Books

My book Indoor Location-based Services delivers a concise coverage of classical methods and new developments related to indoor location-based services. It collects results from isolated domains including geometry, artificial intelligence, statistics, cooperative algorithms, and distributed systems and thus provides an accessible overview of fundamental methods and technologies. This makes it an ideal starting point for researchers, students, and professionals in pervasive computing.

Complete Publication List

The following list gives an overview of my publications.

  1. Häberle, M., Werner, M., & Zhu, X. (2019). Building Type Classification From Social Media Texts via Geo-Spatial Text Mining. In International Geoscience and Remote Sensing Symposium (IGARSS’19). [BibTeX]
  2. Hoffmann, E. J., Wang, Y., Werner, M., Kang, J., & Zhu, X. (2019). Model Fusion for Building Type Classification from Aerial and Street. Special Issue "Integrating Remote Sensing and Social Sensing" in MDPI Remote Sensing, in press. [BibTeX]
  3. Hoffmann, E. J., Werner, M., & Zhu, X. (2019). Building Instance Classification using Social Media Images. In Joint Urban Remote Sensing Event (JURSE) (pp. 1–4). [PDF] [BibTeX]
  4. Hoffmann, E. J., Werner, M., & Zhu, X. (2019). Mutual Information Analysis of Social Media Images and Building Functions. In International Geoscience and Remote Sensing Symposium (IGARSS’19). [PDF] [BibTeX]
  5. Hoffmann, E. J., Werner, M., & Zhu, X. (2019). Quality Assessment of Semantic Tags in OpenStreetMap. In accepted for 11th International Symposium on Digital Earth (ISDE’11). [BibTeX]
  6. 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]
  7. Werner, M. (2018). Spatial Data Locality in Scalable and Fault-tolerant Distributed Spatial Computing Systems. In 7th ACM SIGSPATIAL International Workshop on Analytics for Big Geospatial Data (BigSpatial 2018). [BibTeX]
  8. Kjærgaard, M. B., Werner, M., Sangogboye, F. C., & Arendt, K. (2018). DCount-A Probabilistic Algorithm for Accurately Disaggregating Building Occupant Counts into Room Counts. In International Conference on Mobile Data Management. [PDF] [BibTeX]
  9. Werner, M. (2018). Topology Extraction from Occupancy Grids. In LBS 2018: 14th International Conference on Location Based Services (pp. 133–149). Springer. [PDF] [BibTeX]
  10. 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] [BibTeX]
  11. Werner, M., & Oliver, D. (2018). ACM SIGSPATIAL GIS Cup 2017 - Range Queries Under Fréchet Distance. ACM SIGSPATIAL Newsletter, To Appear. [PDF] [BibTeX]
  12. Kiermeier, M., & Werner, M. (2017). Similarity Search for Spatial Trajectories Using Online Lower Bounding DTW and Presorting Strategies. In 24th International Symposium on Temporal Representation and Reasoning. [PDF] [Online] [BibTeX]
  13. Werner, M., & Feld, S. (2017). Successful Data Science Is a Communication Challenge. In DIGITAL MARKETPLACES UNLEASHED. [Online] [BibTeX]
  14. 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]
  15. Kiermeier, M., Werner, M., Linnhoff-Popien, C., Sauer, H., & Wieghardt, J. (2017). Anomaly detection in self-organizing industrial systems using pathlets. In Proceedings of the 18th Annual International Conference on Industrial Technology (ICIT) (pp. 1226–1231). IEEE. [Online] [BibTeX]
  16. Kiermeier, M., Werner, M., Sauer, H., & Wieghardt, J. (2017). Building Scalable Models for Anomaly Detection in Self-Organizing Industrial Systems. In Proceedings of the 15th IEEE International Conference on Industrial Informatics. [Online] [BibTeX]
  17. Werner, M., & Kiermeier, M. (2016). A Low-Dimensional Feature Vector Representation for Alignment-Free Spatial Trajectory Analysis. In Proceedings of the 5th ACM SIGSPATIAL International Workshop on Mobile Geographic Information Systems (MobiGIS’16). [PDF] [BibTeX]
  18. Werner, M., Hahn, C., & Schauer, L. (2016). DeepMoVIPS: Visual Indoor Positioning Using Transfer Learning. In Proceedings of the 7th International Conference on Indoor Positioning and Indoor Navigation (IPIN). [Online] [BibTeX]
  19. Hoffmann, E.-J., Werner, M., & Schauer, L. (2016). Indoor Navigation Using Virtual Anchor Points. In Proceedings of the European Navigation Conference (ENC). [PDF] [BibTeX]
  20. Feld, S., Werner, M., & Linnhoff-Popien, C. (2016). Criteria for Selecting Small Sets of Alternative Routes in Free Space Scenarios. In Proceedings of the 13th International Conference on Location-Based Services (LBS 2016). [PDF] [BibTeX]
