Publikationen

Hier geben wir einen Überblick über alle Publikationen von Mitgliedern in unserem Team.

Salcedo-Sanz, S., Ghamisi, P., Piles, M., Werner, M., Cuadra, L., Moreno-Martı́nez A, Izquierdo-Verdiguier, E., Muñoz-Marı́ J, Mosavi, A., & Camps-Valls, G. (2020). Machine learning information fusion in Earth observation: A comprehensive review of methods, applications and data sources. Information Fusion, 63, 256–272. [BibTeX]
```
@article{salcedo2020machine,
  title = {Machine learning information fusion in Earth observation: A comprehensive review of methods, applications and data sources},
  author = {Salcedo-Sanz, S and Ghamisi, P and Piles, M and Werner, M and Cuadra, L and Moreno-Mart{\'\i}nez, A and Izquierdo-Verdiguier, E and Mu{\~n}oz-Mar{\'\i}, J and Mosavi, Amirhosein and Camps-Valls, G},
  journal = {Information Fusion},
  volume = {63},
  pages = {256--272},
  year = {2020},
  publisher = {Elsevier}
}
```
Artem Leichter, M. S., Martin Werner. (2020). Feature-Extraction from All-Scale Neighborhoods With Applications To Semantic Segmentation of Point Clouds. XXIV ISPRS Congress - International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences. [PDF] [BibTeX]
```
@article{leichter2020allknn,
  title = {Feature-Extraction from All-Scale Neighborhoods With Applications To Semantic Segmentation of Point Clouds},
  author = {Artem Leichter, Martin Werner, Monika Sester},
  journal = {XXIV ISPRS Congress - International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences},
  year = {2020}
}
```
Werner, M. (2019). Quantum spatial computing. SIGSPATIAL Special, 11(2), 26–33. [BibTeX]
```
@article{werner2019quantum,
  title = {Quantum spatial computing},
  author = {Werner, Martin},
  journal = {SIGSPATIAL Special},
  volume = {11},
  number = {2},
  pages = {26--33},
  year = {2019},
  publisher = {ACM}
}
```
Werner, M. (2019). Parallel Processing Strategies for Big Geospatial Data. Frontiers in Big Data, 2, 44. https://doi.org/10.3389/fdata.2019.00044 [BibTeX]
```
@article{2019frontiers,
  author = {Werner, Martin},
  title = {Parallel Processing Strategies for Big Geospatial Data},
  journal = {Frontiers in Big Data},
  volume = {2},
  pages = {44},
  year = {2019},
  url = {https://www.frontiersin.org/article/10.3389/fdata.2019.00044},
  doi = {10.3389/fdata.2019.00044},
  issn = {2624-909X}
}
```
Leichter, A., & Werner, M. (2019). Estimating Road Segments Using Natural Point Correspondences of GPS Trajectories. Special Issue Averaging GPS Segments, Applied Sciences, 9(20). [BibTeX]
```
@article{2019correspondence,
  author = {Leichter, Artem and Werner, Martin},
  title = {Estimating Road Segments Using Natural Point Correspondences of GPS
  Trajectories},
  journal = {Special Issue Averaging GPS Segments, Applied Sciences},
  volume = {9},
  year = {2019},
  number = {20},
  article-number = {4255}
}
```
Werner, M. (2019). GIS++: Modern C++ for Efficient and Parallel In-Memory Spatial Computing. 1st ACM SIGSPATIAL International Workshop on Geospatial Data Access and Processing APIs (SpatialAPI’19). [BibTeX]
```
@inproceedings{2019gispp,
  title = {GIS++: Modern C++ for Efficient and Parallel In-Memory Spatial Computing},
  author = {Werner, Martin},
  booktitle = {1st ACM SIGSPATIAL International Workshop on Geospatial Data Access and Processing APIs (SpatialAPI’19)},
  year = {2019}
}
```
Werner, M. (2019). GloBiMaps - A Probabilistic Data Structure for In-Memory Processing of Global Raster Datasets. 27th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (SIGSPATIAL ’19). [BibTeX]
```
@inproceedings{2019globimap,
  title = {GloBiMaps - A Probabilistic Data Structure for In-Memory Processing of Global Raster Datasets},
  author = {Werner, Martin},
  booktitle = {27th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (SIGSPATIAL ’19)},
  year = {2019}
}
```
Häberle, M., Werner, M., & Zhu, X. (2019). Building Type Classification From Social Media Texts via Geo-Spatial Text Mining. International Geoscience and Remote Sensing Symposium (IGARSS’19). [BibTeX]
```
@inproceedings{igarssbtclassification,
  booktitle = {International Geoscience and Remote Sensing Symposium (IGARSS'19)},
  title = {Building Type Classification From Social Media Texts via Geo-Spatial Text Mining},
  author = {Häberle, Matthias and Werner, Martin and Zhu, Xiaoxiang},
  year = {2019}
}
```
Hoffmann, E. J., Wang, Y., Werner, M., Kang, J., & Zhu, X. X. (2019). Model Fusion for Building Type Classification from Aerial and Street View Images. Remote Sensing, 11(11), 1259. [BibTeX]
```
@article{groundaerialfusion,
  title = {Model Fusion for Building Type Classification from Aerial and Street View Images},
  author = {Hoffmann, Eike Jens and Wang, Yuanyuan and Werner, Martin and Kang, Jian and Zhu, Xiao Xiang},
  journal = {Remote Sensing},
  volume = {11},
  number = {11},
  pages = {1259},
  year = {2019},
  publisher = {Multidisciplinary Digital Publishing Institute}
}
```

Hoffmann, E. J., Werner, M., & Zhu, X. (2019). Building Instance Classification using Social Media Images. Joint Urban Remote Sensing Event (JURSE), 1–4. [BibTeX]

@inproceedings{dlr126371,
