang Zhao
Source Localization for Cross Network Information Diffusion. CoRR (2024)
Duy H. Thai, Xiqi Fei, Minh Tri Le, Andreas Züfle, Konrad Wessels
Riesz-Quincunx-UNet Variational Autoencoder for Unsupervised Satellite Image Denoising. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Andreas Züfle, Carola Wenk, Dieter Pfoser, Andrew Crooks, Joon-Seok Kim, Hamdi Kavak, Umar Manzoor, Hyunjee Jin
Urban life: a model of people and places. Comput. Math. Organ. Theory 29 (1) (2023)
Xiangqiang Min, Dieter Pfoser, Andreas Züfle, Yehua Sheng, Yi Huang
The Partition Bridge (PB) tree: Efficient nearest neighbor query processing on road networks. Inf. Syst. 118 (2023)
Zheng Zhang, Hossein Amiri, Zhenke Liu, Andreas Züfle, Liang Zhao
Large Language Models for Spatial Trajectory Patterns Mining. CoRR (2023)
Ketevan Gallagher, Taylor Anderson, Andrew T. Crooks, Andreas Züfle
Synthetic Geosocial Network Generation. LocalRec@SIGSPATIAL (2023)
Will Kohn, Hossein Amiri, Andreas Züfle
EPIPOL: An Epidemiological Patterns of Life Simulation (Demonstration Paper). SpatialEpi (2023)
Xu Teng, Goce Trajcevski, Andreas Züfle
Searching semantically diverse paths. Distributed Parallel Databases 41 (4) (2023)
Thomas Frohwein, Zachary Garwood, Dylan Hampton, Kevin Knack, Nate Schenck, Britney Yu, Joe Zuber, Goce Trajcevski, Xu Teng, Andreas Züfle
RouteDOC: Routing with Distance, Origin and Category Constraints (Demonstration Paper). SSTD (2023)
Mengxuan Zhang, Lei Li, Goce Trajcevski, Andreas Züfle, Xiaofang Zhou
Parallel Hub Labeling Maintenance With High Efficiency in Dynamic Small-World Networks. IEEE Trans. Knowl. Data Eng. 35 (11) (2023)
Xiqi Fei, Minh Tri Le, Duy Hoang Thai, Konrad Wessels, Andreas Züfle
Semi-Supervised Satellite Image Segmentation Using Spatial and Temporally Informed Poisson Learning. IGARSS (2023)
Hossein Amiri, Shiyang Ruan, Joon-Seok Kim, Hyunjee Jin, Hamdi Kavak, Andrew T. Crooks, Dieter Pfoser, Carola Wenk, Andreas Züfle
Massive Trajectory Data Based on Patterns of Life. SIGSPATIAL/GIS (2023)
Xu Teng, Goce Trajcevski, Andreas Züfle
Distance, Origin and Category Constrained Paths. ACM Trans. Spatial Algorithms Syst. 9 (3) (2023)
Mohamed F. Mokbel, Mahmoud Attia Sakr, Li Xiong, Andreas Züfle, Jussara M. Almeida, Taylor Anderson, Walid G. Aref, Gennady L. Andrienko, Natalia V. Andrienko, Yang Cao, Sanjay Chawla, Reynold Cheng, Panos K. Chrysanthis, Xiqi Fei, Gabriel Ghinita, Anita Graser, Dimitrios Gunopulos, Christian S. Jensen, Joon-Sook Kim, Kyoung-Sook Kim, Peer Kröger, John Krumm, Johannes Lauer, Amr Magdy, Mario A. Nascimento, Siva Ravada, Matthias Renz, Dimitris Sacharidis, Cyrus Shahabi, Flora D. Salim, Mohamed Sarwat, Maxime Schoemans, Bettina Speckmann, Egemen Tanin, Xu Teng, Yannis Theodoridis, Kristian Torp, Goce Trajcevski, Marc J. van Kreveld, Carola Wenk, Martin Werner, Raymond Chi-Wing Wong, Song Wu, Jianqiu Xu, Moustafa Youssef, Demetris Zeinalipour, Mengxuan Zhang, Esteban Zimányi
Towards Mobility Data Science (Vision Paper). CoRR (2023)
Ketevan Gallagher, Srihan Kotnana, Sachin Satishkumar, Kheya Siripurapu, Justin Elarde, Taylor Anderson, Andreas Züfle, Hamdi Kavak
Human mobility-based synthetic social network generation. HANIMOB@SIGSPATIAL (2022)
Anish Susarla, Austin Liu, Duy Hoang Thai, Minh Tri Le, Andreas Züfle
