Peer Kröger

202 papers A* 13A 11B 65C 2Misc 4Journal 47Unranked 50
YearRankTypeTitle / Venue / Authors
2025 J jnl
Advancing data-driven process modeling in metal forming.
Autom.
Mathias Liewald, Birgit Vogel-Heuser, Thomas Bergs, Marco F. Huber, Peer Kröger
2025 — conf
Anomalies In The Depths: Evaluating Unsupervised Anomaly Detection on Real-World Unlabelled Data. A Case Study on Autonomous Ocean Gliders.
GeoAnomalies@SIGSPATIAL
Federico Scarscelli, Claudius Zelenka, Daniyal Kazempour, Peer Kröger, Florian Schütte
2025 B conf
Eddy Hunter: A Data Mining System for High-Resolution Eddy Signals, Leveraging Spatio-Temporal Similarities in the SWOT Satellite Data.
SISAP
Federico Scarscelli, Claudius Zelenka, Peer Kröger, Florian Schütte
2025 — conf
Position Paper: Computer Supported Education vs. Education Supported Computing - On the Problem of Informed Decision Making of Appropriate Data Analytics Method.
CSEDU (2)
Daniyal Kazempour, Christiane Attig, Peer Kröger, Muhammad Aammar Tufail, Daniela E. Winkler, Claudius Zelenka
2025 — conf
k-Local Graphs.
DCFS
Christian Beth, Pamela Fleischmann, Annika Huch, Daniyal Kazempour, Peer Kröger, Andrea Kulow, Matthias Renz
2024 J jnl
CoMadOut - a robust outlier detection algorithm based on CoMAD.
Mach. Learn.
Andreas Lohrer, Daniyal Kazempour, Maximilian Hünemörder, Peer Kröger
2024 — conf
Do good scores imply good embeddings? On the necessity of inspecting manifold learning evaluation results by multiple criteria.
ICDM (Workshops)
Daniyal Kazempour, Claudius Zelenka, Atakan Kara, Andreas Lohrer, Peer Kröger
2024 J jnl
Enhancing cluster analysis via topological manifold learning.
Data Min. Knowl. Discov.
Moritz Herrmann, Daniyal Kazempour, Fabian Scheipl, Peer Kröger
2024 B conf
GADformer: A Transparent Transformer Model for Group Anomaly Detection on Trajectories.
IJCNN
Andreas Lohrer, Darpan Malik, Claudius Zelenka, Peer Kröger
2024 J jnl
Mobility Data Science: Perspectives and Challenges.
ACM Trans. Spatial Algorithms Syst.
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
2024 — conf
Not the same, yet similar? - On commonalities and differences between VQPCA and ORCLUS.
ICDM (Workshops)
Daniyal Kazempour, Claudius Zelenka, Artjom Mukhamedov, Peer Kröger
2024 — ed.
Proceedings of the 32nd ACM International Conference on Advances in Geographic Information Systems, SIGSPATIAL 2024, Atlanta, GA, USA, 29 October 2024 - 1 November 2024
SIGSPATIAL/GIS
Mario A. Nascimento, Li Xiong, Andreas Züfle, Yao-Yi Chiang, Ahmed Eldawy, Peer Kröger
2024 B conf
The Missing Link? On the In-Between Instance Detection Task.
EDBT
Daniyal Kazempour, Claudius Zelenka, Peer Kröger
2024 B conf
There is Strength in Numbers: A Comprehensive Study of Machine Learning Algorithms for Sex Identification on Animal Bone Remains.
e-Science
Nadine Sarah Schüler, Ptolemaios D. Paxinos, Jing Yuan, Maximilian von Zastrow, Joris Peters, Peer Kröger
2024 — conf
What Will I Need this for Later? Towards a Platform for the Discovery of Intra and Inter-Module Content Relations.
CSEDU (2)
Lisa Anders, Daniyal Kazempour, Peer Kröger
2023 — conf
A Simple and Explainable Method for Uncertainty Estimation using Attribute Prototype Networks.
ICCV (Workshops)
Claudius Zelenka, Andrea Göhring, Daniyal Kazempour, Maximilian Hünemörder, Lars Schmarje, Peer Kröger
2023 B conf
Detection and Tracking of Dynamic Ocean Carbon Uptake Regimes Built Upon Spatial Target-Driver Relationships via Adaptive Hierarchical Clustering.
e-Science
Sweety Mohanty, Daniyal Kazempour, Lavinia Patara, Peer Kröger
2023 B conf
Enhancing AIS Vessel Trajectories via Trip Detection.
e-Science
Mirjam Raffaela Bayer, Sören Dethlefsen, Tabea Fry, Peer Kröger
2023 J jnl
Erratum to: Vorwort zum Sonderheft "Cross-Domain Fusion".
Inform. Spektrum
Matthias Renz, Agnes Koschmider, Peer Kröger
2023 J jnl
Fact or Artifact? Revise Layer-wise Relevance Propagation on various ANN Architectures.
CoRR
Marco Landt-Hayen, Willi Rath, Martin Claus, Peer Kröger
2023 J jnl
GADFormer: An Attention-based Model for Group Anomaly Detection on Trajectories.
CoRR
Andreas Lohrer, Darpan Malik, Peer Kröger
2023 B conf
Interactive Detection and Visualization of Ocean Carbon Regimes.
