| * | 2009 |
|---|
| 75 | EE | Richard Frank,
Martin Ester,
Arno Knobbe:
A multi-relational approach to spatial classification.
KDD 2009: 309-318 |
| 74 | EE | Mohsen Jamali,
Martin Ester:
TrustWalker: a random walk model for combining trust-based and item-based recommendation.
KDD 2009: 397-406 |
| 73 | EE | Mohsen Jamali,
Martin Ester:
Using a trust network to improve top-N recommendation.
RecSys 2009: 181-188 |
| 72 | EE | Samaneh Moghaddam,
Mohsen Jamali,
Martin Ester,
Jafar Habibi:
FeedbackTrust: using feedback effects in trust-based recommendation systems.
RecSys 2009: 269-272 |
| 71 | EE | Flavia Moser,
Recep Colak,
Arash Rafiey,
Martin Ester:
Mining Cohesive Patterns from Graphs with Feature Vectors.
SDM 2009: 593-604 |
| 70 | EE | Phuong Dao,
Alexander Schönhuth,
Fereydoun Hormozdiari,
Iman Hajirasouliha,
Süleyman Cenk Sahinalp,
Martin Ester:
Quantifying Systemic Evolutionary Changes by Color Coding Confidence-Scored PPI Networks.
WABI 2009: 37-48 |
| 69 | EE | Nawar Malhis,
Yaron S. N. Butterfield,
Martin Ester,
Steven J. M. Jones:
Slider - maximum use of probability information for alignment of short sequence reads and SNP detection.
Bioinformatics 25(1): 6-13 (2009) |
| 68 | EE | Obi L. Griffith,
Byron J. Gao,
Mikhail Bilenky,
Yuliya Prichyna,
Martin Ester,
Steven J. M. Jones:
KiWi: A Scalable Subspace Clustering Algorithm for Gene Expression Analysis
CoRR abs/0904.1931: (2009) |
| 2008 |
|---|
| 67 | EE | Oliver Schulte,
Hassan Khosravi,
Flavia Moser,
Martin Ester:
Join Bayes Nets: A new type of Bayes net for relational data
CoRR abs/0811.4458: (2008) |
| 66 | EE | Gabriela Moise,
Jörg Sander,
Martin Ester:
Robust projected clustering.
Knowl. Inf. Syst. 14(3): 273-298 (2008) |
| 65 | EE | Rong Ge,
Martin Ester,
Byron J. Gao,
Zengjian Hu,
Binay K. Bhattacharya,
Boaz Ben-Moshe:
Joint cluster analysis of attribute data and relationship data: The connected k-center problem, algorithms and applications.
TKDD 2(2): (2008) |
| 2007 |
|---|
| 64 | EE | Wen Jin,
Martin Ester,
Zengjian Hu,
Jiawei Han:
The Multi-Relational Skyline Operator.
ICDE 2007: 1276-1280 |
| 63 | EE | Ian Davidson,
S. S. Ravi,
Martin Ester:
Efficient incremental constrained clustering.
KDD 2007: 240-249 |
| 62 | EE | Byron J. Gao,
Martin Ester,
Jin-yi Cai,
Oliver Schulte,
Hui Xiong:
The minimum consistent subset cover problem and its applications in data mining.
KDD 2007: 310-319 |
| 61 | EE | Rong Ge,
Martin Ester,
Wen Jin,
Ian Davidson:
Constraint-driven clustering.
KDD 2007: 320-329 |
| 60 | EE | Flavia Moser,
Rong Ge,
Martin Ester:
Joint cluster analysis of attribute and relationship data withouta-priori specification of the number of clusters.
KDD 2007: 510-519 |
| 59 | EE | Gabor Melli,
Martin Ester,
Anoop Sarkar:
Recognition of Multi-sentence n-ary Subcellular Localization Mentions in Biomedical Abstracts.
LBM (Short Papers) 2007 |
| 58 | EE | Richard Frank,
Flavia Moser,
Martin Ester:
A Method for Multi-relational Classification Using Single and Multi-feature Aggregation Functions.
PKDD 2007: 430-437 |
| 57 | EE | Wen Jin,
Anthony K. H. Tung,
Martin Ester,
Jiawei Han:
On Efficient Processing of Subspace Skyline Queries on High Dimensional Data.