Spatiotemporal disease case prediction using contrastive predictive coding. SpatialEpi (2022)
Duy H. Thai, Xiqi Fei, Minh Tri Le, Andreas Züfle, Konrad Wessels
Riesz-Quincunx-UNet Variational Auto-Encoder for Satellite Image Denoising. CoRR (2022)
Andreas Züfle, Taylor Anderson, Song Gao
Introduction to the Special Issue on Understanding the Spread of COVID-19, Part 1. ACM Trans. Spatial Algorithms Syst. 8 (3) (2022)
John Krumm, Cyrus Shahabi, Andreas Züfle
Spatial Gems 2022 Workshop Report: The 4th ACM SIGSPATIAL International Workshop on Spatial Gems. ACM SIGSPATIAL Special 14 (1) (2022)
Taylor Anderson, Joon-Seok Kim, Amira Roess, Andreas Züfle
SpatialEpi'2022 Workshop Report: The 3rd ACM SIGSPATIAL International Workshop on Spatial Computing for Epidemiology. ACM SIGSPATIAL Special 14 (1) (2022)
Mohamed F. Mokbel, Mahmoud Attia Sakr, Li Xiong, Andreas Züfle, Jussara M. Almeida, Taylor Anderson, Walid G. Aref, Gennady L. Andrienko, Natalia V. Andrienko, Yang Cao, Sanjay Chawla, Reynold Cheng, Panos K. Chrysanthis, Xiqi Fei, Gabriel Ghinita, Anita Graser, Dimitrios Gunopulos, Christian S. Jensen, Joon-Sook Kim, Kyoung-Sook Kim, Peer Kröger, John Krumm, Johannes Lauer, Amr Magdy, Mario A. Nascimento, Siva Ravada, Matthias Renz, Dimitris Sacharidis, Cyrus Shahabi, Flora D. Salim, Mohamed Sarwat, Maxime Schoemans, Bettina Speckmann, Egemen Tanin, Yannis Theodoridis, Kristian Torp, Goce Trajcevski, Marc J. van Kreveld, Carola Wenk, Martin Werner, Raymond Chi-Wing Wong, Song Wu, Jianqiu Xu, Moustafa Youssef, Demetris Zeinalipour, Mengxuan Zhang, Esteban Zimányi
Mobility Data Science (Dagstuhl Seminar 22021). Dagstuhl Reports 12 (1) (2022)
Srihan Kotnana, David Han, Taylor Anderson, Andreas Züfle, Hamdi Kavak
Using Generative Adversarial Networks to Assist Synthetic Population Creation for Simulations. ANNSIM (2022)
Minh Tri Le, David Attaway, Taylor Anderson, Hamdi Kavak, Amira Roess, Andreas Züfle
PhyloView: A System to Visualize the Ecology of Infectious Diseases Using Phylogenetic Data. MDM (2022)
Andreas Züfle, Song Gao, Taylor Anderson
Introduction to the Special Issue on Understanding the Spread of COVID-19, Part 2. ACM Trans. Spatial Algorithms Syst. 8 (4) (2022)
Ahmed Askar, Andreas Züfle
Clustering Adverse Events of COVID-19 Vaccines Across the United States. SISAP (2021)
Xu Teng, Goce Trajcevski, Andreas Züfle
Semantically Diverse Paths with Range and Origin Constraints. SIGSPATIAL/GIS (2021)
Justin Elarde, Joon-Seok Kim, Hamdi Kavak, Andreas Züfle, Taylor Anderson
Change of human mobility during COVID-19: A United States case study. CoRR (2021)
Ahmed Askar, Andreas Züfle
Clustering of Adverse Events of Post-Market Approved Drugs. SSTD (2021)
Andreas Züfle
Probabilistic Counting in Uncertain Spatial Databases using Generating Functions. CoRR (2021)
Xiangqiang Min, Dieter Pfoser, Andreas Züfle, Yehua Sheng
A Hierarchical Spatial Network Index for Arbitrarily Distributed Spatial Objects. ISPRS Int. J. Geo Inf. 10 (12) (2021)
Andreas Züfle, Konrad Wessels, Dieter Pfoser
Mining High Resolution Earth Observation Data Cubes. SSTD (2021)
Xiqi Fei, Konrad Wessels, Dieter Pfoser, Andreas Züfle, Olga Gkountouna
Influence of Geographic Distance on CNN Generalization for Satellite Image Classification. IGARSS (2021)
