Efficient Similarity Search in Digital Libraries. - Christian Böhm 001; Bernhard Braunmüller; Hans-Peter Kriegel; Matthias Schubert (ADL, 2000)

Web site mining: a new way to spot competitors, customers and suppliers in the world wide web. - Martin Ester; Hans-Peter Kriegel; Matthias Schubert (KDD, 2002)

Using Sets of Feature Vectors for Similarity Search on Voxelized CAD Objects. - Hans-Peter Kriegel; Stefan Brecheisen; Peer Kröger; Martin Pfeifle; Matthias Schubert (SIGMOD Conference, 2003)

Classification of Websites as Sets of Feature Vectors. - Hans-Peter Kriegel; Matthias Schubert (Databases and Applications, 2004)

Clustering Multi-represented Objects with Noise. - Karin Kailing; Hans-Peter Kriegel; Alexey Pryakhin; Matthias Schubert (PAKDD, 2004)

Using Support Vector Machines for Classifying Large Sets of Multi-Represented Objects. - Hans-Peter Kriegel; Peer Kröger; Alexey Pryakhin; Matthias Schubert (SDM, 2004)

Accurate and Efficient Crawling for Relevant Websites. - Martin Ester; Hans-Peter Kriegel; Matthias Schubert (VLDB, 2004)

Advanced data mining techniques for compound objects. - Matthias Schubert (2004)

Multi-represented kNN-Classification for Large Class Sets. - Hans-Peter Kriegel; Alexey Pryakhin; Matthias Schubert (DASFAA, 2005)

Hierarchy-Regularized Latent Semantic Indexing. - Yi Huang 002; Kai Yu 001; Matthias Schubert; Shipeng Yu; Volker Tresp; Hans-Peter Kriegel (ICDM, 2005)

Effective and Efficient Distributed Model-Based Clustering. - Hans-Peter Kriegel; Peer Kröger; Alexey Pryakhin; Matthias Schubert (ICDM, 2005)

VICO: Visualizing Connected Object Orderings. - Stefan Brecheisen; Hans-Peter Kriegel; Matthias Schubert; Michael Gruber (EDBT, 2006)

The Gauss-Tree: Efficient Object Identification in Databases of Probabilistic Feature Vectors. - Christian Böhm 001; Alexey Pryakhin; Matthias Schubert (ICDE, 2006)

COSMIC: Conceptually Specified Multi-Instance Clusters. - Hans-Peter Kriegel; Alexey Pryakhin; Matthias Schubert; Arthur Zimek (ICDM, 2006)

Fairness Considerations in Replication and Placement Strategies for large Documents in heterogeneous Content Delivery Networks. - Chris Loeser; Gunnar Schomaker; Matthias Schubert; Tim Schattkowsky (ICN/ICONS/MCL, 2006)

Clustering Multi-represented Objects Using Combination Trees. - Elke Achtert; Hans-Peter Kriegel; Alexey Pryakhin; Matthias Schubert (PAKDD, 2006)

An EM-Approach for Clustering Multi-Instance Objects. - Hans-Peter Kriegel; Alexey Pryakhin; Matthias Schubert (PAKDD, 2006)

Advanced Prototype Machines: Exploring Prototypes for Classification. - Hans-Peter Kriegel; Matthias Schubert (SDM, 2006)

Probabilistic Ranking Queries on Gaussians. - Christian Böhm 001; Alexey Pryakhin; Matthias Schubert (SSDBM, 2006)

Efficient Query Processing in Arbitrary Subspaces Using Vector Approximations. - Hans-Peter Kriegel; Peer Kröger; Matthias Schubert; Ziyue Zhu (SSDBM, 2006)

Komplexe Objektbeschreibungen zur Suche in Multimedia-Datenbanken. - Elke Achtert; Christian Böhm 001; Stefan Brecheisen; Hans-Peter Kriegel; Peter Kunath; Alexey Pryakhin; Matthias Renz; Matthias Schubert (Datenbank-Spektrum, 2006)

Effective and Efficient Indexing for Large Video Databases. - Christian Böhm 001; Peter Kunath; Alexey Pryakhin; Matthias Schubert (BTW, 2007)

