Shao, Junming and Wang, Xinzuo and Yang, Qinli and Plant, Claudia and Böhm, Christian
Synchronization-based scalable subspace clustering of high-dimensional data
Knowl. Inf. Syst., Vol. 52(1), pp. 83-111,
2017. [DIO] Ye, Wei and Zhou, Linfei and Sun, Xin and Plant, Claudia and Böhm, Christian
Attributed Graph Clustering with Unimodal Normalized Cut
Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2017, Skopje, Macedonia, September 18-22, 2017, Proceedings, Part I, pp. 601-616,
2017. [DIO] Mautz, Dominik and Ye, Wei and Plant, Claudia and Böhm, Christian
Towards an Optimal Subspace for K-Means
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13 - 17, 2017, pp. 365-373,
2017. [DIO][PDF] Ye, Wei and Zhou, Linfei and Mautz, Dominik and Plant, Claudia and Böhm, Christian
Learning from Labeled and Unlabeled Vertices in Networks
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13 - 17, 2017, pp. 1265-1274,
2017. [DIO][PDF] Zhou, Linfei and Ye, Wei and Wang, Zhen and Plant, Claudia and Böhm, Christian
Indexing Multiple-Instance Objects
Database and Expert Systems Applications - 28th International Conference, DEXA 2017, Lyon, France, August 28-31, 2017, Proceedings, Part II, pp. 143-157,
2017. [DIO] Zhou, Linfei and Ye, Wei and Wackersreuther, Bianca and Plant, Claudia and Böhm, Christian
Novel Indexing Strategy and Similarity Measures for Gaussian Mixture Models
Database and Expert Systems Applications - 28th International Conference, DEXA 2017, Lyon, France, August 28-31, 2017, Proceedings, Part II, pp. 158-171,
2017. [DIO] Zhou, Linfei and Ye, Wei and Plant, Claudia and Böhm, Christian
Knowledge Discovery of Complex Data Using Gaussian Mixture Models
Big Data Analytics and Knowledge Discovery - 19th International Conference, DaWaK 2017, Lyon, France, August 28-31, 2017, Proceedings, pp. 409-423,
2017. [DIO] Böhm, Christian and Perdacher, Martin and Plant, Claudia
Multi-core K-means
Proceedings of the 2017 SIAM International Conference on Data Mining (SDM), Houston, Texas, USA, 2017.
Zhou, Linfei and Plant, Claudia and Böhm, Christian
Joint Gaussian Based Measures for Multiple-Instance Learning
33rd IEEE International Conference on Data Engineering, ICDE 2017, San Diego, CA, USA, April 19-22, 2017, pp. 203-206,
2017. [DIO] Zhou, Linfei and Ye, Wei and Wackersreuther, Bianca and Plant, Claudia and Böhm, Christian
A Pseudometric for Gaussian Mixture Models
9th International Conference on Advances in Databases, Knowledge, and Data Applications (DBKDA), 2017.
Zhou, Linfei and Wackersreuther, Bianca and Fiedler, Frank and Plant, Claudia and Böhm, Christian
Gaussian Component Based Index for GMMs
IEEE 16th International Conference on Data Mining, ICDM 2016, December 12-15, 2016, Barcelona, Spain, pp. 1365-1370,
2016. [DIO] Ye, Wei and Maurus, Samuel and Hubig, Nina and Plant, Claudia
Generalized Independent Subspace Clustering
IEEE 16th International Conference on Data Mining, ICDM 2016, December 12-15, 2016, Barcelona, Spain, pp. 569-578,
2016. [DIO] Goebl, Sebastian and Tonch, Annika and Böhm,
Christian and Plant, Claudia
MeGS: Partitioning Meaningful Subgraph Structures Using Minimum Description Length
IEEE 16th International Conference on Data Mining, ICDM 2016, December 12-15, 2016, Barcelona, Spain, pp. 889-894,
2016. [DIO] Mautz, Dominik and Böhm, Christian and Plant, Claudia
Subspace Clustering Ensembles through Tensor Decomposition
IEEE International Conference on Data Mining Workshops, ICDM Workshops 2016, December 12-15, 2016, Barcelona, Spain., pp. 1225-1234,
2016. [DIO] Böhm, Christian and Perdacher, Martin and Plant, Claudia
Cache-oblivious loops based on a novel space-filling curve
2016 IEEE International Conference on Big Data, BigData 2016, Washington DC, USA, December 5-8, 2016, pp. 17-26,
2016. [DIO] Zhou, Linfei and Georgii, Elisabeth and Plant, Claudia and Böhm, Christian
Covariate-Related Structure Extraction from Paired Data
Information Technology in Bio- and Medical Informatics - 7th International Conference, ITBAM 2016, Porto, Portugal, September 5-8, 2016, Proceedings, pp. 151-162,
2016. [DIO] Ye, Wei and Goebl, Sebastian and Plant, Claudia and Böhm, Christian
FUSE: Full Spectral Clustering
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, San Francisco, CA, USA, August 13-17, 2016, pp. 1985-1994,
2016. [DIO] Ye, Wei and Wackersreuther, Bianca and Böhm, Christian and Ewers, Michael and Plant, Claudia
IDEA: Integrative Detection of Early-stage Alzheimer’s disease
5th Workshop on Data Mining for Medicine and Healthcare, pp. 32, 2016.
