Publikationen

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

Dax, G., Nagarajan, S., Li, H., & Werner, M. (2022). Compression Supports Spatial Deep Learning. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (JSTARS). https://doi.org/10.1109/JSTARS.2022.3226563 [Online] [BibTeX]
```
@article{2022_CompInDL_Dax,
  title = {Compression Supports Spatial Deep Learning},
  journal = {IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (JSTARS)},
  author = {Dax, Gabriel and Nagarajan, Srilakshmi and Li, Hao and Werner, Martin},
  url = {https://doi.org/10.1109/JSTARS.2022.3226563},
  year = {2022}
}
```
Gao, F., Du, Z., Fang, C., Zhou, L., & Werner, M. (2022). A spatio-temporal cognitive framework for individual route choice in outdoor evacuation scenario. ISPRS International Journal of Geo-Information. https://www.mdpi.com/2220-9964/11/12/605/pdf [Online] [BibTeX]
```
@article{2022_EvacuationCognition_Fei,
  title = {A spatio-temporal cognitive framework for individual route choice in outdoor evacuation scenario},
  author = {Gao, Fei and Du, Zhiqiang and Fang, Chenyu and Zhou, Lin and Werner, Martin},
  journal = {ISPRS International Journal of Geo-Information},
  url = { https://www.mdpi.com/2220-9964/11/12/605/pdf},
  year = {2022}
}
```

Zollner, J. M. (2022). Quantum Classifiers for Remote Sensing. Proceedings of the 30th International Conference on Advances in Geographic Information Systems. https://doi.org/10.1145/3557915.3565537 [PDF] [Online] [BibTeX]

@inproceedings{2022_qc4rs_Zollner,
  author = {Zollner, Johann Maximilian},
  title = {Quantum Classifiers for Remote Sensing},
  year = {2022},
  isbn = {9781450395298},
  publisher = {Association for Computing Machinery},
  address = {New York, NY, USA},
  url = {https://doi.org/10.1145/3557915.3565537},
  doi = {10.1145/3557915.3565537},
  booktitle = {Proceedings of the 30th International Conference on Advances in Geographic Information Systems},
  articleno = {117},
  numpages = {2},
  keywords = {dimensionality reduction, hybrid system, quantum computing, remote sensing, supervised classification},
  location = {Seattle, Washington},
  series = {SIGSPATIAL '22}
}

Werner, M., & Li, H. (2022). AtlasHDF: An Efficient Big Data Framework for GeoAI. 1–7. https://doi.org/10.1145/3557917.3567615 [Online] [BibTeX]

@inproceedings{2022_atlashdf_Werner,
  author = {Werner, Martin and Li, Hao},
  title = {AtlasHDF: An Efficient Big Data Framework for GeoAI},
  year = {2022},
  isbn = {9781450395311},
  publisher = {Association for Computing Machinery},
  address = {New York, NY, USA},
  url = {https://doi.org/10.1145/3557917.3567615},
  doi = {10.1145/3557917.3567615},
  pages = {1–7},
  numpages = {7},
  keywords = {GeoAI, OpenStreetMap, big data, hierarchical data format, immediate mapping},
  location = {Seattle, Washington},
  series = {BigSpatial '22}
}

Mokbel, M., Sakr, M., Xiong, L., Züfle, A., Almeida, J., Anderson, T., Aref, W., Andrienko, G., Andrienko, N., Cao, Y., Chawla, S., Cheng, R., Chrysanthis, P., Fei, X., Ghinita, G., Graser, A., Gunopulos, D., Jensen, C., Kim, J.-S., … Zimányi, E. Mobility Data Science. Dagstuhl Reports - Schloss Dagstuhl Leibniz-Zentrum Für Informatik. https://drops.dagstuhl.de/opus/volltexte/2022/16919/ [Online] [BibTeX]

