Martin Ester
Martin Ester
Professor of Computer Science, Simon Fraser University
Verified email at cs.sfu.ca - Homepage
TitleCited byYear
A density-based algorithm for discovering clusters in large spatial databases with noise.
M Ester, HP Kriegel, J Sander, X Xu
Kdd 96 (34), 226-231, 1996
153961996
Density-based clustering in spatial databases: The algorithm gdbscan and its applications
J Sander, M Ester, HP Kriegel, X Xu
Data mining and knowledge discovery 2 (2), 169-194, 1998
12921998
PSORTb 3.0: improved protein subcellular localization prediction with refined localization subcategories and predictive capabilities for all prokaryotes
NY Yu, JR Wagner, MR Laird, G Melli, S Rey, R Lo, P Dao, SC Sahinalp, ...
Bioinformatics 26 (13), 1608-1615, 2010
12742010
A matrix factorization technique with trust propagation for recommendation in social networks
M Jamali, M Ester
Proceedings of the fourth ACM conference on Recommender systems, 135-142, 2010
10252010
Density-based clustering over an evolving data stream with noise
F Cao, M Estert, W Qian, A Zhou
Proceedings of the 2006 SIAM international conference on data mining, 328-339, 2006
9092006
Trustwalker: a random walk model for combining trust-based and item-based recommendation
M Jamali, M Ester
Proceedings of the 15th ACM SIGKDD international conference on Knowledge …, 2009
8572009
PSORTb v. 2.0: expanded prediction of bacterial protein subcellular localization and insights gained from comparative proteome analysis
JL Gardy, MR Laird, F Chen, S Rey, CJ Walsh, M Ester, FSL Brinkman
Bioinformatics 21 (5), 617-623, 2004
7862004
Frequent term-based text clustering
F Beil, M Ester, X Xu
Proceedings of the eighth ACM SIGKDD international conference on Knowledge …, 2002
6822002
Incremental generalization for mining in a data warehousing environment
M Ester, R Wittmann
International Conference on Extending Database Technology, 135-149, 1998
6671998
Incremental generalization for mining in a data warehousing environment
M Ester, R Wittmann
International Conference on Extending Database Technology, 135-149, 1998
6671998
Hierarchical document clustering using frequent itemsets
BCM Fung, K Wang, M Ester
Proceedings of the 2003 SIAM international conference on data mining, 59-70, 2003
5642003
PSORT-B: Improving protein subcellular localization prediction for Gram-negative bacteria
JL Gardy, C Spencer, K Wang, M Ester, GE Tusnady, I Simon, S Hua, ...
Nucleic acids research 31 (13), 3613-3617, 2003
4522003
A distribution-based clustering algorithm for mining in large spatial databases
X Xu, M Ester, HP Kriegel, J Sander
Proceedings 14th International Conference on Data Engineering, 324-331, 1998
3931998
Spatial data mining: A database approach
M Ester, HP Kriegel, J Sander
International Symposium on Spatial Databases, 47-66, 1997
3891997
Catching the best views of skyline: A semantic approach based on decisive subspaces
J Pei, W Jin, M Ester, Y Tao
Proceedings of the 31st international conference on Very large data bases …, 2005
3122005
Knowledge discovery in large spatial databases: Focusing techniques for efficient class identification
M Ester, HP Kriegel, X Xu
International Symposium on Spatial Databases, 67-82, 1995
2901995
Knowledge discovery in databases: Techniken und Anwendungen
M Ester, J Sander
Springer-Verlag, 2013
2672013
Collaborative denoising auto-encoders for top-n recommender systems
Y Wu, C DuBois, AX Zheng, M Ester
Proceedings of the Ninth ACM International Conference on Web Search and Data …, 2016
2632016
Visual classification: an interactive approach to decision tree construction
M Ankerst, C Elsen, M Ester, HP Kriegel
KDD 99, 392-396, 1999
2491999
Towards an effective cooperation of the user and the computer for classification
M Ankerst, M Ester, HP Kriegel
Proceedings of the sixth ACM SIGKDD international conference on Knowledge …, 2000
2352000
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