Samiul Islam, Dhruv Gandhi, Justin Elarde, Taylor Anderson, Amira Roess, Timothy F. Leslie, Hamdi Kavak, Andreas Züfle
Spatiotemporal prediction of foot traffic. LocalRec@SIGSPATIAL (2021)
Joon-Seok Kim, Taylor Anderson, Ashwin Shashidharan, Andreas Züfle
The 3rd ACM SIGSPATIAL International Workshop on Geospatial Simulation: GeoSim 2020 workshop report. ACM SIGSPATIAL Special 12 (3) (2020)
Taylor Anderson, Jia Yu, Andreas Züfle
The 1st ACM SIGSPATIAL International Workshop on Modeling and Understanding the Spread of COVID-19. ACM SIGSPATIAL Special 12 (3) (2020)
Andreas Züfle
Uncertain Spatial Data Management: An Overview. CoRR (2020)
Joon-Seok Kim, Hyunjee Jin, Hamdi Kavak, Ovi Chris Rouly, Andrew Crooks, Dieter Pfoser, Carola Wenk, Andreas Züfle
Location-Based Social Network Data Generation Based on Patterns of Life. MDM (2020)
Olga Gkountouna, Dieter Pfoser, Andreas Züfle
Traffic Flow Estimation using Probe Vehicle Data. DSAA (2020)
Liming Zhang, Andreas Züfle, Dieter Pfoser
Station-to-User Transfer Learning: Towards Explainable User Clustering Through Latent Trip Signatures Using Tidal-Regularized Non-Negative Matrix Factorization. CoRR (2020)
Liming Zhang, Dieter Pfoser, Andreas Züfle
Station-to-User Transfer Learning: Towards Explainable User Clustering Through Latent Trip Signatures Using Tidal-Regularized Non-Negative Matrix Factorization. SIGSPATIAL/GIS (2020)
Andreas Züfle, Goce Trajcevski, Dieter Pfoser, Joon-Seok Kim
Managing Uncertainty in Evolving Geo-Spatial Data. MDM (2020)
Xu Teng, Goce Trajcevski, Joon-Seok Kim, Andreas Züfle
Semantically Diverse Path Search. MDM (2020)
John Pesavento, Andy Chen, Rayan Yu, Joon-Seok Kim, Hamdi Kavak, Taylor Anderson, Andreas Züfle
Data-driven mobility models for COVID-19 simulation. ARIC@SIGSPATIAL (2020)
Andreas Züfle
Introduction to this special issue: Modeling and understanding the spread of COVID-19: (part I). ACM SIGSPATIAL Special 12 (1) (2020)
Andreas Züfle, Martin Werner
Introduction to this special issue: SIGSPATIAL 2020 event reports. ACM SIGSPATIAL Special 12 (3) (2020)
John Krumm, Cyrus Shahabi, Andreas Züfle
The 2nd ACM SIGSPATIAL International Workshop on Spatial Gems: Spatial Gems 2020 workshop report. ACM SIGSPATIAL Special 12 (3) (2020)
Tobias Emrich, Hans-Peter Kriegel, Andreas Züfle, Peer Kröger, Matthias Renz
Complete and Sufficient Spatial Domination of Multidimensional Rectangles. CoRR (2020)
Joon-Seok Kim, Hamdi Kavak, Andreas Züfle, Taylor Anderson
COVID-19 ensemble models using representative clustering. ACM SIGSPATIAL Special 12 (2) (2020)
Xiaoyi Yuan, Andrew Crooks, Andreas Züfle
A Thematic Similarity Network Approach for Analysis of Places Using Volunteered Geographic Information. ISPRS Int. J. Geo Inf. 9 (6) (2020)
Joon-Seok Kim, Dieter Pfoser, Andreas Züfle
Vehicle Relocation for Ride-Hailing. DSAA (2020)
Aisha Sikder, Andreas Züfle
Augmenting Geostatistics with Matrix Factorization: A Case Study for House Price Estimation. ISPRS Int. J. Geo Inf. 9 (5) (2020)
Tunaggina Subrina Khan, Anowarul Kabir, Dieter Pfoser, Andreas Züfle
CrowdZIP: A System to Improve Reverse ZIP Code Geocoding using Spatial and Crowdsourced Data (Demo Paper). SIGSPATIAL/GIS (2019)
Andreas Züfle
Visions and challenges in GeoAI, ethics, and spatial quantum computing. ACM SIGSPATIAL Special 11 (2) (2019)