Yang, Qinli and Boehm, Christian and Scholz, Miklas and Plant, Claudia and Shao, Junming
Predicting multiple functions of sustainable flood retention basins under uncertainty via multi-instance multi-label learning
Water, Vol. 7(4), pp. 1359-1377, Multidisciplinary Digital Publishing Institute, 2015.
Mai, Son T. and He, Xiao and Feng, Jing and Plant, Claudia and Böhm, Christian
Anytime Density-based Clustering of Complex Data
Knowl. Inf. Syst., Vol. 45(2), pp. 319-355,
2015. [DIO] Böhm, Christian and Plant, Claudia
Mining Massive Vector Data on Single Instruction Multiple Data Microarchitectures
IEEE International Conference on Data Mining Workshop, ICDMW 2015, Atlantic City, NJ, USA, November 14-17, 2015, pp. 597-606,
2015. [DIO] Winter, Martin and Goebl, Sebastian and
Hubig, Nina and Pleines, Christopher and Böhm, Christian
Development and Evaluation of a Facebook-based Product Advisor for Online Dating Sites
Datenbanksysteme für Business, Technologie und Web (BTW 2015) - Workshopband, 2.-3. März 2015, Hamburg, Germany, pp. 213-222, 2015.
Englmeier, David and Hubig, Nina and Goebl, Sebastian and Böhm, Christian
Musical Similarity Analysis Based on Chroma Features and Text Retrieval Methods
Datenbanksysteme für Business, Technologie und Web (BTW 2015) - Workshopband, 2.-3. März 2015, Hamburg, Germany, pp. 183-192, 2015.
Feng, Jing and He, Xiao and Hubig, Nina and Böhm, Christian and Plant, Claudia
Compression-Based Graph Mining Exploiting Structure Primitives
2013 IEEE 13th International Conference on Data Mining, Dallas, TX, USA, December 7-10, 2013, pp. 181-190,
2013. [DIO] Mai, Son T. and He, Xiao and Hubig, Nina and Plant, Claudia and Böhm, Christian
Active Density-Based Clustering
2013 IEEE 13th International Conference on Data Mining, Dallas, TX, USA, December 7-10, 2013, pp. 508-517,
2013. [DIO] Altinigneli, Can and Plant, Claudia and Böhm, Christian
Massively Parallel Expectation Maximization using Graphics Processing Units
The 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD 2013, Chicago, IL, USA, August 11-14, 2013, pp. 838-846,
2013. [DIO] Mai, Son T. and Feng, Jing and He, Xiao and Böhm, Christian
Efficient Anytime Density-based Clustering
Proceedings of the 13th SIAM International Conference on Data Mining, May 2-4, 2013. Austin, Texas, USA., pp. 112-120,
2013. [DIO] Shao, Junming and He, Xiao and Yang, Qinli and Plant, Claudia and Böhm, Christian
Robust Synchronization-Based Graph Clustering
Advances in Knowledge Discovery and Data Mining, 17th Pacific-Asia Conference, PAKDD 2013, Gold Coast, Australia, April 14-17, 2013, Proceedings, Part I, pp. 249-260,
2013. [DIO] Shao, Junming and He, Xiao and Böhm, Christian and Yang, Qinli and Plant, Claudia
Synchronization-Inspired Partitioning and Hierarchical Clustering
IEEE Trans. Knowl. Data Eng., Vol. 25(4), pp. 893-905,
2013. [DIO]
Feng, Jing and He, Xiao and Konte, Bettina and Böhm, Christian and Plant, Claudia
Summarization-based Mining Bipartite Graphs
The 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD '12, Beijing, China, August 12-16, 2012, pp. 1249-1257,
2012. [DIO] Haegler, Katrin and Fiedler, Frank and Böhm, Christian
Searching Uncertain Data Represented by Non-axis Parallel Gaussian Mixture Models
IEEE 28th International Conference on Data Engineering (ICDE 2012), Washington, DC, USA (Arlington, Virginia), 1-5 April, 2012, pp. 246-257,
2012. [DIO] Böhm, Christian and Khuri, Sami and Lhotská, Lenka and Renda, M. Elena (Eds.)
Information Technology in Bio- and Medical Informatics - Third International Conference, ITBAM 2012, Vienna, Austria, September 4-5, 2012. Proceedings
Lecture Notes in Computer Science, Vol. 7451, Springer,
2012. [DIO] Dorn, Michael and Wackersreuther, Peter and Böhm, Christian
Efficient Comparison of Encrypted Biometric Templates
Trust, Privacy and Security in Digital Business - 9th International Conference, TrustBus 2012, Vienna, Austria, September 3-7, 2012. Proceedings, pp. 129-142,
2012. [DIO] Plant, Claudia and Son, Mai Thai and Shao, Junming and Theis, Fabian J. and Meyer-Baese, Anke and Böhm, Christian
Measuring Non-Gaussianity by Phi-Transformed and Fuzzy Histograms
Adv. Artificial Neural Systems,
2012. [DIO] Shao, Junming and Myers, Nicholas and Yang, Qinli and Feng, Jing and Plant, Claudia and Böhm, Christian and Förstl, Hans and Kurz, Alexander and Zimmer, Claus and Meng, Chun and Riedl, Valentin and Wohlschläger, Afra and Sorg, Christian
Prediction of Alzheimer's Disease using Individual Structural Connectivity Networks
Neurobiology of aging, Vol. 33(12), pp. 2756-2765, Elsevier, 2012.
