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Andreas Züfle

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affiliation: Emory University, Atlanta, GA, USA
affiliation (former): George Mason University, Fairfax, USA
affiliation (former): Ludwig Maximilian University of Munich, Germany

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2020 – today

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2024
[j42]
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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): 10 (2024)
[j41]
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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): 13 (2024)
[j40]
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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): 17 (2024)
[c98]
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Chen Ling, Tanmoy Chowdhury, Jie Ji, Sirui Li, Andreas Züfle, Liang Zhao:
Source Localization for Cross Network Information Diffusion. KDD 2024: 5419-5429
[c97]
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Shrey Gupta, Yongbee Park, Jianzhao Bi, Suyash Gupta, Andreas Züfle, Avani Wildani, Yang Liu:
Spatial Transfer Learning for Estimating PM_2.5 in Data-Poor Regions. ECML/PKDD (9) 2024: 385-400
[e14]
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John Krumm, Andreas Züfle, Cyrus Shahabi:
Spatial Gems, Volume 2. ACM Books 55, ACM 2024, ISBN 979-8-4007-0936-4
[e13]
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Hao Li, Abhishek Potnis, Wenwen Li, Dalton D. Lunga, Martin Werner, Andreas Züfle:
Proceedings of the 3rd ACM SIGSPATIAL International Workshop on Searching and Mining Large Collections of Geospatial Data, GeoSearch 2024, Atlanta, GA, USA, 29 October 2024 - 1 November 2024. ACM 2024, ISBN 979-8-4007-1148-0 [contents]
[i23]
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  - journals/corr/abs-2404-07308
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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 abs/2404.07308 (2024)
[i22]
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  - journals/corr/abs-2404-14668
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Chen Ling, Tanmoy Chowdhury, Jie Ji, Sirui Li, Andreas Züfle, Liang Zhao:
Source Localization for Cross Network Information Diffusion. CoRR abs/2404.14668 (2024)
[i21]
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  - journals/corr/abs-2409-18427
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Yueyang Liu, Lance Kennedy, Hossein Amiri, Andreas Züfle:
Neural Collaborative Filtering to Detect Anomalies in Human Semantic Trajectories. CoRR abs/2409.18427 (2024)
[i20]
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  - journals/corr/abs-2409-19136
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Lance Kennedy, Andreas Züfle:
Kinematic Detection of Anomalies in Human Trajectory Data. CoRR abs/2409.19136 (2024)
[i19]
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  - journals/corr/abs-2410-00054
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Zheng Zhang, Hossein Amiri, Dazhou Yu, Yuntong Hu, Liang Zhao, Andreas Züfle:
Transferable Unsupervised Outlier Detection Framework for Human Semantic Trajectories. CoRR abs/2410.00054 (2024)
[i18]
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  - journals/corr/abs-2410-00185
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Hossein Amiri, Will Kohn, Shiyang Ruan, Joon-Seok Kim, Hamdi Kavak, Andrew T. Crooks, Dieter Pfoser, Carola Wenk, Andreas Züfle:
The Patterns of Life Human Mobility Simulation. CoRR abs/2410.00185 (2024)
[i17]
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  - journals/corr/abs-2410-01844
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Hossein Amiri, Ruochen Kong, Andreas Züfle:
Urban Anomalies: A Simulated Human Mobility Dataset with Injected Anomalies. CoRR abs/2410.01844 (2024)
2023
[j39]
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Andreas Züfle, Carola Wenk, Dieter Pfoser, Andrew T. Crooks, Joon-Seok Kim, Hamdi Kavak, Umar Manzoor, Hyunjee Jin:
Urban life: a model of people and places. Comput. Math. Organ. Theory 29(1): 20-51 (2023)
[j38]
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Xu Teng, Goce Trajcevski, Andreas Züfle:
Searching semantically diverse paths. Distributed Parallel Databases 41(4): 603-638 (2023)
[j37]
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  - journals/is/MinPZSH23
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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: 102256 (2023)
[j36]
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Duy Hoang 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: 1-19 (2023)
[j35]
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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): 11751-11768 (2023)
[j34]
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Xu Teng, Goce Trajcevski, Andreas Züfle:
Distance, Origin and Category Constrained Paths. ACM Trans. Spatial Algorithms Syst. 9(3): 18:1-18:27 (2023)
[c96]
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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: 49:1-49:4
[c95]
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  - conf/igarss/FeiLTWZ23
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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: 5642-5645
[c94]
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  - conf/localrec/Gallagher0CZ23
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Ketevan Gallagher, Taylor Anderson, Andrew T. Crooks, Andreas Züfle:
Synthetic Geosocial Network Generation. LocalRec@SIGSPATIAL 2023: 15-24
[c93]
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  - conf/spatialepi/KohnAZ23
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Will Kohn, Hossein Amiri, Andreas Züfle:
EPIPOL: An Epidemiological Patterns of Life Simulation (Demonstration Paper). SpatialEpi 2023: 13-16
[c92]
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  - conf/ssd/FrohweinGHKSYZT23
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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: 185-188
[e12]
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Hao Li, Gabriele Cavallaro, Dora B. Heras, Dalton D. Lunga, Martin Werner, Andreas Züfle:
Proceedings of the 2nd ACM SIGSPATIAL International Workshop on Searching and Mining Large Collections of Geospatial Data, GeoSearch 2023, Hamburg, Germany, 13 November 2023. ACM 2023 [contents]
[e11]
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Joon-Seok Kim, Ashwin Shashidharan, Andreas Züfle:
Proceedings of the 6th ACM SIGSPATIAL International Workshop on GeoSpatial Simulation, GeoSim 2023, Hamburg, Germany, 13 November 2023. ACM 2023 [contents]
[e10]
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Taylor Anderson, Joon-Seok Kim, Amira Roess, Andreas Züfle:
Proceedings of the 4th ACM SIGSPATIAL International Workshop on Spatial Computing for Epidemiology, SpatialEpi 2023, Hamburg, Germany, 13 November 2023. ACM 2023 [contents]
[i16]
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  - journals/corr/abs-2307-05717
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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 abs/2307.05717 (2023)
[i15]
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  - journals/corr/abs-2310-04942
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Zheng Zhang, Hossein Amiri, Zhenke Liu, Andreas Züfle, Liang Zhao:
Large Language Models for Spatial Trajectory Patterns Mining. CoRR abs/2310.04942 (2023)
2022
[j33]
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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): 28-31 (2022)
[j32]
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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): 45-47 (2022)
[j31]
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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): 1-5 (2022)
[j30]
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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): 25e:1-25e:5 (2022)
[c91]
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  - conf/annsim/KotnanaHAZK22
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Srihan Kotnana, David Han, Taylor Anderson, Andreas Züfle, Hamdi Kavak:
Using Generative Adversarial Networks to Assist Synthetic Population Creation for Simulations. ANNSIM 2022: 1-12
[c90]
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  - conf/gis/GallagherKSSEAZ22
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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: 23-26
[c89]
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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: 222-229
[c88]
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  - conf/spatialepi/SusarlaLTLZ22
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Anish Susarla, Austin Liu, Duy Hoang Thai, Minh Tri Le, Andreas Züfle:
Spatiotemporal disease case prediction using contrastive predictive coding. SpatialEpi 2022: 26-34
[p1]
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  - books/acm/22/EmrichKZKR22
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Tobias Emrich, Hans-Peter Kriegel, Andreas Züfle, Peer Kröger, Matthias Renz:
Complete and Sufficient Spatial Domination of Multidimensional Rectangles. Spatial Gems (1) (1) 2022: 25-32
[e9]
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John Krumm, Andreas Züfle, Cyrus Shahabi:
Spatial Gems, Volume 1. ACM Books 46, ACM 2022, ISBN 978-1-4503-9813-8 [contents]
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Taylor Anderson, Amira Roess, Joon-Seok Kim, Andreas Züfle:
Proceedings of the 3rd ACM SIGSPATIAL International Workshop on Spatial Computing for Epidemiology, SpatialEpi 2022, Seattle, Washington, 1 November 2022. ACM 2022, ISBN 978-1-4503-9543-4 [contents]
[i14]
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  - journals/corr/abs-2208-12810
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Duy Hoang Thai, Xiqi Fei, Minh Tri Le, Andreas Züfle, Konrad Wessels:
Riesz-Quincunx-UNet Variational Auto-Encoder for Satellite Image Denoising. CoRR abs/2208.12810 (2022)
[i13]
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  - journals/dagstuhl-reports/MokbelSXZAAAAAC22
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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): 1-34 (2022)
2021
[j29]
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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): 814 (2021)
[c87]
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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: 2:1-2:8
[c86]
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Xu Teng, Goce Trajcevski, Andreas Züfle:
Semantically Diverse Paths with Range and Origin Constraints. SIGSPATIAL/GIS 2021: 375-378
[c85]
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Xiqi Fei, Konrad Wessels, Dieter Pfoser, Andreas Züfle, Olga Gkountouna:
Influence of Geographic Distance on CNN Generalization for Satellite Image Classification. IGARSS 2021: 4976-4979
[c84]
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  - conf/sisap/AskarZ21
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Ahmed Askar, Andreas Züfle:
Clustering Adverse Events of COVID-19 Vaccines Across the United States. SISAP 2021: 307-320
[c83]
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Ahmed Askar, Andreas Züfle:
Clustering of Adverse Events of Post-Market Approved Drugs. SSTD 2021: 106-115
[c82]
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Andreas Züfle, Konrad Wessels, Dieter Pfoser:
Mining High Resolution Earth Observation Data Cubes. SSTD 2021: 152-156
[e7]
