Peer Kröger

ORCID

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 76

Top Venues

Ludwig Maximilian University of Munich, Germany (PHD)

Education History

Ludwig Maximilian University of Munich, Germany

PHD

Publications

Moritz Herrmann, Daniyal Kazempour, Fabian Scheipl, Peer Kröger
Enhancing cluster analysis via topological manifold learning. Data Min. Knowl. Discov. 38 (3) (2024)
Lisa Anders, Daniyal Kazempour, Peer Kröger
What Will I Need this for Later? Towards a Platform for the Discovery of Intra and Inter-Module Content Relations. CSEDU (2) (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)
Daniyal Kazempour, Claudius Zelenka, Peer Kröger
The Missing Link? On the In-Between Instance Detection Task. EDBT (2024)
Mirjam Raffaela Bayer, Yorik Timo Hansen, Kimberley Kosbü, Andrea Kulow, Peer Kröger
UniDash: Interactive Dashboard for Data Driven Insights on Universities. BTW (2023)
Mirjam Bayer, Daniyal Kazempour, Peer Kröger
Towards a fixed-gear AIS trajectory differentiation. SSTD (2023)
Andreas Lohrer, Darpan Malik, Peer Kröger
GADFormer: An Attention-based Model for Group Anomaly Detection on Trajectories. CoRR (2023)
Marco Landt-Hayen, Peer Kröger, Willi Rath, Martin Claus
Reconstruct Geospatial Data from Ultra Sparse Inputs to Predict Climate Events. e-Science (2023)
Sweety Mohanty, Daniyal Kazempour, Lavinia Patara, Peer Kröger
Detection and Tracking of Dynamic Ocean Carbon Uptake Regimes Built Upon Spatial Target-Driver Relationships via Adaptive Hierarchical Clustering. e-Science (2023)
Marco Landt-Hayen, Willi Rath, Martin Claus, Peer Kröger
Fact or Artifact? Revise Layer-wise Relevance Propagation on various ANN Architectures. CoRR (2023)
Sweety Mohanty, Daniyal Kazempour, Lavinia Patara, Peer Kröger
Interactive Detection and Visualization of Ocean Carbon Regimes. SSTD (2023)
Mirjam Raffaela Bayer, Sören Dethlefsen, Tabea Fry, Peer Kröger
Enhancing AIS Vessel Trajectories via Trip Detection. e-Science (2023)
Matthias Renz, Agnes Koschmider, Peer Kröger
Erratum to: Vorwort zum Sonderheft "Cross-Domain Fusion". Inform. Spektrum 46 (5) (2023)
Claudius Zelenka, Andrea Göhring, Daniyal Kazempour, Maximilian Hünemörder, Lars Schmarje, Peer Kröger
A Simple and Explainable Method for Uncertainty Estimation using Attribute Prototype Networks. ICCV (Workshops) (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)
Marco Landt-Hayen, Peer Kröger, Martin Claus, Willi Rath
It's a long way! Layer-wise Relevance Propagation for Echo State Networks applied to Earth System Variability. CoRR (2022)
Matthias Renz, Agnes Koschmider, Peer Kröger
Vorwort zum Sonderheft "Cross-Domain Fusion". Inform. Spektrum 45 (4) (2022)
Andreas Lohrer, Johannes Josef Binder, Peer Kröger
Group anomaly detection for spatio-temporal collective behaviour scenarios in smart cities. IWCTS@SIGSPATIAL (2022)
Daniyal Kazempour, Melanie Oelker, Peer Kröger
Doing groceries again: towards a recommender system for grocery stores selection. LocalRec@SIGSPATIAL (2022)
Maximilian Hünemöorder, Mirjam Bayer, Nadine Sarah Schüler, Peer Kröger
Stirring the Pot - Teaching Reinforcement Learning Agents a "Push-Your-Luck" board game. CoG (2022)
Marie Hundsdörfer, Peer Kröger, Annegret Kuhn, Natascha Oppelt, Isabella Peters, Lisa Marie Wiemers