ProVeR: Probabilistic Video Retrieval using the Gauss-Tree. - Christian Böhm 001; Michael Gruber; Peter Kunath; Alexey Pryakhin; Matthias Schubert (ICDE, 2007)

Multi-represented Classification Based on Confidence Estimation. - Johannes Aßfalg; Hans-Peter Kriegel; Alexey Pryakhin; Matthias Schubert (PAKDD, 2007)

Querying Objects Modeled by Arbitrary Probability Distributions. - Christian Böhm 001; Peter Kunath; Alexey Pryakhin; Matthias Schubert (SSTD, 2007)

Future trends in data mining. - Hans-Peter Kriegel; Karsten M. Borgwardt; Peer Kröger; Alexey Pryakhin; Matthias Schubert; Arthur Zimek (Data Min. Knowl. Discov., 2007)

MUSE: Multi-Represented Similarity Estimation. - Hans-Peter Kriegel; Peter Kunath; Alexey Pryakhin; Matthias Schubert (ICDE, 2008)

Angle-based outlier detection in high-dimensional data. - Hans-Peter Kriegel; Matthias Schubert; Arthur Zimek (KDD, 2008)

Distribution-Based Similarity for Multi-represented Multimedia Objects. - Hans-Peter Kriegel; Peter Kunath; Alexey Pryakhin; Matthias Schubert (MMM, 2008)

Statistical Density Prediction in Traffic Networks. - Hans-Peter Kriegel; Matthias Renz; Matthias Schubert; Andreas Züfle (SDM, 2008)

KDD Pipeline. - Hans-Peter Kriegel; Matthias Schubert (Encyclopedia of Database Systems, 2009)

On the impact of flash SSDs on spatial indexing. - Tobias Emrich; Franz Graf 001; Hans-Peter Kriegel; Matthias Schubert; Marisa Thoma (DaMoN, 2010)

Memory-efficient A*-search using sparse embeddings. - Franz Graf 001; Hans-Peter Kriegel; Matthias Renz; Matthias Schubert (GIS, 2010)

Route skyline queries: A multi-preference path planning approach. - Hans-Peter Kriegel; Matthias Renz; Matthias Schubert (ICDE, 2010)

CT slice localization via instance-based regression. - Tobias Emrich; Franz Graf 001; Hans-Peter Kriegel; Matthias Schubert; Marisa Thoma; Alexander Cavallaro (Image Processing, 2010)

PAROS: pareto optimal route selection. - Franz Graf 001; Hans-Peter Kriegel; Matthias Renz; Matthias Schubert (SIGMOD Conference, 2010)

Optimizing All-Nearest-Neighbor Queries with Trigonometric Pruning. - Tobias Emrich; Franz Graf 001; Hans-Peter Kriegel; Matthias Schubert; Marisa Thoma (SSDBM, 2010)

Similarity Estimation Using Bayes Ensembles. - Tobias Emrich; Franz Graf 001; Hans-Peter Kriegel; Matthias Schubert; Marisa Thoma (SSDBM, 2010)

Metric spaces in data mining: applications to clustering. - Hans-Peter Kriegel; Peer Kröger; Matthias Renz; Matthias Schubert (ACM SIGSPATIAL Special, 2010)

LOCAR: local compression of alternative routes. - Matthias Schubert; Hans-Peter Kriegel (GIS, 2011)

2D Image Registration in CT Images Using Radial Image Descriptors. - Franz Graf 001; Hans-Peter Kriegel; Matthias Schubert; Sebastian Pölsterl; Alexander Cavallaro (MICCAI (2), 2011)

Fully automatic detection of the vertebrae in 2D CT images. - Franz Graf 001; Hans-Peter Kriegel; Matthias Schubert; Michael Strukelj; Alexander Cavallaro (Image Processing, 2011)

Region of Interest Queries in CT Scans. - Alexander Cavallaro; Franz Graf 001; Hans-Peter Kriegel; Matthias Schubert; Marisa Thoma (SSTD, 2011)

MARiO: Multi-Attribute Routing in Open Street Map. - Franz Graf 001; Hans-Peter Kriegel; Matthias Renz; Matthias Schubert (SSTD, 2011)