  21. Feld, S., Werner, M., & Linnhoff-Popien, C. (2016). Approximated Environment Features With Application to Trajectory Annotation. In Proceedings of the 6th IEEE Symposium Series on Computational Intelligence (IEEE SSCI 2016). [Online] [BibTeX]
  22. 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]
  23. Werner, M. (2015). GISCUP 2015: Notes on Routing with Polygonal Constraints. In SIGSPATIAL GIS CUP 15, in conjunction with 23rd ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (ACM SIGSPATIAL 2015). [PDF] [BibTeX]
  24. Werner, M. (2015). BACR: Set Similarities with Lower Bounds and Application to Spatial Trajectories. In 23rd ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (ACM SIGSPATIAL 2015). [PDF] [BibTeX]
  25. 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]
  26. Feld, S., Werner, M., Schönfeld, M., & Hasler, S. (2015). Archetypes of Alternative Routes in Buildings. In Proceedings of the 6th International Conference on Indoor Positioning and Indoor Navigation (IPIN). [PDF] [BibTeX]
  27. Ebert, A., Marouane, C., Rott, B., & Werner, M. (2015). KeyPocket - Imroving Security and Usability for Provider-Independent Login Architectures with Mobile Devices. In 11th EAI International Conference on Security and Privacy in Communication Networks (SECURECOMM). [PDF] [BibTeX]
  28. Ebert, A., Feld, S., & Werner, M. (2015). Nuanced Collision Detection for Parked Vehicles. In To Appear, Proceedings of the 12. GI/ITG KuVS Fachgespräch Ortsbezogene Anwendungen und Dienste. [BibTeX]
  29. Schauer, L., & Werner, M. (2015). Clustering of Inertial Indoor Positioning Data. In 1st KuVS Expert Talk on Localization. [BibTeX]
  30. Schönfeld, M., Werner, M., Linnhoff-Popien, C., & Erk, A. (2015). Towards a Privacy-Preserving Hybrid Radio Network: Design and Open Challenges. In Proceedings of the 15th International Conference on Innovations for Community Services (I4CS). [PDF] [BibTeX]
  31. 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]
  32. Werner, M., Dorfmeister, F., & Schönfeld, M. (2015). AMBIENCE: A Context-Centric Online Social Network. In 12th IEEE Workshop on Positioning, Navigation and Communications (WPNC ’15). [PDF] [BibTeX]
  33. Schauer, L., & Werner, M. (2015). Analyzing Pedestrian Flows Based on Wi-Fi and Bluetooth Captures. EAI Endorsed Transactions on Ubiquitous Environments, 15(4). [BibTeX]
  34. Werner, M. (2014). Indoor Location-Based Services: Prerequisites and Foundations. Springer. [BibTeX]
  35. Werner, M., & Feld, S. (2014). Homotopy and Alternative Routes in Indoor Navigation Scenarios. In Proceedings of the 5th International Conference on Indoor Positioning and Indoor Navigation (IPIN 2014). [BibTeX]
  36. Werner, M., Schauer, L., & Scharf, A. (2014). Reliable Trajectory Classification Using Wi-Fi Signal Strength in Indoor Scenarios. In Proceedings of the IEEE/ION Position Location and Navigation Symposium (PLANS 2014). [PDF] [BibTeX]
  37. 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]
  38. Feld, S., & Werner, M. (2014). Compression of GPS Tracks Using Map Information. In Proceedings of the 11. GI/ITG KuVS Fachgespräch Ortsbezogene Anwendungen und Dienste. [BibTeX]
  39. Beck, M. T., Werner, M., Feld, S., & Schimper, T. (2014). Mobile Edge Computing: A Taxonomy. In Proceedings of the Sixth International Conference on Advances in Future Internet (AFIN 2014). [BibTeX]
  40. Marouane, C., Maier, M., Feld, S., & Werner, M. (2014). Visual Positioning Systems – An Extension to MoVIPS. In Proceedings of the 5th International Conference on Indoor Positioning and Indoor Navigation (IPIN 2014). [BibTeX]
  41. Schauer, L., Werner, M., & Marcus, P. (2014). Estimating Crowd Densities and Pedestrian Flows Using Wi-Fi and Bluetooth. In Proceedings of the 11th International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services (MOBIQUITOUS’14). [PDF] [BibTeX]
  42. Schönfeld, M., & Werner, M. (2014). Distributed Privacy-Preserving Mean Estimation. In Proceedings of the 2nd International Conference on Privacy and Security in Mobile Systems (PRISMS 2014). [PDF] [BibTeX]
  43. Feld, S., Schönfeld, M., & Werner, M. (2014). Analyzing the Deployment of Bitcoin’s P2P Network under an AS-level Perspective. In 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) (pp. 1121–1126). [BibTeX]
  44. Schönfeld, M., & Werner, M. (2013). Node Wake-Up via OVSF-Coded Bloom Filters in Wireless Sensor Networks. In Proceedings of the 5th International Conference on Ad Hoc Networks (ADHOCNETS 2013). [BibTeX]