Haegler, Katrin and Wiesmann, Martin and Böhm, Christian and Freiherr, Jessica and Schnell, Oliver and Brückmann, Hartmut and Tonn, Jörg-Christian and Linn, Jennifer
New Similarity Search based Glioma Grading
Neuroradiology, Vol. 54(8), pp. 829-837, Springer, 2012.
Yang, Qinli and Shao, Junming and Scholz, Miklas and Boehm, Christian and Plant, Claudia
Multi-label Classification Models for Sustainable Flood
Retention Basins
Environmental Modelling & Software, Vol. 32, pp. 27-36, Elsevier, 2012.
Shao, Junming and Plant, Claudia and Yang, Qinli and Böhm, Christian
Detection of Arbitrarily Oriented Synchronized Clusters in High-Dimensional Data
11th IEEE International Conference on Data Mining, ICDM 2011, Vancouver, BC, Canada, December 11-14, 2011, pp. 607-616,
2011. [DIO] Plant, Claudia and Böhm, Christian
INCONCO: Interpretable Clustering of Numerical and Categorical Objects
Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, San Diego, CA, USA, August 21-24, 2011, pp. 1127-1135,
2011. [DIO] Böhm, Christian and Khuri, Sami and Lhotská, Lenka and Pisanti, Nadia (Eds.)
Information Technology in Bio- and Medical Informatics - Second International Conference, ITBAM 2011, Toulouse, France, August 29 - September 2, 2011. Proceedings
Lecture Notes in Computer Science, Vol. 6865, Springer,
2011. [DIO] Hameurlain, Abdelkader and Küng, Josef and Wagner, Roland and Böhm, Christian and Eder, Johann and Plant, Claudia
Database Systems for Bio-medical Applications
Special Issue of Transactions on Large-Scale Data-and Knowledge-Centered Systems (TLDKS), Springer, 2011.
Böhm, Christian and Färber, Ines and Fries, Sergej and Korte, Ulrike and Merkle, Johannes and Oswald, Annahita and Seidl, Thomas and Wackersreuther, Bianca and Wackersreuther, Peter
Efficient Database Techniques for Identification with Fuzzy Vault Templates
BIOSIG 2011 - Proceedings of the Special Interest Group on Biometrics and Electronic Signatures, 08.-09. September 2011 in Darmstadt, Germany, pp. 115-126, 2011.
Böhm, Christian and Feng, Jing and He, Xiao and Mai, Son T. and Plant, Claudia and Shao, Junming
A Novel Similarity Measure for Fiber Clustering using Longest Common Subsequence
Proceedings of the 2011 ACM SIGKDD workshop on Data mining for medicine and healthcare, pp. 1-9, 2011.
Haegler, Katrin and Böhm, Christian
A novel tumor grading technique using functional magnetic resonance imaging
Proceedings of the 2011 workshop on Data mining for medicine and healthcare, pp. 18-26, 2011.
Mueller, Nikola and Haegler, Katrin and Shao, Junming and Plant, Claudia and Böhm, Christian
Weighted Graph Compression for Parameter-free Clustering With PaCCo
Proceedings of the Eleventh SIAM International Conference on Data Mining, SDM 2011, April 28-30, 2011, Mesa, Arizona, USA, pp. 932-943,
2011. [DIO] Busch, Christian and Korte, Ulrike and Abt, Sebastian and Böhm, Christian and Färber, Ines and Fries, Sergej and Merkle, Johannes and Nickel, Claudia and
Nouak, Alexander and Oswald, Annahita and Seidl, Thomas and Wackersreuther, Bianca and Wackersreuther, Peter and Zhou, Xuebing
Biometric Template Protection: Ein Bericht über das Projekt BioKeyS
Datenschutz und Datensicherheit - DuD, Volume 35, Number 3, pp. 183-191, Springer, 2011.
Böhm, Christian and Oswald, Annahita and Richter, Christian and Wackersreuther, Bianca and Wackersreuther, Peter
Genetic Algorithm for Finding Cluster Hierarchies
Database and Expert Systems Applications, pp. 349-363, 2011.
Böhm, Christian and Oswald, Annahita and Sappelt, Felix
JGrid/FCC: A Tool for Efficient Knowledge Extraction from MRI Scans
2011 Database and Expert Systems Applications, DEXA, International Workshops, Toulouse, France, August 29 - Sept. 2, 2011, pp. 81-85,
2011. [DIO] Mueller, Nikola and Krumsiek, Jan and Theis, Fabian J. and Böhm, Christian and Meyer-Bäse, Anke
Gaussian Graphical Modeling Reveals Specific Lipid Correlations in Glioblastoma Cells
SPIE Defense, Security, and Sensing, pp. 805819-805819, 2011.
Böhm, Christian and Färber, Ines and Fries, Sergej and Korte, Ulrike and Merkle, Johannes and Oswald, Annahita and Seidl, Thomas and Wackersreuther, Bianca and Wackersreuther, Peter
Filtertechniken für geschützte biometrische Datenbanken
Proc. 14th GI Conference on Database Systems for Business, Technology, and the Web (BTW 2011), Kaiserslautern, Germany, pp. 379-389, GI, 2011.
Shao, Junming and Hahn, Klaus and Yang, Qinli and Wohlschläger, Afra M. and Böhm, Christian and Myers, Nicholas and Plant, Claudia
Hierarchical Density-Based Clustering of White Matter Tracts in the Human Brain
International Journal of Knowledge Discovery in Bioinformatics (IJKDB), Vol. 1(4), pp. 1-25,
2010. [DIO] IGI Global’s ‘Fourth Annual Excellence in Research Journal Awards’ for the Best Published Journal Article in IJKDB 2010
Plant, Claudia and Böhm, Christian
Database Technology for Life Sciences and Medicine
Science, Engineering, and Biology Informatics, Vol. 6, World Scientific, 2010.
