Martin Werner

Publikationen

Publikationen pro Jahr 2010 2023 2024

• 56 Konferenzbeitrag
• 17 Artikel
• 6 Konferenzartikel
• 3 Leitartikel
• 6 Mehr
  • 2 Buch
  • 1 Kapitel
  • 1 Vorwort/Nachwort
  • 1 Papier
  • 1 Übersichtsartikel

Publikationen pro Jahr

Publikationen pro Jahr

Suchergebnisse

• 2024

  Auto-Regressive RF Synchronization Using Deep-Learning

  Petry, M., Parlier, B., Koch, A. & Werner, M., 2024, 2024 IEEE International Conference on Machine Learning for Communication and Networking, ICMLCN 2024. Institute of Electrical and Electronics Engineers Inc., S. 145-150 6 S. (2024 IEEE International Conference on Machine Learning for Communication and Networking, ICMLCN 2024).

  Publikation: Beitrag in Buch/Bericht/Konferenzband › Konferenzbeitrag › Begutachtung

  • Deep Learning 100%
  • Synchronization Algorithm 100%
  • RF Synchronization 100%
  • Deep Learning Method 100%
  • Machine Learning 100%

• Efficient In-Memory Point Cloud Query Processing

  Teuscher, B., Geißendörfer, O., Luo, X., Li, H., Anders, K., Holst, C. & Werner, M., 2024, Recent Advances in 3D Geoinformation Science - Proceedings of the 18th 3D GeoInfo Conference. Kolbe, T. H., Donaubauer, A. & Beil, C. (Hrsg.). Springer Science and Business Media Deutschland GmbH, S. 267-286 20 S. (Lecture Notes in Geoinformation and Cartography).

  Publikation: Beitrag in Buch/Bericht/Konferenzband › Konferenzbeitrag › Begutachtung

  • Point Cloud 100%
  • Point Cloud Processing 100%
  • In-memory 100%
  • Point Cloud Dataset 100%
  • Query Processing 100%

• Extended Framework and Evaluation for Multivariate Streaming Anomaly Detection with Machine Learning

  Koch, A., Petry, M. & Werner, M., 2024, Proceedings - 2024 IEEE 40th International Conference on Data Engineering Workshops, ICDEW 2024. Institute of Electrical and Electronics Engineers Inc., S. 144-152 9 S. (Proceedings - 2024 IEEE 40th International Conference on Data Engineering Workshops, ICDEW 2024).

  Publikation: Beitrag in Buch/Bericht/Konferenzband › Konferenzbeitrag › Begutachtung

  • Machine Learning 100%
  • Anomaly Detection 100%
  • Extended Framework 100%
  • Concept Drift 100%
  • Extended Evaluation 100%
• 2023

  Accelerated Deep-Learning inference on FPGAs in the Space Domain

  Petry, M., Gest, P., Koch, A., Ghiglione, M. & Werner, M., 9 Mai 2023, Proceedings of the 20th ACM International Conference on Computing Frontiers 2023, CF 2023. Association for Computing Machinery, Inc, S. 222-228 7 S. (Proceedings of the 20th ACM International Conference on Computing Frontiers 2023, CF 2023).

  Publikation: Beitrag in Buch/Bericht/Konferenzband › Konferenzbeitrag › Begutachtung

  Open Access

  • Artificial Intelligence 100%
  • Power Consumption 100%
  • Deep Learning 100%
  • Latency 100%
  • Design Flow 100%
  1 Zitat (Scopus)

• Accelerated Deep-Learning Inference on the Versal adaptive SoC in the Space Domain

  Petry, M., Wuwer, G., Koch, A., Gest, P., Ghiglione, M. & Werner, M., 2023, Proceedings of the 2023 European Data Handling and Data Processing Conference for Space, EDHPC 2023. Tali, M. & Ghiglione, M. (Hrsg.). Institute of Electrical and Electronics Engineers Inc., (Proceedings of the 2023 European Data Handling and Data Processing Conference for Space, EDHPC 2023).

  Publikation: Beitrag in Buch/Bericht/Konferenzband › Konferenzbeitrag › Begutachtung

  • Deep Learning 100%
  • Space Domain 100%
  • Versal 100%
  • System-on-Chip 100%
  • Deep Learning Method 100%

• An augmentation framework for efficiently extracting open educational resources from slideshows

  Teuscher, B., Xiong, Z. & Werner, M., 2023, HEAd 2023 - 9th International Conference on Higher Education Advances. Universidad Politecnica de Valencia, S. 321-329 9 S. (International Conference on Higher Education Advances).