Managing and Mining Multiplayer Online Games. - Hans-Peter Kriegel; Matthias Schubert; Andreas Züfle (SSTD, 2011)

Maximum Gain Round Trips with Cost Constraints - Franz Graf 001; Hans-Peter Kriegel; Matthias Schubert (CoRR, 2011)

Relative location of CT slices on axial axis. - Franz Graf 001; Hans-Peter Kriegel; Matthias Schubert; Sebastian Pölsterl; Alexander Cavallaro (UCI Machine Learning Repository, 2011)

Enhanced detection of the vertebrae in 2D CT-images. - Franz Graf 001; Robert Greil; Hans-Peter Kriegel; Matthias Schubert; Alexander Cavallaro (Image Processing, 2012)

Co-RCA: Unsupervised Distance-Learning for Multi-View Clustering. - Matthias Schubert; Hans-Peter Kriegel (MultiClust@SDM, 2012)

Efficient Traffic Density Prediction in Road Networks Using Suffix Trees. - Hans-Peter Kriegel; Matthias Renz; Matthias Schubert; Andreas Züfle (Künstliche Intell., 2012)

Spatial Game Analytics. - Anders Drachen; Matthias Schubert (Game Analytics, Maximizing the Value of Player Data, 2013)

Spatial game analytics and visualization. - Anders Drachen; Matthias Schubert (CIG, 2013)

Probabilistic parking queries using aging functions. - Gregor Jossé; Matthias Schubert; Hans-Peter Kriegel (SIGSPATIAL/GIS, 2013)

Optimal Distance Bounds for the Mahalanobis Distance. - Tobias Emrich; Gregor Jossé; Hans-Peter Kriegel; Markus Mauder 001; Johannes Niedermayer; Matthias Renz; Matthias Schubert; Andreas Züfle (SISAP, 2013)

Mining Driving Preferences in Multi-cost Networks. - Adrian Balteanu; Gregor Jossé; Matthias Schubert (SSTD, 2013)

Linear Path Skyline Computation in Bicriteria Networks. - Michael Shekelyan; Gregor Jossé; Matthias Schubert; Hans-Peter Kriegel (DASFAA (1), 2014)

Skill-based differences in spatio-temporal team behaviour in defence of the Ancients 2 (DotA 2). - Anders Drachen; Matthew Yancey; John Maguire; Derrek Chu; Iris Yuhui Wang; Tobias Mahlmann; Matthias Schubert; Diego Klabjan (GEM, 2014)

Towards resource route queries with reappearance. - Gregor Jossé; Matthias Schubert (SIGSPATIAL PhD Workshop, 2014)

ParetoPrep: Fast computation of Path Skylines Queries. - Michael Shekelyan; Gregor Jossé; Matthias Schubert (CoRR, 2014)

Probabilistic Resource Route Queries with Reappearance. - Gregor Jossé; Klaus Arthur Schmid; Matthias Schubert (EDBT, 2015)

Linear path skylines in multicriteria networks. - Michael Shekelyan; Gregor Jossé; Matthias Schubert (ICDE, 2015)

EasyEV: Monitoring and Querying System for Electric Vehicle Fleets Using Smart Car Data. - Gregor Jossé; Matthias Schubert; Ludwig Zellner (SSTD, 2015)

Tourismo: A User-Preference Tourist Trip Search Engine. - Gregor Jossé; Klaus Arthur Schmid; Andreas Züfle; Georgios Skoumas; Matthias Schubert; Dieter Pfoser (SSTD, 2015)

ParetoPrep: Efficient Lower Bounds for Path Skylines and Fast Path Computation. - Michael Shekelyan; Gregor Jossé; Matthias Schubert (SSTD, 2015)

Knowledge-Enriched Route Computation. - Georgios Skoumas; Klaus Arthur Schmid; Gregor Jossé; Matthias Schubert; Mario A. Nascimento; Andreas Züfle; Matthias Renz; Dieter Pfoser (SSTD, 2015)

Online template matching over a stream of digitized documents. - Michael Stockerl; Christoph Ringlstetter; Matthias Schubert; Eirini Ntoutsi; Hans-Peter Kriegel (SSDBM, 2015)