Concept maps to enable interdisciplinary research in cross-domain fusion. Inform. Spektrum 45 (4) (2022)
Matthias Renz, Peer Kröger, Agnes Koschmider, Olaf Landsiedel, Nelson Tavares de Sousa
Cross domain fusion for spatiotemporal applications: taking interdisciplinary, holistic research to the next level. Inform. Spektrum 45 (5) (2022)
Andreas Lohrer, Daniyal Kazempour, Maximilian Hünemörder, Peer Kröger
CoMadOut - A Robust Outlier Detection Algorithm based on CoMAD. CoRR (2022)
Matthias Renz, Agnes Koschmider, Peer Kröger
Vorwort zum Sonderheft "Cross-Domain Fusion" - Heft 2. Inform. Spektrum 45 (5) (2022)
Claudius Zelenka, Andreas Lohrer, Mirjam Bayer, Peer Kröger
AI4EO Hyperview: A Spectralnet3d and Rnnplus Approach for Sustainable Soil Parameter Estimation on Hyperspectral Image Data. ICIP (2022)
Maximilian Hünemörder, Levin Schäfer, Nadine Sarah Schüler, Michael Eichberg, Peer Kröger
SePass: Semantic Password Guessing Using k-nn Similarity Search in Word Embeddings. ADMA (2) (2022)
Tobias Ziolkowski, Agnes Koschmider, Peer Kröger, Colin W. Devey
Outlier quantification for multibeam data. Inform. Spektrum 45 (4) (2022)
Wilhelm Hasselbring, Matthias Renz, Peer Kröger
Interview mit Ulf Leser zu Cross-Domain Fusion. Inform. Spektrum 45 (4) (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)
Nelson Tavares de Sousa, Carola Trahms, Peer Kröger, Matthias Renz, René Schubert, Arne Biastoch
Tracking the Evolution of Water Flow Patterns Based on Spatio-Temporal Particle Flow Clusters. MDM (2022)
Moritz Herrmann, Daniyal Kazempour, Fabian Scheipl, Peer Kröger
Enhancing cluster analysis via topological manifold learning. CoRR (2022)
Andreas Lohrer, Anna Beer, Maximilian Archimedes Xaver Hünemörder, Jenny Lauterbach, Thomas Seidl, Peer Kröger
AnyCORE - An Anytime Algorithm for Cluster Outlier REmoval. LWDA (2021)
Daniyal Kazempour, Johannes Winter, Peer Kröger, Thomas Seidl
On Methods and Measures for the Inspection of Arbitrarily Oriented Subspace Clusters. Datenbank-Spektrum 21 (3) (2021)
Felix Borutta, Peer Kröger, Matthias Renz
A Cost Model for Reverse Nearest Neighbor Query Processing on R-Trees Using Self Pruning. SISAP (2021)
Andreas Lohrer, Jan Deller, Maximilian Hünemörder, Peer Kröger
OAB - An Open Anomaly Benchmark Framework for Unsupervised and Semisupervised Anomaly Detection on Image and Tabular Data Sets. ICDM (Workshops) (2021)
Martin Ringsquandl, Evgeny Kharlamov, Daria Stepanova, Steffen Lamparter, Raffaello Lepratti, Ian Horrocks, Peer Kröger
On Event-Driven Knowledge Graph Completion in Digital Factories. CoRR (2021)
Daniyal Kazempour, Anna Beer, Melanie Oelker, Peer Kröger, Thomas Seidl
Compound Segmentation via Clustering on Mol2Vec-based Embeddings. e-Science (2021)
Julian Busch, Maximilian Hünemörder, Janis Held, Peer Kröger, Thomas Seidl
Implicit Hough Transform Neural Networks for Subspace Clustering. ICDM (Workshops) (2021)
Maximilian Hünemörder, Peer Kröger, Matthias Renz
Towards a Learned Index Structure for Approximate Nearest Neighbor Search Query Processing. SISAP (2021)
Daniyal Kazempour, Anna Beer, Peer Kröger, Thomas Seidl
I fold you so! An internal evaluation measure for arbitrary oriented subspace clustering. ICDM (Workshops) (2020)
Ricardo J. G. B. Campello, Peer Kröger, Jörg Sander, Arthur Zimek
Density-based clustering. WIREs Data Mining Knowl. Discov. 10 (2) (2020)