  Publikation: Beitrag in Buch/Bericht/Konferenzband › Konferenzbeitrag › Begutachtung

  Open Access

  • Slideshow 100%
  • Open Educational Resources 100%
  • Open Education 100%
  • Open Educational Resource 100%
  • Starting Point 100%

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

  Werner, M., Li, H., Zollner, J. M., Teuscher, B. & Deuser, F., 13 Nov. 2023, 31st ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, ACM SIGSPATIAL GIS 2023. Damiani, M. L., Renz, M., Eldawy, A., Kroger, P. & Nascimento, M. A. (Hrsg.). Association for Computing Machinery, 108. (GIS: Proceedings of the ACM International Symposium on Advances in Geographic Information Systems).

  Publikation: Beitrag in Buch/Bericht/Konferenzband › Konferenzbeitrag › Begutachtung

  Open Access

  • Data Quality 100%
  • Instance Segmentation 100%
  • Building Footprint Extraction 100%
  • Bavaria 100%
  • Segmentation Quality 100%

• Envisioning Physical Layer Flexibility Through the Power of Machine-Learning

  Petry, M., Koch, A. & Werner, M., 2023, 2023 IEEE Globecom Workshops, GC Wkshps 2023. Institute of Electrical and Electronics Engineers Inc., S. 50-55 6 S. (2023 IEEE Globecom Workshops, GC Wkshps 2023).

  Publikation: Beitrag in Buch/Bericht/Konferenzband › Konferenzbeitrag › Begutachtung

  • Machine Learning 100%
  • Radio Frequency 100%
  • Physical Layer 100%
  • Hardware Accelerator 100%
  • Learning System 100%
  1 Zitat (Scopus)

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

  Luo, X., Walther, P., Mansour, W., Teuscher, B., Zollner, J. M., Li, H. & Werner, M., 13 Nov. 2023, 31st ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, ACM SIGSPATIAL GIS 2023. Damiani, M. L., Renz, M., Eldawy, A., Kroger, P. & Nascimento, M. A. (Hrsg.). Association for Computing Machinery, 16. (GIS: Proceedings of the ACM International Symposium on Advances in Geographic Information Systems).

  Publikation: Beitrag in Buch/Bericht/Konferenzband › Konferenzbeitrag › Begutachtung

  Open Access

  • Semantic Segmentation 100%
  • Greenland Ice Sheet (GrIS) 100%
  • Subglacial Lakes 100%
  • GeoAI 100%
  • Lake Mapping 100%
  1 Zitat (Scopus)

• Machine Learning Application Benchmark

  Koch, A., Petry, M., Ghiglione, M., Raoofy, A., Dax, G., Furano, G., Werner, M., Trinitis, C. & Langer, M., 9 Mai 2023, Proceedings of the 20th ACM International Conference on Computing Frontiers 2023, CF 2023. Association for Computing Machinery, Inc, S. 229-235 7 S. (Proceedings of the 20th ACM International Conference on Computing Frontiers 2023, CF 2023).

  Publikation: Beitrag in Buch/Bericht/Konferenzband › Konferenzbeitrag › Begutachtung

  Open Access

  • Machine Learning Applications 100%
  • Application Benchmarks 100%
  • Application Benchmark 100%
  • Machine Learning 100%
  • Learning System 100%
  2 Zitate (Scopus)

• On-Board Anomaly Detection on a Flight-Ready System

  Koch, A., Krstova, A., Hegwein, F., De Lera, M. C., Ales, F., Petry, M., Ali, R., Mallah, M., Hili, L., Ghiglione, M. & Werner, M., 2023, Proceedings of the 2023 European Data Handling and Data Processing Conference for Space, EDHPC 2023. Tali, M. & Ghiglione, M. (Hrsg.). Institute of Electrical and Electronics Engineers Inc., (Proceedings of the 2023 European Data Handling and Data Processing Conference for Space, EDHPC 2023).

  Publikation: Beitrag in Buch/Bericht/Konferenzband › Konferenzbeitrag › Begutachtung

  • Anomaly Detection 100%
  • Machine Learning 100%
  • European Space Agency 66%
  • Machine Learning Algorithms 50%
  • Machine Learning Models 50%

• Orientation-Guided Contrastive Learning for UAV-View Geo-Localisation

  Deuser, F., Habel, K., Werner, M. & Oswald, N., 2 Nov. 2023, UAVM 2023 - Proceedings of the 2023 Workshop on UAVs in Multimedia: Capturing the World from a New Perspective, Co-located with MM 2023. Association for Computing Machinery, Inc, S. 7-11 5 S. (UAVM 2023 - Proceedings of the 2023 Workshop on UAVs in Multimedia: Capturing the World from a New Perspective, Co-located with MM 2023).