SSTD
Sweety Mohanty, Daniyal Kazempour, Lavinia Patara, Peer Kröger
2023 B conf
Reconstruct Geospatial Data from Ultra Sparse Inputs to Predict Climate Events.
e-Science
Marco Landt-Hayen, Peer Kröger, Willi Rath, Martin Claus
2023 J jnl
Towards Mobility Data Science (Vision Paper).
CoRR
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, 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
2023 B conf
Towards a fixed-gear AIS trajectory differentiation.
SSTD
Mirjam Raffaela Bayer, Daniyal Kazempour, Peer Kröger
2023 Misc conf
UniDash: Interactive Dashboard for Data Driven Insights on Universities.
BTW
Mirjam Raffaela Bayer, Yorik Timo Hansen, Kimberley Kosbü, Andrea Kulow, Peer Kröger
2022 B conf
AI4EO Hyperview: A Spectralnet3d and Rnnplus Approach for Sustainable Soil Parameter Estimation on Hyperspectral Image Data.
ICIP
Claudius Zelenka, Andreas Lohrer, Mirjam Raffaela Bayer, Peer Kröger
2022 J jnl
CoMadOut - A Robust Outlier Detection Algorithm based on CoMAD.
CoRR
Andreas Lohrer, Daniyal Kazempour, Maximilian Hünemörder, Peer Kröger
2022 — ch.
Complete and Sufficient Spatial Domination of Multidimensional Rectangles.
Spatial Gems (1) (1)
Tobias Emrich, Hans-Peter Kriegel, Andreas Züfle, Peer Kröger, Matthias Renz
2022 J jnl
Concept maps to enable interdisciplinary research in cross-domain fusion.
Inform. Spektrum
Marie Hundsdörfer, Peer Kröger, Annegret Kuhn, Natascha Oppelt, Isabella Peters, Lisa Marie Wiemers
2022 J jnl
Cross domain fusion for spatiotemporal applications: taking interdisciplinary, holistic research to the next level.
Inform. Spektrum
Matthias Renz, Peer Kröger, Agnes Koschmider, Olaf Landsiedel, Nelson Tavares de Sousa
2022 — conf
Doing groceries again: towards a recommender system for grocery stores selection.
LocalRec@SIGSPATIAL
Daniyal Kazempour, Melanie Oelker, Peer Kröger
2022 J jnl
Enhancing cluster analysis via topological manifold learning.
CoRR
Moritz Herrmann, Daniyal Kazempour, Fabian Scheipl, Peer Kröger
2022 — conf
Group anomaly detection for spatio-temporal collective behaviour scenarios in smart cities.
IWCTS@SIGSPATIAL
Andreas Lohrer, Johannes Josef Binder, Peer Kröger
2022 J jnl
Interview mit Ulf Leser zu Cross-Domain Fusion.
Inform. Spektrum
Wilhelm Hasselbring, Matthias Renz, Peer Kröger
2022 J jnl
It's a long way! Layer-wise Relevance Propagation for Echo State Networks applied to Earth System Variability.
CoRR
Marco Landt-Hayen, Peer Kröger, Martin Claus, Willi Rath
2022 J jnl
Mobility Data Science (Dagstuhl Seminar 22021).
Dagstuhl Reports
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, 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
2022 J jnl
Outlier quantification for multibeam data.
Inform. Spektrum
Tobias Ziolkowski, Agnes Koschmider, Peer Kröger, Colin W. Devey
2022 — conf
SePass: Semantic Password Guessing Using k-nn Similarity Search in Word Embeddings.
ADMA (2)
Maximilian Hünemörder, Levin Schäfer, Nadine Sarah Schüler, Michael Eichberg, Peer Kröger
2022 C conf
Stirring the Pot - Teaching Reinforcement Learning Agents a "Push-Your-Luck" board game.
CoG
Maximilian Hünemörder, Mirjam Raffaela Bayer, Nadine Sarah Schüler, Peer Kröger
2022 B conf
Tracking the Evolution of Water Flow Patterns Based on Spatio-Temporal Particle Flow Clusters.
MDM
Nelson Tavares de Sousa, Carola Trahms, Peer Kröger, Matthias Renz, René Schubert, Arne Biastoch
2022 J jnl
Vorwort zum Sonderheft "Cross-Domain Fusion" - Heft 2.
Inform. Spektrum
Matthias Renz, Agnes Koschmider, Peer Kröger
2022 J jnl
Vorwort zum Sonderheft "Cross-Domain Fusion".
Inform. Spektrum
Matthias Renz, Agnes Koschmider, Peer Kröger
2021 B conf
A Cost Model for Reverse Nearest Neighbor Query Processing on R-Trees Using Self Pruning.
SISAP
Felix Borutta, Peer Kröger, Matthias Renz
2021 — conf
AnyCORE - An Anytime Algorithm for Cluster Outlier REmoval.
LWDA
Andreas Lohrer, Anna Beer, Maximilian Archimedes Xaver Hünemörder, Jenny Lauterbach, Thomas Seidl, Peer Kröger
2021 B conf
Compound Segmentation via Clustering on Mol2Vec-based Embeddings.
e-Science
Daniyal Kazempour, Anna Beer, Melanie Oelker, Peer Kröger, Thomas Seidl
2021 — conf
Implicit Hough Transform Neural Networks for Subspace Clustering.
ICDM (Workshops)
Julian Busch, Maximilian Hünemörder, Janis Held, Peer Kröger, Thomas Seidl
2021 — conf
OAB - An Open Anomaly Benchmark Framework for Unsupervised and Semisupervised Anomaly Detection on Image and Tabular Data Sets.