SSDBM 2007: 12 |
| 56 | EE | Richard Frank,
Wen Jin,
Martin Ester:
Efficiently Mining Regional Outliers in Spatial Data.
SSTD 2007: 112-129 |
| 55 | EE | Cuiping Li,
Anthony K. H. Tung,
Wen Jin,
Martin Ester:
On Dominating Your Neighborhood Profitably.
VLDB 2007: 818-829 |
| 54 | EE | Oliver Schulte,
Flavia Moser,
Martin Ester,
Zhiyong Lu:
Association Rules in the Relational Calculus
CoRR abs/0710.2083: (2007) |
| 2006 |
|---|
| 53 | EE | Byron J. Gao,
Martin Ester:
Right of Inference: Nearest Rectangle Learning Revisited.
ECML 2006: 638-645 |
| 52 | EE | Byron J. Gao,
Martin Ester:
Turning Clusters into Patterns: Rectangle-Based Discriminative Data Description.
ICDM 2006: 200-211 |
| 51 | EE | Gabriela Moise,
Jörg Sander,
Martin Ester:
P3C: A Robust Projected Clustering Algorithm.
ICDM 2006: 414-425 |
| 50 | EE | Byron J. Gao,
Obi L. Griffith,
Martin Ester,
Steven J. M. Jones:
Discovering significant OPSM subspace clusters in massive gene expression data.
KDD 2006: 922-928 |
| 49 | EE | Byron J. Gao,
Martin Ester:
Cluster Description Formats, Problems and Algorithms.
SDM 2006 |
| 48 | EE | Feng Cao,
Martin Ester,
Weining Qian,
Aoying Zhou:
Density-Based Clustering over an Evolving Data Stream with Noise.
SDM 2006 |
| 47 | EE | Martin Ester,
Rong Ge,
Byron J. Gao,
Zengjian Hu,
Boaz Ben-Moshe:
Joint Cluster Analysis of Attribute Data and Relationship Data: the Connected k-Center Problem.
SDM 2006 |
| 46 | EE | Rong Ge,
Martin Ester,
Wen Jin,
Zengjian Hu:
A Disc-based Approach to Data Summarization and Privacy Preservation.
SSDBM 2006: 321-332 |
| 45 | EE | Jian Pei,
Yidong Yuan,
Xuemin Lin,
Wen Jin,
Martin Ester,
Qing Liu,
Wei Wang,
Yufei Tao,
Jeffrey Xu Yu,
Qing Zhang:
Towards multidimensional subspace skyline analysis.
ACM Trans. Database Syst. 31(4): 1335-1381 (2006) |
| 2005 |
|---|
| 44 | EE | Wen Jin,
Martin Ester,
Jiawei Han:
Efficient Processing of Ranked Queries with Sweeping Selection.
PKDD 2005: 527-535 |
| 43 | EE | Jian Pei,
Wen Jin,
Martin Ester,
Yufei Tao:
Catching the Best Views of Skyline: A Semantic Approach Based on Decisive Subspaces.
VLDB 2005: 253-264 |
| 42 | EE | Jennifer L. Gardy,
Matthew R. Laird,
Fei Chen,
Sébastien Rey,
C. J. Walsh,
Martin Ester,
Fiona S. L. Brinkman:
PSORTb v.2.0: Expanded prediction of bacterial protein subcellular localization and insights gained from comparative proteome analysis.
Bioinformatics 21(5): 617-623 (2005) |
| 2004 |
|---|
| 41 | EE | Martin Ester,
Rong Ge,
Wen Jin,
Zengjian Hu:
A microeconomic data mining problem: customer-oriented catalog segmentation.
KDD 2004: 557-562 |
| 40 | EE | Wen Jin,
Jiawei Han,
Martin Ester:
Mining Thick Skylines over Large Databases.
PKDD 2004: 255-266 |
| 39 | EE | Martin Ester,
Xiang Zhang:
A Top-Down Method for Mining Most-Specific Frequent Patterns in Biological Sequences.
SDM 2004 |
| 38 | EE | Martin Ester,
Hans-Peter Kriegel,
Matthias Schubert:
Accurate and Efficient Crawling for Relevant Websites.
VLDB 2004: 396-407 |
| 2003 |
|---|
| 37 | EE | Rong She,
Fei Chen,
Ke Wang,
Martin Ester,
Jennifer L. Gardy,
Fiona S. L. Brinkman:
Frequent-subsequence-based prediction of outer membrane proteins.