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  - conf/gis/2021geosearch
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Gabriele Cavallaro, Dora B. Heras, Dalton D. Lunga, Martin Werner, Andreas Züfle:
GeoSearch'21: Proceedings of the 1st ACM SIGSPATIAL International Workshop on Searching and Mining Large Collections of Geospatial Data, Virtual Event / Beijing, China, 2 November 2021. ACM 2021, ISBN 978-1-4503-9123-8 [contents]
[e6]
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Taylor Anderson, Jia Yu, Amira Roess, Hamdi Kavak, Joon-Seok Kim, Andreas Züfle:
SpatialEpi@SIGSPATIAL 2021: Proceedings of the 2nd ACM SIGSPATIAL International Workshop on Spatial Computing for Epidemiology (SpatialEpi 2021), Beijing, China, 2 November 2021. ACM 2021, ISBN 978-1-4503-9119-1 [contents]
[i12]
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  - journals/corr/abs-2109-09022
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Justin Elarde, Joon-Seok Kim, Hamdi Kavak, Andreas Züfle, Taylor Anderson:
Change of human mobility during COVID-19: A United States case study. CoRR abs/2109.09022 (2021)
[i11]
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  - journals/corr/abs-2112-06344
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Andreas Züfle:
Probabilistic Counting in Uncertain Spatial Databases using Generating Functions. CoRR abs/2112.06344 (2021)
2020
[j28]
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Aisha Sikder, Andreas Züfle:
Augmenting Geostatistics with Matrix Factorization: A Case Study for House Price Estimation. ISPRS Int. J. Geo Inf. 9(5): 288 (2020)
[j27]
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Xiaoyi Yuan, Andrew T. Crooks, Andreas Züfle:
A Thematic Similarity Network Approach for Analysis of Places Using Volunteered Geographic Information. ISPRS Int. J. Geo Inf. 9(6): 385 (2020)
[j26]
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Andreas Züfle:
Introduction to this special issue: Modeling and understanding the spread of COVID-19: (part I). ACM SIGSPATIAL Special 12(1): 1-2 (2020)
[j25]
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Joon-Seok Kim, Hamdi Kavak, Andreas Züfle, Taylor Anderson:
COVID-19 ensemble models using representative clustering. ACM SIGSPATIAL Special 12(2): 33-41 (2020)
[j24]
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Andreas Züfle, Martin Werner:
Introduction to this special issue: SIGSPATIAL 2020 event reports. ACM SIGSPATIAL Special 12(3): 1-2 (2020)
[j23]
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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): 11-14 (2020)
[j22]
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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): 32-34 (2020)
[j21]
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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): 35-40 (2020)
[c81]
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Olga Gkountouna, Dieter Pfoser, Andreas Züfle:
Traffic Flow Estimation using Probe Vehicle Data. DSAA 2020: 579-588
[c80]
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Joon-Seok Kim, Dieter Pfoser, Andreas Züfle:
Vehicle Relocation for Ride-Hailing. DSAA 2020: 589-598
[c79]
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  - conf/gis/PesaventoCY0KAZ20
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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: 29-38
[c78]
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  - conf/gis/ZhangPZ20
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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: 303-313
[c77]
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Andreas Züfle, Goce Trajcevski, Dieter Pfoser, Joon-Seok Kim:
Managing Uncertainty in Evolving Geo-Spatial Data. MDM 2020: 5-8
[c76]
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Xu Teng, Goce Trajcevski, Joon-Seok Kim, Andreas Züfle:
Semantically Diverse Path Search. MDM 2020: 69-78
[c75]
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Joon-Seok Kim, Hyunjee Jin, Hamdi Kavak, Ovi Chris Rouly, Andrew T. Crooks, Dieter Pfoser, Carola Wenk, Andreas Züfle:
Location-Based Social Network Data Generation Based on Patterns of Life. MDM 2020: 158-167
[e5]
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  - conf/gis/2020covid
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Taylor Anderson, Jia Yu, Andreas Züfle:
COVID-19: Proceedings of the 1st ACM SIGSPATIAL International Workshop on Modeling and Understanding the Spread of COVID-19, Seattle, WA, USA, November 3, 2020. ACM 2020, ISBN 978-1-4503-8168-0 [contents]
[e4]
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Panagiotis Bouros, Amr Magdy, Matthias Renz, Mohamed Sarwat, Andreas Züfle:
Proceedings of the Sixth International ACM SIGMOD Workshop on Managing and Mining Enriched Geo-Spatial Data, GeoRich@SIGMOD 2020, Portland, Oregon, USA, June 14, 2020. ACM 2020, ISBN 978-1-4503-8035-5 [contents]
[i10]
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  - journals/corr/abs-2001-05581
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Tobias Emrich, Hans-Peter Kriegel, Andreas Züfle, Peer Kröger, Matthias Renz:
Complete and Sufficient Spatial Domination of Multidimensional Rectangles. CoRR abs/2001.05581 (2020)
[i9]
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  - journals/corr/abs-2004-12828
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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 abs/2004.12828 (2020)
[i8]
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  - journals/corr/abs-2009-01121
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Andreas Züfle:
Uncertain Spatial Data Management: An Overview. CoRR abs/2009.01121 (2020)

2010 – 2019

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What is the meaning of the colors in the publication lists?