Felix Borutta, Daniyal Kazempour, Felix Mathy, Peer Kröger, Thomas Seidl
Detecting Arbitrarily Oriented Subspace Clusters in Data Streams Using Hough Transform. PAKDD (1) (2020)
Sandra Obermeier, Max Berrendorf, Peer Kröger
Memory-Efficient RkNN Retrieval by Nonlinear k-Distance Approximation. CoRR (2020)
Daniyal Kazempour, Long Mathias Yan, Peer Kröger, Thomas Seidl
You see a set of wagons - I see one train: Towards a unified view of local and global arbitrarily oriented subspace clusters. ICDM (Workshops) (2020)
Sandra Obermeier, Max Berrendorf, Peer Kröger
Memory-Efficient RkNN Retrieval by Nonlinear k-Distance Approximation. WI/IAT (2020)
Daniyal Kazempour, Peer Kröger, Thomas Seidl
Towards an Internal Evaluation Measure for Arbitrarily Oriented Subspace Clustering. ICDM (Workshops) (2020)
Tobias Emrich, Hans-Peter Kriegel, Andreas Züfle, Peer Kröger, Matthias Renz
Complete and Sufficient Spatial Domination of Multidimensional Rectangles. CoRR (2020)
Daniyal Kazempour, Lisa Krombholz, Peer Kröger, Thomas Seidl
A Galaxy of Correlations. EDBT (2019)
Max Berrendorf, Felix Borutta, Peer Kröger
k-Distance Approximation for Memory-Efficient RkNN Retrieval. SISAP (2019)
Daniyal Kazempour, Maksim Kazakov, Peer Kröger, Thomas Seidl
DICE: Density-based Interactive Clustering and Exploration. BTW (2019)
Felix Borutta, Peer Kröger, Thomas Hubauer
A Generic Summary Structure for Arbitrarily Oriented Subspace Clustering in Data Streams. SISAP (2019)
Maximilian Archimedes Xaver Hünemörder, Daniyal Kazempour, Peer Kröger, Thomas Seidl
SIDEKICK: Linear Correlation Clustering with Supervised Background Knowledge. SISAP (2019)
Daniyal Kazempour, Markus Mauder, Peer Kröger, Thomas Seidl
Detecting global hyperparaboloid correlated clusters: a Hough-transform based multicore algorithm. Distributed Parallel Databases 37 (1) (2019)
Daniyal Kazempour, Kilian Emmerig, Peer Kröger, Thomas Seidl
Detecting Global Periodic Correlated Clusters in Event Series based on Parameter Space Transform. SSDBM (2019)
Martin Ringsquandl, Evgeny Kharlamov, Daria Stepanova, Marcel Hildebrandt, Steffen Lamparter, Raffaello Lepratti, Ian Horrocks, Peer Kröger
Filling Gaps in Industrial Knowledge Graphs via Event-Enhanced Embedding. ISWC (P&D/Industry/BlueSky) (2018)
Daniel Kaltenthaler, Johannes-Y. Lohrer, Peer Kröger
ReMIS and ReMIS Cloud: Information Systems for Retrieving Disciplinary and Interdisciplinary Data. HCI (28) (2018)
Daniel Kaltenthaler, Johannes-Y. Lohrer, Florian Richter, Peer Kröger
Interdisciplinary knowledge cohesion through distributed information management systems. J. Inf. Commun. Ethics Soc. 16 (4) (2018)
Daniyal Kazempour, Kevin Bein, Peer Kröger, Thomas Seidl
D-MASC: A Novel Search Strategy for Detecting Regions of Interest in Linear Parameter Space. SISAP (2018)
Daniel Kaltenthaler, Johannes-Y. Lohrer, Peer Kröger, Henriette Obermaier
xBook, a Framework for Common Scientific Databases. HCI (28) (2018)
Daniyal Kazempour, Andrian Mörtlbauer, Peer Kröger, Thomas Seidl
Mirror Mirror on the Wall, What is the Fairest Linear Parameter Space Representation of All? On Representations of Linear Parameter Space in Context of Clustering. LWDA (2018)
Martin Ringsquandl, Evgeny Kharlamov, Daria Stepanova, Marcel Hildebrandt, Steffen Lamparter, Raffaello Lepratti, Ian Horrocks, Peer Kröger