  booktitle = {Joint Urban Remote Sensing Event (JURSE)},
  title = {Building Instance Classification using Social Media Images},
  author = {Hoffmann, Eike Jens and Werner, Martin and Zhu, Xiaoxiang},
  year = {2019},
  pages = {1--4},
  journal = {2019 Joint Urban Remote Sensing Event, JURSE 2019},
  keywords = {Building Classification, Social Media, Building Usage, Social Media Image, Complementary Data Source}
}

Hoffmann, E. J., Werner, M., & Zhu, X. (2019). Mutual Information Analysis of Social Media Images and Building Functions. International Geoscience and Remote Sensing Symposium (IGARSS’19). [BibTeX]
```
@inproceedings{igarssmutualinformation,
  booktitle = {International Geoscience and Remote Sensing Symposium  (IGARSS'19)},
  title = {Mutual Information Analysis of Social Media Images and Building Functions},
  author = {Hoffmann, Eike Jens and Werner, Martin and Zhu, Xiaoxiang},
  year = {2019}
}
```
Hoffmann, E. J., Werner, M., & Zhu, X. (2019). Quality Assessment of Semantic Tags in OpenStreetMap. 11th International Symposium on Digital Earth (ISDE’11). [BibTeX]
```
@inproceedings{isdequalityassessment,
  booktitle = {11th International Symposium on Digital Earth (ISDE'11)},
  title = {Quality Assessment of Semantic Tags in OpenStreetMap},
  author = {Hoffmann, Eike Jens and Werner, Martin and Zhu, Xiaoxiang},
  year = {2019}
}
```
Häberle, M., Werner, M., & Zhu, X. (2019). Geo-Spatial Text-Mining from Twitter—A Feature Space Analysis with a view towards Building Classification in Urban Regions. European Journal of Remote Sensing, 52(sup2), 2–11. https://doi.org/10.1080/22797254.2019.1586451 [BibTeX]
```
@article{geospatial_textmining_featurespace,
  author = {Häberle, Matthias and Werner, Martin and Zhu, Xiaoxiang},
  title = {Geo-Spatial Text-Mining from Twitter—A Feature Space Analysis with a view towards Building Classification in Urban Regions},
  journal = {European Journal of Remote Sensing},
  volume = {52},
  number = {sup2},
  pages = {2-11},
  year = {2019},
  publisher = {Taylor & Francis},
  doi = {10.1080/22797254.2019.1586451}
}
```
Werner, M. (2018). Spatial Data Locality in Scalable and Fault-tolerant Distributed Spatial Computing Systems. 7th ACM SIGSPATIAL International Workshop on Analytics for Big Geospatial Data (BigSpatial 2018). [BibTeX]
```
@inproceedings{ZCurveDistribution,
  title = {Spatial Data Locality in Scalable and Fault-tolerant Distributed Spatial Computing Systems},
  author = {Werner, Martin},
  booktitle = {7th ACM SIGSPATIAL International Workshop on Analytics for Big Geospatial Data (BigSpatial 2018)},
  year = {2018}
}
```
Kjærgaard, M. B., Werner, M., Sangogboye, F. C., & Arendt, K. (2018). DCount-A Probabilistic Algorithm for Accurately Disaggregating Building Occupant Counts into Room Counts. International Conference on Mobile Data Management. [BibTeX]
```
@inproceedings{kjaergaard2018dcount,
  title = {DCount-A Probabilistic Algorithm for Accurately Disaggregating Building Occupant Counts into Room Counts},
  author = {Kj{\ae}rgaard, Mikkel Baun and Werner, Martin and Sangogboye, Fisayo Caleb and Arendt, Krzysztof},
  booktitle = {International Conference on Mobile Data Management},
  year = {2018}
}
```
Werner, M. (2018). Topology Extraction from Occupancy Grids. LBS 2018: 14th International Conference on Location Based Services, 133–149. [BibTeX]
```
@inproceedings{werner2018topology,
  title = {Topology Extraction from Occupancy Grids},
  author = {Werner, Martin},
  booktitle = {LBS 2018: 14th International Conference on Location Based Services},
  pages = {133--149},
  year = {2018},
  organization = {Springer}
}
```
Leichter, A., Wittich, D., Rottensteiner, F., Werner, M., & Sester, M. (2018). IMPROVED CLASSIFICATION OF SATELLITE IMAGERY USING SPATIAL FEATURE MAPS EXTRACTED FROM SOCIAL MEDIA. ISPRS - International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, XLII-4, 335–342. https://doi.org/10.5194/isprs-archives-XLII-4-335-2018 [BibTeX]
```
@article{isprsarchivesXLII43352018,
  author = {Leichter, A. and Wittich, D. and Rottensteiner, F. and Werner, M. and Sester, M.},
  title = {IMPROVED CLASSIFICATION OF SATELLITE IMAGERY USING SPATIAL FEATURE MAPS EXTRACTED FROM SOCIAL MEDIA},
  journal = {ISPRS - International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences},
  volume = {XLII-4},
  year = {2018},
  pages = {335--342},
  url = {https://www.int-arch-photogramm-remote-sens-spatial-inf-sci.net/XLII-4/335/2018/},
  doi = {10.5194/isprs-archives-XLII-4-335-2018}
}
```
Werner, M., & Oliver, D. (2018). ACM SIGSPATIAL GIS Cup 2017 - Range Queries Under Fréchet Distance. ACM SIGSPATIAL Newsletter, To Appear. [BibTeX]
```
@article{giscup17,
  title = {{ACM SIGSPATIAL GIS Cup 2017 - Range Queries Under Fréchet Distance}},
  author = {Werner, Martin and Oliver, Dev},
  journal = {ACM SIGSPATIAL Newsletter, To Appear.},
  year = {2018}
}
```
Kiermeier, M., & Werner, M. (2017). Similarity Search for Spatial Trajectories Using Online Lower Bounding DTW and Presorting Strategies. 24th International Symposium on Temporal Representation and Reasoning. [Online] [BibTeX]
```