  Publikation: Beitrag in Buch/Bericht/Konferenzband › Konferenzbeitrag › Begutachtung

  Open Access

  • Contrastive Learning 100%
  • Geo-localization 100%
  • UAV View 100%
  • State of the Art 100%
  • Global Positioning System 100%
  1 Zitat (Scopus)

• Reference Implementations for Machine Learning Application Benchmark

  Koch, A., Dax, G., Petry, M., Gomez, H., Raoofy, A., Saroliya, U., Ghiglione, M., Furano, G., Werner, M., Trinitis, C. & Langer, M., 2023, Proceedings of the 2023 European Data Handling and Data Processing Conference for Space, EDHPC 2023. Tali, M. & Ghiglione, M. (Hrsg.). Institute of Electrical and Electronics Engineers Inc., (Proceedings of the 2023 European Data Handling and Data Processing Conference for Space, EDHPC 2023).

  Publikation: Beitrag in Buch/Bericht/Konferenzband › Konferenzbeitrag › Begutachtung

  • Application Benchmark 100%
  • Reference Implementation 100%
  • Machine Learning 100%
  • Learning System 100%
  • Machine Learning Applications 100%

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

  Li, H., Wang, J., Zollner, J. M., Mai, G., Lao, N. & Werner, M., 13 Nov. 2023, 31st ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, ACM SIGSPATIAL GIS 2023. Damiani, M. L., Renz, M., Eldawy, A., Kroger, P. & Nascimento, M. A. (Hrsg.). Association for Computing Machinery, 55. (GIS: Proceedings of the ACM International Symposium on Advances in Geographic Information Systems).

  Publikation: Beitrag in Buch/Bericht/Konferenzband › Konferenzbeitrag › Begutachtung

  Open Access

  • OpenStreetMap 100%
  • Africa 100%
  • Ensemble Model 100%
  • Building Detection 100%
  • Self-attention Model 100%
  2 Zitate (Scopus)

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

  Li, H., Yuan, Z., Dax, G., Kong, G., Fan, H., Zipf, A. & Werner, M., Sept. 2023, 12th International Conference on Geographic Information Science, GIScience 2023. Beecham, R., Long, J. A., Smith, D., Zhao, Q. & Wise, S. (Hrsg.). Schloss Dagstuhl- Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing, 7. (Leibniz International Proceedings in Informatics, LIPIcs; Band 277).

  Publikation: Beitrag in Buch/Bericht/Konferenzband › Konferenzbeitrag › Begutachtung

  • Semi-supervised Learning 100%
  • OpenStreetMap 100%
  • Street View Images 100%
  • Building Height 100%
  • Building Height Estimation 100%
  1 Zitat (Scopus)

• Signal Separation in Global, Temporal Gravity Data

  Heller-Kaikov, B., Pail, R. & Werner, M., 13 Nov. 2023, GeoAI 2023 - Proceedings of the 6th ACM SIGSPATIAL International Workshop on AI for Geographic Knowledge Discovery. Newsam, S., Yang, L., Mai, G., Martins, B., Lunga, D. & Gao, S. (Hrsg.). Association for Computing Machinery, Inc, S. 73-82 10 S. (GeoAI 2023 - Proceedings of the 6th ACM SIGSPATIAL International Workshop on AI for Geographic Knowledge Discovery).

  Publikation: Beitrag in Buch/Bericht/Konferenzband › Konferenzbeitrag › Begutachtung

  • Signal Separation 100%
  • Gravity Data 100%
  • Temporal Gravity Variations 100%
  • Atmospherics 100%
  • GRACE 100%
• 2022

  AtlasHDF: An Efficient Big Data Framework for GeoAI

  Werner, M. & Li, H., 1 Nov. 2022, Proceedings of the 10th ACM SIGSPATIAL International Workshop on Analytics for Big Geospatial Data, BigSpatial 2022. Shashidharan, A., Gadiraju, K. K., Chandola, V. & Vatsavai, R. R. (Hrsg.). Association for Computing Machinery, Inc, S. 1-7 7 S. (Proceedings of the 10th ACM SIGSPATIAL International Workshop on Analytics for Big Geospatial Data, BigSpatial 2022).

  Publikation: Beitrag in Buch/Bericht/Konferenzband › Konferenzbeitrag › Begutachtung

  • Artificial Intelligence Applications 100%
  • Geospatial Applications 100%
  • Big Data Framework 100%
  • Big Data 100%
  • Artificial Intelligence 100%
  3 Zitate (Scopus)

• Benchmarking and feasibility aspects of machine learning in space systems

  Raoofy, A., Dax, G., Serra, V., Ghiglione, M., Werner, M. & Trinitis, C., 17 Mai 2022, Proceedings of the 19th ACM International Conference on Computing Frontiers 2022, CF 2022. Association for Computing Machinery, S. 225-226 2 S. (ACM International Conference Proceeding Series).

