Martin Werner

ORCID

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 46

Top Venues

CoRR

IPIN

MDM

Ludwig Maximilians University Munich (PHD)

Education History

Ludwig Maximilians University Munich

PHD

Publications

Johann Maximilian Zollner, Paul Walther, Martin Werner
Satellite Image Representations for Quantum Classifiers. Datenbank-Spektrum 24 (1) (2024)
Andreas Koch, Michael Petry, Martin Werner
Extended Framework and Evaluation for Multivariate Streaming Anomaly Detection with Machine Learning. ICDEW (2024)
Chenyu Fang, Xinyue Gu, Lin Zhou, Wei Zhang, Xing Liu, Shuhua Liu, Martin Werner
Exploring spatial complexity: Overlapping communities in South China's megaregion with big geospatial data. Comput. Environ. Urban Syst. 112 (2024)
Mohamed F. Mokbel, Mahmoud Attia Sakr, Li Xiong, Andreas Züfle, Jussara M. Almeida, Taylor Anderson, Walid G. Aref, Gennady L. Andrienko, Natalia V. Andrienko, Yang Cao, Sanjay Chawla, Reynold Cheng, Panos K. Chrysanthis, Xiqi Fei, Gabriel Ghinita, Anita Graser, Dimitrios Gunopulos, Christian S. Jensen, Joon-Seok Kim, Kyoung-Sook Kim, Peer Kröger, John Krumm, Johannes Lauer, Amr Magdy, Mario A. Nascimento, Siva Ravada, Matthias Renz, Dimitris Sacharidis, Flora D. Salim, Mohamed Sarwat, Maxime Schoemans, Cyrus Shahabi, Bettina Speckmann, Egemen Tanin, Xu Teng, Yannis Theodoridis, Kristian Torp, Goce Trajcevski, Marc J. van Kreveld, Carola Wenk, Martin Werner, Raymond Chi-Wing Wong, Song Wu, Jianqiu Xu, Moustafa Youssef, Demetris Zeinalipour, Mengxuan Zhang, Esteban Zimányi
Mobility Data Science: Perspectives and Challenges. ACM Trans. Spatial Algorithms Syst. 10 (2) (2024)
Andreas Koch, Michael Petry, Max Ghiglione, Amir Raoofy, Gabriel Dax, Gianluca Furano, Martin Werner, Carsten Trinitis, Martin Langer
Machine Learning Application Benchmark. CF (2023)
Hao Li, Zhendong Yuan, Gabriel Dax, Gefei Kong, Hongchao Fan, Alexander Zipf, Martin Werner
Semi-Supervised Learning from Street-View Images and OpenStreetMap for Automatic Building Height Estimation. GIScience (2023)
Michael Petry, Patrick Gest, Andreas Koch, Max Ghiglione, Martin Werner
Accelerated Deep-Learning inference on FPGAs in the Space Domain. CF (2023)
Hao Li, Zhendong Yuan, Gabriel Dax, Gefei Kong, Hongchao Fan, Alexander Zipf, Martin Werner
Semi-supervised Learning from Street-View Images and OpenStreetMap for Automatic Building Height Estimation. CoRR (2023)
Michael Petry, Andreas Koch, Martin Werner
Envisioning Physical Layer Flexibility Through the Power of Machine-Learning. GLOBECOM (Workshops) (2023)
Gabriel Dax, Srilakshmi Nagarajan, Hao Li, Martin Werner
Compression Supports Spatial Deep Learning. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16 (2023)
Martin Werner, Hao Li, Johann Maximilian Zollner, Balthasar Teuscher, Fabian Deuser
Bavaria Buildings - A Novel Dataset for Building Footprint Extraction, Instance Segmentation, and Data Quality Estimation. SIGSPATIAL/GIS (2023)
Danfeng Hong, Bing Zhang, Hao Li, Yuxuan Li, Jing Yao, Chenyu Li, Martin Werner, Jocelyn Chanussot, Alexander Zipf, Xiao Xiang Zhu
Cross-City Matters: A Multimodal Remote Sensing Benchmark Dataset for Cross-City Semantic Segmentation using High-Resolution Domain Adaptation Networks. CoRR (2023)
Mohamed F. Mokbel, Mahmoud Attia Sakr, Li Xiong, Andreas Züfle, Jussara M. Almeida, Taylor Anderson, Walid G. Aref, Gennady L. Andrienko, Natalia V. Andrienko, Yang Cao, Sanjay Chawla, Reynold Cheng, Panos K. Chrysanthis, Xiqi Fei, Gabriel Ghinita, Anita Graser, Dimitrios Gunopulos, Christian S. Jensen, Joon-Sook Kim, Kyoung-Sook Kim, Peer Kröger, John Krumm, Johannes Lauer, Amr Magdy, Mario A. Nascimento, Siva Ravada, Matthias Renz, Dimitris Sacharidis, Cyrus Shahabi, Flora D. Salim, Mohamed Sarwat, Maxime Schoemans, Bettina Speckmann, Egemen Tanin, Xu Teng, Yannis Theodoridis, Kristian Torp, Goce Trajcevski, Marc J. van Kreveld, Carola Wenk, Martin Werner, Raymond Chi-Wing Wong, Song Wu, Jianqiu Xu, Moustafa Youssef, Demetris Zeinalipour, Mengxuan Zhang, Esteban Zimányi