2019
[j20]
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John Krumm, Cyrus Shahabi, Andreas Züfle:
Spatial gems: a new type of workshop at the SIGSPATIAL conference. ACM SIGSPATIAL Special 11(1): 36 (2019)
[j19]
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Andreas Züfle:
Session details: Special issue on spatial query processing and traffic simulation. ACM SIGSPATIAL Special 11(1) (2019)
[j18]
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Andreas Züfle:
Visions and challenges in GeoAI, ethics, and spatial quantum computing. ACM SIGSPATIAL Special 11(2): 2-4 (2019)
[j17]
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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): 15-17 (2019)
[c74]
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  - conf/gis/SikderZ19
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Aisha Sikder, Andreas Züfle:
Emotion predictions in geo-textual data using spatial statistics and recommendation systems. LocalRec@SIGSPATIAL 2019: 5:1-5:4
[c73]
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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: 10:1-10:10
[c72]
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Xiqi Fei, Olga Gkountouna, Dieter Pfoser, Andreas Züfle:
Spatiotemporal Bus Route Profiling using Odometer Data. SIGSPATIAL/GIS 2019: 369-378
[c71]
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  - conf/gis/KimKMCPWZ19
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Joon-Seok Kim, Hamdi Kavak, Umar Manzoor, Andrew T. Crooks, Dieter Pfoser, Carola Wenk, Andreas Züfle:
Simulating Urban Patterns of Life: A Geo-Social Data Generation Framework. SIGSPATIAL/GIS 2019: 576-579
[c70]
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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: 588-591
[c69]
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Joon-Seok Kim, Dieter Pfoser, Andreas Züfle:
Distance-Aware Competitive Spatiotemporal Searching Using Spatiotemporal Resource Matrix Factorization (GIS Cup). SIGSPATIAL/GIS 2019: 624-627
[c68]
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Joon-Seok Kim, Hamdi Kavak, Umar Manzoor, Andreas Züfle:
Advancing Simulation Experimentation Capabilities with Runtime Interventions. SpringSim 2019: 1-11
[c67]
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  - conf/ssd/TengYKTZN19
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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: 51-60
[c66]
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Klaus Arthur Schmid, Andreas Züfle:
Representative Query Answers on Uncertain Data. SSTD 2019: 140-149
[c65]
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Hamdi Kavak, Joon-Seok Kim, Andrew T. Crooks, Dieter Pfoser, Carola Wenk, Andreas Züfle:
Location-Based Social Simulation. SSTD 2019: 218-221
2018
[j16]
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Andreas Züfle:
Introduction to this special issue: urban analytics and mobility (part 1). ACM SIGSPATIAL Special 10(1): 2 (2018)
[j15]
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Andreas Züfle:
Introduction to this special issue: urban analytics and mobility (part 2). ACM SIGSPATIAL Special 10(2): 2 (2018)
[j14]
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Joon-Seok Kim, Hamdi Kavak, Andreas Züfle, Andrew T. Crooks, Umar Manzoor, Paul M. Torrens:
GeoSim 2018 workshop report the 1st ACM SIGSPATIAL international workshop on geospatial simulation. ACM SIGSPATIAL Special 10(3): 28-29 (2018)
[j13]
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Christian M. M. Frey, Andreas Züfle, Tobias Emrich, Matthias Renz:
Efficient Information Flow Maximization in Probabilistic Graphs. IEEE Trans. Knowl. Data Eng. 30(5): 880-894 (2018)
[c64]
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Xu Teng, Andreas Züfle, Goce Trajcevski, Diego Klabjan:
Location-Awareness in Time Series Compression. ADBIS 2018: 82-95
[c63]
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Andreas Züfle, Matthias Renz, Tobias Emrich, Maximilian Franzke:
Pattern Search in Temporal Social Networks. EDBT 2018: 289-300
[c62]
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Christian M. M. Frey, Andreas Züfle, Tobias Emrich, Matthias Renz:
Efficient Information Flow Maximization in Probabilistic Graphs (Extended Abstract). ICDE 2018: 1801-1802
[c61]
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Junxiang Wang, Yuyang Gao, Andreas Züfle, Jingyuan Yang, Liang Zhao:
Incomplete Label Uncertainty Estimation for Petition Victory Prediction with Dynamic Features. ICDM 2018: 537-546
[c60]
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  - conf/sigmod/SnowdonGZP18
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Jack Snowdon, Olga Gkountouna, Andreas Züfle, Dieter Pfoser:
Spatiotemporal Traffic Volume Estimation Model Based on GPS Samples. GeoRich@SIGMOD 2018: 1-6
2017
[j12]
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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): 763-795 (2017)
[j11]
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Klaus Arthur Schmid, Andreas Züfle, Tobias Emrich, Matthias Renz, Reynold Cheng:
Uncertain Voronoi cell computation based on space decomposition. GeoInformatica 21(4): 797-827 (2017)
[c59]
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Jinhyung D. Park, Erik Seglem, Eric Lin, Andreas Züfle:
Protecting User Privacy: Obfuscating Discriminative Spatio-Temporal Footprints. LocalRec@SIGSPATIAL 2017: 2:1-2:4
[c58]
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Renee Li, Andreas Züfle, Liang Zhao, Georgios Lamprianidis:
Modeling and Prediction of People's Needs (Vision Paper). LENS@SIGSPATIAL 2017: 3:1-3:4
[c57]
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Eric Lin, Jinhyung D. Park, Andreas Züfle:
Real-Time Bayesian Micro-Analysis for Metro Traffic Prediction. UrbanGIS@SIGSPATIAL 2017: 12:1-12:4
[c56]
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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: 1467-1470
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Guolei Yang, Andreas Züfle:
Spatio-temporal prediction of social connections. GeoRich@SIGMOD 2017: 6:1-6:6
[c54]
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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: 43-61
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Nina C. Hubig, Philip Fengler, Andreas Züfle, Ruixin Yang, Stephan Günnemann:
Detection and Prediction of Natural Hazards Using Large-Scale Environmental Data. SSTD 2017: 300-316
[c52]
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Klaus Arthur Schmid, Andreas Züfle, Dieter Pfoser, Andrew T. Crooks, Arie Croitoru, Anthony Stefanidis:
Predicting the Evolution of Narratives in Social Media. SSTD 2017: 388-392
[c51]
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Olga Gkountouna, Dieter Pfoser, Carola Wenk, Andreas Züfle:
A Unified Framework to Predict Movement. SSTD 2017: 393-397
[c50]
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Ammar Sohail, David Taniar, Andreas Züfle, Jeong-Ho Park:
Query Processing in Location-Based Social Networks. WWW (Companion Volume) 2017: 1379-1381
[i7]
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Christian M. M. Frey, Andreas Züfle, Tobias Emrich, Matthias Renz:
Efficient Information Flow Maximization in Probabilistic Graphs. CoRR abs/1701.05395 (2017)
2016
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Andreas Züfle:
Bayesian network movement model. ACM SIGSPATIAL Special 8(2): 18-25 (2016)
[c49]
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Maximilian Franzke, Janina Bleicher, Andreas Züfle:
Finding Influencers in Temporal Social Networks Using Intervention Analysis. ADC 2016: 3-16
[c48]
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Maximilian Franzke, Tobias Emrich, Andreas Züfle, Matthias Renz:
Indexing multi-metric data. ICDE 2016: 1122-1133
[c47]
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Klaus Arthur Schmid, Christian M. M. Frey, Fengchao Peng, Michael Weiler, Andreas Züfle, Lei Chen, Matthias Renz:
TrendTracker: Modelling the Motion of Trends in Space and Time. ICDM Workshops 2016: 1145-1152
[c46]
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Guolei Yang, Andreas Züfle:
Spatio-Temporal Site Recommendation. ICDM Workshops 2016: 1173-1178
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Andreas Züfle, Benjamin Adams, Dingming Wu:
Proceedings of the Third International ACM SIGMOD Workshop on Managing and Mining Enriched Geo-Spatial Data, GeoRich@SIGMOD 2016, San Francisco, California, USA, June 26 - July 1, 2016. ACM 2016, ISBN 978-1-4503-4309-1 [contents]
2015
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Tobias Emrich, Hans-Peter Kriegel, Peer Kröger, Johannes Niedermayer, Matthias Renz, Andreas Züfle:
On reverse-k-nearest-neighbor joins. GeoInformatica 19(2): 299-330 (2015)
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Erich Schubert, Alexander Koos, Tobias Emrich, Andreas Züfle, Klaus Arthur Schmid, Arthur Zimek:
A Framework for Clustering Uncertain Data. Proc. VLDB Endow. 8(12): 1976-1979 (2015)
[c45]
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Michael Weiler, Andreas Züfle, Felix Borutta, Tobias Emrich:
Socio Textual Mapping. LBSN@SIGSPATIAL/GIS 2015: 6:1-6:4
[c44]
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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: 1428-1431
[c43]
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Tobias Emrich, Klaus Arthur Schmid, Andreas Züfle, Matthias Renz, Reynold Cheng:
Uncertain Voronoi Cell Computation Based on Space Decomposition. SSTD 2015: 98-116