@article{2022_dagstuhlmobility_werner,
  title = {Mobility Data Science},
  author = {Mokbel, Mohamed and Sakr, Mahmoud and Xiong, Li and Züfle, Andreas and Almeida, Jussara and Anderson, Taylor and Aref, Walid and Andrienko, Gennady and Andrienko, Natalia and Cao, Yang and Chawla, Sanjay and Cheng, Reynold and Chrysanthis, Panos and Fei, Xiqi and Ghinita, Gabriel and Graser, Anita and Gunopulos, Dimitrios and Jensen, Christian and Kim, Joon-Sook and Kim, Kyoung-Sook and Kröger, Peer and Krumm, John and Lauer, Johannes and Magdy, Amr and Nascimento, Mario and Ravada, Siva and Renz, Matthias and Sacharidis, Dimitris and Shahabi, Cyrus and Salim, Flora and Sarwat, Mohamed and Schoemans, Maxime and Speckmann, Bettina and Tanin, Egemen and Theodoridis, Yannis and Torp, Kristian and Trajcevski, Goce and van Kreveld, Marc and Wenk, Carola and Werner, Martin and Wong, Raymond and Wu, Song and Xu, Jianqiu and Youssef, Moustafa and Zeinalipour, Demetris and Zhang, Mengxuan and Zimányi, Esteban},
  journal = {Dagstuhl Reports - Schloss Dagstuhl Leibniz-Zentrum für Informatik},
  url = {https://drops.dagstuhl.de/opus/volltexte/2022/16919/}
}

Hu, X., Zhou, Z., Li, H., Hu, Y., Gu, F., Kersten, J., Fan, H., & Klan, F. (2022). Location reference recognition from texts: A survey and comparison. ArXiv Preprint ArXiv:2207.01683. https://arxiv.org/pdf/2207.01683.pdf [Online] [BibTeX]
```
@article{hu2022location,
  title = {Location reference recognition from texts: A survey and comparison},
  author = {Hu, Xuke and Zhou, Zhiyong and Li, Hao and Hu, Yingjie and Gu, Fuqiang and Kersten, Jens and Fan, Hongchao and Klan, Friederike},
  journal = {arXiv preprint arXiv:2207.01683},
  url = {https://arxiv.org/pdf/2207.01683.pdf},
  year = {2022}
}
```
Dax, G., & Werner, M. (2022). The Role of Compression in Spatial Computing. PhD Colloquium of the Deutsche Geodätische Kommission, Section on Geoinformatics. [PDF] [BibTeX]
```
@inproceedings{2022_phdColoquiumDGK_Dax,
  author = {Dax, Gabriel and Werner, Martin},
  title = {The Role of Compression in Spatial Computing},
  booktitle = {PhD Colloquium of the Deutsche Geodätische Kommission, Section on Geoinformatics},
  year = {2022}
}
```
Denizoglu, D. G., Dax, G., Nagarajan, S., Zhang, N., & Werner, M. (2022). Global Active Fire Detection – Towards a SAR-enabled Multi-Sensor Global Monitoring System. Living Planet Symposium 2022. [PDF] [BibTeX]
```
@inproceedings{2022_wildfireS2_Gaye,
  author = {Denizoglu, Deniz Gaye and Dax, Gabriel and Nagarajan, Srilakshmi and Zhang, Ning and Werner, Martin},
  title = {Global Active Fire Detection – Towards a SAR-enabled Multi-Sensor Global Monitoring System},
  booktitle = {Living Planet Symposium 2022},
  year = {2022}
}
```

Raoofy, A., Dax, G., Serra, V., Ghiglione, M., Werner, M., & Trinitis, C. (2022). Benchmarking and Feasibility Aspects of Machine Learning in Space Systems. Proceedings of the 19th ACM International Conference on Computing Frontiers (CF’22). https://doi.org/10.1145/3528416.3530986 [PDF] [Online] [BibTeX]

