Publications

8 results

2008

Krieger R.:
Efficient density-based methods for knowledge discovery in databases
Dissertation, Fakultät für Mathematik, Informatik und Naturwissenschaften, RWTH Aachen University. (2008) Tag der mündlichen Prüfung: 09.07.2008
[RWTH Bibliothek]
Assent I., Krieger R., Müller E., Seidl T.:
INSCY: Indexing Subspace Clusters with In-Process-Removal of Redundancy
Proc. IEEE International Conference on Data Mining (ICDM 2008), Pisa, Italy P.719-724 (2008) (acceptance rate 20%)
[ICDM 2008]
Assent I., Krieger R., Müller E., Seidl T.:
EDSC: Efficient Density-Based Subspace Clustering
Proc. ACM 17th Conference on Information and Knowledge Management (CIKM 2008), Napa Valley, USA P.1093-1102 (2008) (full paper acceptance rate 17%)
[CIKM 2008]
Assent I., Krieger R., Welter P., Herbers J., Seidl T.:
SubClass: Classification of Multidimensional Noisy Data Using Subspace Clusters
Proc. 12th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2008), Springer LNCS/LNAI, Osaka, Japan P.40-52 (2008)
[PAKDD 2008] [DOI: 10.1007/978-3-540-68125-0_6]
Müller E., Assent I., Krieger R., Jansen T., Seidl T.:
Morpheus: Interactive Exploration of Subspace Clustering
Proc. 14th ACM SIGKDD International Conference on Knowledge Discovery in Databases (KDD 2008), Las Vegas, USA P.1089-1092 (2008) (Demo)
[KDD 2008]
Müller E., Assent I., Steinhausen U., Seidl T.:
OutRank: ranking outliers in high dimensional data
Proc. 2nd International Workshop on Ranking in Databases (DBRank 2008) in conjunction with IEEE 24th International Conference on Data Engineering (ICDE 2008), Cancun, Mexico P.600-603 (2008)
[ICDE 2008 Workshops] [DOI: 10.1109/ICDEW.2008.4498387]
Assent I., Müller E., Krieger R., Jansen T., Seidl T.:
Pleiades: Subspace Clustering and Evaluation
Proc. European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2008), Antwerp, Belgium, Springer LNCS 5212. P.666-671 (2008) (Demo)
[ECML PKKD 2008] [Springer LNCS 5212]
Seidl T., Müller E., Assent I., Steinhausen U.:
Outlier detection and ranking based on subspace clustering
Dagstuhl Seminar 08421 on Uncertainty Management in Information Systems. (2008)
[Dagstuhl seminar 08421] [paper at DROPS]