  Publikation: Beitrag in Buch/Bericht/Konferenzband › Konferenzbeitrag › Begutachtung

  • Machine Learning 100%
  • Space Systems 100%
  • Benchmarking 100%
  • Learning System 100%
  • Space System 100%
  6 Zitate (Scopus)
• 2021

  Improving persistence based trajectory simplification

  Laass, M., Kiermeier, M. & Werner, M., Juni 2021, Proceedings - 2021 22nd IEEE International Conference on Mobile Data Management, MDM 2021. Institute of Electrical and Electronics Engineers Inc., S. 157-162 6 S. 9474856. (Proceedings - IEEE International Conference on Mobile Data Management; Band 2021-June).

  Publikation: Beitrag in Buch/Bericht/Konferenzband › Konferenzbeitrag › Begutachtung

  • Multi-resolution 100%
  • Douglas-Peucker 100%
  • Trajectory Simplification 100%
  • Pruning 100%
  • Novel Algorithm 50%
  2 Zitate (Scopus)

• Trajectory Similarity using Compression

  Dax, G. & Werner, M., Juni 2021, Proceedings - 2021 22nd IEEE International Conference on Mobile Data Management, MDM 2021. Institute of Electrical and Electronics Engineers Inc., S. 169-174 6 S. 9474876. (Proceedings - IEEE International Conference on Mobile Data Management; Band 2021-June).

  Publikation: Beitrag in Buch/Bericht/Konferenzband › Konferenzbeitrag › Begutachtung

  • Lossy Compression 100%
  • Distance Measure 100%
  • Trajectory Similarity 100%
  • Trajectory Data 100%
  • Classification Accuracy 66%
• 2020

  Computational Challenges for Artificial Intelligence and Machine Learning in Environmental Research

  Werner, M., Dax, G. & Laass, M., 2020, 50. Jahrestagung der Gesellschaft fur Informatik: Back to the Futures, INFORMATIK 2020. Reussner, R. H., Koziolek, A. & Heinrich, R. (Hrsg.). Gesellschaft fur Informatik (GI), S. 1009-1017 9 S. (Lecture Notes in Informatics (LNI), Proceedings - Series of the Gesellschaft fur Informatik (GI); Band P-307).

  Publikation: Beitrag in Buch/Bericht/Konferenzband › Konferenzbeitrag › Begutachtung

  • Machine Learning 100%
  • Artificial Intelligence Learning 100%
  • Computer Science 100%
  • Data-driven Approach 100%
  • Computational Challenges 100%
  2 Zitate (Scopus)
• 2019

  Building instance classification using social media images

  Hoffmann, E. J., Werner, M. & Zhu, X. X., Mai 2019, 2019 Joint Urban Remote Sensing Event, JURSE 2019. Institute of Electrical and Electronics Engineers Inc., 8809056. (2019 Joint Urban Remote Sensing Event, JURSE 2019).

  Publikation: Beitrag in Buch/Bericht/Konferenzband › Konferenzbeitrag › Begutachtung

  Open Access

  • Social Media Images 100%
  • Building Instance Classification 100%
  • Sensing Data 100%
  • Remote Sensing Data 100%
  • Building Use 60%
  10 Zitate (Scopus)

• Building Type Classification from Social Media Texts via Geo-Spatial Textmining

  Haberle, M., Werner, M. & Zhu, X. X., Juli 2019, 2019 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., S. 10047-10050 4 S. 8898836. (International Geoscience and Remote Sensing Symposium (IGARSS)).

  Publikation: Beitrag in Buch/Bericht/Konferenzband › Konferenzbeitrag › Begutachtung

  Open Access

  • Building Type Classification 100%
  • Geospatial 100%
  • Social Media Text 100%
  • Text Mining 100%
  • classification result 100%
  12 Zitate (Scopus)

• GIS++: Modern C++ for efficient and parallel in-memory spatial computing

  Werner, M., 5 Nov. 2019, Proceedings of the 1st ACM SIGSPATIAL International Workshop on Geospatial Data Access and Processing APIs, SpatialAPI 2019 - In conjunction with the 27th International Conference on Advances in Geographic Information Systems, ACM SIGSPATIAL 2019. Eldawy, A. (Hrsg.). Association for Computing Machinery, Inc, a1. (Proceedings of the 1st ACM SIGSPATIAL International Workshop on Geospatial Data Access and Processing APIs, SpatialAPI 2019 - In conjunction with the 27th International Conference on Advances in Geographic Information Systems, ACM SIGSPATIAL 2019).

