Martin Werner

Johann Maximilian Zollner

Proceedings of the IEEE Globecom Workshops 2023, 2023

Semi-Supervised Learning from Street-View Images and OpenStreetMap for Automatic Building Height Estimation.

[BibT_eX]

[DOI]

Proceedings of the 12th International Conference on Geographic Information Science, 2023

Exploring GeoAI Methods for Supraglacial Lake Mapping on Greenland Ice Sheet.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Advances in Geographic Information Systems, 2023

Rethink Geographical Generalizability with Unsupervised Self-Attention Model Ensemble: A Case Study of OpenStreetMap Missing Building Detection in Africa.

[BibT_eX]

[DOI]

Johann Maximilian Zollner

Jiapan Wang

Gengchen Mai

Ni Lao

Proceedings of the 31st ACM International Conference on Advances in Geographic Information Systems, 2023

Bavaria Buildings - A Novel Dataset for Building Footprint Extraction, Instance Segmentation, and Data Quality Estimation.

[BibT_eX]

[DOI]

Johann Maximilian Zollner

Balthasar Teuscher

Fabian Deuser

Proceedings of the 31st ACM International Conference on Advances in Geographic Information Systems, 2023

Signal Separation in Global, Temporal Gravity Data.

[BibT_eX]

[DOI]

Betty Heller-Kaikov

Roland Pail

Proceedings of the 6th ACM SIGSPATIAL International Workshop on AI for Geographic Knowledge Discovery, 2023

Accelerated Deep-Learning inference on FPGAs in the Space Domain.

[BibT_eX]

[DOI]

Proceedings of the 20th ACM International Conference on Computing Frontiers, 2023

Machine Learning Application Benchmark.

[BibT_eX]

[DOI]

Proceedings of the 20th ACM International Conference on Computing Frontiers, 2023

2022

A Spatio-Temporal Cognitive Framework for Individual Route Choice in Outdoor Evacuation Scenarios.

[BibT_eX]

[DOI]

ISPRS Int. J. Geo Inf., December, 2022

An improved optimization model for crowd evacuation considering individual exit choice preference.

[BibT_eX]

[DOI]

Trans. GIS, 2022

Mobility Data Science (Dagstuhl Seminar 22021).

[BibT_eX]

[DOI]

Dagstuhl Reports, 2022

AtlasHDF: an efficient big data framework for GeoAI.

[BibT_eX]

[DOI]

Proceedings of the 10th ACM SIGSPATIAL International Workshop on Analytics for Big Geospatial Data, 2022

Benchmarking and feasibility aspects of machine learning in space systems.

[BibT_eX]

[DOI]

Proceedings of the CF '22: 19th ACM International Conference on Computing Frontiers, Turin, Italy, May 17, 2022

2021

GloBiMapsAI: An AI-Enhanced Probabilistic Data Structure for Global Raster Datasets.

[BibT_eX]

[DOI]

ACM Trans. Spatial Algorithms Syst., 2021

Improving persistence based trajectory simplification.

[BibT_eX]

[DOI]

Moritz Laass

Proceedings of the 22nd IEEE International Conference on Mobile Data Management, 2021

Trajectory Similarity using Compression.

[BibT_eX]

[DOI]

Gabriel Dax

Proceedings of the 22nd IEEE International Conference on Mobile Data Management, 2021

Genetic Algorithm for Improved Transfer Learning Through Bagging Color-Adjusted Models.

[BibT_eX]

[DOI]

Gabriel Dax

Moritz Laass

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

2020

Introduction to this special issue: SIGSPATIAL 2020 event reports.

[BibT_eX]

[DOI]

Andreas Züfle

Emma Izquierdo-Verdiguier

ACM SIGSPATIAL Special, 2020

Machine learning information fusion in Earth observation: A comprehensive review of methods, applications and data sources.