@inproceedings{kiermeier2017similarity,
  title = {Similarity Search for Spatial Trajectories Using Online Lower Bounding DTW and Presorting Strategies},
  author = {Kiermeier, Marie and Werner, Martin},
  booktitle = {24th International Symposium on Temporal Representation and Reasoning},
  online = {http://drops.dagstuhl.de/opus/volltexte/2017/8023/pdf/lipics-vol90-time2017-complete.pdf#page=321},
  year = {2017}
}
```
Werner, M., & Feld, S. (2017). Successful Data Science Is a Communication Challenge. In DIGITAL MARKETPLACES UNLEASHED. [Online] [BibTeX]
```
@incollection{successfuldatascience,
  author = {Werner, Martin and Feld, Sebastian},
  title = {{Successful Data Science Is a Communication Challenge}},
  booktitle = {DIGITAL MARKETPLACES UNLEASHED},
  online = {https://link.springer.com/chapter/10.1007/978-3-662-49275-8_52},
  year = {2017}
}
```
Linnhoff-Popien, C., Feld, S., Werner, M., & Schönfeld, M. (2017). Innovationszentrum Mobiles Internet des ZD.B - Methoden der Digitalisierung in der Arbeitswelt. In 50 Jahre Universitäts-Informatik in München. [Online] [BibTeX]
```
@incollection{Innomi,
  author = {Linnhoff-Popien, Claudia and Feld, Sebastian and Werner, Martin and Schönfeld, Mirco},
  title = {{Innovationszentrum Mobiles Internet des ZD.B - Methoden der Digitalisierung in der Arbeitswelt}},
  booktitle = {50 Jahre Universitäts-Informatik in München},
  online = {https://link.springer.com/chapter/10.1007/978-3-662-54712-0_6},
  year = {2017}
}
```
Kiermeier, M., Werner, M., Linnhoff-Popien, C., Sauer, H., & Wieghardt, J. (2017). Anomaly detection in self-organizing industrial systems using pathlets. Proceedings of the 18th Annual International Conference on Industrial Technology (ICIT), 1226–1231. [Online] [BibTeX]
```
@inproceedings{kiermeier2017anomaly,
  title = {{Anomaly detection in self-organizing industrial systems using pathlets}},
  author = {Kiermeier, Marie and Werner, Martin and Linnhoff-Popien, Claudia and Sauer, Horst and Wieghardt, Jan},
  booktitle = {Proceedings of the 18th Annual International Conference on Industrial Technology (ICIT)},
  pages = {1226--1231},
  year = {2017},
  online = {http://ieeexplore.ieee.org/abstract/document/7915538/},
  organization = {IEEE}
}
```
Kiermeier, M., Werner, M., Sauer, H., & Wieghardt, J. (2017). Building Scalable Models for Anomaly Detection in Self-Organizing Industrial Systems. Proceedings of the 15th IEEE International Conference on Industrial Informatics. [Online] [BibTeX]
```
@inproceedings{scalablemodelsanomaly,
  title = {{Building Scalable Models for Anomaly Detection in Self-Organizing Industrial Systems}},
  author = {Kiermeier, Marie and Werner, Martin and Sauer, Horst and Wieghardt, Jan},
  booktitle = {Proceedings of the 15th IEEE International Conference on Industrial Informatics},
  online = {http://ieeexplore.ieee.org/document/8104779/},
  year = {2017}
}
```
Werner, M., & Kiermeier, M. (2016). A Low-Dimensional Feature Vector Representation for Alignment-Free Spatial Trajectory Analysis. Proceedings of the 5th ACM SIGSPATIAL International Workshop on Mobile Geographic Information Systems (MobiGIS’16). [BibTeX]
```
@inproceedings{AlignmentFree,
  title = {{A Low-Dimensional Feature Vector Representation for Alignment-Free Spatial Trajectory Analysis}},
  author = {Werner, Martin and Kiermeier, Marie},
  booktitle = {Proceedings of the 5th ACM SIGSPATIAL International Workshop on Mobile Geographic Information Systems (MobiGIS'16)},
  year = {2016}
}
```
Werner, M., Hahn, C., & Schauer, L. (2016). DeepMoVIPS: Visual Indoor Positioning Using Transfer Learning. Proceedings of the 7th International Conference on Indoor Positioning and Indoor Navigation (IPIN). [Online] [BibTeX]
```
@inproceedings{DeepMoVIPS,
  title = {{DeepMoVIPS: Visual Indoor Positioning Using Transfer Learning}},
  author = {Werner, Martin and Hahn, Carsten and Schauer, Lorenz},
  booktitle = {Proceedings of the 7th International Conference on Indoor Positioning and Indoor Navigation (IPIN)},
  online = {http://ieeexplore.ieee.org/document/7743683/},
  year = {2016}
}
```
Hoffmann, E.-J., Werner, M., & Schauer, L. (2016). Indoor Navigation Using Virtual Anchor Points. Proceedings of the European Navigation Conference (ENC). [BibTeX]
```
@inproceedings{VAP,
  title = {{Indoor Navigation Using Virtual Anchor Points}},
  author = {Hoffmann, Eike-Jens and Werner, Martin and Schauer, Lorenz},
  booktitle = {Proceedings of the European Navigation Conference (ENC)},
  year = {2016}
}
```
Feld, S., Werner, M., & Linnhoff-Popien, C. (2016). Criteria for Selecting Small Sets of Alternative Routes in Free Space Scenarios. Proceedings of the 13th International Conference on Location-Based Services (LBS 2016). [BibTeX]
```
@inproceedings{feld2016criteria,
  title = {Criteria for Selecting Small Sets of Alternative Routes in Free Space Scenarios},
  author = {Feld, Sebastian and Werner, Martin and Linnhoff-Popien, Claudia},
  booktitle = {Proceedings of the 13th International Conference on Location-Based Services (LBS 2016)},
  year = {2016},
  owner = {sfeld}
}
```