Event-Enhanced Learning for KG Completion. ESWC (2018)
Daniyal Kazempour, Markus Mauder, Peer Kröger, Thomas Seidl
Detecting Global Hyperparaboloid Correlated Clusters Based on Hough Transform. SSDBM (2017)
Martin Ringsquandl, Evgeny Kharlamov, Daria Stepanova, Steffen Lamparter, Raffaello Lepratti, Ian Horrocks, Peer Kröger
On event-driven knowledge graph completion in digital factories. IEEE BigData (2017)
Guillaume Casanova, Elias Englmeier, Michael E. Houle, Peer Kröger, Michael Nett, Erich Schubert, Arthur Zimek
Dimensional Testing for Reverse k-Nearest Neighbor Search. Proc. VLDB Endow. 10 (7) (2017)
Ilkcan Keles, Matthias Schubert, Peer Kröger, Simonas Saltenis, Christian S. Jensen
Extracting visited points of interest from vehicle trajectories. GeoRich@SIGMOD (2017)
Daniel Kaltenthaler, Johannes-Y. Lohrer, Peer Kröger, Henriette Obermaier
A Framework for Supporting the Workflow for Archaeo-related Sciences: Managing, Synchronizing and Analyzing Data. BTW (Workshops) (2017)
Martin Ringsquandl, Steffen Lamparter, Raffaello Lepratti, Peer Kröger
Knowledge Fusion of Manufacturing Operations Data Using Representation Learning. APMS (2) (2017)
Daniel Kaltenthaler, Johannes-Y. Lohrer, Ptolemaios D. Paxinos, Daniel Hammerle, Henriette Obermaier, Peer Kröger
TaRDIS, a Visual Analytics System for Spatial and Temporal Data in Archaeo-Related Disciplines. eScience (2017)
Markus Mauder, Eirini Ntoutsi, Peer Kröger, Christoph Mayr, Gisela Grupe, Anita Toncala, Stefan Holzl
Applying data mining methods for the analysis of stable isotope data in bioarchaeology. eScience (2016)
Martin Ringsquandl, Steffen Lamparter, Ingo Thon, Raffaello Lepratti, Peer Kröger
Knowledge Graph Constraints for Multi-label Graph Classification. ICDM Workshops (2016)
Johannes-Y. Lohrer, Daniel Kaltenthaler, Peer Kröger, Christiaan van der Meijden, Henriette Obermaier
A generic framework for synchronized distributed data management in archaeological related disciplines. Future Gener. Comput. Syst. 56 (2016)
Tobias Emrich, Hans-Peter Kriegel, Peer Kröger, Johannes Niedermayer, Matthias Renz, Andreas Züfle
On reverse-k-nearest-neighbor joins. GeoInformatica 19 (2) (2015)
Daniel Kaltenthaler, Johannes-Y. Lohrer, Peer Kröger, Christiaan Hendrikus van der Meijden, Henriette Obermaier
Synchronized Data Management and Its Integration into a Graphical User Interface for Archaeological Related Disciplines. HCI (19) (2015)
Johannes Niedermayer, Peer Kröger
Minimizing the Number of Keypoint Matching Queries for Object Retrieval. BMVC (2015)
Markus Mauder, Eirini Ntoutsi, Peer Kröger, Gisela Grupe
Data mining for isotopic mapping of bioarchaeological finds in a central european alpine passage. SSDBM (2015)
Felix Borutta, Mario A. Nascimento, Johannes Niedermayer, Peer Kröger
Reverse k-nearest neighbour schedules in time-dependent road networks. SIGSPATIAL/GIS (2015)
Johannes Niedermayer, Mario A. Nascimento, Matthias Renz, Peer Kröger, Hans-Peter Kriegel
Continuous Quantile Query Processing in Wireless Sensor Networks. EDBT (2014)
Johannes Niedermayer, Peer Kröger
Retrieval of Binary Features in Image Databases: A Study. SISAP (2014)
Johannes-Y. Lohrer, Daniel Kaltenthaler, Peer Kröger, Christiaan Hendrikus van der Meijden, Henriette Obermaier