ICDM (Workshops)
Andreas Lohrer, Jan Deller, Maximilian Hünemörder, Peer Kröger
2021 J jnl
On Event-Driven Knowledge Graph Completion in Digital Factories.
CoRR
Martin Ringsquandl, Evgeny Kharlamov, Daria Stepanova, Steffen Lamparter, Raffaello Lepratti, Ian Horrocks, Peer Kröger
2021 J jnl
On Methods and Measures for the Inspection of Arbitrarily Oriented Subspace Clusters.
Datenbank-Spektrum
Daniyal Kazempour, Johannes Winter, Peer Kröger, Thomas Seidl
2021 B conf
Towards a Learned Index Structure for Approximate Nearest Neighbor Search Query Processing.
SISAP
Maximilian Hünemörder, Peer Kröger, Matthias Renz
2020 J jnl
Complete and Sufficient Spatial Domination of Multidimensional Rectangles.
CoRR
Tobias Emrich, Hans-Peter Kriegel, Andreas Züfle, Peer Kröger, Matthias Renz
2020 J jnl
Density-based clustering.
WIREs Data Mining Knowl. Discov.
Ricardo J. G. B. Campello, Peer Kröger, Jörg Sander, Arthur Zimek
2020 — conf
Detecting Arbitrarily Oriented Subspace Clusters in Data Streams Using Hough Transform.
PAKDD (1)
Felix Borutta, Daniyal Kazempour, Felix Mathy, Peer Kröger, Thomas Seidl
2020 — conf
I fold you so! An internal evaluation measure for arbitrary oriented subspace clustering.
ICDM (Workshops)
Daniyal Kazempour, Anna Beer, Peer Kröger, Thomas Seidl
2020 — conf
Memory-Efficient RkNN Retrieval by Nonlinear k-Distance Approximation.
WI/IAT
Sandra Obermeier, Max Berrendorf, Peer Kröger
2020 J jnl
Memory-Efficient RkNN Retrieval by Nonlinear k-Distance Approximation.
CoRR
Sandra Obermeier, Max Berrendorf, Peer Kröger
2020 — conf
Towards an Internal Evaluation Measure for Arbitrarily Oriented Subspace Clustering.
ICDM (Workshops)
Daniyal Kazempour, Peer Kröger, Thomas Seidl
2020 — conf
You see a set of wagons - I see one train: Towards a unified view of local and global arbitrarily oriented subspace clusters.
ICDM (Workshops)
Daniyal Kazempour, Long Mathias Yan, Peer Kröger, Thomas Seidl
2019 B conf
A Galaxy of Correlations.
EDBT
Daniyal Kazempour, Lisa Krombholz, Peer Kröger, Thomas Seidl
2019 B conf
A Generic Summary Structure for Arbitrarily Oriented Subspace Clustering in Data Streams.
SISAP
Felix Borutta, Peer Kröger, Thomas Hubauer
2019 Misc conf
DICE: Density-based Interactive Clustering and Exploration.
BTW
Daniyal Kazempour, Maksim Kazakov, Peer Kröger, Thomas Seidl
2019 B conf
Detecting Global Periodic Correlated Clusters in Event Series based on Parameter Space Transform.
SSDBM
Daniyal Kazempour, Kilian Emmerig, Peer Kröger, Thomas Seidl
2019 J jnl
Detecting global hyperparaboloid correlated clusters: a Hough-transform based multicore algorithm.
Distributed Parallel Databases
Daniyal Kazempour, Markus Mauder, Peer Kröger, Thomas Seidl
2019 B conf
SIDEKICK: Linear Correlation Clustering with Supervised Background Knowledge.
SISAP
Maximilian Archimedes Xaver Hünemörder, Daniyal Kazempour, Peer Kröger, Thomas Seidl
2019 B conf
k-Distance Approximation for Memory-Efficient RkNN Retrieval.
SISAP
Max Berrendorf, Felix Borutta, Peer Kröger
2018 B conf
D-MASC: A Novel Search Strategy for Detecting Regions of Interest in Linear Parameter Space.
SISAP
Daniyal Kazempour, Kevin Bein, Peer Kröger, Thomas Seidl
2018 B conf
Event-Enhanced Learning for KG Completion.
ESWC
Martin Ringsquandl, Evgeny Kharlamov, Daria Stepanova, Marcel Hildebrandt, Steffen Lamparter, Raffaello Lepratti, Ian Horrocks, Peer Kröger
2018 — conf
Filling Gaps in Industrial Knowledge Graphs via Event-Enhanced Embedding.
ISWC (P&D/Industry/BlueSky)
Martin Ringsquandl, Evgeny Kharlamov, Daria Stepanova, Marcel Hildebrandt, Steffen Lamparter, Raffaello Lepratti, Ian Horrocks, Peer Kröger
2018 J jnl
Interdisciplinary knowledge cohesion through distributed information management systems.
J. Inf. Commun. Ethics Soc.
Daniel Kaltenthaler, Johannes-Y. Lohrer, Florian Richter, Peer Kröger
2018 — conf
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
Daniyal Kazempour, Andrian Mörtlbauer, Peer Kröger, Thomas Seidl
2018 — ch.
Multi step Query Processing.
Encyclopedia of Database Systems (2nd ed.)
Peer Kröger, Matthias Renz
2018 — conf
ReMIS and ReMIS Cloud: Information Systems for Retrieving Disciplinary and Interdisciplinary Data.