  45. Feld, S., & Werner, M. (2013). Efficient Path Planning Involving Equivalent Places. In Proceedings of the 10. GI/ITG KuVS Fachgespräch Ortsbezogene Anwendungen und Dienste (pp. 13–23). [PDF] [BibTeX]
  46. 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]
  47. Werner, M., & Schönfeld, M. (2013). DualCodes: Backward-Compatible Multi-Layer 2D-Barcodes. In Proceedings of the 9th International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services, LNICST 120 (pp. 25–36). [PDF] [BibTeX]
  48. Werner, M. (2012). Ubiquitous Navigation: Skalierbare ortsbezogene Dienste in Gebäuden. Dissertation, Logos Verlag Berlin. [PDF] [BibTeX]
  49. Preis, J., Kessel, M., Werner, M., & Linnhoff-Popien, C. (2012). Gait Recognition with Kinect. In Proceedings of the First Workshop on Kinect in Pervasive Computing. [PDF] [BibTeX]
  50. Schönfeld, M., Werner, M., & Dorfmeister, F. (2012). Location-based Access Control Providing One-Time Passwords Through 2D Barcodes. In 9. GI/ITG KuVS Fachgespräch Ortsbezogene Anwendungen und Dienste (pp. 165–168). [PDF] [BibTeX]
  51. Scheuermann, C., Werner, M., Kessel, M., Linnhoff-Popien, C., & Verclas, S. A. W. (2012). Evaluation of Barcode Decoding Performance using ZXING Library. In Proceedings of the Second Workshop on Smart Mobile Applications (SmartApps’12). [PDF] [BibTeX]
  52. Kessel, M., & Werner, M. (2012). Automated WLAN Calibration with a Backtracking Particle Filter. In International Conference on Indoor Positioning and Indoor Navigation (IPIN’12). [PDF] [BibTeX]
  53. 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]
  54. Kessel, M., Werner, M., & Linnhhoff, C. (2012). Compass and WLAN Integration for Indoor Tracking on Mobile Phones. In Proceedings of the Sixth International Conference on Mobile Ubiquitous Computing, Systems, Services and Technologies (UBICOMM 2012). [PDF] [BibTeX]
  55. 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]
  56. Werner, M. (2011). Simulation WLAN-basierter Indoor-Positionierung unter Verwendung von CAD-Plänen. In Tagungsband des 8. GI/KuVS-Fachgespräches Ortsbezogene Anwendungen und Dienste. [PDF] [BibTeX]
  57. Heidrich, W., Schulze, M., Kessel, M., & Werner, M. (2011). Robustes Map-Matching hoch aufgelöster, fahrzeugbasierter GPS-Tracks. In Tagungsband des 8. GI/KuVS-Fachgespräches Ortsbezogene Anwendungen und Dienste. [PDF] [BibTeX]
  58. Werner, M., & Roth, J. (Eds.). (2011). Tagungsband des 8. GI/KuVS-Fachgespräches Ortsbezogene Anwendungen und Dienste. Logos Verlag Berlin. [Online] [BibTeX]
  59. Werner, M. (2011). Datenschutz in ortsbasierten Diensten. Digma: Zeitschrift Für Datenrecht Und Informationssicherheit, 11(2), 54–59. [PDF] [BibTeX]
  60. Werner, M. (2011). Efficiently Using Bitmap Floorplans for Indoor Navigation on Mobile Phones. In Proceedings of the Seventh International Conference on Wireless and Mobile Communications (ICWMC 2011) (pp. 225–230). [PDF] [BibTeX]
  61. Werner, M. (2011). Selection and Ordering of Points-of-Interest in Large-Scale Indoor Navigation Systems. In Proceedings of the 35th IEEE Annual Computer Software and Applications Conference (COMPSAC’11) (pp. 504–509). [PDF] [BibTeX]
  62. Werner, M., Kessel, M., & Marouane, C. (2011). Indoor positioning using smartphone camera. In International Conference on Indoor Positioning and Indoor Navigation (IPIN’11). [PDF] [BibTeX]
  63. Kessel, M., & Werner, M. (2011). SMARTPOS: Accurate and Precise Indoor Positioning on Mobile Phones. In The First International Conference on Mobile Services, Resources, and Users (MOBILITY’11) (pp. 158–163). [PDF] [BibTeX]
  64. Duchon, M., Andreas, P., & Werner, M. (2011). Mobile Anwendung zur Routenplanung mit öffentlichen Verkehrsmitteln basierend auf OpenStreetMap-Daten. In Tagungsband der Anwenderkonferenz für Freie und Open Source Software für Geoinformationssysteme (FOSSGIS’11). [PDF] [BibTeX]
  65. Werner, M. (2016). Privacy-Protected Communication for Location-based Services. Security and Communication Networks. [PDF] [BibTeX]
  66. 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]
  67. 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]
  68. Werner, M., & Kessel, M. (2010). Organisation of Indoor Navigation data from a data query perspective. In Ubiquitous Positioning Indoor Navigation and Location Based Service (UPINLBS), 2010 (pp. 1–6). [PDF] [BibTeX]
  69. Dürr, M., Werner, M., & Maier, M. (2010). Re-Socializing Online Social Networks. In IEEE/ACM Internationall Conference on Cyber, Physical and Social Computing (CPSCom) (pp. 786–791). [PDF] [BibTeX]