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2012
49H.-P. Kriegel, M. Petri, M. Schubert, M. Shekelyan, M. Stockerl
Efficient Similarity Search on 3D Bounding Box Annotations
In Proceedings of the SPIE Medical Imaging Conference 2012: Advanced PACS-based Imaging Informatics and Therapeutic Applications (SPIE), San Diego, CA: 8319-10, 2012.
48F. Graf, R. Greil, H.-P. Kriegel, M. Schubert, A. Cavallaro
Enhanced Detection of the Vertebrae in 2D CT-Images
In Proceedings of the SPIE Medical Imaging Conference 2012: Image Processing (SPIE), San Diego, CA, 2012.
2011
47F. Graf, H.-P. Kriegel, M. Schubert, S. Poelsterl, A. Cavallaro
2D Image Registration in CT Images using Radial Image Descriptors
In Medical Image Computing and Computer-Assisted Intervention (MICCAI), Toronto, Canada: 607–614, 2011.
46H.-P. Kriegel, M. Schubert, A. Züfle
Managing and Mining Spatio-Temporal Data in Massive Multiplayer Online Games
In Proceedings of the 12th International Symposium on Spatial and Temporal Databases (SSTD), Minneapolis, MN: 441–444, 2011.
45A. Cavallaro, F. Graf, H.-P. Kriegel, M. Schubert, M. Thoma
Region of Interest Queries in CT Scans
In Proceedings of the 12th International Symposium on Spatial and Temporal Databases (SSTD), Minneapolis, MN: 56–73, 2011.
44F. Graf, H.-P. Kriegel, M. Renz, M. Schubert
MARiO: Multi Attribute Routing in Open Street Map
In Proceedings of the 12th International Symposium on Spatial and Temporal Databases (SSTD), Minneapolis, MN: 486–490, 2011.
43M. Schubert, H.-P. Kriegel
LOCAR: Local Compression of Alternative Routes
In Proceedings of the 19th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (ACM GIS), Chicago, IL, 2011.
42F. Graf, H.-P. Kriegel, S. Pölsterl, M. Schubert, A. Cavallaro
Position Prediction in CT Volume Scans
In Proceedings of the 28th International Conference on Machine Learning (ICML) Workshop on Learning for Global Challenges, Bellevue, Washington, WA, 2011.
41F. Graf, H.-P. Kriegel, M. Schubert, M. Strukelj, A. Cavallaro
Fully automatic detection of the vertebrae in 2D CT images
In Proceedings of the SPIE Medical Imaging Conference 2011: Image Processing (SPIE), Lake Buena Vista, FL, 7962: 79620C, 2011.
40F. Graf, H.-P. Kriegel, M. Schubert
Maximum Gain Round Trips with Cost Constraints
Technical Report, Ludwig-Maximilians-Universität München, Munich, Germany, 2011.
2010
39H.-P. Kriegel, P. Kröger, M. Renz, M. Schubert
Metric spaces in data mining: applications to clustering
journal, 2(2): 36–39, 2010.
38F. Graf, H.-P. Kriegel, M. Renz, M. Schubert
Memory-Efficient A*-Search using Sparse Embeddings
In Proceedings of the 18th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (ACM GIS), San Jose, CA: 462–465, 2010.
37T. Emrich, F. Graf, H.-P. Kriegel, M. Schubert, M. Thoma
Optimizing All-Nearest-Neighbor Queries with Trigonometric Pruning
In Proceedings of the 22nd International Conference on Scientific and Statistical Database Management (SSDBM), Heidelberg, Germany: 501–518, 2010.
36T. Emrich, F. Graf, H.-P. Kriegel, M. Schubert, M. Thoma
Similarity Estimation using Bayes Ensembles
In Proceedings of the 22nd International Conference on Scientific and Statistical Database Management (SSDBM), Heidelberg, Germany: 537–554, 2010.
35M. Schubert, M. Renz, H.-P. Kriegel
Route skyline queries: a multi-preference path planning approach
In Proceedings of the 26th International Conference on Data Engineering (ICDE), Long Beach, CA: 261–272, 2010.
34T. Emrich, F. Graf, H.-P. Kriegel, M. Schubert, M. Thoma
On the Impact of Flash SSDs on Spatial Indexing
In Proceedings of the 6th International Workshop on Data Management on New Hardware (DaMoN), Indianapolis, IN: 3–8, 2010.