[c42]
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Georgios Skoumas, Klaus Arthur Schmid, Gregor Jossé, Matthias Schubert, Mario A. Nascimento, Andreas Züfle, Matthias Renz, Dieter Pfoser:
Knowledge-Enriched Route Computation. SSTD 2015: 157-176
[c41]
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Markus Mauder, Markus Reisinger, Tobias Emrich, Andreas Züfle, Matthias Renz, Goce Trajcevski, Roberto Tamassia:
Minimal Spatio-Temporal Database Repairs. SSTD 2015: 255-273
[c40]
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Gregor Jossé, Klaus Arthur Schmid, Andreas Züfle, Georgios Skoumas, Matthias Schubert, Dieter Pfoser:
Tourismo: A User-Preference Tourist Trip Search Engine. SSTD 2015: 514-519
[c39]
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Diana Uskat, Tobias Emrich, Andreas Züfle, Klaus Arthur Schmid, Thomas Bernecker, Matthias Renz:
Similarity search in fuzzy object databases. SSDBM 2015: 32:1-32:6
[e2]
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Kyriakos Mouratidis, Matthias Renz, Tobias Emrich, Andreas Züfle, Krzysztof Janowicz:
Second International ACM Workshop on Managing and Mining Enriched Geo-Spatial Data, GeoRich@SIGMOD 2015, Melbourne, VIC, Australia, May 31, 2015. ACM 2015, ISBN 978-1-4503-3668-0 [contents]
2014
[c38]
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Tobias Emrich, Maximilian Franzke, Nikos Mamoulis, Matthias Renz, Andreas Züfle:
Geo-Social Skyline Queries. DASFAA (2) 2014: 77-91
[c37]
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Tobias Emrich, Hans-Peter Kriegel, Nikos Mamoulis, Johannes Niedermayer, Matthias Renz, Andreas Züfle:
Reverse-Nearest Neighbor Queries on Uncertain Moving Object Trajectories. DASFAA (2) 2014: 92-107
[c36]
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Nina C. Hubig, Andreas Züfle, Tobias Emrich, Matthias Renz, Mario A. Nascimento, Hans-Peter Kriegel:
Monitoring Probabilistic Threshold SUM Query Processing in Uncertain Streams. DASFAA (1) 2014: 420-435
[c35]
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Georgios Skoumas, Klaus Arthur Schmid, Gregor Jossé, Andreas Züfle, Mario A. Nascimento, Matthias Renz, Dieter Pfoser:
Towards knowledge-enriched path computation. SIGSPATIAL/GIS 2014: 485-488
[c34]
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Reynold Cheng, Tobias Emrich, Hans-Peter Kriegel, Nikos Mamoulis, Matthias Renz, Goce Trajcevski, Andreas Züfle:
Managing uncertainty in spatial and spatio-temporal data. ICDE 2014: 1302-1305
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Andreas Züfle, Tobias Emrich, Klaus Arthur Schmid, Nikos Mamoulis, Arthur Zimek, Matthias Renz:
Representative clustering of uncertain data. KDD 2014: 243-252
[c32]
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Tobias Emrich, Maximilian Franzke, Hans-Peter Kriegel, Johannes Niedermayer, Matthias Renz, Andreas Züfle:
An extendable framework for managing uncertain spatio-temporal data. SIGMOD Conference 2014: 1087-1090
[e1]
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Mario A. Nascimento, Matthias Renz, Tobias Emrich, Kyriakos Mouratidis, Andreas Züfle:
Proceedings of Workshop on Managing and Mining Enriched Geo-Spatial Data, GeoRich@SIGMOD 2014, Snowbird, UT, USA, June 27, 2014. ACM 2014, ISBN 978-1-4503-2978-1 [contents]
[i6]
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Georgios Skoumas, Klaus Arthur Schmid, Gregor Jossé, Andreas Züfle, Mario A. Nascimento, Matthias Renz, Dieter Pfoser:
Towards Knowledge-Enriched Path Computation. CoRR abs/1409.2585 (2014)
2013
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Andreas Züfle:
Similarity search and mining in uncertain spatial and spatio-temporal databases. Ludwig Maximilians University Munich, 2013, pp. 1-397
[j7]
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Thomas Bernecker, Tobias Emrich, Hans-Peter Kriegel, Nikos Mamoulis, Matthias Renz, Shiming Zhang, Andreas Züfle:
Spatial inverse query processing. GeoInformatica 17(3): 449-487 (2013)
[j6]
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Thomas Bernecker, Reynold Cheng, David W. Cheung, Hans-Peter Kriegel, Sau Dan Lee, Matthias Renz, Florian Verhein, Liang Wang, Andreas Züfle:
Model-based probabilistic frequent itemset mining. Knowl. Inf. Syst. 37(1): 181-217 (2013)
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Johannes Niedermayer, Andreas Züfle, Tobias Emrich, Matthias Renz, Nikos Mamoulis, Lei Chen, Hans-Peter Kriegel:
Probabilistic Nearest Neighbor Queries on Uncertain Moving Object Trajectories. Proc. VLDB Endow. 7(3): 205-216 (2013)
[c31]
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Tobias Emrich, Peer Kröger, Johannes Niedermayer, Matthias Renz, Andreas Züfle:
A Mutual Pruning Approach for RkNN Join Processing. BTW 2013: 21-35
[c30]