HCI (28)
Daniel Kaltenthaler, Johannes-Y. Lohrer, Peer Kröger
2018 — ch.
Subspace Clustering Techniques.
Encyclopedia of Database Systems (2nd ed.)
Peer Kröger, Arthur Zimek
2018 — conf
xBook, a Framework for Common Scientific Databases.
HCI (28)
Daniel Kaltenthaler, Johannes-Y. Lohrer, Peer Kröger, Henriette Obermaier
2017 — conf
A Framework for Supporting the Workflow for Archaeo-related Sciences: Managing, Synchronizing and Analyzing Data.
BTW (Workshops)
Daniel Kaltenthaler, Johannes-Y. Lohrer, Peer Kröger, Henriette Obermaier
2017 B conf
Detecting Global Hyperparaboloid Correlated Clusters Based on Hough Transform.
SSDBM
Daniyal Kazempour, Markus Mauder, Peer Kröger, Thomas Seidl
2017 J jnl
Dimensional Testing for Reverse k-Nearest Neighbor Search.
Proc. VLDB Endow.
Guillaume Casanova, Elias Englmeier, Michael E. Houle, Peer Kröger, Michael Nett, Erich Schubert, Arthur Zimek
2017 — conf
Extracting visited points of interest from vehicle trajectories.
GeoRich@SIGMOD
Ilkcan Keles, Matthias Schubert, Peer Kröger, Simonas Saltenis, Christian S. Jensen
2017 — conf
Knowledge Fusion of Manufacturing Operations Data Using Representation Learning.
APMS (2)
Martin Ringsquandl, Steffen Lamparter, Raffaello Lepratti, Peer Kröger
2017 — conf
On event-driven knowledge graph completion in digital factories.
IEEE BigData
Martin Ringsquandl, Evgeny Kharlamov, Daria Stepanova, Steffen Lamparter, Raffaello Lepratti, Ian Horrocks, Peer Kröger
2017 B ed.
Similarity Search and Applications - 10th International Conference, SISAP 2017, Munich, Germany, October 4-6, 2017, Proceedings
SISAP
Christian Beecks, Felix Borutta, Peer Kröger, Thomas Seidl
2017 — conf
TaRDIS, a Visual Analytics System for Spatial and Temporal Data in Archaeo-Related Disciplines.
eScience
Daniel Kaltenthaler, Johannes-Y. Lohrer, Ptolemaios D. Paxinos, Daniel Hammerle, Henriette Obermaier, Peer Kröger
2016 J jnl
A generic framework for synchronized distributed data management in archaeological related disciplines.
Future Gener. Comput. Syst.
Johannes-Y. Lohrer, Daniel Kaltenthaler, Peer Kröger, Christiaan van der Meijden, Henriette Obermaier
2016 — conf
Applying data mining methods for the analysis of stable isotope data in bioarchaeology.
eScience
Markus Mauder, Eirini Ntoutsi, Peer Kröger, Christoph Mayr, Gisela Grupe, Anita Toncala, Stefan Holzl
2016 — conf
Knowledge Graph Constraints for Multi-label Graph Classification.
ICDM Workshops
Martin Ringsquandl, Steffen Lamparter, Ingo Thon, Raffaello Lepratti, Peer Kröger
2015 B conf
Data mining for isotopic mapping of bioarchaeological finds in a central european alpine passage.
SSDBM
Markus Mauder, Eirini Ntoutsi, Peer Kröger, Gisela Grupe
2015 A conf
Minimizing the Number of Keypoint Matching Queries for Object Retrieval.
BMVC
Johannes Niedermayer, Peer Kröger
2015 J jnl
On reverse-k-nearest-neighbor joins.
GeoInformatica
Tobias Emrich, Hans-Peter Kriegel, Peer Kröger, Johannes Niedermayer, Matthias Renz, Andreas Züfle
2015 — conf
Reverse k-nearest neighbour schedules in time-dependent road networks.
SIGSPATIAL/GIS
Felix Borutta, Mario A. Nascimento, Johannes Niedermayer, Peer Kröger
2015 — conf
Synchronized Data Management and Its Integration into a Graphical User Interface for Archaeological Related Disciplines.
HCI (19)
Daniel Kaltenthaler, Johannes-Y. Lohrer, Peer Kröger, Christiaan Hendrikus van der Meijden, Henriette Obermaier
2014 — conf
A Generic Framework for Synchronized Distributed Data Management in Archaeological Related Disciplines.
eScience
Johannes-Y. Lohrer, Daniel Kaltenthaler, Peer Kröger, Christiaan Hendrikus van der Meijden, Henriette Obermaier
2014 B conf
Continuous Quantile Query Processing in Wireless Sensor Networks.
EDBT
Johannes Niedermayer, Mario A. Nascimento, Matthias Renz, Peer Kröger, Hans-Peter Kriegel
2014 J jnl
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
Peer Kröger, John Krumm, Peter Widmayer
2014 J jnl
Minimizing the Number of Matching Queries for Object Retrieval.
CoRR
Johannes Niedermayer, Peer Kröger
2014 — conf
Monochromatic RkNN queries in time-dependent road networks.
MobiGIS
Felix Borutta, Mario A. Nascimento, Johannes Niedermayer, Peer Kröger
2014 B conf
Retrieval of Binary Features in Image Databases: A Study.
SISAP
Johannes Niedermayer, Peer Kröger
2014 — conf
Selectivity Estimation of Reverse k-Nearest Neighbor Queries.