Towards Mobility Data Science (Vision Paper). CoRR (2023)
Amir Raoofy, Gabriel Dax, Vittorio Serra, Max Ghiglione, Martin Werner, Carsten Trinitis
Benchmarking and feasibility aspects of machine learning in space systems. CF (2022)
Fei Gao, Zhiqiang Du, Chenyu Fang, Lin Zhou, Martin Werner
A Spatio-Temporal Cognitive Framework for Individual Route Choice in Outdoor Evacuation Scenarios. ISPRS Int. J. Geo Inf. 11 (12) (2022)
Mohamed F. Mokbel, Mahmoud Attia Sakr, Li Xiong, Andreas Züfle, Jussara M. Almeida, Taylor Anderson, Walid G. Aref, Gennady L. Andrienko, Natalia V. Andrienko, Yang Cao, Sanjay Chawla, Reynold Cheng, Panos K. Chrysanthis, Xiqi Fei, Gabriel Ghinita, Anita Graser, Dimitrios Gunopulos, Christian S. Jensen, Joon-Sook Kim, Kyoung-Sook Kim, Peer Kröger, John Krumm, Johannes Lauer, Amr Magdy, Mario A. Nascimento, Siva Ravada, Matthias Renz, Dimitris Sacharidis, Cyrus Shahabi, Flora D. Salim, Mohamed Sarwat, Maxime Schoemans, Bettina Speckmann, Egemen Tanin, Yannis Theodoridis, Kristian Torp, Goce Trajcevski, Marc J. van Kreveld, Carola Wenk, Martin Werner, Raymond Chi-Wing Wong, Song Wu, Jianqiu Xu, Moustafa Youssef, Demetris Zeinalipour, Mengxuan Zhang, Esteban Zimányi
Mobility Data Science (Dagstuhl Seminar 22021). Dagstuhl Reports 12 (1) (2022)
Martin Werner
GloBiMapsAI: An AI-Enhanced Probabilistic Data Structure for Global Raster Datasets. ACM Trans. Spatial Algorithms Syst. 7 (4) (2021)
Moritz Laass, Marie Kiermeier, Martin Werner
Improving persistence based trajectory simplification. MDM (2021)
Gabriel Dax, Martin Werner
Trajectory Similarity using Compression. MDM (2021)
Gabriel Dax, Moritz Laass, Martin Werner
Genetic Algorithm for Improved Transfer Learning Through Bagging Color-Adjusted Models. IGARSS (2021)
Martin Werner, Gabriel Dax, Moritz Laass
Computational Challenges for Artificial Intelligence and Machine Learning in Environmental Research. GI-Jahrestagung (2020)
Sancho Salcedo-Sanz, Pedram Ghamisi, María Piles, Martin Werner, Lucas Cuadra, Álvaro Moreno-Martínez, Emma Izquierdo-Verdiguier, Jordi Muñoz-Marí, Amirhosein Mosavi, Gustau Camps-Valls
Machine learning information fusion in Earth observation: A comprehensive review of methods, applications and data sources. Inf. Fusion 63 (2020)
Sancho Salcedo-Sanz, Pedram Ghamisi, Maria Piles, Martin Werner, Lucas Cuadra, Álvaro Moreno-Martínez, Emma Izquierdo-Verdiguier, Jordi Muñoz-Marí, Amirhosein Mosavi, Gustau Camps-Valls
Machine Learning Information Fusion in Earth Observation: A Comprehensive Review of Methods, Applications and Data Sources. CoRR (2020)
Andreas Züfle, Martin Werner
Introduction to this special issue: SIGSPATIAL 2020 event reports. ACM SIGSPATIAL Special 12 (3) (2020)
Martin Werner
Parallel Processing Strategies for Big Geospatial Data. Frontiers Big Data 2 (2019)
Martin Werner
Quantum spatial computing. ACM SIGSPATIAL Special 11 (2) (2019)
Martin Werner
GIS++: Modern C++ for Efficient and Parallel In-Memory Spatial Computing. SpatialAPI@SIGSPATIAL (2019)
Martin Werner
GloBiMaps - A Probabilistic Data Structure for In-Memory Processing of Global Raster Datasets. SIGSPATIAL/GIS (2019)
Martin Werner
Spatial Data Locality in Scalable and Fault-tolerant Distributed Spatial Computing Systems. BigSpatial@SIGSPATIAL (2018)
Martin Werner
Topology Extraction from Occupancy Grids. LBS (2018)
Martin Werner, Dev Oliver
ACM SIGSPATIAL GIS Cup 2017: range queries under Fréchet distance. ACM SIGSPATIAL Special 10 (1) (2018)
Mikkel Baun Kjærgaard, Martin Werner, Fisayo Caleb Sangogboye, Krzysztof Arendt