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Tobias Emrich, Hans-Peter Kriegel, Markus Mauder, Matthias Renz, Goce Trajcevski, Andreas Züfle:
Minimal spatio-temporal database repairs. SIGSPATIAL/GIS 2013: 482-485
[c29]
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Peiwu Zhang, Reynold Cheng, Nikos Mamoulis, Matthias Renz, Andreas Züfle, Yu Tang, Tobias Emrich:
Voronoi-based nearest neighbor search for multi-dimensional uncertain databases. ICDE 2013: 158-169
[c28]
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Johannes Niedermayer, Andreas Züfle, Tobias Emrich, Matthias Renz, Nikos Mamoulis, Lei Chen, Hans-Peter Kriegel:
Similarity Search on Uncertain Spatio-temporal Data. SISAP 2013: 43-49
[c27]
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Tobias Emrich, Gregor Jossé, Hans-Peter Kriegel, Markus Mauder, Johannes Niedermayer, Matthias Renz, Matthias Schubert, Andreas Züfle:
Optimal Distance Bounds for the Mahalanobis Distance. SISAP 2013: 175-181
[c26]
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Tobias Emrich, Hans-Peter Kriegel, Peer Kröger, Johannes Niedermayer, Matthias Renz, Andreas Züfle:
Reverse-k-Nearest-Neighbor Join Processing. SSTD 2013: 277-294
[i5]
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Johannes Niedermayer, Andreas Züfle, Tobias Emrich, Matthias Renz, Nikos Mamoulis, Lei Chen, Hans-Peter Kriegel:
Probabilistic Nearest Neighbor Queries on Uncertain Moving Object Trajectories. CoRR abs/1305.3407 (2013)
2012
[j4]
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Hans-Peter Kriegel, Matthias Renz, Matthias Schubert, Andreas Züfle:
Efficient Traffic Density Prediction in Road Networks Using Suffix Trees. Künstliche Intell. 26(3): 233-240 (2012)
[c25]
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Tobias Emrich, Hans-Peter Kriegel, Nikos Mamoulis, Matthias Renz, Andreas Züfle:
Indexing uncertain spatio-temporal data. CIKM 2012: 395-404
[c24]
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Thomas Bernecker, Tobias Emrich, Hans-Peter Kriegel, Matthias Renz, Andreas Züfle:
Probabilistic ranking in fuzzy object databases. CIKM 2012: 2647-2650
[c23]
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Tobias Emrich, Hans-Peter Kriegel, Johannes Niedermayer, Matthias Renz, André Suhartha, Andreas Züfle:
Exploration of monte-carlo based probabilistic query processing in uncertain graphs. CIKM 2012: 2728-2730
[c22]
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Tobias Emrich, Hans-Peter Kriegel, Nikos Mamoulis, Matthias Renz, Andreas Züfle:
Querying Uncertain Spatio-Temporal Data. ICDE 2012: 354-365
[c21]
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Thomas Bernecker, Hans-Peter Kriegel, Matthias Renz, Florian Verhein, Andreas Züfle:
Probabilistic Frequent Pattern Growth for Itemset Mining in Uncertain Databases. SSDBM 2012: 38-55
[c20]
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Nina C. Hubig, Andreas Züfle, Tobias Emrich, Mario A. Nascimento, Matthias Renz, Hans-Peter Kriegel:
Continuous Probabilistic Sum Queries in Wireless Sensor Networks with Ranges. SSDBM 2012: 96-105
2011
[j3]
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Thomas Bernecker, Tobias Emrich, Hans-Peter Kriegel, Matthias Renz, Stefan Zankl, Andreas Züfle:
Efficient Probabilistic Reverse Nearest Neighbor Query Processing on Uncertain Data. Proc. VLDB Endow. 4(10): 669-680 (2011)
[c19]
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Thomas Bernecker, Tobias Emrich, Hans-Peter Kriegel, Andreas Züfle, Lei Chen, Xiang Lian, Nikos Mamoulis:
Managing uncertain spatio-temporal data. QUeST@GIS 2011: 16-20
[c18]
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Thomas Bernecker, Tobias Emrich, Hans-Peter Kriegel, Nikos Mamoulis, Matthias Renz, Andreas Züfle:
A novel probabilistic pruning approach to speed up similarity queries in uncertain databases. ICDE 2011: 339-350
[c17]
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Anna Follmann, Mario A. Nascimento, Andreas Züfle, Matthias Renz, Peer Kröger, Hans-Peter Kriegel:
Continuous Probabilistic Count Queries in Wireless Sensor Networks. SSTD 2011: 279-296
[c16]
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Thomas Bernecker, Tobias Emrich, Hans-Peter Kriegel, Nikos Mamoulis, Matthias Renz, Shiming Zhang, Andreas Züfle:
Inverse Queries for Multidimensional Spaces. SSTD 2011: 330-347
[c15]
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Hans-Peter Kriegel, Matthias Schubert, Andreas Züfle:
Managing and Mining Multiplayer Online Games. SSTD 2011: 441-444
[c14]
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Tobias Emrich, Hans-Peter Kriegel, Peer Kröger, Matthias Renz, Johannes Senner, Andreas Züfle:
A Visual Evaluation Framework for Spatial Pruning Methods. SSTD 2011: 507-511
[c13]