[BibT_eX]

[DOI]

Álvaro Moreno-Martínez

Jordi Muñoz-Marí

Amirhosein Mosavi

Gustau Camps-Valls

Inf. Fusion, 2020

Computational Challenges for Artificial Intelligence and Machine Learning in Environmental Research.

[BibT_eX]

[DOI]

Gabriel Dax

Moritz Laass

Proceedings of the 50. Jahrestagung der Gesellschaft für Informatik, INFORMATIK 2020 - Back to the Future, Karlsruhe, Germany, 28. September, 2020

2019

Quantum spatial computing.

[BibT_eX]

[DOI]

ACM SIGSPATIAL Special, 2019

Parallel Processing Strategies for Big Geospatial Data.

[BibT_eX]

[DOI]

Frontiers Big Data, 2019

GIS++: Modern C++ for Efficient and Parallel In-Memory Spatial Computing.

[BibT_eX]

[DOI]

Proceedings of the 1st ACM SIGSPATIAL International Workshop on Geospatial Data Access and Processing APIs, 2019

GloBiMaps - A Probabilistic Data Structure for In-Memory Processing of Global Raster Datasets.

[BibT_eX]

[DOI]

Proceedings of the 27th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2019

2018

ACM SIGSPATIAL GIS Cup 2017: range queries under Fréchet distance.

[BibT_eX]

[DOI]

Dev Oliver

ACM SIGSPATIAL Special, 2018

DCount - A Probabilistic Algorithm for Accurately Disaggregating Building Occupant Counts into Room Counts.

[BibT_eX]

[DOI]

Mikkel Baun Kjærgaard

Fisayo Caleb Sangogboye

Krzysztof Arendt

Proceedings of the 19th IEEE International Conference on Mobile Data Management, 2018

Topology Extraction from Occupancy Grids.

[BibT_eX]

[DOI]

Proceedings of the Progress in Location Based Services 2018, 2018

Spatial Data Locality in Scalable and Fault-tolerant Distributed Spatial Computing Systems.

[BibT_eX]

[DOI]

Proceedings of the 7th ACM SIGSPATIAL International Workshop on Analytics for Big Geospatial Data, 2018

2017

Similarity Search for Spatial Trajectories Using Online Lower Bounding DTW and Presorting Strategies.

[BibT_eX]

[DOI]

Proceedings of the 24th International Symposium on Temporal Representation and Reasoning, 2017

Building scalable models for anomaly detection in self-organizing industrial systems.

[BibT_eX]

[DOI]

Proceedings of the 15th IEEE International Conference on Industrial Informatics, 2017

Anomaly detection in self-organizing industrial systems using pathlets.

[BibT_eX]

[DOI]

Horst Sauer

Jan Wieghardt

Proceedings of the IEEE International Conference on Industrial Technology, 2017

Innovationszentrum Mobiles Internet des ZD.B.

[BibT_eX]

[DOI]

Proceedings of the 50 Jahre Universitäts-Informatik in München, 2017

2016

Privacy-protected communication for location-based services.

[BibT_eX]

[DOI]

Secur. Commun. Networks, 2016

Traversing Bitcoin's P2P network: insights into the structure of a decentralised currency.

[BibT_eX]

[DOI]

Int. J. Comput. Sci. Eng., 2016

Approximated environment features with application to trajectory annotation.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

DeepMoVIPS: Visual indoor positioning using transfer learning.

[BibT_eX]

[DOI]

Carsten Hahn

Lorenz Schauer

Proceedings of the International Conference on Indoor Positioning and Indoor Navigation, 2016

A low-dimensional feature vector representation for alignment-free spatial trajectory analysis.

[BibT_eX]

[DOI]

Proceedings of the 5th ACM SIGSPATIAL International Workshop on Mobile Geographic Information Systems, 2016

2015

Analyzing Pedestrian Flows Based on Wi-Fi and Bluetooth Captures.

[BibT_eX]

[DOI]

Lorenz Schauer

EAI Endorsed Trans. Ubiquitous Environ., 2015

KeyPocket - Improving Security and Usability for Provider Independent Login Architectures with Mobile Devices.