@inproceedings{2022_MLBenchmark_Raoofy,
  author = {Raoofy, Amir and Dax, Gabriel and Serra, Vittorio and Ghiglione, Max and Werner, Martin and Trinitis, Carsten},
  title = {Benchmarking and Feasibility Aspects of Machine Learning in Space Systems},
  year = {2022},
  isbn = {9781450393386},
  publisher = {Association for Computing Machinery (ACM)},
  address = {New York, NY, USA},
  url = {https://doi.org/10.1145/3528416.3530986},
  doi = {10.1145/3528416.3530986},
  booktitle = {Proceedings of the 19th ACM International Conference on Computing Frontiers (CF'22)}
}

Ghiglione, M., Serra, V., Raoofy, A., Dax, G., Trinitis, C., Werner, M., Schulz, M., & Furano, G. (2022). Survey of frameworks for inference of neural networks in space data system. Data Systems in Aerospace (DASIA). Eurospace. [PDF] [BibTeX]
```
@article{2022_cnnInSpace_Ghiglione,
  author = {Ghiglione, Max and Serra, Vittorio and Raoofy, Amir and Dax, Gabriel and Trinitis, Carsten and Werner, Martin and Schulz, Martin and Furano, Gianluca},
  title = {{Survey of frameworks for inference of neural networks in space data system}},
  journal = {Data Systems in Aerospace (DASIA). Eurospace},
  year = {2022}
}
```
Gao, F., Du, Z., Werner, M., & Zhao, Y. (2022). An improved optimization model for crowd evacuation considering individual exit choice preference. Transactions in GIS (in Production). [BibTeX]
```
@article{2022_CrowdEvacuation_Fei,
  title = {An improved optimization model for crowd evacuation considering individual exit choice preference},
  author = {Gao, Fei and Du, Zhiqiang and Werner, Martin and Zhao, Yuhui},
  journal = {Transactions in GIS (in production)},
  year = {2022}
}
```
Zhang, W., Fang, C., Zhou, L., & Zhu, J. (2020). Measuring megaregional structure in the Pearl River Delta by mobile phone signaling data: A complex network approach. Cities, 104, 102809. [BibTeX]
```
@article{2020_Measuring_Fang,
  title = {Measuring megaregional structure in the Pearl River Delta by mobile phone signaling data: A complex network approach},
  author = {Zhang, Wenjia and Fang, Chenyu and Zhou, Lin and Zhu, Jiancheng},
  journal = {Cities},
  volume = {104},
  pages = {102809},
  year = {2020},
  publisher = {Elsevier}
}
```
Zhou, L., Zhang, W., Fang, C., Sun, H., & Lin, J. (2020). Actors and network in the marketization of rural collectively-owned commercial construction land (RCOCCL) in China: A pilot case of Langfa, Beijing. Land Use Policy, 99, 104990. [BibTeX]
```
@article{2020_Actors_Fang,
  title = {Actors and network in the marketization of rural collectively-owned commercial construction land (RCOCCL) in China: A pilot case of Langfa, Beijing},
  author = {Zhou, Lin and Zhang, Wenjia and Fang, Chenyu and Sun, Hanyue and Lin, Jian},
  journal = {Land Use Policy},
  volume = {99},
  pages = {104990},
  year = {2020},
  publisher = {Elsevier}
}
```
Cavallaro, G., Heras, D. B., Lunga, D., Werner, M., & Züfle, A. (2021). Proceedings of the 1st ACM SIGSPATIAL International Workshop on Searching and Mining Large Collections of Geospatial Data. ACM. [BibTeX]
```
@misc{2021_Proceedings_Cavallaro,
  title = {Proceedings of the 1st ACM SIGSPATIAL International Workshop on Searching and Mining Large Collections of Geospatial Data},
  author = {Cavallaro, Gabriele and Heras, Dora B and Lunga, Dalton and Werner, Martin and Z{\"u}fle, Andreas},
  year = {2021},
  publisher = {ACM}
}
```