Hamdi Kavak, Joon-Seok Kim, Andrew Crooks, Dieter Pfoser, Carola Wenk, Andreas Züfle
Location-Based Social Simulation. SSTD (2019)
John Krumm, Cyrus Shahabi, Andreas Züfle
Spatial gems: a new type of workshop at the SIGSPATIAL conference. ACM SIGSPATIAL Special 11 (1) (2019)
John Krumm, Cyrus Shahabi, Andreas Züfle
Spatial gems 2019 workshop report: The 1st ACM SIGSPATIAL International Workshop on Spatial Gems. ACM SIGSPATIAL Special 11 (3) (2019)
Klaus Arthur Schmid, Andreas Züfle
Representative Query Answers on Uncertain Data. SSTD (2019)
Dan Cheng, Olga Gkountouna, Andreas Züfle, Dieter Pfoser, Carola Wenk
Shortest-Path Diversification through Network Penalization: A Washington DC Area Case Study. IWCTS@SIGSPATIAL (2019)
Xu Teng, Jingchao Yang, Joon-Seok Kim, Goce Trajcevski, Andreas Züfle, Mario A. Nascimento
Fine-Grained Diversification of Proximity Constrained Queries on Road Networks. SSTD (2019)
Joon-Seok Kim, Dieter Pfoser, Andreas Züfle
Distance-Aware Competitive Spatiotemporal Searching Using Spatiotemporal Resource Matrix Factorization (GIS Cup). SIGSPATIAL/GIS (2019)
Aisha Sikder, Andreas Züfle
Emotion predictions in geo-textual data using spatial statistics and recommendation systems. LocalRec@SIGSPATIAL (2019)
Joon-Seok Kim, Hamdi Kavak, Umar Manzoor, Andrew Crooks, Dieter Pfoser, Carola Wenk, Andreas Züfle
Simulating Urban Patterns of Life: A Geo-Social Data Generation Framework. SIGSPATIAL/GIS (2019)
Andreas Züfle
Session details: Special issue on spatial query processing and traffic simulation. ACM SIGSPATIAL Special 11 (1) (2019)
Joon-Seok Kim, Hamdi Kavak, Umar Manzoor, Andreas Züfle
Advancing Simulation Experimentation Capabilities with Runtime Interventions. SpringSim (2019)
Xiqi Fei, Olga Gkountouna, Dieter Pfoser, Andreas Züfle
Spatiotemporal Bus Route Profiling using Odometer Data. SIGSPATIAL/GIS (2019)
Andreas Züfle
Introduction to this special issue: urban analytics and mobility (part 2). ACM SIGSPATIAL Special 10 (2) (2018)
Christian Frey, Andreas Züfle, Tobias Emrich, Matthias Renz
Efficient Information Flow Maximization in Probabilistic Graphs (Extended Abstract). ICDE (2018)
Xu Teng, Andreas Züfle, Goce Trajcevski, Diego Klabjan
Location-Awareness in Time Series Compression. ADBIS (2018)
Andreas Züfle
Introduction to this special issue: urban analytics and mobility (part 1). ACM SIGSPATIAL Special 10 (1) (2018)
Jack Snowdon, Olga Gkountouna, Andreas Züfle, Dieter Pfoser
Spatiotemporal Traffic Volume Estimation Model Based on GPS Samples. GeoRich@SIGMOD (2018)
Junxiang Wang, Yuyang Gao, Andreas Züfle, Jingyuan Yang, Liang Zhao
Incomplete Label Uncertainty Estimation for Petition Victory Prediction with Dynamic Features. ICDM (2018)
Christian Frey, Andreas Züfle, Tobias Emrich, Matthias Renz
Efficient Information Flow Maximization in Probabilistic Graphs. IEEE Trans. Knowl. Data Eng. 30 (5) (2018)
Andreas Züfle, Matthias Renz, Tobias Emrich, Maximilian Franzke
Pattern Search in Temporal Social Networks. EDBT (2018)
Joon-Seok Kim, Hamdi Kavak, Andreas Züfle, Andrew Crooks, Umar Manzoor, Paul M. Torrens
GeoSim 2018 workshop report the 1st ACM SIGSPATIAL international workshop on geospatial simulation. ACM SIGSPATIAL Special 10 (3) (2018)