Plant, Claudia and Böhm, Christian
Parallel EM-Clustering: Fast Convergence by Asynchronous Model Updates
ICDMW 2010, The 10th IEEE International Conference on Data Mining Workshops, Sydney, Australia, 13 December 2010, pp. 178-185,
2010. [DIO] Shao, Junming and Hahn, Klaus and Yang, Qinli and Böhm, Christian and Wohlschläger, Afra M. and Myers, Nicholas and Plant, Claudia
Combining Time Series Similarity with Density-Based Clustering to Identify Fiber Bundles in the Human Brain
ICDMW 2010, The 10th IEEE International Conference on Data Mining Workshops, Sydney, Australia, 13 December 2010, pp. 747-754,
2010. [DIO] Best Paper Award
Böhm, Christian and Fiedler, Frank and Oswald, Annahita and Plant, Claudia and Wackersreuther, Bianca and Wackersreuther, Peter
ITCH: Information-Theoretic Cluster Hierarchies
Machine Learning and Knowledge Discovery in Databases, European Conference, ECML PKDD 2010, Barcelona, Spain, September 20-24, 2010, Proceedings, Part I, pp. 151-167,
2010. [DIO] Shao, Junming and Böhm, Christian and Yang, Qinli and Plant, Claudia
Synchronization Based Outlier Detection
Machine Learning and Knowledge Discovery in Databases, European Conference, ECML PKDD 2010, Barcelona, Spain, September 20-24, 2010, Proceedings, Part III, pp. 245-260,
2010. [DIO] Plant, Claudia and Theis, Fabian J. and Meyer-Bäse, Anke and Böhm, Christian
Information-Theoretic Model Selection for Independent Components
Latent Variable Analysis and Signal Separation - 9th International Conference, LVA/ICA 2010, St. Malo, France, September 27-30, 2010. Proceedings, pp. 254-262,
2010. [DIO] Theis, Fabian J. and Müller, Nikola S. and Plant, Claudia and Böhm, Christian
Robust Second-Order Source Separation Identifies Experimental Responses in Biomedical Imaging
Latent Variable Analysis and Signal Separation - 9th International Conference, LVA/ICA 2010, St. Malo, France, September 27-30, 2010. Proceedings, pp. 466-473,
2010. [DIO] Böhm, Christian and Plant, Claudia and Shao, Junming and Yang, Qinli
Clustering by Synchronization
Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, July 25-28, 2010, pp. 583-592,
2010. [DIO] Wackersreuther, Bianca and Wackersreuther, Peter and Oswald, Annahita and Böhm, Christian and Borgwardt, Karsten M.
Frequent Subgraph Discovery in Dynamic Networks
Proceedings of the Eighth Workshop on Mining and Learning with Graphs, MLG '10, Washington, D.C., USA, July 24-25, 2010, pp. 155-162,
2010. [DIO] Böhm, Christian and Goebl, Sebastian and Oswald, Annahita and Plant, Claudia and Plavinski, Michael and Wackersreuther, Bianca
Integrative Parameter-Free Clustering of Data with Mixed Type Attributes
Advances in Knowledge Discovery and Data Mining, 14th Pacific-Asia Conference, PAKDD 2010, Hyderabad, India, June 21-24, 2010. Proceedings. Part I, pp. 38-47,
2010. [DIO] Böhm, Christian and Oswald, Annahita and Plant, Claudia and Plavinski, Michael and Wackersreuther, Bianca
SkyDist: Data Mining on Skyline Objects
Advances in Knowledge
Discovery and Data Mining, 14th Pacific-Asia Conference, PAKDD 2010, Hyderabad, India, June 21-24, 2010. Proceedings. Part I, pp. 461-470,
2010. [DIO] Wackersreuther, Bianca and Oswald, Annahita and Wackersreuther, Peter and Shao, Junming and Borgwardt, Karsten M.
Graph Mining on Brain Co-Activation Networks
In Database Technology for Life Sciences and Medicine, World Scientific, 2010.
Plant, Claudia and Teipel, Stefan J. and Oswald, Annahita and Böhm, Christian and Meindl, Thomas and Miranda, Janaina Mourão and Bokde, Arun L. W. and Hampel, Harald and Ewers, Michael
Automated Detection of Brain Atrophy Patterns based on MRI for the Prediction of Alzheimer's Disease
NeuroImage, Vol. 50(1), pp. 162-174,
2010. [DIO]
Böhm, Christian and Fiedler, Frank and Oswald, Annahita and Plant, Claudia and Wackersreuther, Bianca
Probabilistic Skyline Queries
Proceedings of the 18th ACM Conference on Information and Knowledge Management, pp. 651-660, ACM,
2009. [DIO] Böhm, Christian and Noll, Robert and Plant, Claudia and Wackersreuther, Bianca
Density-based Clustering using Graphics Processors
Proceedings of the 18th ACM Conference on Information and Knowledge Management, CIKM 2009, Hong Kong, China, November 2-6, 2009, pp. 661-670,
2009. [DIO] Böhm, Christian and Fiedler, Frank and Pfeifle, P.
Skyline Operators for Existentially Uncertain Data
ACM GIS International Workshop on Querying and Mining Uncertain Spatio-Temporal Data (QUeST), 2009.