Geodata supported classification of patent applications. - Jan Stutzki; Matthias Schubert (GeoRich@SIGMOD, 2016)

Scenic Routes Now: Efficiently Solving the Time-Dependent Arc Orienteering Problem. - Ying Lu 004; Gregor Jossé; Tobias Emrich; Ugur Demiryurek; Matthias Renz; Cyrus Shahabi; Matthias Schubert (CIKM, 2017)

Extracting visited points of interest from vehicle trajectories. - Ilkcan Keles; Matthias Schubert; Peer Kröger; Simonas Saltenis; Christian S. Jensen (GeoRich@SIGMOD, 2017)

On Privacy in Spatio-Temporal Data: User Identification Using Microblog Data. - Erik Seglem; Andreas Züfle; Jan Stutzki; Felix Borutta; Evgheniy Faerman; Matthias Schubert (SSTD, 2017)

Knowledge extraction from crowdsourced data for the enrichment of road networks. - Gregor Jossé; Klaus Arthur Schmid; Andreas Züfle; Georgios Skoumas; Matthias Schubert; Matthias Renz; Dieter Pfoser; Mario A. Nascimento (GeoInformatica, 2017)

Dynamic Resource Routing using Real-Time Information. - Sebastian Schmoll; Matthias Schubert (EDBT, 2018)

A time-inhomogeneous Markov model for resource availability under sparse observations. - Lukas Rottkamp; Matthias Schubert (SIGSPATIAL/GIS, 2018)

Vision paper: reinforcement learning in smart spatio-temporal environments. - Sebastian Schmoll; Matthias Schubert (SIGSPATIAL/GIS, 2018)

Dynamic Resource Routing using Real-Time Dynamic Programming. - Sebastian Schmoll; Matthias Schubert (IJCAI, 2018)

An LSTM Approach to Patent Classification based on Fixed Hierarchy Vectors. - Marawan Shalaby; Jan Stutzki; Matthias Schubert; Stephan Günnemann (SDM, 2018)

Semi-Supervised Learning on Graphs Based on Local Label Distributions. - Evgheniy Faerman; Felix Borutta; Julian Busch; Matthias Schubert (CoRR, 2018)

Diverse nearest neighbors queries using linear skylines. - Camila F. Costa; Mario A. Nascimento; Matthias Schubert (GeoInformatica, 2018)

KDD Pipeline. - Hans-Peter Kriegel; Matthias Schubert (Encyclopedia of Database Systems (2nd ed.), 2018)

Spatial Interpolation with Message Passing Framework. - Evgeniy Faerman; Manuell Rogalla; Niklas Strauß; Adrian Krüger; Benedict Blümel; Max Berrendorf; Michael Fromm 001; Matthias Schubert (ICDM Workshops, 2019)

XD-STOD: Cross-Domain Superresolution for Tiny Object Detection. - Michael Fromm 001; Max Berrendorf; Evgeniy Faerman; Yiyi Chen 002; Balthasar Schüss; Matthias Schubert (ICDM Workshops, 2019)

Scaling the Dynamic Resource Routing Problem. - Sebastian Schmoll; Sabrina Friedl; Matthias Schubert (SSTD, 2019)

Structural Graph Representations based on Multiscale Local Network Topologies. - Felix Borutta; Julian Busch; Evgeniy Faerman; Adina Klink; Matthias Schubert (WI, 2019)

MMGAN: Generative Adversarial Networks for Multi-Modal Distributions. - Teodora Pandeva; Matthias Schubert (CoRR, 2019)

Automated Detection of Conifer Seedlings in Drone Imagery Using Convolutional Neural Networks. - Michael Fromm 001; Matthias Schubert; Guillermo Castilla; Julia Linke; Gregory J. McDermid (Remote. Sens., 2019)

Quantifying the potential of data-driven mobility support systems. - Lukas Rottkamp; Matthias Schubert (IWCTS@SIGSPATIAL, 2020)

Semi-Markov Reinforcement Learning for Stochastic Resource Collection. - Sebastian Schmoll; Matthias Schubert (IJCAI, 2020)