DCount - A Probabilistic Algorithm for Accurately Disaggregating Building Occupant Counts into Room Counts. MDM (2018)
Marie Kiermeier, Martin Werner
Similarity Search for Spatial Trajectories Using Online Lower Bounding DTW and Presorting Strategies. TIME (2017)
Marie Kiermeier, Martin Werner, Claudia Linnhoff-Popien, Horst Sauer, Jan Wieghardt
Anomaly detection in self-organizing industrial systems using pathlets. ICIT (2017)
Marie Kiermeier, Martin Werner, Horst Sauer, Jan Wieghardt
Building scalable models for anomaly detection in self-organizing industrial systems. INDIN (2017)
Sebastian Feld, Mirco Schönfeld, Martin Werner
Traversing Bitcoin's P2P network: insights into the structure of a decentralised currency. Int. J. Comput. Sci. Eng. 13 (2) (2016)
Martin Werner, Marie Kiermeier
A low-dimensional feature vector representation for alignment-free spatial trajectory analysis. MobiGIS (2016)
Martin Werner, Carsten Hahn, Lorenz Schauer
DeepMoVIPS: Visual indoor positioning using transfer learning. IPIN (2016)
Sebastian Feld, Martin Werner, Claudia Linnhoff-Popien
Approximated environment features with application to trajectory annotation. SSCI (2016)
Martin Werner
Privacy-protected communication for location-based services. Secur. Commun. Networks 9 (2) (2016)
André Ebert, Chadly Marouane, Benno Rott, Martin Werner
KeyPocket - Improving Security and Usability for Provider Independent Login Architectures with Mobile Devices. SecureComm (2015)
Lorenz Schauer, Martin Werner
Analyzing Pedestrian Flows Based on Wi-Fi and Bluetooth Captures. EAI Endorsed Trans. Ubiquitous Environ. 1 (4) (2015)
Martin Werner, Mirco Schönfeld
The Gaussian Bloom Filter. DASFAA (1) (2015)
Mirco Schönfeld, Martin Werner, Claudia Linnhoff-Popien, Alexander Erk
Towards a privacy-preserving hybrid radio network: design and open challenges. I4CS (2015)
Sebastian Feld, Martin Werner, Mirco Schönfeld, Stefanie Hasler
Archetypes of alternative routes in buildings. IPIN (2015)
Martin Werner
BACR: set similarities with lower bounds and application to spatial trajectories. SIGSPATIAL/GIS (2015)
Martin Werner, Sebastian Feld
Homotopy and alternative routes in indoor navigation scenarios. IPIN (2014)
Chadly Marouane, Marco Maier, Sebastian Feld, Martin Werner
Visual positioning systems - An extension to MoVIPS. IPIN (2014)
Sebastian Feld, Mirco Schönfeld, Martin Werner
Analyzing the Deployment of Bitcoin's P2P Network under an AS-level Perspective. ANT/SEIT (2014)
Mirco Schönfeld, Martin Werner
Distributed privacy-preserving mean estimation. PRISMS (2014)
Lorenz Schauer, Martin Werner, Philipp Marcus
Estimating crowd densities and pedestrian flows using wi-fi and bluetooth. MobiQuitous (2014)
Mirco Schönfeld, Martin Werner
Node Wake-Up via OVSF-Coded Bloom Filters in Wireless Sensor Networks. ADHOCNETS (2013)
Martin Werner, Mirco Schönfeld
DualCodes: Backward Compatible Multi-layer 2D-Barcodes. MobiQuitous (2012)
Moritz Kessel, Martin Werner
Automated WLAN calibration with a backtracking particle filter. IPIN (2012)
Martin Werner, Moritz Kessel, Chadly Marouane
Indoor positioning using smartphone camera. IPIN (2011)
Martin Werner
Selection and Ordering of Points-of-Interest in Large-Scale Indoor Navigation Systems. COMPSAC (2011)
Martin Werner
A Privacy-Enabled Architecture for Location-Based Services. MobiSec (2010)
Martin Werner, Stephan A. W. Verclas, Claudia Linnhoff-Popien
A Workflow Definition Language for Business Integration of Mobile Devices. MOBILWARE (2010)
Michael Dürr, Martin Werner, Marco Maier
Re-Socializing Online Social Networks. GreenCom/CPSCom (2010)
Martin Werner, Moritz Kessel
Organisation of Indoor Navigation data from a data query perspective. UPINLBS (2010)

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Publication Activity (10 Years)

Top Topics

Top Venues

Martin Werner