Böhm, Christian and Noll, Robert and Plant, Claudia and Wackersreuther, Bianca and Zherdin, Andrew
Data Mining Using Graphics Processing Units
Trans. Large-Scale Data- and Knowledge-Centered Systems, Vol. 1, pp. 63-90,
2009. [DIO] Oswald, Annahita and Wackersreuther, Bianca
Motif Discovery in Brain Networks of Patients with Somatoform Pain Disorder
Database and Expert Systems Applications, DEXA, International Workshops, Linz, Austria, August 31-September 4, 2009, Proceedings, pp. 328-332,
2009. [DIO] Böhm, Christian and Haegler, Katrin and Müller, Nikola S. and Plant, Claudia
CoCo: Coding Cost for Parameter-free Outlier Detection
Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28 - July 1, 2009, pp. 149-158,
2009. [DIO] Plant, Claudia and Böhm, Christian
Novel Trends in Clustering
Evolving Application Domains of Data Warehousing and Mining: Trends and Solutions: Trends and Solutions, pp. 29, IGI Global, 2009.
Böhm, Christian and Läer, L. and Plant, Claudia and Zherdin, Andrew
Model-based Classification of Data with Time Series Valued Attributes
Datenbanksysteme in Business, Technologie und Web (BTW 2009), 13. Fachtagung des GI-Fachbereichs "Datenbanken und Informationssysteme" (DBIS), Proceedings, 2.-6. März 2009, Münster, Germany, pp. 287-296, 2009.
Böhm, Christian and Noll, Robert and Plant, Claudia and Zherdin, Andrew
Indexsupported Similarity Join on Graphics Processors
Datenbanksysteme in Business, Technologie und Web (BTW 2009), 13. Fachtagung des GI-Fachbereichs "Datenbanken und Informationssysteme" (DBIS), Proceedings, 2.-6. März 2009, Münster, Germany, pp. 57-66, 2009.
Böhm, Christian and Plant, Claudia
High Dimensional Indexing
Encyclopedia of Database Systems, pp. 1309-1314, Springer,
2009. [DIO]
Böhm, Christian
Pyramid Technique
Encyclopedia of Geographical Information Science, pp. 929-930,
2008. [DIO] Achtert, Elke and Böhm, Christian and David, Jörn and Kröger, Peer and Zimek, Arthur
Global Correlation Clustering Based on the Hough Transform
Statistical Analysis and Data Mining, Vol. 1(3), pp. 111-127,
2008. [DIO] Böhm, Christian and Faloutsos, Christos and Plant, Claudia
Outlier-robust Clustering using Independent Components
Proceedings of the ACM SIGMOD International Conference on Management of Data, SIGMOD 2008, Vancouver, BC, Canada, June 10-12, 2008, pp. 185-198,
2008. [DIO] Böhm, Christian and Oswald, Annahita and Plant, Claudia and Wackersreuther, Bianca
A Data-Mining Framework for Classification of High Resolution Magnetic Resonance Images
Workshop Proceedings Knowledge Discovery in Databases (KDD 2008), 2008.
Achtert, Elke and Böhm, Christian and David, Jörn and Kröger, Peer and Zimek, Arthur
Robust Clustering in Arbitrarily Oriented Subspaces
Proceedings of the SIAM International Conference on Data Mining, SDM 2008, April 24-26, 2008, Atlanta, Georgia, USA, pp. 763-774,
2008. [DIO] Best Paper Honorable Mention Award
Böhm, Christian and Plant, Claudia
HISSCLU: A Hierarchical Density-based Method for Semi-Supervised Clustering
EDBT 2008, 11th International Conference on Extending Database Technology, Nantes, France, March 25-29, 2008, Proceedings, pp. 440-451,
2008. [DIO]
Böhm, Christian and Faloutsos, Christos and Pan, Jia-Yu and Plant, Claudia
RIC: Parameter-free Noise-robust Clustering
TKDD, Vol. 1(3), pp. 10,
2007. [DIO] Achtert, Elke and Böhm, Christian and Kriegel, Hans-Peter and Kröger, Peer and Zimek, Arthur
Robust, Complete, and Efficient Correlation Clustering
Proceedings of the Seventh SIAM International Conference on Data Mining, April 26-28, 2007, Minneapolis, Minnesota, USA, pp. 413-418,
2007. [DIO] Achtert, Elke and Böhm, Christian and Kriegel, Hans-Peter and Kröger, Peer and Müller-Gorman, Ina and Zimek, Arthur
Detection and Visualization of Subspace Cluster Hierarchies
Advances in Databases: Concepts, Systems and Applications, 12th International Conference on Database Systems for Advanced Applications, DASFAA 2007, Bangkok, Thailand, April 9-12, 2007, Proceedings, pp. 152-163,
2007. [DIO] Achtert, Elke and Böhm, Christian and Kriegel, Hans-Peter and Kröger, Peer and Zimek, Arthur
On Exploring Complex Relationships of Correlation Clusters
19th International Conference on Scientific and Statistical Database Management, SSDBM 2007, 9-11 July 2007, Banff, Canada, Proceedings, pp. 7,
2007. [DIO] Achtert, Elke and Böhm, Christian and Kröger, Peer and Kunath, Peter and Pryakhin, Alexey and Renz, Matthias
Efficient Reverse k-Nearest Neighbor Estimation
Inform., Forsch. Entwickl., Vol. 21(3-4), pp. 179-195,
2007. [DIO] Böhm, Christian and Kunath, Peter and Pryakhin, Alexey and Schubert, Matthias
Querying Objects Modeled by Arbitrary Probability Distributions
Advances in Spatial and Temporal Databases, 10th International Symposium, SSTD 2007, Boston, MA, USA, July 16-18, 2007, Proceedings, pp. 294-311,
2007. [DIO] Böhm, Christian and Ooi, Beng Chin and Plant, Claudia and Yan, Ying
Efficiently Processing Continuous k-NN Queries on Data Streams
Proceedings of the 23rd International Conference on Data Engineering, ICDE 2007, The Marmara Hotel, Istanbul, Turkey, April 15-20, 2007, pp. 156-165,
2007. [DIO] Böhm, Christian and Gruber, Michael and Kunath, Peter and Pryakhin, Alexey and Schubert, Matthias
ProVeR: Probabilistic Video Retrieval using the Gauss-Tree
Proceedings of the 23rd International Conference on Data Engineering, ICDE 2007, The Marmara Hotel, Istanbul, Turkey, April 15-20, 2007, pp. 1521-1522,
2007. [DIO] Böhm, Christian and Kunath, Peter and Pryakhin, Alexey and Schubert, Matthias
Effective and Efficient Indexing for Large Video Databases
Datenbanksysteme in Business, Technologie und Web (BTW 2007), 12. Fachtagung des GI-Fachbereichs "Datenbanken und Informationssysteme" (DBIS), Proceedings, 7.-9. März 2007, Aachen, Germany, pp. 132-151, 2007.