Feld, S., Werner, M., & Linnhoff-Popien, C. (2016). Approximated Environment Features With Application to Trajectory Annotation. Proceedings of the 6th IEEE Symposium Series on Computational Intelligence (IEEE SSCI 2016). [Online] [BibTeX]
```
@inproceedings{feld2016approximated,
  title = {Approximated Environment Features With Application to Trajectory Annotation},
  author = {Feld, Sebastian and Werner, Martin and Linnhoff-Popien, Claudia},
  booktitle = {Proceedings of the 6th IEEE Symposium Series on Computational Intelligence (IEEE SSCI 2016)},
  year = {2016},
  online = {http://ieeexplore.ieee.org/document/7849993/?reload=true},
  owner = {sfeld}
}
```
Feld, S., Schönfeld, M., & Werner, M. (2016). Traversing Bitcoin’s P2P Network: Insights into the Structure of a Decentralized Currency. International Journal of Computational Science and Engineering, Special Issue on Security and Trust Issues in Peer-to-Peer Networks, 13(2), 122–131. [Online] [BibTeX]
```
@article{bitcoinjournal,
  title = {{Traversing Bitcoin’s P2P Network: Insights into the Structure of a Decentralized Currency}},
  author = {Feld, Sebastian and Schönfeld, Mirco and Werner, Martin},
  journal = {International Journal of Computational Science and Engineering, Special Issue on Security and Trust Issues in Peer-to-Peer Networks},
  volume = {13},
  number = {2},
  pages = {122--131},
  online = {https://doi.org/10.1504/IJCSE.2016.078441},
  year = {2016}
}
```
Werner, M. (2015). GISCUP 2015: Notes on Routing with Polygonal Constraints. SIGSPATIAL GIS CUP 15, in Conjunction with 23rd ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (ACM SIGSPATIAL 2015). [BibTeX]
```
@inproceedings{GISCUP,
  title = {{GISCUP 2015: Notes on Routing with Polygonal Constraints}},
  author = {Werner, Martin},
  booktitle = {SIGSPATIAL GIS CUP 15, in conjunction with 23rd ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (ACM SIGSPATIAL 2015)},
  year = {2015}
}
```
Werner, M. (2015). BACR: Set Similarities with Lower Bounds and Application to Spatial Trajectories. 23rd ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (ACM SIGSPATIAL 2015). [BibTeX]
```
@inproceedings{BACR,
  title = {{BACR: Set Similarities with Lower Bounds and Application to Spatial Trajectories}},
  author = {Werner, Martin},
  booktitle = {23rd ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (ACM SIGSPATIAL 2015)},
  year = {2015}
}
```
Werner, M., & Schönfeld, M. (2015). The Gaussian Bloom Filter. In Proceedings of the 20th International Conference on Database Systems for Advanced Applications (DASFAA’15), Part I, LNCS 9049 (pp. 191–206). [BibTeX]
```
@incollection{GAUSSIANBLOOM,
  author = {Werner, Martin and Schönfeld, Mirco},
  title = {{The Gaussian Bloom Filter}},
  booktitle = {Proceedings of the 20th International Conference on Database Systems for Advanced Applications (DASFAA'15), Part I, LNCS 9049},
  pages = {191--206},
  year = {2015}
}
```
Feld, S., Werner, M., Schönfeld, M., & Hasler, S. (2015). Archetypes of Alternative Routes in Buildings. Proceedings of the 6th International Conference on Indoor Positioning and Indoor Navigation (IPIN). [BibTeX]
```
@inproceedings{ARCHETYPES,
  title = {Archetypes of Alternative Routes in Buildings},
  author = {Feld, Sebastian and Werner, Martin and Schönfeld, Mirco and Hasler, Stefanie},
  booktitle = {Proceedings of the 6th International Conference on Indoor Positioning and Indoor Navigation (IPIN)},
  year = {2015}
}
```
Ebert, A., Marouane, C., Rott, B., & Werner, M. (2015). KeyPocket - Imroving Security and Usability for Provider-Independent Login Architectures with Mobile Devices. 11th EAI International Conference on Security and Privacy in Communication Networks (SECURECOMM). [BibTeX]
```
@inproceedings{keypocket,
  title = {KeyPocket - Imroving Security and Usability for Provider-Independent Login Architectures with Mobile Devices},
  author = {Ebert, Andre and Marouane, Chadly and Rott, Benno and Werner, Martin},
  booktitle = {11th EAI International Conference on Security and Privacy in Communication Networks (SECURECOMM)},
  year = {2015}
}
```
Ebert, A., Feld, S., & Werner, M. (2015). Nuanced Collision Detection for Parked Vehicles. To Appear, Proceedings of the 12. GI/ITG KuVS Fachgespräch Ortsbezogene Anwendungen Und Dienste. [BibTeX]
```
@inproceedings{cdetect,
  title = {Nuanced Collision Detection for Parked Vehicles},
  author = {Ebert, Andre and Feld, Sebastian and Werner, Martin},
  booktitle = {To Appear, Proceedings of the 12. GI/ITG KuVS Fachgespräch Ortsbezogene Anwendungen und Dienste},
  year = {2015}
}
```
Schauer, L., & Werner, M. (2015). Clustering of Inertial Indoor Positioning Data. 1st KuVS Expert Talk on Localization. [BibTeX]
```
@inproceedings{schauer15clustering,
  title = {Clustering of Inertial Indoor Positioning Data},
  author = {Schauer, Lorenz and Werner, Martin},
  booktitle = {1st KuVS Expert Talk on Localization},
  year = {2015}
}
```
Schönfeld, M., Werner, M., Linnhoff-Popien, C., & Erk, A. (2015). Towards a Privacy-Preserving Hybrid Radio Network: Design and Open Challenges. Proceedings of the 15th International Conference on Innovations for Community Services (I4CS). [BibTeX]
```