Ghiglione, M., Raoofy, A., Dax, G., Furano, G., Wiest, R., Trinitis, C., Werner, M., Schulz, M., & Langer, M. (2021). Machine Learning Application Benchmark for In-Orbit On-Board Data Processing. European Workshop on On-Board Data Processing. https://zenodo.org/record/5520877/files/05.04_OBDP2021_Ghiglione.pdf [PDF] [Online] [BibTeX]
```
@inproceedings{2021_MachineLearningApplicationBenchmark_Ghiglione,
  title = {Machine Learning Application Benchmark for In-Orbit On-Board Data Processing},
  author = {Ghiglione, Max and Raoofy, Amir and Dax, Gabriel and Furano, Gianluca and Wiest, Richard and Trinitis, Carsten and Werner, Martin and Schulz, Martin and Langer, Martin},
  booktitle = {European Workshop on On-Board Data Processing},
  year = {2021},
  url = {https://zenodo.org/record/5520877/files/05.04_OBDP2021_Ghiglione.pdf}
}
```
Laass, M. (2021). Point in Polygon Tests Using Hardware Accelerated Ray Tracing. 6th ACM SIGSPATIAL Student Research Competition (SIGSPATIAL ’21). [PDF] [BibTeX]
```
@inproceedings{2021_FastPIP_Laass,
  title = {Point in Polygon Tests Using Hardware Accelerated Ray Tracing},
  author = {Laass, Moritz},
  booktitle = {6th ACM SIGSPATIAL Student Research Competition (SIGSPATIAL ’21)},
  year = {2021}
}
```
Alam, S., Ahmed, M., Dax, G., & Werner, M. (2021). Change detection of Lake Starnberg, Germany using NDVI and Sentinel 2. Symposium Für Angewandte Geoinformatik (AGIT’2021). [PDF] [BibTeX]
```
@inproceedings{2021_changedetectionagit_Shahidul,
  booktitle = {Symposium für Angewandte Geoinformatik (AGIT'2021)},
  title = {Change detection of Lake Starnberg, Germany using NDVI and Sentinel 2},
  author = {Alam, Shahidul and Ahmed, Mueed and Dax, Gabriel and Werner, Martin},
  year = {2021}
}
```
Götzer, S., Laass, M., Dax, G., & Werner, M. (2021). ObservaToriUM: A Simple Scalable Earth Observation Processing Engine. Symposium Für Angewandte Geoinformatik (AGIT’2021). [PDF] [BibTeX]
```
@inproceedings{2021_observatoriumagit_Goetzer,
  booktitle = {Symposium für Angewandte Geoinformatik (AGIT'2021)},
  title = {ObservaToriUM: A Simple Scalable Earth Observation Processing Engine},
  author = {Götzer, Stephan and Laass, Moritz and Dax, Gabriel and Werner, Martin},
  year = {2021}
}
```
Werner, M. (2021). Spatially Supervised Text Mining for Social Media Cleaning and Preprocessing. 12th International Symposium on Digital Earth (ISDE12). https://dl.acm.org/doi/10.1553/giscience2021_01_s68 [Online] [BibTeX]
```
@inproceedings{2021_spatiallysupervised_Werner,
  booktitle = {12th International Symposium on Digital Earth (ISDE12)},
  title = {Spatially Supervised Text Mining for Social Media Cleaning and Preprocessing},
  author = {Werner, Martin},
  url = {https://dl.acm.org/doi/10.1553/giscience2021_01_s68},
  year = {2021}
}
```
Dax, G., & Werner, M. (2021). Information-optimal Abstaining for Reliable Classification of Building Functions. Proceedings of the 24th AGILE Conference on Geographic Information Science (AGILE’2021). [PDF] [BibTeX]
```
@inproceedings{2021_abstain_Dax,
  booktitle = {Proceedings of the 24th AGILE Conference on Geographic Information Science (AGILE'2021)},
  title = {Information-optimal Abstaining for Reliable Classification of Building Functions},
  author = {Dax, Gabriel and Werner, Martin},
  online = {https://agile-giss.copernicus.org/articles/2/1/2021/},
  year = {2021}
}
```