DASFAA (2)
Michael Steinke, Johannes Niedermayer, Peer Kröger
2013 — ed.
21st SIGSPATIAL International Conference on Advances in Geographic Information Systems, SIGSPATIAL 2013, Orlando, FL, USA, November 5-8, 2013
SIGSPATIAL/GIS
Craig A. Knoblock, Markus Schneider, Peer Kröger, John Krumm, Peter Widmayer
2013 Misc conf
A Mutual Pruning Approach for RkNN Join Processing.
BTW
Tobias Emrich, Peer Kröger, Johannes Niedermayer, Matthias Renz, Andreas Züfle
2013 B conf
A Similarity Model for 3D Objects Based on Stable Sub-clouds.
SISAP
Markus Mauder, Peer Kröger, Karl-Ludwig Schinner
2013 B conf
Autonomous clustering for wireless sensor networks.
SSDBM
Fabian D. Winter, Peer Kröger, Johannes Niedermayer, Matthias Renz
2013 — conf
Cost-Based Quantile Query Processing in Wireless Sensor Networks.
MDM (1)
Johannes Niedermayer, Mario A. Nascimento, Matthias Renz, Peer Kröger, Khaled Ammar, Hans-Peter Kriegel
2013 J jnl
Front Matter.
Proc. VLDB Endow.
Peer Kröger, Stratis Viglas
2013 J jnl
Front Matter.
Proc. VLDB Endow.
Peer Kröger, Stratis Viglas
2013 J jnl
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
Peer Kröger, Egemen Tanin, Peter Widmayer
2013 B conf
Reverse-k-Nearest-Neighbor Join Processing.
SSTD
Tobias Emrich, Hans-Peter Kriegel, Peer Kröger, Johannes Niedermayer, Matthias Renz, Andreas Züfle
2012 A conf
Density-based Projected Clustering over High Dimensional Data Streams.
SDM
Irene Ntoutsi, Arthur Zimek, Themis Palpanas, Peer Kröger, Hans-Peter Kriegel
2012 J jnl
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
Peer Kröger, Matthias Renz
2012 A* conf
Outlier Detection in Arbitrarily Oriented Subspaces.
ICDM
Hans-Peter Kriegel, Peer Kröger, Erich Schubert, Arthur Zimek
2012 — ed.
SIGSPATIAL 2012 International Conference on Advances in Geographic Information Systems (formerly known as GIS), SIGSPATIAL'12, Redondo Beach, CA, USA, November 7-9, 2012
SIGSPATIAL/GIS
Isabel F. Cruz, Craig A. Knoblock, Peer Kröger, Egemen Tanin, Peter Widmayer
2012 J jnl
Subspace clustering.
WIREs Data Mining Knowl. Discov.
Hans-Peter Kriegel, Peer Kröger, Arthur Zimek
2011 B conf
A Visual Evaluation Framework for Spatial Pruning Methods.
SSTD
Tobias Emrich, Hans-Peter Kriegel, Peer Kröger, Matthias Renz, Johannes Senner, Andreas Züfle
2011 B conf
Continuous Probabilistic Count Queries in Wireless Sensor Networks.
SSTD
Anna Follmann, Mario A. Nascimento, Andreas Züfle, Matthias Renz, Peer Kröger, Hans-Peter Kriegel
2011 B conf
Density Based Subspace Clustering over Dynamic Data.
SSDBM
Hans-Peter Kriegel, Peer Kröger, Irene Ntoutsi, Arthur Zimek
2011 J jnl
Density-based clustering.
WIREs Data Mining Knowl. Discov.
Hans-Peter Kriegel, Peer Kröger, Jörg Sander, Arthur Zimek
2011 A conf
Interpreting and Unifying Outlier Scores.
SDM
Hans-Peter Kriegel, Peer Kröger, Erich Schubert, Arthur Zimek
2011 — conf
Proximity queries in time-dependent traffic networks using graph embeddings.
CTS@GIS
Hans-Peter Kriegel, Peer Kröger, Matthias Renz, Fabian D. Winter
2011 B conf
Quality of Similarity Rankings in Time Series.
SSTD
Thomas Bernecker, Michael E. Houle, Hans-Peter Kriegel, Peer Kröger, Matthias Renz, Erich Schubert, Arthur Zimek
2011 B conf
TiP: Analyzing Periodic Time Series Patterns.
SSTD
Thomas Bernecker, Hans-Peter Kriegel, Peer Kröger, Matthias Renz
2010 — conf
Boosting spatial pruning: on optimal pruning of MBRs.
SIGMOD Conference
Tobias Emrich, Hans-Peter Kriegel, Peer Kröger, Matthias Renz, Andreas Züfle
2010 B conf
Can Shared-Neighbor Distances Defeat the Curse of Dimensionality?
SSDBM
Michael E. Houle, Hans-Peter Kriegel, Peer Kröger, Erich Schubert, Arthur Zimek
2010 — conf
Exploiting local node cache in top-k queries within wireless sensor networks.
GIS
Johannes Niedermayer, Mario A. Nascimento, Matthias Renz, Peer Kröger, Hans-Peter Kriegel
2010 J jnl
Metric spaces in data mining: applications to clustering.
ACM SIGSPATIAL Special
Hans-Peter Kriegel, Peer Kröger, Matthias Renz, Matthias Schubert
2010 J jnl
QUeST 2009 Workshop Report: The 1st International Workshop on Querying and Mining Uncertain Spatio-Temporal Data (Seattle, Washington - November 3, 2009).