@inproceedings{hybridradio,
  author = {Schönfeld, Mirco and Werner, Martin and Linnhoff-Popien, Claudia and Erk, Alexander},
  title = {{Towards a Privacy-Preserving Hybrid Radio Network: Design and Open Challenges}},
  booktitle = {Proceedings of the 15th International Conference on Innovations for Community Services (I4CS)},
  year = {2015}
}
```
Schauer, L., & Werner, M. (2015). Kundenmonitoring im stationären Handel. In Marktplätze im Umbruch - Digitale Strategien für Services im Mobilen Internet (pp. 73–82). Springer-Verlag Berlin Heidelberg. [BibTeX]
```
@incollection{KUNDENMONITORING,
  author = {Schauer, Lorenz and Werner, Martin},
  title = {{Kundenmonitoring im stationären Handel}},
  booktitle = {Marktplätze im Umbruch - Digitale Strategien für Services im Mobilen Internet},
  publisher = {Springer-Verlag Berlin Heidelberg},
  pages = {73--82},
  year = {2015}
}
```
Werner, M., Dorfmeister, F., & Schönfeld, M. (2015). AMBIENCE: A Context-Centric Online Social Network. 12th IEEE Workshop on Positioning, Navigation and Communications (WPNC ’15). [BibTeX]
```
@inproceedings{AMBIENCE,
  author = {Werner, Martin and Dorfmeister, Florian and Schönfeld, Mirco},
  title = {{AMBIENCE: A Context-Centric Online Social Network}},
  booktitle = {12th IEEE Workshop on Positioning, Navigation and Communications (WPNC '15)},
  year = {2015}
}
```
Schauer, L., & Werner, M. (2015). Analyzing Pedestrian Flows Based on Wi-Fi and Bluetooth Captures. EAI Endorsed Transactions on Ubiquitous Environments, 15(4). [BibTeX]
```
@article{EAIPEDESTRIAN,
  title = {{Analyzing Pedestrian Flows Based on Wi-Fi and Bluetooth Captures}},
  author = {Schauer, Lorenz and Werner, Martin},
  journal = {EAI Endorsed Transactions on Ubiquitous Environments},
  volume = {15},
  number = {4},
  year = {2015}
}
```
Werner, M. (2014). Indoor Location-Based Services: Prerequisites and Foundations. Springer. [BibTeX]
```
@book{INDOORLBS,
  title = {{Indoor Location-Based Services: Prerequisites and Foundations}},
  author = {Werner, Martin},
  year = {2014},
  publisher = {Springer}
}
```
Werner, M., & Feld, S. (2014). Homotopy and Alternative Routes in Indoor Navigation Scenarios. Proceedings of the 5th International Conference on Indoor Positioning and Indoor Navigation (IPIN 2014). [BibTeX]
```
@inproceedings{HOMOTOPY,
  author = {Werner, Martin and Feld, Sebastian},
  title = {{Homotopy and Alternative Routes in Indoor Navigation Scenarios}},
  booktitle = {Proceedings of the 5th International Conference on Indoor Positioning and Indoor Navigation (IPIN 2014)},
  year = {2014}
}
```
Werner, M., Schauer, L., & Scharf, A. (2014). Reliable Trajectory Classification Using Wi-Fi Signal Strength in Indoor Scenarios. Proceedings of the IEEE/ION Position Location and Navigation Symposium (PLANS 2014). [BibTeX]
```
@inproceedings{reliabletrajectory,
  title = {{Reliable Trajectory Classification Using Wi-Fi Signal Strength in Indoor Scenarios}},
  author = {Werner, Martin and Schauer, Lorenz and Scharf, Andreas},
  booktitle = {Proceedings of the IEEE/ION Position Location and Navigation Symposium (PLANS 2014)},
  year = {2014}
}
```
Kessel, M., Werner, M., Gschwandtner, F., & Linnhoff-Popien, C. (2014). Tracking and Navigation for Goods and People. In Encyclopedia of Automotive Engineering. John Wiley & Sons. [BibTeX]
```
@incollection{ENCYCLOPEDIA,
  title = {{Tracking and Navigation for Goods and People}},
  author = {Kessel, Moritz and Werner, Martin and Gschwandtner, Florian and Linnhoff-Popien, Claudia},
  booktitle = {Encyclopedia of Automotive Engineering},
  publisher = {John Wiley \& Sons},
  year = {2014}
}
```
Feld, S., & Werner, M. (2014). Compression of GPS Tracks Using Map Information. Proceedings of the 11. GI/ITG KuVS Fachgespräch Ortsbezogene Anwendungen Und Dienste. [BibTeX]
```
@inproceedings{MAPCOMPRESSION,
  author = {Feld, Sebastian and Werner, Martin},
  title = {{Compression of GPS Tracks Using Map Information}},
  booktitle = {Proceedings of the 11. GI/ITG KuVS Fachgespräch Ortsbezogene Anwendungen und Dienste},
  year = {2014}
}
```
Beck, M. T., Werner, M., Feld, S., & Schimper, T. (2014). Mobile Edge Computing: A Taxonomy. Proceedings of the Sixth International Conference on Advances in Future Internet (AFIN 2014). [BibTeX]
```
@inproceedings{MECTAXONOMY,
  author = {Beck, Michael Till and Werner, Martin and Feld, Sebastian and Schimper, Thomas},
  title = {{Mobile Edge Computing: A Taxonomy}},
  booktitle = {Proceedings of the Sixth International Conference on Advances in Future Internet (AFIN 2014)},
  year = {2014}
}
```
Marouane, C., Maier, M., Feld, S., & Werner, M. (2014). Visual Positioning Systems – An Extension to MoVIPS. Proceedings of the 5th International Conference on Indoor Positioning and Indoor Navigation (IPIN 2014). [BibTeX]
```
@inproceedings{EXTENSIONMOVIPS,
  author = {Marouane, Chadly and Maier, Marco and Feld, Sebastian and Werner, Martin},
  title = {{Visual Positioning Systems -- An Extension to MoVIPS}},
  booktitle = {Proceedings of the 5th International Conference on Indoor Positioning and Indoor Navigation (IPIN 2014)},
  year = {2014}
}
```