33F. Graf, H.-P. Kriegel, M. Renz, M. Schubert
PAROS: Pareto Optimal Route Selection
In Proceedings of the ACM International Conference on Management of Data (SIGMOD), Indianapolis, IN: 1199–1202, 2010.
32T. Emrich, F. Graf, H.-P. Kriegel, M. Schubert, M. Thoma, A. Cavallaro
CT Slice Localization via Instance-Based Regression
In Proceedings of the SPIE Medical Imaging Conference 2010: Image Processing (SPIE), San Diego, CA, 7623: 762320, 2010.
2009
31H.-P. Kriegel, M. Schubert
KDD Pipeline
journal: 1586–1587, 2009.
2008
30H.-P. Kriegel, M. Schubert, A. Zimek
Angle-Based Outlier Detection in High-dimensional Data
In Proceedings of the 14th ACM International Conference on Knowledge Discovery and Data Mining (SIGKDD), Las Vegas, NV: 444–452, 2008.
29H.-P. Kriegel, P. Kunath, A. Pryakhin, M. Schubert
Distribution-Based Similarity for Multi-Represented Multimedia Objects
In Proceedings of the 14th IEEE International MultiMedia Modeling Conference (MMM), Kyoto, Japan: 155–164, 2008.
28H.-P. Kriegel, P. Kunath, A. Pryakhin, M. Schubert
MUSE: Multi-Represented Similarity Estimation
In Proceedings of the 24th International Conference on Data Engineering (ICDE), Cancun, Mexico: 1340–1342, 2008.
27H.-P. Kriegel, M. Renz, M. Schubert, A. Züfle
Statistical Density Prediction in Traffic Networks
In Proceedings of the 8th SIAM International Conference on Data Mining (SDM), Atlanta, GA: 692–703, 2008.
2007
26H.-P. Kriegel, K. M. Borgwardt, P. Kröger, A. Pryakhin, M. Schubert, A. Zimek
Future Trends in Data Mining
Data Mining and Knowledge Discovery, 15(1): 87–97, 2007.
25S. Brecheisen, H.-P. Kriegel, P. Kröger, M. Pfeifle, M. Schubert, A. Zimek
Density-Based Data Analysis and Similarity Search
In V. A. Petrushin, L. Khan (ed.): Multimedia Data Mining and Knowledge Discovery, Springer: 94–115, 2007.
24C. Böhm, P. Kunath, A. Pryakhin, M. Schubert
Querying Objects modeled by Arbitrary Probability Distributions
In Proceedings of the 10th International Symposium on Spatial and Temporal Databases (SSTD), Boston, MA: 294–311, 2007.
23J. Aßfalg, H.-P. Kriegel, A. Pryakhin, M. Schubert
Multi-Represented Classification based on Confidence Estimation
In Proceedings of the 11th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), Nanjing, China: 23–34, 2007.
22C. Böhm, P. Kunath, A. Pryakhin, M. Schubert
Effective and Efficient Indexing for Large Video Databases
In Proceedings of the 12th GI-Fachtagung für Datenbanksysteme in Business, Technologie und Web (BTW), Aachen, Germany: 132–151, 2007.
21C. Böhm, M. Gruber, P. Kunath, A. Pryakhin, M. Schubert
ProVeR: Probabilistic Video Retrieval Using the Gauss-Tree
In Proceedings of the 23rd International Conference on Data Engineering (ICDE), Istanbul, Turkey: 1521–1522, 2007.
2006
20E. Achtert, C. Böhm, S. Brecheisen, H.-P. Kriegel, P. Kunath, A. Pryakhin, M. Renz, M. Schubert
Komplexe Objektbeschreibungen zur Suche in Multimedia-Datenbanken
Datenbank-Spektrum, 6(19): 32–39, 2006.
19H.-P. Kriegel, P. Kröger, M. Pfeifle, S. Brecheisen, M. Pötke, M. Schubert, T. Seidl
Similarity Search for Voxelized CAD Objects
In Z. Ma (ed.): Database Modeling for Industrial Data Management: Emerging Technologies and Applications, Idea Group Inc.: 115–147, 2006.
18S. Brecheisen, M. Gruber, H.-P. Kriegel, M. Schubert
VICO: Visualizing Connected Objects Orderings
In Proceedings of the 10th International Conference on Extending Database Technology (EDBT), Munich, Germany: 1151–1154, 2006.