ACM SIGSPATIAL Special
Peer Kröger, Matthias Renz
2010 — conf
Reverse k-Nearest Neighbor monitoring on mobile objects.
GIS
Tobias Emrich, Hans-Peter Kriegel, Peer Kröger, Matthias Renz, Naixin Xu, Andreas Züfle
2010 B conf
Subspace Similarity Search: Efficient k-NN Queries in Arbitrary Subspaces.
SSDBM
Thomas Bernecker, Tobias Emrich, Franz Graf, Hans-Peter Kriegel, Peer Kröger, Matthias Renz, Erich Schubert, Arthur Zimek
2010 — conf
Subspace similarity search using the ideas of ranking and top-k retrieval.
ICDE Workshops
Thomas Bernecker, Tobias Emrich, Franz Graf, Hans-Peter Kriegel, Peer Kröger, Matthias Renz, Erich Schubert, Arthur Zimek
2010 A* conf
Techniques for efficiently searching in spatial, temporal, spatio-temporal, and multimedia databases.
ICDE
Hans-Peter Kriegel, Peer Kröger, Matthias Renz
2010 B conf
Towards Archaeo-informatics: Scientific Data Management for Archaeobiology.
SSDBM
Hans-Peter Kriegel, Peer Kröger, Christiaan Hendrikus van der Meijden, Henriette Obermaier, Joris Peters, Matthias Renz
2010 — conf
Towards subspace clustering on dynamic data: an incremental version of PreDeCon.
StreamKDD@KDD
Hans-Peter Kriegel, Peer Kröger, Irene Ntoutsi, Arthur Zimek
2009 J jnl
Clustering high-dimensional data: A survey on subspace clustering, pattern-based clustering, and correlation clustering.
ACM Trans. Knowl. Discov. Data
Hans-Peter Kriegel, Peer Kröger, Arthur Zimek
2009 — conf
Constrained reverse nearest neighbor search on mobile objects.
GIS
Tobias Emrich, Hans-Peter Kriegel, Peer Kröger, Matthias Renz, Andreas Züfle
2009 B conf
Incremental Reverse Nearest Neighbor Ranking in Vector Spaces.
SSTD
Tobias Emrich, Hans-Peter Kriegel, Peer Kröger, Matthias Renz, Andreas Züfle
2009 A* conf
Incremental Reverse Nearest Neighbor Ranking.
ICDE
Hans-Peter Kriegel, Peer Kröger, Matthias Renz, Andreas Züfle, Alexander Katzdobler
2009 A conf
LoOP: local outlier probabilities.
CIKM
Hans-Peter Kriegel, Peer Kröger, Erich Schubert, Arthur Zimek
2009 — ch.
Multi-Step Query Processing.
Encyclopedia of Database Systems
Peer Kröger, Matthias Renz
2009 A conf
OSSOBOOK: database and knowledgemanagement techniques for archaeozoology.
CIKM
Hans-Peter Kriegel, Peer Kröger, Henriette Obermaier, Joris Peters, Matthias Renz, Christiaan Hendrikus van der Meijden
2009 B conf
Outlier Detection in Axis-Parallel Subspaces of High Dimensional Data.
PAKDD
Hans-Peter Kriegel, Peer Kröger, Erich Schubert, Arthur Zimek
2009 B conf
Periodic Pattern Analysis in Time Series Databases.
DASFAA
Johannes Aßfalg, Thomas Bernecker, Hans-Peter Kriegel, Peer Kröger, Matthias Renz
2009 B conf
Probabilistic Similarity Search for Uncertain Time Series.
SSDBM
Johannes Aßfalg, Hans-Peter Kriegel, Peer Kröger, Matthias Renz
2009 B conf
Reverse k-Nearest Neighbor Search Based on Aggregate Point Access Methods.
SSDBM
Hans-Peter Kriegel, Peer Kröger, Matthias Renz, Andreas Züfle, Alexander Katzdobler
2009 B conf
Reverse k-nearest neighbor search in dynamic and general metric databases.
EDBT
Elke Achtert, Hans-Peter Kriegel, Peer Kröger, Matthias Renz, Andreas Züfle
2009 — ch.
Subspace Clustering Techniques.
Encyclopedia of Database Systems
Peer Kröger, Arthur Zimek
2009 J jnl
Subspace and projected clustering: experimental evaluation and analysis.
Knowl. Inf. Syst.
Gabriela Moise, Arthur Zimek, Peer Kröger, Hans-Peter Kriegel, Jörg Sander
2009 B conf
Techniques for Efficiently Searching in Spatial, Temporal, Spatio-temporal, and Multimedia Databases.
DASFAA
Hans-Peter Kriegel, Peer Kröger, Matthias Renz
2008 B conf
A General Framework for Increasing the Robustness of PCA-Based Correlation Clustering Algorithms.
SSDBM
Hans-Peter Kriegel, Peer Kröger, Erich Schubert, Arthur Zimek
2008 B conf
Analysis of Time Series Using Compact Model-Based Descriptions.
DASFAA
Hans-Peter Kriegel, Peer Kröger, Alexey Pryakhin, Matthias Renz
2008 B conf
Approximate Clustering of Time Series Using Compact Model-Based Descriptions.
DASFAA
Hans-Peter Kriegel, Peer Kröger, Alexey Pryakhin, Matthias Renz, Andrew Zherdin
2008 — conf
Continuous proximity monitoring in road networks.