KDD 2003: 436-445 |
| 36 | EE | Stefan Holland,
Martin Ester,
Werner Kießling:
Preference Mining: A Novel Approach on Mining User Preferences for Personalized Applications.
PKDD 2003: 204-216 |
| 35 | EE | Benjamin C. M. Fung,
Ke Wang,
Martin Ester:
Hierarchical Document Clustering using Frequent Itemsets.
SDM 2003 |
| 34 | EE | Kai Yu,
Xiaowei Xu,
Martin Ester,
Hans-Peter Kriegel:
Feature Weighting and Instance Selection for Collaborative Filtering: An Information-Theoretic Approach*.
Knowl. Inf. Syst. 5(2): 201-224 (2003) |
| 33 | | Jennifer L. Gardy,
Cory Spencer,
Ke Wang,
Martin Ester,
Gábor E. Tusnády,
István Simon,
Sujun Hua,
Katalin de Fays,
Christophe G. Lambert,
Kenta Nakai,
Fiona S. L. Brinkman:
PSORT-B: improving protein subcellular localization prediction for Gram-negative bacteria.
Nucleic Acids Research 31(13): 3613-3617 (2003) |
| 2002 |
|---|
| 32 | EE | Martin Ester,
Hans-Peter Kriegel,
Matthias Schubert:
Web site mining: a new way to spot competitors, customers and suppliers in the world wide web.
KDD 2002: 249-258 |
| 31 | EE | Florian Beil,
Martin Ester,
Xiaowei Xu:
Frequent term-based text clustering.
KDD 2002: 436-442 |
| 30 | EE | Kai Yu,
Xiaowei Xu,
Jianjua Tao,
Martin Ester,
Hans-Peter Kriegel:
Instance Selection Techniques for Memory-based Collaborative Filtering.
SDM 2002 |
| 2001 |
|---|
| 29 | | Kai Yu,
Xiaowei Xu,
Martin Ester,
Hans-Peter Kriegel:
Selecting Relevant Instances for Efficient and Accurate Collaborative Filtering.
CIKM 2001: 239-246 |
| 28 | | Kai Yu,
Zhong Wen,
Xiaowei Xu,
Martin Ester:
Feature Weighting Methods for Improving the Accuracy of Collaborative Filtering (Invited Address).
DEXA Workshop 2001: 285-290 |
| 27 | EE | Bernhard Braunmüller,
Martin Ester,
Hans-Peter Kriegel,
Jörg Sander:
Multiple Similarity Queries: A Basic DBMS Operation for Mining in Metric Databases.
IEEE Trans. Knowl. Data Eng. 13(1): 79-95 (2001) |
| 2000 |
|---|
| 26 | | Martin Ester,
Jörg Sander:
Knowledge Discovery in Databases - Techniken und Anwendungen
Springer 2000 |
| 25 | EE | Bernhard Braunmüller,
Martin Ester,
Hans-Peter Kriegel,
Jörg Sander:
Efficiently Supporting Multiple Similarity Queries for Mining in Metric Databases.
ICDE 2000: 256-267 |
| 24 | EE | Martin Ester,
Jörn Kohlhammer,
Hans-Peter Kriegel:
The DC-Tree: A Fully Dynamic Index Structure for Data Warehouses.
ICDE 2000: 379-388 |
| 23 | EE | Mihael Ankerst,
Martin Ester,
Hans-Peter Kriegel:
Towards an effective cooperation of the user and the computer for classification.
KDD 2000: 179-188 |
| 22 | | Martin Ester,
Alexander Frommelt,
Hans-Peter Kriegel,
Jörg Sander:
Spatial Data Mining: Database Primitives, Algorithms and Efficient DBMS Support.
Data Min. Knowl. Discov. 4(2/3): 193-216 (2000) |
| 1999 |
|---|
| 21 | | Martin Ester,
Stefan Grundlach,
Hans-Peter Kriegel,
Jörg Sander:
Database Primitives for Spatial Data Mining.
BTW 1999: 137-150 |
| 20 | | Martin Ester,
Hans-Peter Kriegel,
Jörg Sander:
Knowledge Discovery in Spatial Databases.
DAGM-Symposium 1999: 1-14 |
| 19 | EE | Mihael Ankerst,
Christian Elsen,
Martin Ester,
Hans-Peter Kriegel:
Visual Classification: An Interactive Approach to Decision Tree Construction.