Schauer, L., Werner, M., & Marcus, P. (2014). Estimating Crowd Densities and Pedestrian Flows Using Wi-Fi and Bluetooth. Proceedings of the 11th International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services (MOBIQUITOUS’14). [BibTeX]
```
@inproceedings{CROWDDENSITIES,
  author = {Schauer, Lorenz and Werner, Martin and Marcus, Philipp},
  title = {{Estimating Crowd Densities and Pedestrian Flows Using Wi-Fi and Bluetooth}},
  booktitle = {Proceedings of the 11th International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services (MOBIQUITOUS'14)},
  year = {2014}
}
```
Schönfeld, M., & Werner, M. (2014). Distributed Privacy-Preserving Mean Estimation. Proceedings of the 2nd International Conference on Privacy and Security in Mobile Systems (PRISMS 2014). [BibTeX]
```
@inproceedings{privatesampling,
  title = {{Distributed Privacy-Preserving Mean Estimation}},
  author = {Schönfeld, Mirco and Werner, Martin},
  booktitle = {Proceedings of the 2nd International Conference on Privacy and Security in Mobile Systems (PRISMS 2014)},
  year = {2014}
}
```
Feld, S., Schönfeld, M., & Werner, M. (2014). Analyzing the Deployment of Bitcoin’s P2P Network under an AS-level Perspective. Proceedings of the 5th International Conference on Ambient Systems, Networks and Technologies (ANT-2014) and the 4th International Conference on Sustainable Energy Information Technology (SEIT-2014), 1121–1126. [BibTeX]
```
@inproceedings{bitcoin,
  title = {{Analyzing the Deployment of Bitcoin's P2P Network under an AS-level Perspective}},
  author = {Feld, Sebastian and Schönfeld, Mirco and Werner, Martin},
  booktitle = {Proceedings of the 5th International Conference on Ambient Systems, Networks and Technologies (ANT-2014) and the 4th International Conference on Sustainable Energy Information Technology (SEIT-2014)},
  pages = {1121 -- 1126},
  year = {2014}
}
```
Schönfeld, M., & Werner, M. (2013). Node Wake-Up via OVSF-Coded Bloom Filters in Wireless Sensor Networks. Proceedings of the 5th International Conference on Ad Hoc Networks (ADHOCNETS 2013). [BibTeX]
```
@inproceedings{BLOOMWAKEUP,
  author = {Schönfeld, Mirco and Werner, Martin},
  title = {{Node Wake-Up via OVSF-Coded Bloom Filters in Wireless Sensor Networks}},
  booktitle = {Proceedings of the 5th International Conference on Ad Hoc Networks (ADHOCNETS 2013)},
  year = {2013}
}
```
Feld, S., & Werner, M. (2013). Efficient Path Planning Involving Equivalent Places. Proceedings of the 10. GI/ITG KuVS Fachgespräch Ortsbezogene Anwendungen Und Dienste, 13–23. [BibTeX]
```
@inproceedings{EQUIVALENTPLACES,
  author = {Feld, Sebastian and Werner, Martin},
  title = {{Efficient Path Planning Involving Equivalent Places}},
  booktitle = {Proceedings of the 10. GI/ITG KuVS Fachgespräch Ortsbezogene Anwendungen und Dienste},
  pages = {13--23},
  year = {2013}
}
```
Marcus, P., Kessel, M., & Werner, M. (2013). Dynamic Nearest Neighbors and Online Error Estimation for SMARTPOS. International Journal On Advances in Internet Technology, 6(1 and 2). [BibTeX]
```
@article{marcus2013dknn,
  title = {{Dynamic Nearest Neighbors and Online Error Estimation for SMARTPOS}},
  author = {Marcus, Philipp and Kessel, Moritz and Werner, Martin},
  journal = {International Journal On Advances in Internet Technology},
  volume = {6},
  number = {1 and 2},
  year = {2013}
}
```
Werner, M., & Schönfeld, M. (2013). DualCodes: Backward-Compatible Multi-Layer 2D-Barcodes. Proceedings of the 9th International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services, LNICST 120, 25–36. [BibTeX]
```
@inproceedings{DUALCODES,
  author = {Werner, Martin and Schönfeld, Mirco},
  title = {{DualCodes: Backward-Compatible Multi-Layer 2D-Barcodes}},
  booktitle = {Proceedings of the 9th International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services,  LNICST 120},
  pages = {25--36},
  year = {2013}
}
```
Werner, M. (2012). Ubiquitous Navigation: Skalierbare ortsbezogene Dienste in Gebäuden. Dissertation, Logos Verlag Berlin. [BibTeX]
```
@book{DISSERTATION,
  author = {Werner, Martin},
  title = {{Ubiquitous Navigation: Skalierbare ortsbezogene Dienste in Gebäuden}},
  publisher = {Dissertation, Logos Verlag Berlin},
  year = {2012}
}
```
Preis, J., Kessel, M., Werner, M., & Linnhoff-Popien, C. (2012). Gait Recognition with Kinect. Proceedings of the First Workshop on Kinect in Pervasive Computing. [BibTeX]
```
@inproceedings{GAITKINECT,
  author = {Preis, Johannes and Kessel, Moritz and Werner, Martin and Linnhoff-Popien, Claudia},
  title = {{Gait Recognition with Kinect}},
  booktitle = {Proceedings of the First Workshop on Kinect in Pervasive Computing},
  year = {2012}
}
```
Schönfeld, M., Werner, M., & Dorfmeister, F. (2012). Location-based Access Control Providing One-Time Passwords Through 2D Barcodes. 9. GI/ITG KuVS Fachgespräch Ortsbezogene Anwendungen Und Dienste, 165–168. [BibTeX]
```
@inproceedings{QRCODELOCATIONPROOF,
  author = {Schönfeld, Mirco and Werner, Martin and Dorfmeister, Florian},
  title = {{Location-based Access Control Providing One-Time Passwords Through 2D Barcodes}},
