Claudia Plant
Claudia Plant
Professor for Computer Science, head of research group Data Mining at University of Vienna
Verified email at univie.ac.at - Homepage
TitleCited byYear
Automated detection of brain atrophy patterns based on MRI for the prediction of Alzheimer's disease
C Plant, SJ Teipel, A Oswald, C Böhm, T Meindl, J Mourao-Miranda, ...
Neuroimage 50 (1), 162-174, 2010
2462010
Decoding an individual's sensitivity to pain from the multivariate analysis of EEG data
E Schulz, A Zherdin, L Tiemann, C Plant, M Ploner
Cerebral cortex 22 (5), 1118-1123, 2012
1172012
Density-based clustering using graphics processors
C Böhm, R Noll, C Plant, B Wackersreuther
Proceedings of the 18th ACM conference on Information and knowledge …, 2009
922009
Subspace selection for clustering high-dimensional data
C Baumgartner, C Plant, K Railing, HP Kriegel, P Kroger
Fourth IEEE International Conference on Data Mining (ICDM'04), 11-18, 2004
812004
Clustering by synchronization
C Böhm, C Plant, J Shao, Q Yang
Proceedings of the 16th ACM SIGKDD international conference on Knowledge …, 2010
722010
Robust automated detection of microstructural white matter degeneration in Alzheimer’s disease using machine learning classification of multicenter DTI data
M Dyrba, M Ewers, M Wegrzyn, I Kilimann, C Plant, A Oswald, T Meindl, ...
PloS one 8 (5), 2013
692013
Robust information-theoretic clustering
C Böhm, C Faloutsos, JY Pan, C Plant
Proceedings of the 12th ACM SIGKDD international conference on Knowledge …, 2006
682006
Outlier-robust clustering using independent components
C Böhm, C Faloutsos, C Plant
Proceedings of the 2008 ACM SIGMOD international conference on Management of …, 2008
632008
Efficiently processing continuous k-nn queries on data streams
C Bohm, BC Ooi, C Plant, Y Yan
2007 IEEE 23rd International Conference on Data Engineering, 156-165, 2007
602007
Synchronization-inspired partitioning and hierarchical clustering
J Shao, X He, C Böhm, Q Yang, C Plant
IEEE Transactions on Knowledge and Data Engineering 25 (4), 893-905, 2012
522012
Prediction of Alzheimer's disease using individual structural connectivity networks
J Shao, N Myers, Q Yang, J Feng, C Plant, C Böhm, H Förstl, A Kurz, ...
Neurobiology of aging 33 (12), 2756-2765, 2012
492012
HISSCLU: a hierarchical density-based method for semi-supervised clustering
C Böhm, C Plant
Proceedings of the 11th international conference on Extending database …, 2008
432008
Probabilistic skyline queries
C Böhm, F Fiedler, A Oswald, C Plant, B Wackersreuther
Proceedings of the 18th ACM conference on Information and knowledge …, 2009
422009
CoCo: coding cost for parameter-free outlier detection
C Böhm, K Haegler, NS Müller, C Plant
Proceedings of the 15th ACM SIGKDD international conference on Knowledge …, 2009
342009
Anytime density-based clustering of complex data
ST Mai, X He, J Feng, C Plant, C Böhm
Knowledge and Information Systems 45 (2), 319-355, 2015
302015
Data mining using graphics processing units
C Böhm, R Noll, C Plant, B Wackersreuther, A Zherdin
Transactions on Large-Scale Data-and Knowledge-Centered Systems I, 63-90, 2009
272009
Active density-based clustering
ST Mai, X He, N Hubig, C Plant, C Böhm
2013 IEEE 13th International Conference on Data Mining, 508-517, 2013
262013
Combining DTI and MRI for the automated detection of Alzheimer’s disease using a large European multicenter dataset
M Dyrba, M Ewers, M Wegrzyn, I Kilimann, C Plant, A Oswald, T Meindl, ...
International Workshop on Multimodal Brain Image Analysis, 18-28, 2012
242012
Inconco: interpretable clustering of numerical and categorical objects
C Plant, C Böhm
Proceedings of the 17th ACM SIGKDD international conference on Knowledge …, 2011
232011
Enhancing instance-based classification with local density: a new algorithm for classifying unbalanced biomedical data
C Plant, C Böhm, B Tilg, C Baumgartner
Bioinformatics 22 (8), 981-988, 2006
232006
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Articles 1–20