Zeya, S. M., Theofanidis, A., Dax, G., & Werner, M. (2021). Forest and Vegetation Monitoring using Sentinel-2 Imagery in the Northern Part of Democratic Republic of Congo. Proceedings of the 24th AGILE Conference on Geographic Information Science (AGILE’2021). [PDF] [BibTeX]
```
@inproceedings{2021_forestmonitoringagile_Zeya,
  booktitle = {Proceedings of the 24th AGILE Conference on Geographic Information Science (AGILE'2021)},
  title = {Forest and Vegetation Monitoring using Sentinel-2 Imagery in the Northern Part of Democratic Republic of Congo},
  author = {Zeya, Syed Miftah and Theofanidis, Alexandros and Dax, Gabriel and Werner, Martin},
  year = {2021}
}
```
Dax, G., & Werner, M. (2021). Trajectory Similarity using Compression. Proceedings of the 22nd IEEE International Conference on Mobile Data Management (MDM’2021). [PDF] [BibTeX]
```
@inproceedings{2021_MDMCompressionDistance_Dax,
  booktitle = {Proceedings of the 22nd IEEE International Conference on Mobile Data Management (MDM'2021)},
  title = {Trajectory Similarity using Compression},
  author = {Dax, Gabriel and Werner, Martin},
  year = {2021}
}
```
Laass, M., Kiermeier, M., & Werner, M. (2021). Improving persistence based trajectory simplification. Proceedings of the 22nd IEEE International Conference on Mobile Data Management (MDM’2021). [PDF] [BibTeX]
```
@inproceedings{2021_MDMPersistenceSDS_Laass,
  booktitle = {Proceedings of the 22nd IEEE International Conference on Mobile Data Management (MDM'2021)},
  title = {Improving persistence based trajectory simplification},
  author = {Laass, Moritz and Kiermeier, Marie and Werner, Martin},
  year = {2021}
}
```
Raoofy, A., Dax, G., Ghiglione, M., Langer, M., Trinitis, C., Werner, M., & Schulz, M. (2021). Benchmarking Machine Learning Inference in FPGA-based Accelerated Space Applications. Proceedings of the Workshop on Benchmarking Machine Learning Workloads Co-Located with IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS). [PDF] [BibTeX]
```
@inproceedings{2021_fpgabenchmarkpositionpaper_Raoofy,
  booktitle = {Proceedings of the Workshop on Benchmarking Machine Learning Workloads co-located with IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS)},
  title = {Benchmarking Machine Learning Inference in FPGA-based Accelerated Space Applications},
  author = {Raoofy, Amir and Dax, Gabriel and Ghiglione, Max and Langer, Martin and Trinitis, Carsten and Werner, Martin and Schulz, Martin},
  year = {2021}
}
```
Dax, G., Laass, M., & Werner, M. (2021). Genetic Algorithm for Improved Transfer Learning Through Bagging Color-Adjusted Models. International Geoscience and Remote Sensing Symposium (IGARSS’21). [PDF] [BibTeX]
```
@inproceedings{2021_IGARSSGeneticTransferLearning_Dax,
  booktitle = {International Geoscience and Remote Sensing Symposium (IGARSS'21)},
  title = {Genetic Algorithm for Improved Transfer Learning Through Bagging Color-Adjusted Models},
  author = {Dax, Gabriel and Laass, Moritz and Werner, Martin},
  year = {2021}
}
```
Werner, M. (2021). GloBiMapsAI – An AI-Enhanced Probabilistic Data Structure for Global Raster Datasets. ACM Transactions on Spatial Algorithms and Systems. . https://dl.acm.org/doi/10.1145/3453184 [Online] [BibTeX]
```
@article{2021_TSASGlobimapsAI_Werner,
  title = {{GloBiMapsAI -- An AI-Enhanced Probabilistic Data Structure for Global Raster Datasets}},
  author = {Werner, Martin},
  journal = {ACM Transactions on Spatial Algorithms and Systems. },
  url = {https://dl.acm.org/doi/10.1145/3453184},
  year = {2021}
}
```