A Generic Framework for Synchronized Distributed Data Management in Archaeological Related Disciplines. eScience (2014)
Peer Kröger, John Krumm, Peter Widmayer
Highlights from ACM SIGSPATIAL GIS 2013: the 21st ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems: (Orlando, Florida, November 5-8, 2013). ACM SIGSPATIAL Special 6 (1) (2014)
Michael Steinke, Johannes Niedermayer, Peer Kröger
Selectivity Estimation of Reverse k-Nearest Neighbor Queries. DASFAA (2) (2014)
Johannes Niedermayer, Peer Kröger
Minimizing the Number of Matching Queries for Object Retrieval. CoRR (2014)
Felix Borutta, Mario A. Nascimento, Johannes Niedermayer, Peer Kröger
Monochromatic RkNN queries in time-dependent road networks. MobiGIS (2014)
Peer Kröger, Stratis Viglas
Front Matter. Proc. VLDB Endow. 6 (13) (2013)
Fabian D. Winter, Peer Kröger, Johannes Niedermayer, Matthias Renz
Autonomous clustering for wireless sensor networks. SSDBM (2013)
Markus Mauder, Peer Kröger, Karl-Ludwig Schinner
A Similarity Model for 3D Objects Based on Stable Sub-clouds. SISAP (2013)
Tobias Emrich, Peer Kröger, Johannes Niedermayer, Matthias Renz, Andreas Züfle
A Mutual Pruning Approach for RkNN Join Processing. BTW (2013)
Peer Kröger, Stratis Viglas
Front Matter. Proc. VLDB Endow. 6 (2) (2013)
Tobias Emrich, Hans-Peter Kriegel, Peer Kröger, Johannes Niedermayer, Matthias Renz, Andreas Züfle
Reverse-k-Nearest-Neighbor Join Processing. SSTD (2013)
Johannes Niedermayer, Mario A. Nascimento, Matthias Renz, Peer Kröger, Khaled Ammar, Hans-Peter Kriegel
Cost-Based Quantile Query Processing in Wireless Sensor Networks. MDM (1) (2013)
Peer Kröger, Egemen Tanin, Peter Widmayer
Highlights from ACM SIGSPATIAL GIS 2012 the 20th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (Redondo Beach, California, November 6-9, 2012). ACM SIGSPATIAL Special 5 (1) (2013)
Hans-Peter Kriegel, Peer Kröger, Arthur Zimek
Subspace clustering. WIREs Data Mining Knowl. Discov. 2 (4) (2012)
Hans-Peter Kriegel, Peer Kröger, Erich Schubert, Arthur Zimek
Outlier Detection in Arbitrarily Oriented Subspaces. ICDM (2012)
Peer Kröger, Matthias Renz
Highlights from QuEST 2011: 2nd SIGSPATIAL ACM GIS 2011 International Workshop on Querying and Mining Uncertain Spatio-Temporal Data: (Chicago, IL - November 1, 2011). ACM SIGSPATIAL Special 4 (1) (2012)
Irene Ntoutsi, Arthur Zimek, Themis Palpanas, Peer Kröger, Hans-Peter Kriegel
Density-based Projected Clustering over High Dimensional Data Streams. SDM (2012)
Hans-Peter Kriegel, Peer Kröger, Matthias Renz, Fabian D. Winter
Proximity queries in time-dependent traffic networks using graph embeddings. CTS@GIS (2011)
Hans-Peter Kriegel, Peer Kröger, Jörg Sander, Arthur Zimek
Density-based clustering. WIREs Data Mining Knowl. Discov. 1 (3) (2011)
Hans-Peter Kriegel, Peer Kröger, Irene Ntoutsi, Arthur Zimek
Density Based Subspace Clustering over Dynamic Data. SSDBM (2011)
Tobias Emrich, Hans-Peter Kriegel, Peer Kröger, Matthias Renz, Johannes Senner, Andreas Züfle
A Visual Evaluation Framework for Spatial Pruning Methods. SSTD (2011)
Anna Follmann, Mario A. Nascimento, Andreas Züfle, Matthias Renz, Peer Kröger, Hans-Peter Kriegel
Continuous Probabilistic Count Queries in Wireless Sensor Networks. SSTD (2011)

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Publication Activity (10 Years)

Top Topics

Top Venues

Peer Kröger