[BibT_eX]

[DOI]

Proceedings of the Security and Privacy in Communication Networks, 2015

Archetypes of alternative routes in buildings.

[BibT_eX]

[DOI]

Proceedings of the 2015 International Conference on Indoor Positioning and Indoor Navigation, 2015

Towards a privacy-preserving hybrid radio network: design and open challenges.

[BibT_eX]

[DOI]

Alexander Erk

Proceedings of the 15th International Conference on Innovations for Community Services, 2015

BACR: set similarities with lower bounds and application to spatial trajectories.

[BibT_eX]

[DOI]

Proceedings of the 23rd SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2015

The Gaussian Bloom Filter.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2015

2014

Distributed privacy-preserving mean estimation.

[BibT_eX]

[DOI]

Proceedings of the 2014 International Conference on Privacy and Security in Mobile Systems, 2014

Estimating crowd densities and pedestrian flows using wi-fi and bluetooth.

[BibT_eX]

[DOI]

Lorenz Schauer

Philipp Marcus

Proceedings of the 11th International Conference on Mobile and Ubiquitous Systems: Computing, 2014

Visual positioning systems - An extension to MoVIPS.

[BibT_eX]

[DOI]

Proceedings of the 2014 International Conference on Indoor Positioning and Indoor Navigation, 2014

Homotopy and alternative routes in indoor navigation scenarios.

[BibT_eX]

[DOI]

Proceedings of the 2014 International Conference on Indoor Positioning and Indoor Navigation, 2014

Analyzing the Deployment of Bitcoin's P2P Network under an AS-level Perspective.

[BibT_eX]

[DOI]

Proceedings of the 5th International Conference on Ambient Systems, 2014

Indoor Location-Based Services - Prerequisites and Foundations

[BibT_eX]

[DOI]

Springer, ISBN: 978-3-319-10699-1, 2014

2013

Node Wake-Up via OVSF-Coded Bloom Filters in Wireless Sensor Networks.

[BibT_eX]

[DOI]

Proceedings of the Ad Hoc Networks - 5th International ICST Conference, 2013

2012

Ubiquitous Navigation: skalierbare ortsbezogene Dienste in Gebäuden.

[BibT_eX]

[DOI]

PhD thesis, 2012

DualCodes: Backward Compatible Multi-layer 2D-Barcodes.

[BibT_eX]

[DOI]

Proceedings of the Mobile and Ubiquitous Systems: Computing, Networking, and Services, 2012

Automated WLAN calibration with a backtracking particle filter.

[BibT_eX]

[DOI]

Moritz Kessel

Proceedings of the 2012 International Conference on Indoor Positioning and Indoor Navigation, 2012

2011

Indoor positioning using smartphone camera.

[BibT_eX]

[DOI]

Moritz Kessel

Chadly Marouane

Proceedings of the 2011 International Conference on Indoor Positioning and Indoor Navigation, 2011

Selection and Ordering of Points-of-Interest in Large-Scale Indoor Navigation Systems.

[BibT_eX]

[DOI]

Proceedings of the 35th Annual IEEE International Computer Software and Applications Conference, 2011

2010

Organisation of Indoor Navigation data from a data query perspective.

[BibT_eX]

[DOI]

Moritz Kessel

Proceedings of the Ubiquitous Positioning Indoor Navigation and Location Based Service, 2010

A Privacy-Enabled Architecture for Location-Based Services.

[BibT_eX]

[DOI]

Proceedings of the Security and Privacy in Mobile Information and Communication Systems, 2010

A Workflow Definition Language for Business Integration of Mobile Devices.

[BibT_eX]

[DOI]

Stephan A. W. Verclas

Proceedings of the Mobile Wireless Middleware, Operating Systems, and Applications - Third International Conference, Mobilware 2010, Chicago, IL, USA, June 30, 2010

Re-Socializing Online Social Networks.

[BibT_eX]

[DOI]

Michael Dürr