Achtert, Elke and Böhm, Christian and Kröger, Peer and Kunath, Peter and Pryakhin, Alexey and Renz, Matthias
Efficient Reverse k-Nearest Neighbor Estimation
Datenbanksysteme in Business, Technologie und Web (BTW 2007), 12. Fachtagung des GI-Fachbereichs "Datenbanken und Informationssysteme" (DBIS), Proceedings, 7.-9. März 2007, Aachen, Germany, pp. 344-363, 2007.
Ioannidis, Yannis E. and Scholl, Marc H. and Schmidt, Joachim W. and Matthes, Florian and Hatzopoulos, Michael and Böhm, Klemens and Kemper, Alfons and Grust, Torsten and Böhm, Christian (Eds.)
Proceedings of Advances in Database Technology - EDBT
10th International Conference on Extending Database Technology, Munich, Germany, March 26-31, 2006
Lecture Notes in Computer Science, Vol. 3896, Springer,
2006. [DIO] Achtert, Elke and Böhm, Christian and Kröger, Peer and Kunath, Peter and Pryakhin, Alexey and Renz, Matthias
Approximate reverse k-nearest neighbor queries in general metric spaces
Proceedings of the 2006 ACM CIKM International Conference on Information and Knowledge Management, Arlington, Virginia, USA, November 6-11, 2006, pp. 788-789,
2006. [DIO] Böhm, Christian and Pryakhin, Alexey and Schubert, Matthias
The Gauss-Tree: Efficient Object Identification in Databases of Probabilistic Feature Vectors
Proceedings of the 22nd International Conference on Data Engineering, ICDE 2006, 3-8 April 2006, Atlanta, GA, USA, pp. 9,
2006. [DIO] Achtert, Elke and Böhm, Christian and Kriegel, Hans-Peter and Kröger, Peer and Zimek, Arthur
Deriving quantitative models for correlation clusters
Proceedings of the Twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Philadelphia, PA, USA, August 20-23, 2006, pp. 4-13,
2006. [DIO] Achtert, Elke and Böhm, Christian and Brecheisen, Stefan and Kriegel, Hans-Peter and Kunath, Peter and Pryakhin, Alexey and Renz, Matthias and Schubert, Matthias
Komplexe Objektbeschreibungen zur Suche in Multimedia-Datenbanken
Datenbank-Spektrum, Vol. 19, pp. 32-39, 2006.
Böhm, Christian and Faloutsos, Christos and Pan, Jia-Yu and Plant, Claudia
Robust information-theoretic clustering
Proceedings of the Twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Philadelphia, PA, USA, August 20-23, 2006, pp. 65-75,
2006. [DIO] Achtert, Elke and Böhm, Christian and Kröger, Peer
DeLi-Clu: Boosting Robustness, Completeness, Usability, and Efficiency of Hierarchical Clustering by a Closest Pair Ranking
Advances in Knowledge Discovery and Data Mining, 10th Pacific-Asia Conference, PAKDD 2006, Singapore, April 9-12, 2006, Proceedings, pp. 119-128,
2006. [DIO] Achtert, Elke and Böhm, Christian and Kriegel, Hans-Peter and Kröger, Peer and Müller-Gorman, Ina and Zimek, Arthur
Finding Hierarchies of Subspace Clusters
Knowledge Discovery in Databases: PKDD 2006, 10th European Conference on Principles and Practice of Knowledge Discovery in Databases, Berlin, Germany, September 18-22, 2006, Proceedings, pp. 446-453,
2006. [DIO] Achtert, Elke and Böhm, Christian and Kröger, Peer and Kunath, Peter and Pryakhin, Alexey and Renz, Matthias
Efficient reverse k-nearest neighbor search in arbitrary metric spaces
Proceedings of the ACM SIGMOD International Conference on Management of Data, Chicago, Illinois, USA, June 27-29, 2006, pp. 515-526,
2006. [DIO] Achtert, Elke and Böhm, Christian and Kröger, Peer and Zimek, Arthur
Mining Hierarchies of Correlation Clusters
18th International Conference on Scientific and Statistical Database Management, SSDBM 2006, 3-5 July 2006, Vienna, Austria, Proceedings, pp. 119-128,
2006. [DIO] Böhm, Christian and Pryakhin, Alexey and Schubert, Matthias
Probabilistic Ranking Queries on Gaussians
18th International Conference on Scientific and Statistical Database Management, SSDBM 2006, 3-5 July 2006, Vienna, Austria, Proceedings, pp. 169-178,
2006. [DIO] Plant, Claudia and Böhm, Christian and Tilg, Bernhard and Baumgartner, Christian
Enhancing instance-based classification with local density: a new algorithm for classifying unbalanced biomedical data
Bioinformatics, Vol. 22(8), pp. 981-988,
2006. [DIO] Plant, Claudia and Böhm, Christian and Tilg, Bernhard and Baumgartner, Christian
Enhancing Instance-based Classification on High-throughput MS/MS Data: Metabolic Syndrome as an Example
Gemeinsame Jahrestagung der Deutschen, Österreichischen und Schweizerischen Gesellschaft für Biomedizinische Technik (BMT), 2006.