Züfle, A., & Werner, M. (2020). Introduction to this special issue: SIGSPATIAL 2020 event reports. ACM SIGSPATIAL Special, 12(3), 1–2. https://doi.org/10.1145/3447994.3447995 [Online] [BibTeX]

@article{2021_SIGSPATIAL_Zuefle,
  author = {Z{\"{u}}fle, Andreas and Werner, Martin},
  title = {Introduction to this special issue: {SIGSPATIAL} 2020 event reports},
  journal = {{ACM} {SIGSPATIAL} Special},
  volume = {12},
  number = {3},
  pages = {1--2},
  year = {2020},
  url = {https://doi.org/10.1145/3447994.3447995},
  doi = {10.1145/3447994.3447995},
  timestamp = {Thu, 11 Feb 2021 09:01:20 +0100},
  biburl = {https://dblp.org/rec/journals/sigspatial/ZufleW20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

Werner, M., Dax, G., & Laass, M. (2020). Computational Challenges for Artificial Intelligence and Machine Learning in Environmental Research. In R. H. Reussner, A. Koziolek, & R. Heinrich (Eds.), 50. Jahrestagung der Gesellschaft für Informatik, INFORMATIK 2020 - Back to the Future, Karlsruhe, Germany, 28. September - 2. Oktober 2020: Vol. P-307 (pp. 1009–1017). GI. https://doi.org/10.18420/inf2020_95 [Online] [BibTeX]

@inproceedings{2021_GIChallenges_Werner,
  author = {Werner, Martin and Dax, Gabriel and Laass, Moritz},
  editor = {Reussner, Ralf H. and Koziolek, Anne and Heinrich, Robert},
  title = {Computational Challenges for Artificial Intelligence and Machine Learning
                 in Environmental Research},
  booktitle = {50. Jahrestagung der Gesellschaft f{\"{u}}r Informatik, {INFORMATIK}
                 2020 - Back to the Future, Karlsruhe, Germany, 28. September - 2.
                 Oktober 2020},
  series = {{LNI}},
  volume = {{P-307}},
  pages = {1009--1017},
  publisher = {{GI}},
  year = {2020},
  url = {https://doi.org/10.18420/inf2020\_95},
  doi = {10.18420/inf2020\_95},
  timestamp = {Thu, 11 Feb 2021 09:01:11 +0100},
  biburl = {https://dblp.org/rec/conf/gi/WernerDL20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