  Publikation: Beitrag in Buch/Bericht/Konferenzband › Konferenzbeitrag › Begutachtung

  • Spatial Processing 100%
  • In-memory 100%
  • Modern C++ 100%
  • near neighbor query 100%
  • First-year Experience 50%

• GloBiMaps-a probabilistic data structure for in-memory processing of global raster datasets

  Werner, M., 5 Nov. 2019, 27th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, ACM SIGSPATIAL GIS 2019. Banaei-Kashani, F., Trajcevski, G., Guting, R. H., Kulik, L. & Newsam, S. (Hrsg.). Association for Computing Machinery, S. 3-12 10 S. (GIS: Proceedings of the ACM International Symposium on Advances in Geographic Information Systems).

  Publikation: Beitrag in Buch/Bericht/Konferenzband › Konferenzbeitrag › Begutachtung

  • Raster Image 100%
  • In-memory Processing 100%
  • Probabilistic Databases 100%
  • Raster Datasets 100%
  • Data Structure 100%
  3 Zitate (Scopus)

• Mutual Information Analysis of Social Media Images and Building Functions

  Hoffmann, E. J., Werner, M. & Zhu, X. X., Juli 2019, 2019 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., S. 859-862 4 S. 8898144. (International Geoscience and Remote Sensing Symposium (IGARSS)).

  Publikation: Beitrag in Buch/Bericht/Konferenzband › Konferenzbeitrag › Begutachtung

  Open Access

  • Social Media Images 100%
  • Building Function 100%
  • Image Function 100%
  • Mutual Information Analysis 100%
  • Information Analysis 100%
  3 Zitate (Scopus)
• 2018

  DCount - A probabilistic algorithm for accurately disaggregating building occupant counts into room counts

  Kjargaard, M. B., Werner, M., Sangogboye, F. C. & Arendt, K., 13 Juli 2018, Proceedings - 2018 IEEE 19th International Conference on Mobile Data Management, MDM 2018. Institute of Electrical and Electronics Engineers Inc., S. 46-55 10 S. (Proceedings - IEEE International Conference on Mobile Data Management; Band 2018-June).

  Publikation: Beitrag in Buch/Bericht/Konferenzband › Konferenzbeitrag › Begutachtung

  Open Access

  • Building Occupants 100%
  • Probabilistic Algorithm 100%
  • Room-level 100%
  • Occupancy Measure 100%
  • Building Occupant 100%
  11 Zitate (Scopus)

• Spatial data locality in scalable and fault-tolerant distributed spatial computing systems

  Werner, M., 6 Nov. 2018, Proceedings of the 7th ACM SIGSPATIAL International Workshop on Analytics for Big Geospatial Data, BigSpatial 2018. Association for Computing Machinery, Inc, S. 47-56 10 S. (Proceedings of the 7th ACM SIGSPATIAL International Workshop on Analytics for Big Geospatial Data, BigSpatial 2018).

  Publikation: Beitrag in Buch/Bericht/Konferenzband › Konferenzbeitrag › Begutachtung

  • Spatial Data 100%
  • Fault-tolerant 100%
  • Data Locality 100%
  • Spatial Processing 100%
  • Computing Systems 100%

• Topology extraction from occupancy grids

  Werner, M., 2018, Lecture Notes in Geoinformation and Cartography. Kiefer, P., Raubal, M., Huang, H. & Van de Weghe, N. (Hrsg.). Springer Science and Business Media Deutschland GmbH, S. 133-149 17 S. (Lecture Notes in Geoinformation and Cartography; Band 0).

  Publikation: Beitrag in Buch/Bericht/Konferenzband › Konferenzbeitrag › Begutachtung

  • Occupancy Grid 100%
  • Path Calculation 100%
  • Environmental Information 100%
  • Topology Extraction 100%
  • Location-Based Service 100%
  1 Zitat (Scopus)
• 2017

  Anomaly detection in self-organizing industrial systems using pathlets

  Kiermeier, M., Werner, M., Linnhoff-Popien, C., Sauer, H. & Wieghardt, J., 26 Apr. 2017, 2017 IEEE International Conference on Industrial Technology, ICIT 2017. Institute of Electrical and Electronics Engineers Inc., S. 1226-1231 6 S. 7915538. (Proceedings of the IEEE International Conference on Industrial Technology).

  Publikation: Beitrag in Buch/Bericht/Konferenzband › Konferenzbeitrag › Begutachtung

  • Anomaly Detection 100%
  • Industrial Systems 100%
  • Pathlets 100%
  • Industrial System 100%
  • Preprocessing Step 50%
  9 Zitate (Scopus)

• Approximated environment features with application to trajectory annotation

  Feld, S., Werner, M. & Linnhoff-Popien, C., 9 Feb. 2017, 2016 IEEE Symposium Series on Computational Intelligence, SSCI 2016. Institute of Electrical and Electronics Engineers Inc., 7849993. (2016 IEEE Symposium Series on Computational Intelligence, SSCI 2016).