Eric Lin, Jinhyung D. Park, Andreas Züfle
Real-Time Bayesian Micro-Analysis for Metro Traffic Prediction. UrbanGIS@SIGSPATIAL (2017)
Ammar Sohail, David Taniar, Andreas Züfle, Jeong-Ho Park
Query Processing in Location-Based Social Networks. WWW (Companion Volume) (2017)
Gregor Jossé, Klaus Arthur Schmid, Andreas Züfle, Georgios Skoumas, Matthias Schubert, Matthias Renz, Dieter Pfoser, Mario A. Nascimento
Knowledge extraction from crowdsourced data for the enrichment of road networks. GeoInformatica 21 (4) (2017)
Jinhyung D. Park, Erik Seglem, Eric Lin, Andreas Züfle
Protecting User Privacy: Obfuscating Discriminative Spatio-Temporal Footprints. LocalRec@SIGSPATIAL (2017)
Klaus Arthur Schmid, Andreas Züfle, Dieter Pfoser, Andrew Crooks, Arie Croitoru, Anthony Stefanidis
Predicting the Evolution of Narratives in Social Media. SSTD (2017)
Christian Frey, Andreas Züfle, Tobias Emrich, Matthias Renz
Efficient Information Flow Maximization in Probabilistic Graphs. CoRR (2017)
Klaus Arthur Schmid, Andreas Züfle, Tobias Emrich, Matthias Renz, Reynold Cheng
Uncertain Voronoi cell computation based on space decomposition. GeoInformatica 21 (4) (2017)
Andreas Züfle, Goce Trajcevski, Dieter Pfoser, Matthias Renz, Matthew T. Rice, Timothy Leslie, Paul L. Delamater, Tobias Emrich
Handling Uncertainty in Geo-Spatial Data. ICDE (2017)
Olga Gkountouna, Dieter Pfoser, Carola Wenk, Andreas Züfle
A Unified Framework to Predict Movement. SSTD (2017)
Guolei Yang, Andreas Züfle
Spatio-temporal prediction of social connections. GeoRich@SIGMOD (2017)
Nina C. Hubig, Philip Fengler, Andreas Züfle, Ruixin Yang, Stephan Günnemann
Detection and Prediction of Natural Hazards Using Large-Scale Environmental Data. SSTD (2017)
Erik Seglem, Andreas Züfle, Jan Stutzki, Felix Borutta, Evgheniy Faerman, Matthias Schubert
On Privacy in Spatio-Temporal Data: User Identification Using Microblog Data. SSTD (2017)
Renee Li, Andreas Züfle, Liang Zhao, Georgios Lamprianidis
Modeling and Prediction of People's Needs (Vision Paper). LENS@SIGSPATIAL (2017)
Maximilian Franzke, Tobias Emrich, Andreas Züfle, Matthias Renz
Indexing multi-metric data. ICDE (2016)
Andreas Züfle
Bayesian network movement model. ACM SIGSPATIAL Special 8 (2) (2016)
Klaus Arthur Schmid, Christian Frey, Fengchao Peng, Michael Weiler, Andreas Züfle, Lei Chen, Matthias Renz
TrendTracker: Modelling the Motion of Trends in Space and Time. ICDM Workshops (2016)
Maximilian Franzke, Janina Bleicher, Andreas Züfle
Finding Influencers in Temporal Social Networks Using Intervention Analysis. ADC (2016)
Guolei Yang, Andreas Züfle
Spatio-Temporal Site Recommendation. ICDM Workshops (2016)
Tobias Emrich, Hans-Peter Kriegel, Peer Kröger, Johannes Niedermayer, Matthias Renz, Andreas Züfle
On reverse-k-nearest-neighbor joins. GeoInformatica 19 (2) (2015)
Diana Uskat, Tobias Emrich, Andreas Züfle, Klaus Arthur Schmid, Thomas Bernecker, Matthias Renz
Similarity search in fuzzy object databases. SSDBM (2015)
Gregor Jossé, Maximilian Franzke, Georgios Skoumas, Andreas Züfle, Mario A. Nascimento, Matthias Renz
A framework for computation of popular paths from crowdsourced data. ICDE (2015)

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Publication Activity (10 Years)

Top Topics

Top Venues

Andreas Züfle