SMART-Env. - Sabrina Friedl; Sebastian Schmoll; Felix Borutta; Matthias Schubert (MDM, 2020)

Ada-LLD: Adaptive Node Similarity Using Multi-Scale Local Label Distributions. - Evgeniy Faerman; Felix Borutta; Julian Busch; Matthias Schubert (WI/IAT, 2020)

Unsupervised Anomaly Detection for X-Ray Images. - Diana Davletshina; Valentyn Melnychuk; Viet Tran; Hitansh Singla; Max Berrendorf; Evgeniy Faerman; Michael Fromm 001; Matthias Schubert (CoRR, 2020)

Learning Self-Expression Metrics for Scalable and Inductive Subspace Clustering. - Julian Busch; Evgeniy Faerman; Matthias Schubert; Thomas Seidl 001 (CoRR, 2020)

Small-Object Detection in Remote Sensing Images with End-to-End Edge-Enhanced GAN and Object Detector Network. - Jakaria Rabbi; Nilanjan Ray; Matthias Schubert; Subir Chowdhury; Dennis Chao (Remote. Sens., 2020)

Efficient Parking Search using Shared Fleet Data. - Niklas Strauß; Lukas Rottkamp; Sebastian Schmoll; Matthias Schubert (MDM, 2021)

MIRA: Multihop Relation Prediction in Temporal Knowledge Graphs. - Christian M. M. Frey; Yunpu Ma; Matthias Schubert (CoRR, 2021)

Conifer Seedling Detection in UAV-Imagery with RGB-Depth Information. - Jason Jooste; Michael Fromm 001; Matthias Schubert (CoRR, 2021)

Correcting Imprecise Object Locations for Training Object Detectors in Remote Sensing Applications. - Maximilian Bernhard; Matthias Schubert (Remote. Sens., 2021)

TempCaps: A Capsule Network-based Embedding Model for Temporal Knowledge Graph Completion. - Guirong Fu; Zhao Meng; Zhen Han 003; Zifeng Ding; Yunpu Ma; Matthias Schubert; Volker Tresp; Roger Wattenhofer (SPNLP@ACL, 2022)

Federated Continual Learning for Text Classification via Selective Inter-client Transfer. - Yatin Chaudhary; Pranav Rai; Matthias Schubert; Hinrich Schütze; Pankaj Gupta 003 (EMNLP (Findings), 2022)

Robust object detection in remote sensing imagery with noisy and sparse geo-annotations. - Maximilian Bernhard; Matthias Schubert (SIGSPATIAL/GIS, 2022)

Efficient on-street parking sensor placement. - Lukas Rottkamp; Matthias Schubert; Niklas Strauß (IWCTS@SIGSPATIAL, 2022)

A Comparison of Ambulance Redeployment Systems on Real-World Data. - Niklas Strauß; Max Berrendorf; Tom Haider; Matthias Schubert (ICDM (Workshops), 2022)

Multi-Modal Contrastive Pre-training for Recommendation. - Zhuang Liu 004; Yunpu Ma; Matthias Schubert; Yuanxin Ouyang; Zhang Xiong 001 (ICMR, 2022)

SEA: Graph Shell Attention in Graph Neural Networks. - Christian M. M. Frey; Yunpu Ma; Matthias Schubert (ECML/PKDD (2), 2022)

Reinforcement Learning for Multi-Agent Stochastic Resource Collection. - Niklas Strauß; David Winkel; Max Berrendorf; Matthias Schubert (ECML/PKDD (4), 2022)

Risk-Aware Reinforcement Learning for Multi-Period Portfolio Selection. - David Winkel; Niklas Strauß; Matthias Schubert; Thomas Seidl 001 (ECML/PKDD (6), 2022)

Box Supervised Video Segmentation Proposal Network. - Tanveer Hannan; Rajat Koner; Jonathan Kobold; Matthias Schubert (CoRR, 2022)

V-Coder: Adaptive AutoEncoder for Semantic Disclosure in Knowledge Graphs. - Christian M. M. Frey; Matthias Schubert (CoRR, 2022)

Robust Object Detection in Remote Sensing Imagery with Noisy and Sparse Geo-Annotations (Full Version). - Maximilian Bernhard; Matthias Schubert (CoRR, 2022)