  Publikation: Beitrag in Buch/Bericht/Konferenzband › Konferenzbeitrag › Begutachtung

  • Annotation 100%
  • Environment Feature 100%
  • Trajectory Annotation 100%
  • Isovist 100%
  • Environment Features 100%
  4 Zitate (Scopus)

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

  Kiermeier, M., Werner, M., Sauer, H. & Wieghardt, J., 10 Nov. 2017, Proceedings - 2017 IEEE 15th International Conference on Industrial Informatics, INDIN 2017. Institute of Electrical and Electronics Engineers Inc., S. 245-250 6 S. 8104779. (Proceedings - 2017 IEEE 15th International Conference on Industrial Informatics, INDIN 2017).

  Publikation: Beitrag in Buch/Bericht/Konferenzband › Konferenzbeitrag › Begutachtung

  • Production Process 100%
  • Anomaly Detection 100%
  • Industrial Systems 100%
  • Scalable Model 100%
  • Anomaly Detection System 100%

• Similarity search for spatial trajectories using online lower bounding DTW and presorting strategies

  Kiermeier, M. & Werner, M., 1 Okt. 2017, 24th International Symposium on Temporal Representation and Reasoning, TIME 2017. Schewe, S., Wijsen, J. & Schneider, T. (Hrsg.). Schloss Dagstuhl- Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing, 18. (Leibniz International Proceedings in Informatics, LIPIcs; Band 90).

  Publikation: Beitrag in Buch/Bericht/Konferenzband › Konferenzbeitrag › Begutachtung

  • Similarity Search 100%
  • Dynamic Time Warping 100%
  • Lower Bounding 100%
  • Spatial Trajectory 100%
  • Presorting 100%
• 2016

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

  Werner, M. & Kiermeier, M., 31 Okt. 2016, Proceedings of the 5th ACM SIGSPATIAL International Workshop on Mobile Geographic Information Systems, MobiGIS 2016. Chow, C.-Y., Nourjou, R., Shekhar, S. & Damiani, M. L. (Hrsg.). Association for Computing Machinery, Inc, S. 19-26 8 S. (Proceedings of the 5th ACM SIGSPATIAL International Workshop on Mobile Geographic Information Systems, MobiGIS 2016).

  Publikation: Beitrag in Buch/Bericht/Konferenzband › Konferenzbeitrag › Begutachtung

  • Trajectory Analysis 100%
  • Spatial Trajectory 100%
  • Low-dimensional Feature Vector 100%
  • Alignment-free 100%
  • Feature Vector Representation 100%
  3 Zitate (Scopus)

• DeepMoVIPS: Visual indoor positioning using transfer learning

  Werner, M., Hahn, C. & Schauer, L., 14 Nov. 2016, 2016 International Conference on Indoor Positioning and Indoor Navigation, IPIN 2016. Institute of Electrical and Electronics Engineers Inc., 7743683. (2016 International Conference on Indoor Positioning and Indoor Navigation, IPIN 2016).

  Publikation: Beitrag in Buch/Bericht/Konferenzband › Konferenzbeitrag › Begutachtung

  • Satellite System 100%
  • Visual Feature 100%
  • Transfer Learning 100%
  • Deep Convolutional Neural Networks 100%
  • Image Classification 100%
  14 Zitate (Scopus)

• Indoor navigation using virtual anchor points

  Hoffmann, E. J., Werner, M. & Schauer, L., 2 Aug. 2016, 2016 European Navigation Conference, ENC 2016. Institute of Electrical and Electronics Engineers Inc., 7530571. (2016 European Navigation Conference, ENC 2016).

  Publikation: Beitrag in Buch/Bericht/Konferenzband › Konferenzbeitrag › Begutachtung

  • Virtual Anchor 100%
  • Indoor Positioning 100%
  • Indoor Navigation 100%
  • Location-Based Service 100%
  • Wi-Fi 100%
  4 Zitate (Scopus)
• 2015

  Archetypes of alternative routes in buildings

  Feld, S., Werner, M., Schonfeld, M. & Hasler, S., 3 Dez. 2015, 2015 International Conference on Indoor Positioning and Indoor Navigation, IPIN 2015. Institute of Electrical and Electronics Engineers Inc., 7346946. (2015 International Conference on Indoor Positioning and Indoor Navigation, IPIN 2015).