17H.-P Kriegel, A. Pryakhin, M. Schubert
An EM-Approach for Clustering Multi-Instance Objects
In Proceedings of the 10th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), Singapore: 139–148, 2006.
16E. Achtert, H.-P. Kriegel, A. Pryakhin, M. Schubert
Clustering Multi-Represented Objects Using Combination Trees
In Proceedings of the 10th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), Singapore: 174–178, 2006.
15C. Böhm, A. Pryakhin, M. Schubert
Probabilistic Ranking Queries on Gaussians
In Proceedings of the 18th International Conference on Scientific and Statistical Database Management (SSDBM), Vienna, Austria: 169–178, 2006.
14C. Böhm, A. Pryakhin, M. Schubert
The Gauss-Tree: Efficient Object Identification of Probabilistic Feature Vectors
In Proceedings of the 22nd International Conference on Data Engineering (ICDE), Atlanta, GA: 9, 2006.
13H.-P. Kriegel, A. Pryakhin, M. Schubert, A. Zimek
COSMIC: Conceptually Specified Multi-Instance Clusters
In Proceedings of the 6th IEEE International Conference on Data Mining (ICDM), Hong Kong, China: 917–921, 2006.
12H.-P. Kriegel, M. Schubert
Advanced Prototype Machines: Exploring Prototypes for Classification
In Proceedings of the 6th SIAM International Conference on Data Mining (SDM), Bethesda, MD: 176–188, 2006.
2005
11H.-P. Kriegel, A. Pryakhin, M. Schubert
Multi-represented kNN-Classification for Large Class Sets
In Proceedings of the 10th International Conference on Database Systems for Advanced Applications (DASFAA), Beijing, China: 511–522, 2005.
10H.-P. Kriegel, P. Kröger, A. Pryakhin, M. Schubert
Effective and Efficient Distributed Model-based Clustering
In Proceedings of the 5th IEEE International Conference on Data Mining (ICDM), Houston, TX: 258–265, 2005.
9Y. Huang, K. Yu, M. Schubert, S. Yu, H.-P. Kriegel
Hierarchy-Regularized Latent Semantic Indexing
In Proceedings of the 5th IEEE International Conference on Data Mining (ICDM), Houston, TX: 178–185, 2005.
8E. Achtert, H.-P. Kriegel, A. Pryakhin, M. Schubert
Hierarchical Density-Based Clustering for Multi-Represented Objects
In Workshop on Mining Complex Data (MCD) on the 5th IEEE International Conference on Data Mining (ICDM), Houston, TX: 9, 2005.
2004
7M. Ester, H.-P. Kriegel, M. Schubert
Accurate and Efficient Crawling for Relevant Websites
In Proceedings of the 30th International Conference on Very Large Data Bases (VLDB), Toronto, Canada: 396–407, 2004.
6H.-P. Kriegel, P. Kröger, A. Pryakhin, M. Schubert
Using Support Vector Machines for Classifying Large Sets of Multi-Represented Objects
In Proceedings of the 4th SIAM International Conference on Data Mining (SDM), Lake Buena Vista, FL: 102–114, 2004.
5K. Kailing, H.-P. Kriegel, A. Pryakhin, M. Schubert
Clustering Multi-Represented Objects with Noise
In Proceedings of the 8th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), Sydney, Australia: 394–403, 2004.
4H.-P. Kriegel, M. Schubert
Classification of Websites as Sets of Feature Vectors
In Proceedings of the IASTED International Conference on Databases and Applications (DBA), Innsbruck, Austria: 127–132, 2004.
2003
3H.-P. Kriegel, S. Brecheisen, P. Kröger, M. Pfeifle, M. Schubert
Using Sets of Feature Vectors for Similarity Search on Voxelized CAD Objects
In Proceedings of the ACM International Conference on Management of Data (SIGMOD), San Diego, CA: 587–598, 2003.
2002
2M. Ester, H.-P. Kriegel, M. Schubert
Web Site Mining: A new way to spot Competitors, Customers and Suppliers in the World Wide Web
In Proceedings of the 8th ACM International Conference on Knowledge Discovery and Data Mining (SIGKDD), Edmonton, Alberta: 249–258, 2002.
2000
1C. Böhm, B. Braunmüller, H.-P. Kriegel, M. Schubert
Efficient Similarity Search in Digital Libraries
In Proceedings of the IEEE Advances in Digital Libraries (ADL), Washington, DC: 193–206, 2000.
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