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Thomas Bernecker, Hans-Peter Kriegel, Nikos Mamoulis, Matthias Renz, Andreas Züfle:
Continuous Inverse Ranking Queries in Uncertain Streams. SSDBM 2011: 37-54
[i4]
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  - journals/corr/abs-1101-2613
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Thomas Bernecker, Tobias Emrich, Hans-Peter Kriegel, Nikos Mamoulis, Matthias Renz, Andreas Züfle:
A Novel Probabilistic Pruning Approach to Speed Up Similarity Queries in Uncertain Databases. CoRR abs/1101.2613 (2011)
[i3]
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Thomas Bernecker, Tobias Emrich, Hans-Peter Kriegel, Nikos Mamoulis, Matthias Renz, Shiming Zhang, Andreas Züfle:
Inverse Queries For Multidimensional Spaces. CoRR abs/1103.0172 (2011)
2010
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Matthias Renz, Reynold Cheng, Hans-Peter Kriegel, Andreas Züfle, Thomas Bernecker:
Similarity Search and Mining in Uncertain Databases. Proc. VLDB Endow. 3(2): 1653-1654 (2010)
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Thomas Bernecker, Hans-Peter Kriegel, Nikos Mamoulis, Matthias Renz, Andreas Züfle:
Scalable Probabilistic Similarity Ranking in Uncertain Databases. IEEE Trans. Knowl. Data Eng. 22(9): 1234-1246 (2010)
[c12]
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  - conf/dexaw/KawagoeBKRZZ10
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Kyoji Kawagoe, Thomas Bernecker, Hans-Peter Kriegel, Matthias Renz, Arthur Zimek, Andreas Züfle:
Similarity Search in Time Series of Dynamical Model-based Systems. DEXA Workshops 2010: 110-114
[c11]
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Tobias Emrich, Hans-Peter Kriegel, Peer Kröger, Matthias Renz, Naixin Xu, Andreas Züfle:
Reverse k-Nearest Neighbor monitoring on mobile objects. GIS 2010: 494-497
[c10]
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Tobias Emrich, Hans-Peter Kriegel, Peer Kröger, Matthias Renz, Andreas Züfle:
Boosting spatial pruning: on optimal pruning of MBRs. SIGMOD Conference 2010: 39-50
[i2]
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  - journals/corr/abs-1008-2300
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Thomas Bernecker, Hans-Peter Kriegel, Matthias Renz, Florian Verhein, Andreas Züfle:
Probabilistic Frequent Pattern Growth for Itemset Mining in Uncertain Databases (Technical Report). CoRR abs/1008.2300 (2010)

2000 – 2009

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2009
[c9]
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Thomas Bernecker, Hans-Peter Kriegel, Matthias Renz, Andreas Züfle:
Probabilistic Ranking in Uncertain Vector Spaces. DASFAA Workshops 2009: 122-136
[c8]
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Elke Achtert, Hans-Peter Kriegel, Peer Kröger, Matthias Renz, Andreas Züfle:
Reverse k-nearest neighbor search in dynamic and general metric databases. EDBT 2009: 886-897
[c7]
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Tobias Emrich, Hans-Peter Kriegel, Peer Kröger, Matthias Renz, Andreas Züfle:
Constrained reverse nearest neighbor search on mobile objects. GIS 2009: 197-206
[c6]
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Hans-Peter Kriegel, Peer Kröger, Matthias Renz, Andreas Züfle, Alexander Katzdobler:
Incremental Reverse Nearest Neighbor Ranking. ICDE 2009: 1560-1567
[c5]
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Thomas Bernecker, Hans-Peter Kriegel, Matthias Renz, Florian Verhein, Andreas Züfle:
Probabilistic frequent itemset mining in uncertain databases. KDD 2009: 119-128
[c4]
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Thomas Bernecker, Hans-Peter Kriegel, Matthias Renz, Andreas Züfle:
Hot Item Detection in Uncertain Data. PAKDD 2009: 673-680
[c3]
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Tobias Emrich, Hans-Peter Kriegel, Peer Kröger, Matthias Renz, Andreas Züfle:
Incremental Reverse Nearest Neighbor Ranking in Vector Spaces. SSTD 2009: 265-282
[c2]
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Hans-Peter Kriegel, Peer Kröger, Matthias Renz, Andreas Züfle, Alexander Katzdobler:
Reverse k-Nearest Neighbor Search Based on Aggregate Point Access Methods. SSDBM 2009: 444-460
[i1]
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  - journals/corr/abs-0907-2868
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Thomas Bernecker, Hans-Peter Kriegel, Nikos Mamoulis, Matthias Renz, Andreas Züfle:
Scalable Probabilistic Similarity Ranking in Uncertain Databases (Technical Report). CoRR abs/0907.2868 (2009)
2008
[c1]
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Hans-Peter Kriegel, Matthias Renz, Matthias Schubert, Andreas Züfle:
Statistical Density Prediction in Traffic Networks. SDM 2008: 692-703

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