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{2020_InformationFusionML_Werner,
  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{2020_AllKNN_Leichter,
  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. [PDF] [BibTeX]
```
@article{2019_SIGSPATIALSPECIAL_Quantum_Werner,
  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 [Online] [BibTeX]
```
@article{2019_FrontiersBigDataPPStrategies_Werner,
  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). [PDF] [BibTeX]
```
@article{2019_correspondence_Werner,
  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). [PDF] [BibTeX]
```
@inproceedings{2019_gispp_Werner,
  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). [PDF] [BibTeX]
```
@inproceedings{2019_globimap_Werner,
  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. [PDF] [BibTeX]

@inproceedings{2019_BuildingInstanceClassification_Werner,
  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). [PDF] [BibTeX]
```
@inproceedings{2019_igarssmutualinformation_Werner,
  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). [PDF] [BibTeX]
```
@inproceedings{2018_spatialdatalocality_Werner,
  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. [PDF] [BibTeX]
```
@inproceedings{2018_kjaergaard2018dcount_Werner,
  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. [PDF] [BibTeX]
```
@inproceedings{2018_werner2018topology_Werner,
  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 [PDF] [Online] [BibTeX]
```
@article{2018_ImprovedClassification_Werner,
  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. [PDF] [BibTeX]
```
@article{2017_giscup17_Werner,
  title = {{ACM SIGSPATIAL GIS Cup 2017 - Range Queries Under Fréchet Distance}},
  author = {Werner, Martin and Oliver, Dev},
  journal = {ACM SIGSPATIAL Newsletter.},
  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. [PDF] [BibTeX]
```
@inproceedings{2017_kiermeier2017similarity_Werner,
  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. [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. [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. [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. [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). [PDF] [BibTeX]
```
@inproceedings{2016_AlignmentFree_Werner,
  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). [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). [PDF] [BibTeX]
```
@inproceedings{2016_VAP_Werner,
  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). [PDF] [BibTeX]
```
@inproceedings{2016_feld2016criteria_Werner,
  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). [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. [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). [PDF] [BibTeX]
```
@inproceedings{2015_giscup15_Werner,
  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). [PDF] [BibTeX]
```
@inproceedings{2015_BACR_Werner,
  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). [PDF] [BibTeX]
```
@incollection{2015_GAUSSIANBLOOM_Werner,
  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). [PDF] [BibTeX]
```
@inproceedings{2015_ARCHETYPESAlternativeRoutes_Werner,
  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). [PDF] [BibTeX]
```
@inproceedings{2015_keypocketLoginSystem_Werner,
  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). [PDF] [BibTeX]
```
@inproceedings{2015_hybridradio_Werner,
  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). [PDF] [BibTeX]
```
@inproceedings{2015_ambience_Werner,
  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). [PDF] [BibTeX]
```
@inproceedings{2014_reliabletrajectory_Werner,
  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. [PDF] [BibTeX]
```
@incollection{2014_TrackingNavigationGoodsPeople_Werner,
  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). [PDF] [BibTeX]
```
@inproceedings{2014_CROWDDENSITIES_Werner,
  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). [PDF] [BibTeX]
```
@inproceedings{2014_privatesampling_Werner,
  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. [PDF] [BibTeX]
```
@inproceedings{2013_EQUIVALENTPLACES_Werner,
  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). [PDF] [BibTeX]
```
@article{2013_marcus2013dknn_Werner,
  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. [PDF] [BibTeX]
```
@inproceedings{2013_DUALCODES_MultilayerBarcodes_Werner,
  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. [PDF] [BibTeX]
```
@book{2012_DISSERTATION_Werner,
  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. [PDF] [BibTeX]
```
@inproceedings{2012_GAITKINECT_Werner,
  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. [PDF] [BibTeX]
```
@inproceedings{2012_QRCODELOCATIONPROOF_Werner,
  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). [PDF] [BibTeX]
```
@inproceedings{2012_ZXINGEVAL_Werner,
  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). [PDF] [BibTeX]
```
@inproceedings{2012_backtrackingparticlefilter_Werner,
  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. [PDF] [BibTeX]
```
@incollection{2012_werner2012technologische_Werner,
  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). [PDF] [BibTeX]
```
@inproceedings{2012_UBICOMM2012_Werner,
  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. [PDF] [BibTeX]
```
@article{2012_werner2012bitmap_werner,
  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. [PDF] [BibTeX]
```
@inproceedings{2011_SimulationIndoor_Werner,
  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. [PDF] [BibTeX]
```
@inproceedings{2011_MAPMATCH_Werner,
  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. [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. [PDF] [BibTeX]
```
@article{2011_DatenschutzLBS_Werner,
  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. [PDF] [BibTeX]
```
@inproceedings{2011_efficientlyusingbitmaps_Werner,
  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. [PDF] [BibTeX]
```
@inproceedings{2011_SELORDER_Werner,
  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). [PDF] [BibTeX]
```
@inproceedings{2011_indoorpositioningmovips_werner,
  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. [PDF] [BibTeX]
```
@inproceedings{2011_kessel2011smartpos_Werner,
  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). [PDF] [BibTeX]
```
@inproceedings{2011_ROUTEOPNV_Werner,
  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. [PDF] [BibTeX]
```
@article{2016_PPCOMM_Werner,
  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. [PDF] [BibTeX]
```
@incollection{2010_PrivacyArchitecture_Werner,
  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. [PDF] [BibTeX]
```
@incollection{2011_WorkflowDefinitionLanguage_Werner,
  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. [PDF] [BibTeX]
```
@inproceedings{2011_OrganisationIndoor_Werner,
  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. [PDF] [BibTeX]
```
@inproceedings{2011_RESOCIAL_Werner,
  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}
}
```