Baumgartner, Christian and Böhm, Christian and Baumgartner, Daniela and Marini, G. and Weinberger, Klaus and Olgemöller, B. and Liebl, B. and Roscher, A. A.
Supervised machine learning techniques for the classification of metabolic disorders in newborns
IMIA Yearbook of Medical Informatics, 2006.
Achtert, Elke and Schwald, Dominik
FIS-by-Step: Visualization of the
Fast Index Scan for Nearest Neighbor Queries
Advances in Database Technology - EDBT 2006, 10th International Conference on Extending Database Technology, Munich, Germany, March 26-31, 2006, Proceedings, pp. 1182-1185,
2006. [DIO] Achtert, Elke and Kriegel, Hans-Peter and Pryakhin, Alexey and Schubert, Matthias
Clustering Multi-represented Objects Using Combination Trees
Advances in Knowledge Discovery and Data Mining, 10th Pacific-Asia Conference, PAKDD 2006, Singapore, April 9-12, 2006, Proceedings, pp. 174-178,
2006. [DIO]
Achtert, Elke and Kriegel, Hans-Peter and Pryakhin, Alexey and Schubert, Matthias
Hierarchical density-based clustering for multi-represented objects
Workshop on Mining Complex Data (MCD’05), ICDM, Houston, TX. Institute for Computer Science, University of Munich, 2005.
Achtert, Elke and Böhm, Christian and Kriegel, Hans-Peter and Kröger, Peer
Online Hierarchical Clustering in a Data Warehouse Environment
Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005), 27-30 November 2005, Houston, Texas, USA, pp. 10-17,
2005. [DIO] Böhm, Christian and Kriegel, Hans-Peter and Kröger, Peer and Linhart, Petra
Selectivity Estimation of High Dimensional Window Queries via Clustering
Advances in Spatial and Temporal Databases, 9th International Symposium, SSTD 2005, Angra dos Reis, Brazil, August 22-24, 2005, Proceedings, pp. 1-18,
2005. [DIO] Baumgartner, Christian and Böhm, Christian and Baumgartner, Daniela
Modelling of classification rules on metabolic patterns including machine learning and expert knowledge
Journal of Biomedical Informatics, Vol. 38(2), pp. 89-98,
2005. [DIO] Baumgartner, Christian and Gautsch, Kurt and Böhm, Christian and Felber, Stephan
Functional Cluster Analysis of CT Perfusion Maps: A New Tool for Diagnosis of Acute Stroke?
J. Digital Imaging, Vol. 18(3), pp. 219-226,
2005. [DIO] Baumgartner, Christian and Böhm, Christian and Baumgartner, Daniela
Modelling of classification rules on metabolic patterns including machine learning and expert knowledge
Journal of Biomedical Informatics, Vol. 38(2), pp. 89-98,
2005. [DIO]
Böhm, Christian and Kailing, Karin and Kriegel, Hans-Peter and Kröger, Peer
Density Connected Clustering with Local Subspace Preferences
Proceedings of the 4th IEEE International Conference on Data Mining (ICDM 2004), 1-4 November 2004, Brighton, UK, pp. 27-34,
2004.
[DIO] Böhm, Christian and Kailing, Karin and Kröger, Peer and Zimek, Arthur
Computing Clusters of Correlation Connected Objects
Proceedings of the ACM SIGMOD International Conference on Management of Data, Paris, France, June 13-18, 2004, pp. 455-466,
2004. [DIO] Baumgartner, Christian and Böhm, Christian and Baumgartner, Daniela and Marini, G. and Weinberger, Klaus and Olgemöller, B. and Liebl, B. and Roscher, A. A.
Supervised machine learning techniques for the classification of metabolic disorders in newborns
Bioinformatics, Vol. 20(17), pp. 2985-2996,
2004. [DIO] Böhm, Christian and Kailing, Karin and Kröger, Peer and Kriegel, Hans-Peter
Immer größere und komplexere Datenmengen: Herausforderungen für Clustering-Algorithmen
Datenbank-Spektrum, Vol. 9, pp. 11-17, 2004.
Böhm, Christian and Krebs, Florian
The k-Nearest Neighbour Join: Turbo Charging the KDD Process
Knowl. Inf. Syst., Vol. 6(6), pp. 728-749, 2004.