GIS
Hans-Peter Kriegel, Peer Kröger, Matthias Renz
2008 J jnl
Detecting clusters in moderate-to-high dimensional data: subspace clustering, pattern-based clustering, and correlation clustering.
Proc. VLDB Endow.
Hans-Peter Kriegel, Peer Kröger, Arthur Zimek
2008 A* conf
Efficient Query Processing in Large Traffic Networks.
ICDE
Hans-Peter Kriegel, Peer Kröger, Peter Kunath, Matthias Renz, Tim Schmidt
2008 J jnl
Global Correlation Clustering Based on the Hough Transform.
Stat. Anal. Data Min.
Elke Achtert, Christian Böhm, Jörn David, Peer Kröger, Arthur Zimek
2008 B conf
Hierarchical Graph Embedding for Efficient Query Processing in Very Large Traffic Networks.
SSDBM
Hans-Peter Kriegel, Peer Kröger, Matthias Renz, Tim Schmidt
2008 A conf
Robust Clustering in Arbitrarily Oriented Subspaces.
SDM
Elke Achtert, Christian Böhm, Jörn David, Peer Kröger, Arthur Zimek
2008 B conf
Similarity Search in Multimedia Time Series Data Using Amplitude-Level Features.
MMM
Johannes Aßfalg, Hans-Peter Kriegel, Peer Kröger, Peter Kunath, Alexey Pryakhin, Matthias Renz
2008 A* conf
T-Time: Threshold-Based Data Mining on Time Series.
ICDE
Johannes Aßfalg, Hans-Peter Kriegel, Peer Kröger, Peter Kunath, Alexey Pryakhin, Matthias Renz
2007 B conf
Detection and Visualization of Subspace Cluster Hierarchies.
DASFAA
Elke Achtert, Christian Böhm, Hans-Peter Kriegel, Peer Kröger, Ina Müller-Gorman, Arthur Zimek
2007 Misc conf
Efficient Reverse k-Nearest Neighbor Estimation.
BTW
Elke Achtert, Christian Böhm, Peer Kröger, Peter Kunath, Alexey Pryakhin, Matthias Renz
2007 J jnl
Efficient reverse
Inform. Forsch. Entwickl.
Elke Achtert, Christian Böhm, Peer Kröger, Peter Kunath, Alexey Pryakhin, Matthias Renz
2007 J jnl
Future trends in data mining.
Data Min. Knowl. Discov.
Hans-Peter Kriegel, Karsten M. Borgwardt, Peer Kröger, Alexey Pryakhin, Matthias Schubert, Arthur Zimek
2007 B conf
Generalizing the Optimality of Multi-step
SSTD
Hans-Peter Kriegel, Peer Kröger, Peter Kunath, Matthias Renz
2007 B conf
Interval-Focused Similarity Search in Time Series Databases.
DASFAA
Johannes Aßfalg, Hans-Peter Kriegel, Peer Kröger, Peter Kunath, Alexey Pryakhin, Matthias Renz
2007 B conf
On Exploring Complex Relationships of Correlation Clusters.
SSDBM
Elke Achtert, Christian Böhm, Hans-Peter Kriegel, Peer Kröger, Arthur Zimek
2007 — conf
Proximity queries in large traffic networks.
GIS
Hans-Peter Kriegel, Peer Kröger, Peter Kunath, Matthias Renz, Tim Schmidt
2007 A conf
Robust, Complete, and Efficient Correlation Clustering.
SDM
Elke Achtert, Christian Böhm, Hans-Peter Kriegel, Peer Kröger, Arthur Zimek
2006 A conf
Approximate reverse k-nearest neighbor queries in general metric spaces.
CIKM
Elke Achtert, Christian Böhm, Peer Kröger, Peter Kunath, Alexey Pryakhin, Matthias Renz
2006 B conf
DeLi-Clu: Boosting Robustness, Completeness, Usability, and Efficiency of Hierarchical Clustering by a Closest Pair Ranking.
PAKDD
Elke Achtert, Christian Böhm, Peer Kröger
2006 A* conf
Deriving quantitative models for correlation clusters.
KDD
Elke Achtert, Christian Böhm, Hans-Peter Kriegel, Peer Kröger, Arthur Zimek
2006 B conf
Effective similarity search in multimedia databases using multiple representations.
MMM
Hans-Peter Kriegel, Peer Kröger, Peter Kunath, Alexey Pryakhin
2006 B conf
Efficient Query Processing in Arbitrary Subspaces Using Vector Approximations.
SSDBM
Hans-Peter Kriegel, Peer Kröger, Matthias Schubert, Ziyue Zhu
2006 — conf
Efficient reverse k-nearest neighbor search in arbitrary metric spaces.
SIGMOD Conference
Elke Achtert, Christian Böhm, Peer Kröger, Peter Kunath, Alexey Pryakhin, Matthias Renz
2006 — conf
Finding Hierarchies of Subspace Clusters.
PKDD
Elke Achtert, Christian Böhm, Hans-Peter Kriegel, Peer Kröger, Ina Müller-Gorman, Arthur Zimek
2006 B conf
Mining Hierarchies of Correlation Clusters.
SSDBM
Elke Achtert, Christian Böhm, Peer Kröger, Arthur Zimek
2006 B conf
Semi-Supervised Threshold Queries on Pharmacogenomics Time Sequences.