  booktitle = {9. GI/ITG KuVS Fachgespräch Ortsbezogene Anwendungen und Dienste},
  pages = {165--168},
  year = {2012}
}
```
Scheuermann, C., Werner, M., Kessel, M., Linnhoff-Popien, C., & Verclas, S. A. W. (2012). Evaluation of Barcode Decoding Performance using ZXING Library. Proceedings of the Second Workshop on Smart Mobile Applications (SmartApps’12). [BibTeX]
```
@inproceedings{ZXINGEVAL,
  author = {Scheuermann, Constantin and Werner, Martin and Kessel, Moritz and Linnhoff-Popien, Claudia and Verclas, Stephan A. W.},
  title = {{Evaluation of Barcode Decoding Performance using ZXING Library}},
  booktitle = {Proceedings of the Second Workshop on Smart Mobile Applications (SmartApps'12)},
  year = {2012}
}
```
Kessel, M., & Werner, M. (2012). Automated WLAN Calibration with a Backtracking Particle Filter. International Conference on Indoor Positioning and Indoor Navigation (IPIN’12). [BibTeX]
```
@inproceedings{kessel2012ipin,
  title = {{Automated WLAN Calibration with a Backtracking Particle Filter}},
  author = {Kessel, Moritz and Werner, Martin},
  booktitle = {International Conference on Indoor Positioning and Indoor Navigation (IPIN'12)},
  year = {2012}
}
```
Werner, M., Kessel, M., Gschwandtner, F., Dürr, M., Wiesner, K., & Mair, T. (2012). Technologische Herausforderungen für kontextsensitive Geschäftsanwendungen. In Smart Mobile Apps: Mit Business-Apps ins Zeitalter mobiler Geschäftsprozesse. Springer. [BibTeX]
```
@incollection{werner2012technologische,
  title = {{Technologische Herausforderungen für kontextsensitive Geschäftsanwendungen}},
  author = {Werner, Martin and Kessel, Moritz and Gschwandtner, Florian and Dürr, Michael and Wiesner, Kevin and Mair, Thomas},
  booktitle = {Smart Mobile Apps: Mit Business-Apps ins Zeitalter mobiler Geschäftsprozesse},
  year = {2012},
  publisher = {Springer}
}
```
Kessel, M., Werner, M., & Linnhhoff, C. (2012). Compass and WLAN Integration for Indoor Tracking on Mobile Phones. Proceedings of the Sixth International Conference on Mobile Ubiquitous Computing, Systems, Services and Technologies (UBICOMM 2012). [BibTeX]
```
@inproceedings{UBICOMM2012,
  author = {Kessel, Moritz and Werner, Martin and Linnhhoff, Claudia},
  title = {{Compass and WLAN Integration for Indoor Tracking on Mobile Phones}},
  booktitle = {Proceedings of the Sixth International Conference on Mobile Ubiquitous Computing, Systems, Services and Technologies (UBICOMM 2012)},
  year = {2012}
}
```
Werner, M., & Kessel, M. (2012). A Bitmap-Centric Environmental Model for Mobile Navigation Inside Buildings. International Journal On Advances in Networks and Services, 5(1 and 2), 91–101. [BibTeX]
```
@article{werner2012bitmap,
  title = {{A Bitmap-Centric Environmental Model for Mobile Navigation Inside Buildings}},
  author = {Werner, Martin and Kessel, Moritz},
  journal = {International Journal On Advances in Networks and Services},
  volume = {5},
  number = {1 and 2},
  pages = {91--101},
  year = {2012}
}
```
Werner, M. (2011). Simulation WLAN-basierter Indoor-Positionierung unter Verwendung von CAD-Plänen. Tagungsband Des 8. GI/KuVS-Fachgespräches Ortsbezogene Anwendungen Und Dienste. [BibTeX]
```
@inproceedings{INDOORSIM,
  author = {Werner, Martin},
  title = {{Simulation WLAN-basierter Indoor-Positionierung unter Verwendung von CAD-Plänen}},
  booktitle = {Tagungsband des 8. GI/KuVS-Fachgespräches Ortsbezogene Anwendungen und Dienste},
  year = {2011}
}
```
Heidrich, W., Schulze, M., Kessel, M., & Werner, M. (2011). Robustes Map-Matching hoch aufgelöster, fahrzeugbasierter GPS-Tracks. Tagungsband Des 8. GI/KuVS-Fachgespräches Ortsbezogene Anwendungen Und Dienste. [BibTeX]
```
@inproceedings{MAPMATCH,
  author = {Heidrich, Wolf and Schulze, Martin and Kessel, Moritz and Werner, Martin},
  title = {{Robustes Map-Matching hoch aufgelöster, fahrzeugbasierter GPS-Tracks}},
  booktitle = {Tagungsband des 8. GI/KuVS-Fachgespräches Ortsbezogene Anwendungen und Dienste},
  year = {2011}
}
```
Werner, M., & Roth, J. (Eds.). (2011). Tagungsband des 8. GI/KuVS-Fachgespräches Ortsbezogene Anwendungen und Dienste. Logos Verlag Berlin. [Online] [BibTeX]
```
@book{FGBUCH,
  editor = {Werner, Martin and Roth, Jörg},
  title = {{Tagungsband des 8. GI/KuVS-Fachgespräches Ortsbezogene Anwendungen und Dienste}},
  publisher = {Logos Verlag Berlin},
  online = {https://www.logos-verlag.de/cgi-bin/buch/isbn/3041},
  year = {2011}
}
```
Werner, M. (2011). Datenschutz in ortsbasierten Diensten. Digma: Zeitschrift Für Datenrecht Und Informationssicherheit, 11(2), 54–59. [BibTeX]
```
@article{DATENSCHUTZ,
  author = {Werner, Martin},
  title = {{Datenschutz in ortsbasierten Diensten}},
  journal = {digma: Zeitschrift für Datenrecht und Informationssicherheit},
  year = {2011},
  volume = {11},
  number = {2},
  pages = {54 -- 59},
  publisher = {Schulthess Juristische Medien AG}
}
```
Werner, M. (2011). Efficiently Using Bitmap Floorplans for Indoor Navigation on Mobile Phones. Proceedings of the Seventh International Conference on Wireless and Mobile Communications (ICWMC 2011), 225–230. [BibTeX]
```
@inproceedings{werner2011efficiently,
  title = {{Efficiently Using Bitmap Floorplans for Indoor Navigation on Mobile Phones}},
