Drug Sensitivity Prediction From Cell Line-Based Pharmacogenomics Data: Guidelines for Developing Machine Learning Models

Hossein Sharifi-Noghabi , Jahangiri-Tazehkand S , Petr Smirnov , Casey Hon
bioRxiv

17
2021
8
2007
Mining Cohesive Patterns from Graphs with Feature Vectors.

Flavia Moser , Recep Colak , Arash Rafiey , Martin Ester
siam international conference on data mining 593 -604

135
2009
Cluster Description Formats, Problems and Algorithms.

Martin Ester , Byron J. Gao
siam international conference on data mining 464 -468

7
2006
Data mining tasks and methods: spatial analysis

Martin Ester
Handbook of data mining and knowledge discovery 409 -418

2002
Perception-Based Classification.

Mihael Ankerst , Hans-Peter Kriegel , Martin Ester , Christian Elsen
Informatica (slovenia) 23

1
1999
Density-Based Clustering over an Evolving Data Stream with Noise.

Martin Ester , Aoying Zhou , Weining Qian , Feng Cao
siam international conference on data mining 328 -339

1,296
2006
Feature Weighting Methods for Improving the Accuracy of Collaborative Filtering (Invited Address)

Martin Ester , Kai Yu , Zhong Wen , Xiaowei Xu
database and expert systems applications 285 -290

2001
Feature Based Classification of Protein Docking Sites: An Algorithm for Large Databases and Experimental Results.

Hans-Peter Kriegel , Martin Ester , Stefan Wirth
german conference on bioinformatics 193 -196

1996
Who also likes it? generating the most persuasive social explanations in recommender systems

Martin Ester , Deng Cai , Beidou Wang , Jiajun Bu
national conference on artificial intelligence 173 -179

21
2014
Hierarchical Document Clustering Using Frequent Itemsets

Benjamin C. M. Fung , Martin Ester , Ke Wang
siam international conference on data mining 59 -70

49
2003
Joint Cluster Analysis of Attribute Data and Relationship Data: the Connected k-Center Problem.

Martin Ester , Zengjian Hu , Byron J. Gao , Boaz Ben-Moshe
siam international conference on data mining 246 -257

55
2006
Instance Selection Techniques for Memory-based Collaborative Filtering.

Hans-Peter Kriegel , Martin Ester , Kai Yu , Jianjua Tao
siam international conference on data mining 59 -74

98
2002
A density-based algorithm for discovering clusters in large spatial Databases with Noise

Hans-Peter Kriegel , Martin Ester , Jörg Sander , Xiaowei Xu
knowledge discovery and data mining 226 -231

27,516
1996
Datenbankenunterstützung für das Protein-Protein-Docking: ein effizienter und robuster Feature-Index

Hans-Peter Kriegel , Gabriele Förstner , Martin Ester , Thomas Seidl

1
1994
Crimetracer: activity space based crime location prediction

Uwe Glasser , Patricia L. Brantingham , Martin Ester , Mohammad A. Tayebi
advances in social networks analysis and mining 472 -480

17
2014
Catching the best views of skyline: a semantic approach based on decisive subspaces

Martin Ester , Jian Pei , Yufei Tao , Wen Jin
very large data bases 253 -264

357
2005
A transitivity aware matrix factorization model for recommendation in social networks

Martin Ester , Mohsen Jamali
international joint conference on artificial intelligence 2644 -2649

78
2011
Topic Modeling in Online Social Media, User Features, and Social Networks for.

Martin Ester , Bo Hu , Zhao Song
Encyclopedia of Social Network Analysis and Mining. 2nd Ed. 2178 -2191

2
2014
Recommending groups to users using user-group engagement and time-dependent matrix factorization

Martin Ester , Peter Gorniak , Jiajun Bu , Roger Donaldson
national conference on artificial intelligence 1331 -1337

33
2016