  Publikation: Beitrag in Buch/Bericht/Konferenzband › Konferenzbeitrag › Begutachtung

  • Feature Space 100%
  • Space Representation 100%
  • Spatial Similarity 100%
  • Indoor Space 100%
  • Number of Alternatives 100%
  7 Zitate (Scopus)

• BACR: Set similarities with lower bounds and application to spatial trajectories

  Werner, M., 3 Nov. 2015, 23rd ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, ACM SIGSPATIAL GIS 2015. Huang, Y., Ali, M., Sankaranarayanan, J., Renz, M. & Gertz, M. (Hrsg.). Association for Computing Machinery, a29. (GIS: Proceedings of the ACM International Symposium on Advances in Geographic Information Systems; Band 03-06-November-2015).

  Publikation: Beitrag in Buch/Bericht/Konferenzband › Konferenzbeitrag › Begutachtung

  • Similarity Search 100%
  • Spatial Trajectory 100%
  • Jaccard Distance 100%
  • Set Similarity 100%
  • Large Database 66%
  8 Zitate (Scopus)

• KeyPocket - Improving security and usability for provider independent login architectures with mobile devices

  Ebert, A., Marouane, C., Rott, B. & Werner, M., 2015, Security and Privacy in Communication Networks - 11th International Conference, SecureComm 2015, Revised Selected Papers. Thuraisingham, B., Wang, X. & Yegneswaran, V. (Hrsg.). Springer Verlag, S. 41-57 17 S. (Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST; Band 164).

  Publikation: Beitrag in Buch/Bericht/Konferenzband › Konferenzbeitrag › Begutachtung

  • Mobile Devices 100%
  • Web Browser 100%
  • Security Enhancement 100%
  • Mobile Device 100%
  • Individual Capability 50%
  3 Zitate (Scopus)

• The gaussian bloom filter

  Werner, M. & Schönfeld, M., 2015, Database Systems for Advanced Applications - 20th International Conference, DASFAA 2015, Proceedings Hanoi, Vietnam, April 20-23, 2015 Proceedings, Part I. Shahabi, C., Cheema, M. A., Renz, M. & Zhou, X. (Hrsg.). Springer Verlag, S. 191-206 16 S. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Band 9049).

  Publikation: Beitrag in Buch/Bericht/Konferenzband › Konferenzbeitrag › Begutachtung

  • Graphics Processing Unit 100%
  • Linear Time 100%
  • Gaussians 100%
  • Constant Size 100%
  • Floating Point 100%

• Towards a privacy-preserving hybrid radio network: Design and open challenges

  Schonfeld, M., Werner, M., Linnhoff-Popien, C. & Erk, A., 7 Okt. 2015, 2015 15th International Conference on Innovations for Community Services, I4CS 2015. Erfurth, C., Eichler, G., Eichler, G. & Roth, J. (Hrsg.). Institute of Electrical and Electronics Engineers Inc., 7294488. (2015 15th International Conference on Innovations for Community Services, I4CS 2015).

  Publikation: Beitrag in Buch/Bericht/Konferenzband › Konferenzbeitrag › Begutachtung

  • Hybrid Radio 100%
  • Radio Station 100%
  • Privacy-preserving 100%
  • Radio Network Design 100%
  • Distributed Systems 100%
• 2014

  Distributed privacy-preserving mean estimation

  Schonfeld, M. & Werner, M., 1 Dez. 2014, 2014 International Conference on Privacy and Security in Mobile Systems, PRISMS 2014 - Co-located with Global Wireless Summit. Institute of Electrical and Electronics Engineers Inc., 6970597. (2014 International Conference on Privacy and Security in Mobile Systems, PRISMS 2014 - Co-located with Global Wireless Summit).

  Publikation: Beitrag in Buch/Bericht/Konferenzband › Konferenzbeitrag › Begutachtung

  • Fully Distributed 100%
  • Obfuscation 100%
  • Mean Estimation 100%
  • Privacy-preserving 100%
  • Distributed Algorithms 100%
  1 Zitat (Scopus)

• Estimating crowd densities and pedestrian flows using Wi-Fi and bluetooth

  Schauer, L., Werner, M. & Marcus, P., 2014, MobiQuitous 2014 - 11th International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services. ICST, S. 171-177 7 S. (MobiQuitous 2014 - 11th International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services).

  Publikation: Beitrag in Buch/Bericht/Konferenzband › Konferenzbeitrag › Begutachtung

  Open Access

  • Bluetooth 100%
  • Wi-Fi 100%
  • Pedestrian Flow 100%
  • Crowd Density 100%
  • Density-driven Flow 100%
  159 Zitate (Scopus)

• Homotopy and alternative routes in indoor navigation scenarios

  Werner, M. & Feld, S., 2014, IPIN 2014 - 2014 International Conference on Indoor Positioning and Indoor Navigation. Institute of Electrical and Electronics Engineers Inc., S. 230-238 9 S. 7275488. (IPIN 2014 - 2014 International Conference on Indoor Positioning and Indoor Navigation).