Baumgartner, Christian and Baumgartner, Daniela and Böhm, Christian
Classification on high dimensional metabolic data: Phenylketonuria as an example
IASTED Proceedings of 2nd International Conference on Biomedical Engineering (BioMED 2004, 2004.
Böhm, Christian
Powerful Database Support for High Performance Data Mining
Habilitation thesis, University of Munich, 2001
Böhm, Christian and Kriegel, Hans-Peter
Determining the Convex Hull in Large Multidimensional Databases
Data Warehousing and Knowledge Discovery, Third International Conference, DaWaK 2001, Munich, Germany, September 5-7, 2001, Proceedings, pp. 294-306,
2001. [DIO] Böhm, Christian and Kriegel, Hans-Peter and Seidl, Thomas
Adaptable Similarity Search Using Vector Quantization
Data Warehousing and Knowledge Discovery, Third International Conference, DaWaK 2001, Munich, Germany, September 5-7, 2001, Proceedings, pp. 317-327,
2001. [DIO] Böhm, Christian and Kriegel, Hans-Peter
A Cost Model and Index Architecture for the Similarity Join
Proceedings of the 17th International Conference on Data Engineering, April 2-6, 2001, Heidelberg, Germany, pp. 411-420,
2001. [DIO] Böhm, Christian
The Similarity Join: A Powerful Database Primitive for High Performance Data Mining
Tutorial at the IEEE Int. Conf. on Data Engineering (ICDE), 2001.
Berchtold, Stefan and Böhm, Christian and Keim, Daniel A. and Krebs, Florian and Kriegel, Hans-Peter
On Optimizing Nearest Neighbor Queries in High-Dimensional Data Spaces
Database Theory - ICDT 2001, 8th International Conference, London, UK, January 4-6, 2001, Proceedings., pp. 435-449,
2001. [DIO] Böhm, Christian and Braunmüller, Bernhard and Krebs, Florian and Kriegel, Hans-Peter
Epsilon Grid Order: An Algorithm for the Similarity Join on Massive High-Dimensional Data
Proceedings of the 2001 ACM SIGMOD international conference on Management of data, Santa Barbara, CA, USA, May 21-24, 2001, pp. 379-388,
2001. [DIO] Böhm, Christian and Berchtold, Stefan and Keim, Daniel A.
Searching in high-dimensional spaces: Index
structures for improving the performance of multimedia databases
ACM Comput. Surv., Vol. 33(3), pp. 322-373,
2001. [DIO]
Böhm, Christian and Braunmüller, Bernhard and Kriegel, Hans-Peter and Schubert, Matthias
Efficient Similarity Search in Digital Libraries
Proceedings of IEEE Advances in Digital Libraries 2000 (ADL 2000), Washington, DC, USA, May 22-24, 2000, pp. 193-199,
2000. [DIO] Böhm, Christian and Braunmüller, Bernhard and Breunig, Markus M. and Kriegel, Hans-Peter
High Performance Clustering Based on the Similarity Join
Proceedings of the 2000 ACM CIKM International Conference on Information and Knowledge Management, McLean, VA, USA, November 6-11, 2000, pp. 298-305,
2000. [DIO] Berchtold, Stefan and Böhm, Christian and Keim, Daniel A. and Kriegel, Hans-Peter and Xu, Xiaowei
Optimal Multidimensional Query Processing Using Tree Striping
Data Warehousing and Knowledge Discovery, Second International Conference, DaWaK 2000, London, UK, September 4-6, 2000, Proceedings, pp. 244-257,
2000. [DIO] Böhm, Christian and Braunmüller, Bernhard and Breunig, Markus M. and Kriegel, Hans-Peter
High Performance Clustering Based on the Similarity Join
Proceedings of the 2000 ACM CIKM International Conference on Information and Knowledge Management, McLean, VA, USA, November 6-11, 2000, pp. 298-305,
2000. [DIO] Böhm, Christian and Braunmüller, Bernhard and Kriegel, Hans-Peter
The Pruning Power: Theory and Heuristics for Mining Databases with Multiple k-Nearest-Neighbor Queries
Data Warehousing and Knowledge Discovery, Second International Conference, DaWaK 2000, London, UK, September 4-6, 2000, Proceedings, pp. 372-381,
2000. [DIO] Böhm, Christian and Kriegel, Hans-Peter
Dynamically Optimizing High-Dimensional Index Structures
Advances in Database Technology - EDBT 2000, 7th International Conference on Extending Database Technology, Konstanz, Germany, March 27-31, 2000, Proceedings, pp. 36-50,
2000. [DIO] Berchtold, Stefan and Böhm, Christian and Jagadish, H. V. and Kriegel, Hans-Peter and Sander, Jörg
Independent Quantization: An Index Compression Technique for High-Dimensional Data Spaces
Proceedings of the 16th International Conference on Data Engineering, San Diego, California, USA, February 28 - March 3, 2000, pp. 577-588,
2000. [DIO] Böhm, Christian
A cost model for query processing in high dimensional data spaces
ACM Trans. Database Syst., Vol. 25(2), pp. 129-178,
2000. [DIO] Böhm, Christian and Berchtold, Stefan and Kriegel, Hans-Peter and Michel, Urs
Multidimensional Index Structures in Relational Databases
J. Intell. Inf. Syst., Vol. 15(1), pp. 51-70,
2000. [DIO]