  author = {Werner, Martin},
  booktitle = {Proceedings of the Seventh International Conference on Wireless and Mobile Communications (ICWMC 2011)},
  pages = {225--230},
  year = {2011}
}
```
Werner, M. (2011). Selection and Ordering of Points-of-Interest in Large-Scale Indoor Navigation Systems. Proceedings of the 35th IEEE Annual Computer Software and Applications Conference (COMPSAC’11), 504–509. [BibTeX]
```
@inproceedings{SELORDER,
  author = {Werner, Martin},
  booktitle = {Proceedings of the 35th IEEE Annual Computer Software and Applications Conference (COMPSAC'11)},
  title = {{Selection and Ordering of Points-of-Interest in Large-Scale Indoor Navigation Systems}},
  year = {2011},
  pages = {504 -- 509}
}
```
Werner, M., Kessel, M., & Marouane, C. (2011). Indoor positioning using smartphone camera. International Conference on Indoor Positioning and Indoor Navigation (IPIN’11). [BibTeX]
```
@inproceedings{werner2011indoor,
  title = {{Indoor positioning using smartphone camera}},
  author = {Werner, Martin and Kessel, Moritz and Marouane, Chadly},
  booktitle = {International Conference on Indoor Positioning and Indoor Navigation (IPIN'11)},
  year = {2011}
}
```
Kessel, M., & Werner, M. (2011). SMARTPOS: Accurate and Precise Indoor Positioning on Mobile Phones. The First International Conference on Mobile Services, Resources, and Users (MOBILITY’11), 158–163. [BibTeX]
```
@inproceedings{kessel2011smartpos,
  title = {{SMARTPOS: Accurate and Precise Indoor Positioning on Mobile Phones}},
  author = {Kessel, Moritz and Werner, Martin},
  booktitle = {The First International Conference on Mobile Services, Resources, and Users (MOBILITY'11)},
  pages = {158--163},
  year = {2011}
}
```
Duchon, M., Andreas, P., & Werner, M. (2011). Mobile Anwendung zur Routenplanung mit öffentlichen Verkehrsmitteln basierend auf OpenStreetMap-Daten. Tagungsband Der Anwenderkonferenz Für Freie Und Open Source Software Für Geoinformationssysteme (FOSSGIS’11). [BibTeX]
```
@inproceedings{ROUTEOPNV,
  author = {Duchon, Markus and Andreas, Paulus and Werner, Martin},
  title = {{Mobile Anwendung zur Routenplanung mit öffentlichen Verkehrsmitteln basierend auf OpenStreetMap-Daten}},
  booktitle = {Tagungsband der Anwenderkonferenz für Freie und Open Source Software für Geoinformationssysteme (FOSSGIS'11)},
  year = {2011}
}
```
Werner, M. (2016). Privacy-Protected Communication for Location-based Services. Security and Communication Networks. [BibTeX]
```
@article{PPCOMM,
  author = {Werner, Martin},
  title = {{Privacy-Protected Communication for Location-based Services}},
  journal = {Security and Communication Networks},
  year = {2016},
  publisher = {John Wiley \& Sons, Ltd}
}
```
Werner, M. (2010). A Privacy-Enabled Architecture for Location-Based Services. In Security and Privacy in Mobile Information and Communication Systems (Vol. 47, pp. 80–90). Springer Berlin Heidelberg. [BibTeX]
```
@incollection{PrivacyArchitecture,
  author = {Werner, Martin},
  title = {{A Privacy-Enabled Architecture for Location-Based Services}},
  booktitle = {Security and Privacy in Mobile Information and Communication Systems},
  publisher = {Springer Berlin Heidelberg},
  year = {2010},
  volume = {47},
  pages = {80--90}
}
```
Werner, M., Verclas, S. A. W., & Linnhoff-Popien, C. (2010). A Workflow Definition Language for Business Integration of Mobile Devices. In Mobile Wireless Middleware, Operating Systems, and Applications (Vol. 48, pp. 353–362). Springer Berlin Heidelberg. [BibTeX]
```
@incollection{WorkflowDefinitionLanguage,
  author = {Werner, Martin and Verclas, Stephan A. W. and Linnhoff-Popien, Claudia},
  title = {{A Workflow Definition Language for Business Integration of Mobile Devices}},
  booktitle = {Mobile Wireless Middleware, Operating Systems, and Applications},
  publisher = {Springer Berlin Heidelberg},
  year = {2010},
  volume = {48},
  pages = {353--362}
}
```
Werner, M., & Kessel, M. (2010). Organisation of Indoor Navigation data from a data query perspective. Ubiquitous Positioning Indoor Navigation and Location Based Service (UPINLBS), 2010, 1–6. [BibTeX]
```
@inproceedings{INDOORORGA,
  author = {Werner, Martin and Kessel, Moritz},
  title = {{Organisation of Indoor Navigation data from a data query perspective}},
  booktitle = {Ubiquitous Positioning Indoor Navigation and Location Based Service (UPINLBS), 2010},
  year = {2010},
  pages = {1--6}
}
```
Dürr, M., Werner, M., & Maier, M. (2010). Re-Socializing Online Social Networks. IEEE/ACM Internationall Conference on Cyber, Physical and Social Computing (CPSCom), 786–791. [BibTeX]
```
@inproceedings{RESOCIAL,
  author = {Dürr, Michael and Werner, Martin and Maier, Marco},
  title = {{Re-Socializing Online Social Networks}},
  booktitle = {IEEE/ACM Internationall Conference on Cyber, Physical and Social Computing (CPSCom)},
  year = {2010},
  pages = {786--791}
}
```

Kontakt

Martin Werner
Professur für
Big Geospatial Data Management
Willy-Messerschmitt-Str. 1
82024 Taufkirchen/Ottobrunn
martin.werner(at)tum.de

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