APBC
Johannes Aßfalg, Hans-Peter Kriegel, Peer Kröger, Peter Kunath, Alexey Pryakhin, Matthias Renz
2006 B conf
Similarity Search on Time Series Based on Threshold Queries.
EDBT
Johannes Aßfalg, Hans-Peter Kriegel, Peer Kröger, Peter Kunath, Alexey Pryakhin, Matthias Renz
2006 B conf
TQuEST: Threshold Query Execution for Large Sets of Time Series.
EDBT
Johannes Aßfalg, Hans-Peter Kriegel, Peer Kröger, Peter Kunath, Alexey Pryakhin, Matthias Renz
2006 A* conf
Threshold Similarity Queries in Large Time Series Databases.
ICDE
Johannes Aßfalg, Hans-Peter Kriegel, Peer Kröger, Peter Kunath, Alexey Pryakhin, Matthias Renz
2006 B conf
Time Series Analysis Using the Concept of Adaptable Threshold Similarity.
SSDBM
Johannes Aßfalg, Hans-Peter Kriegel, Peer Kröger, Peter Kunath, Alexey Pryakhin, Matthias Renz
2005 A* conf
A Generic Framework for Efficient Subspace Clustering of High-Dimensional Data.
ICDM
Hans-Peter Kriegel, Peer Kröger, Matthias Renz, Sebastian H. R. Wurst
2005 B conf
Accurate and Efficient Similarity Search on 3D Objects Using Point Sampling, Redundancy, and Proportionality.
SSTD
Johannes Aßfalg, Hans-Peter Kriegel, Peer Kröger, Marco Pötke
2005 A* conf
Effective and Efficient Distributed Model-Based Clustering.
ICDM
Hans-Peter Kriegel, Peer Kröger, Alexey Pryakhin, Matthias Schubert
2005 A* conf
Online Hierarchical Clustering in a Data Warehouse Environment.
ICDM
Elke Achtert, Christian Böhm, Hans-Peter Kriegel, Peer Kröger
2005 B conf
Selectivity Estimation of High Dimensional Window Queries via Clustering.
SSTD
Christian Böhm, Hans-Peter Kriegel, Peer Kröger, Petra Linhart
2004 A* conf
BOSS: Browsing OPTICS-Plots for Similarity Search.
ICDE
Stefan Brecheisen, Hans-Peter Kriegel, Peer Kröger, Martin Pfeifle, Maximilian Viermetz, Marco Pötke
2004 — conf
Computing Clusters of Correlation Connected Objects.
SIGMOD Conference
Christian Böhm, Karin Kailing, Peer Kröger, Arthur Zimek
2004 — —
Coping with new challenges for density-based clustering.
Peer Kröger
2004 A* conf
Density Connected Clustering with Local Subspace Preferences.
ICDM
Christian Böhm, Karin Kailing, Hans-Peter Kriegel, Peer Kröger
2004 A conf
Density-Connected Subspace Clustering for High-Dimensional Data.
SDM
Karin Kailing, Hans-Peter Kriegel, Peer Kröger
2004 J jnl
Immer größere und komplexere Datenmengen: Herausforderungen für Clustering-Algorithmen.
Datenbank-Spektrum
Christian Böhm, Karin Kailing, Peer Kröger, Hans-Peter Kriegel
2004 — ch.
Neue Herausforderungen für dichtebasiertes Clustering.
Ausgezeichnete Informatikdissertationen
Peer Kröger
2004 A* conf
Subspace Selection for Clustering High-Dimensional Data.
ICDM
Christian Baumgartner, Claudia Plant, Karin Kailing, Hans-Peter Kriegel, Peer Kröger
2004 A conf
Using Support Vector Machines for Classifying Large Sets of Multi-Represented Objects.
SDM
Hans-Peter Kriegel, Peer Kröger, Alexey Pryakhin, Matthias Schubert
2004 A conf
Visually Mining through Cluster Hierarchies.
SDM
Stefan Brecheisen, Hans-Peter Kriegel, Peer Kröger, Martin Pfeifle
2003 J jnl
A Computational Biology Database Digest: Data, Data Analysis, and Data Management.
Distributed Parallel Databases
François Bry, Peer Kröger
2003 C conf
Bioinformatics Databases: State of the Art and Research Perspectives.
ADBIS
François Bry, Peer Kröger
2003 B conf
Effective Similarity Search on Voxelized CAD Object.
DASFAA
Hans-Peter Kriegel, Peer Kröger, Zahi Mashael, Martin Pfeifle, Marco Pötke, Thomas Seidl
2003 B conf
Incremental OPTICS: Efficient Computation of Updates in a Hierarchical Cluster Ordering.
DaWaK
Hans-Peter Kriegel, Peer Kröger, Irina Gotlibovich
2003 — conf
Ranking Interesting Subspaces for Clustering High Dimensional Data.
PKDD
Karin Kailing, Hans-Peter Kriegel, Peer Kröger, Stefanie Wanka
2003 — conf
Using Sets of Feature Vectors for Similarity Search on Voxelized CAD Objects.
SIGMOD Conference
Hans-Peter Kriegel, Stefan Brecheisen, Peer Kröger, Martin Pfeifle, Matthias Schubert
2002 J jnl
Datenbanken in der Bioinformatik.
Inform. Spektrum
François Bry, Peer Kröger
2001 — conf
Data Bubbles: Quality Preserving Performance Boosting for Hierarchical Clustering.
SIGMOD Conference
Markus M. Breunig, Hans-Peter Kriegel, Peer Kröger, Jörg Sander