KDD 1999: 392-396 |
| 18 | EE | Martin Ester,
Hans-Peter Kriegel,
Jörg Sander:
Knowledge Discovery in Spatial Databases.
KI 1999: 61-74 |
| 17 | | Martin Ester:
Knowledge Discovery in Spatial Databases (Abstract).
Datenbank Rundbrief 23: 25 (1999) |
| 16 | | Mihael Ankerst,
Christian Elsen,
Martin Ester,
Hans-Peter Kriegel:
Perception-Based Classification.
Informatica (Slovenia) 23(4): (1999) |
| 1998 |
|---|
| 15 | EE | Martin Ester,
Rüdiger Wittmann:
Incremental Generalization for Mining in a Data Warehousing Environment.
EDBT 1998: 135-149 |
| 14 | EE | Xiaowei Xu,
Martin Ester,
Hans-Peter Kriegel,
Jörg Sander:
A Distribution-Based Clustering Algorithm for Mining in Large Spatial Databases.
ICDE 1998: 324-331 |
| 13 | | Martin Ester,
Alexander Frommelt,
Hans-Peter Kriegel,
Jörg Sander:
Algorithms for Characterization and Trend Detection in Spatial Databases.
KDD 1998: 44-50 |
| 12 | EE | Martin Ester,
Hans-Peter Kriegel,
Jörg Sander,
Michael Wimmer,
Xiaowei Xu:
Incremental Clustering for Mining in a Data Warehousing Environment.
VLDB 1998: 323-333 |
| 11 | | Jörg Sander,
Martin Ester,
Hans-Peter Kriegel,
Xiaowei Xu:
Density-Based Clustering in Spatial Databases: The Algorithm GDBSCAN and Its Applications.
Data Min. Knowl. Discov. 2(2): 169-194 (1998) |
| 10 | | Martin Ester,
Hans-Peter Kriegel,
Jörg Sander,
Xiaowei Xu:
Clustering for Mining in Large Spatial Databases.
KI 12(1): 18-24 (1998) |
| 1997 |
|---|
| 9 | | Martin Ester,
Hans-Peter Kriegel,
Jörg Sander,
Xiaowei Xu:
Density-Connected Sets and their Application for Trend Detection in Spatial Databases.
KDD 1997: 10-15 |
| 8 | EE | Martin Ester,
Hans-Peter Kriegel,
Jörg Sander:
Spatial Data Mining: A Database Approach.
SSD 1997: 47-66 |
| 1996 |
|---|
| 7 | | Martin Ester,
Hans-Peter Kriegel,
Stefan Wirth:
Feature Based Classification of Protein Docking Sites: An Algorithm for Large Databases and Experimental Results.
German Conference on Bioinformatics 1996: 193-196 |
| 6 | | Martin Ester,
Hans-Peter Kriegel,
Jörg Sander,
Xiaowei Xu:
A Density-Based Algorithm for Discovering Clusters in Large Spatial Databases with Noise.
KDD 1996: 226-231 |
| 1995 |
|---|
| 5 | | Martin Ester,
Hans-Peter Kriegel,
Thomas Seidl,
Xiaowei Xu:
Formbasierte Suche nach komplementären 3D-Oberflächen in einer Protein-Datenbank.
BTW 1995: 373-382 |
| 4 | | Martin Ester,
Hans-Peter Kriegel,
Xiaowei Xu:
A Database Interface for Clustering in Large Spatial Databases.
KDD 1995: 94-99 |
| 3 | EE | Martin Ester,
Hans-Peter Kriegel,
Xiaowei Xu:
Knowledge Discovery in Large Spatial Databases: Focusing Techniques for Efficient Class Identification.
SSD 1995: 67-82 |
| 1987 |
|---|
| 2 | | Hans-Jürgen Appelrath,
Martin Ester,
Heinrich Jasper,
Alfred Ultsch:
KOFIS: Ein Expertensystem zur integrierten Dokumenten- und Wissensverwaltung.
Expertensysteme 1987: 1-18 |
| 1985 |
|---|
| 1 | | Hans-Jürgen Appelrath,
Martin Ester:
Integrity in a Knowledge Based Office Information System: Modeling with Extended SDM and Implementation with Prolog.
Büroautomation 1985: 172-191 |