InstanceFormer: An Online Video Instance Segmentation Framework. - Rajat Koner; Tanveer Hannan; Suprosanna Shit; Sahand Sharifzadeh; Matthias Schubert; Thomas Seidl 001; Volker Tresp (AAAI, 2023)

Simplex Decomposition for Portfolio Allocation Constraints in Reinforcement Learning. - David Winkel; Niklas Strauß; Matthias Schubert; Thomas Seidl 001 (ECAI, 2023)

QNEAT: Natural Evolution of Variational Quantum Circuit Architecture. - Alessandro Giovagnoli; Volker Tresp; Yunpu Ma; Matthias Schubert (GECCO Companion, 2023)

MapFormer: Boosting Change Detection by Using Pre-change Information. - Maximilian Bernhard; Niklas Strauß; Matthias Schubert (ICCV, 2023)

Multi-Spectral Super-Resolution of Thermal Infrared Data Products for Urban Heat Applications. - Christian Mollière; Julia Gottfriedsen; Martin Langer; Patricio Massaro; Christian Soraruf; Matthias Schubert (IGARSS, 2023)

Constrained Portfolio Management Using Action Space Decomposition for Reinforcement Learning. - David Winkel; Niklas Strauß; Matthias Schubert; Yunpu Ma; Thomas Seidl 001 (PAKDD (2), 2023)

DEAR: Dynamic Electric Ambulance Redeployment. - Lukas Rottkamp; Niklas Strauß; Matthias Schubert (SSTD, 2023)

GRAtt-VIS: Gated Residual Attention for Auto Rectifying Video Instance Segmentation. - Tanveer Hannan; Rajat Koner; Maximilian Bernhard; Suprosanna Shit; Bjoern H. Menze; Volker Tresp; Matthias Schubert; Thomas Seidl 001 (CoRR, 2023)

Context Matters: Leveraging Spatiotemporal Metadata for Semi-Supervised Learning on Remote Sensing Images. - Maximilian Bernhard; Tanveer Hannan; Niklas Strauß; Matthias Schubert (ECAI, 2024)

Dying Clusters Is All You Need - Deep Clustering With an Unknown Number of Clusters. - Collin Leiber; Niklas Strauß; Matthias Schubert; Thomas Seidl 001 (ICDM (Workshops), 2024)

GRAtt-VIS: Gated Residual Attention for Video Instance Segmentation. - Tanveer Hannan; Rajat Koner; Maximilian Bernhard; Suprosanna Shit; Bjoern H. Menze; Volker Tresp; Matthias Schubert; Thomas Seidl 001 (ICPR (16), 2024)

Federated Learning for Lane-Change Prediction. - Lilit Yenokyan; William Lindskog-Muenzing; Christian Prehofer; Matthias Schubert (INTSYS, 2024)

Autoregressive Policy Optimization for Constrained Allocation Tasks. - David Winkel; Niklas Strauß; Maximilian Bernhard; Zongyue Li; Thomas Seidl 001; Matthias Schubert (NeurIPS, 2024)

Spatial-Aware Deep Reinforcement Learning for the Traveling Officer Problem. - Niklas Strauß; Matthias Schubert (SDM, 2024)

What's Outside the Intersection? Fine-grained Error Analysis for Semantic Segmentation Beyond IoU. - Maximilian Bernhard; Roberto Amoroso; Yannic Kindermann; Lorenzo Baraldi 001; Rita Cucchiara; Volker Tresp; Matthias Schubert (WACV, 2024)

Multimodal Contrastive Transformer for Explainable Recommendation. - Zhuang Liu 004; Yunpu Ma; Matthias Schubert; Yuanxin Ouyang; Wenge Rong; Zhang Xiong 001 (IEEE Trans. Comput. Soc. Syst., 2024)

CaRaFFusion: Improving 2D Semantic Segmentation With Camera-Radar Point Cloud Fusion and Zero-Shot Image Inpainting. - Huawei Sun; Bora Kunter Sahin; Georg Stettinger; Maximilian Bernhard; Matthias Schubert; Robert Wille (IEEE Robotics Autom. Lett., 2025)