  Publikation: Beitrag in Buch/Bericht/Konferenzband › Konferenzbeitrag › Begutachtung

  • Homotopy 100%
  • Indoor Navigation 100%
  • Navigation Scenarios 100%
  • Equivalence Class 100%
  • indoor navigation 100%
  13 Zitate (Scopus)

• Node wake-up via OVSF-coded bloom filters in wireless sensor networks

  Schönfeld, M. & Werner, M., 2014, Ad Hoc Networks - 5th International ICST Conference ADHOCNETS 2013, Revised Selected Papers. Bellavista, P., Mellouk, A., Sherif, M. H. & Li, J. (Hrsg.). Springer Verlag, S. 119-134 16 S. (Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST; Band 129).

  Publikation: Beitrag in Buch/Bericht/Konferenzband › Konferenzbeitrag › Begutachtung

  • Wireless Sensor Networks 100%
  • Bloom Filter 100%
  • Node Wake-up 100%
  • Wireless Sensor Network 100%
  • Nodes 100%
  3 Zitate (Scopus)

• Reliable trajectory classification using Wi-Fi signal strength in indoor scenarios

  Werner, M., Schauer, L. & Scharf, A., 2014, Proceedings of the 2014 IEEE/ION Position, Location and Navigation Symposium, PLANS 2014. Institute of Electrical and Electronics Engineers Inc., S. 663-670 8 S. 6851429. (Record - IEEE PLANS, Position Location and Navigation Symposium).

  Publikation: Beitrag in Buch/Bericht/Konferenzband › Konferenzbeitrag › Begutachtung

  • Trajectory Classification 100%
  • Wi-Fi Signal Strength 100%
  • Indoor Scenario 100%
  • Wi-Fi 100%
  • Signal Strength 100%
  12 Zitate (Scopus)

• Visual positioning systems-An extension to MoVIPS

  Marouane, C., Maier, M., Feld, S. & Werner, M., 2014, IPIN 2014 - 2014 International Conference on Indoor Positioning and Indoor Navigation. Institute of Electrical and Electronics Engineers Inc., S. 95-104 10 S. 7275472. (IPIN 2014 - 2014 International Conference on Indoor Positioning and Indoor Navigation).

  Publikation: Beitrag in Buch/Bericht/Konferenzband › Konferenzbeitrag › Begutachtung

  • Indoor Positioning System 100%
  • SURF Points 100%
  • Visual Positioning System 100%
  • Visual Indoor Positioning 100%
  • Estimation Method 100%
  14 Zitate (Scopus)
• 2013

  Dualcodes: Backward compatible multi-layer 2d-barcodes

  Werner, M. & Schönfeld, M., 2013, Mobile and Ubiquitous Systems: Computing, Networking, and Services - 9th International Conference, MobiQuitous 2012, Revised Selected Papers. Zheng, K., Li, M. & Jiang, H. (Hrsg.). Springer Verlag, S. 25-36 12 S. (Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST; Band 120 LNICST).

  Publikation: Beitrag in Buch/Bericht/Konferenzband › Konferenzbeitrag › Begutachtung

  • Backward Compatible 100%
  • 2D Barcode 100%
  • Physical World 100%
  • Data Matrix 100%
  • Ubiquitous Computing 100%
  2 Zitate (Scopus)
• 2012

  Automated WLAN calibration with a backtracking particle filter

  Kessel, M. & Werner, M., 2012, 2012 International Conference on Indoor Positioning and Indoor Navigation, IPIN 2012 - Conference Proceedings. 6418907. (2012 International Conference on Indoor Positioning and Indoor Navigation, IPIN 2012 - Conference Proceedings).

  Publikation: Beitrag in Buch/Bericht/Konferenzband › Konferenzbeitrag › Begutachtung

  • Particle Filter 100%
  • Backtracking 100%
  • Ubiquitous Computing 66%
  • Accelerometer 33%
  • Calibration Method 33%
  7 Zitate (Scopus)

• Compass and WLAN integration for indoor tracking on mobile phones

  Kessel, M., Werner, M. & Linnhoff-Popien, C., 2012, UBICOMM 2012 - 6th International Conference on Mobile Ubiquitous Computing, Systems, Services and Technologies. S. 1-7 7 S. (UBICOMM 2012 - 6th International Conference on Mobile Ubiquitous Computing, Systems, Services and Technologies).

  Publikation: Beitrag in Buch/Bericht/Konferenzband › Konferenzbeitrag › Begutachtung

  • Kalman Filter 100%
  • Mobile Phone 100%
  • Indoor Positioning 100%
  • Movement Model 100%
  • Indoor Tracking 100%
  2 Zitate (Scopus)