Martin Ester

Martin Ester, Uwe Glässer, Patricia L. Brantingham, 2014, 2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2014).

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

Hans-Peter Kriegel, Martin Ester, Stefan Wirth, 1996, German Conference on Bioinformatics.

Data Warehouse Design Methodology

Alexandra Poulovassilis, Stéphane Bressan, Mathias Weske, 2009, Encyclopedia of Database Systems.

Algorithms and Applications for Spatial Data Mining

Hans-Peter Kriegel, Martin Ester, Jörg Sander, 2001 .

On Efficient Processing of Subspace Skyline Queries on High Dimensional Data

Anthony K. H. Tung, Jiawei Han, Martin Ester, 2007, 19th International Conference on Scientific and Statistical Database Management (SSDBM 2007).

Joint Cluster Analysis of Attribute Data and Relationship Data

Nicole Immorlica, Martin Ester, Boaz Ben-Moshe, 2008 .

Bayesian Biclustering for Patient Stratification

Martin Ester, Sahand Khakabimamaghani, Sahand Khakabimamaghani, 2016, PSB.

Decentralized Data Integration System

Tsau Young Lin, Qing Zhang, Alexandra Poulovassilis, 2009, Encyclopedia of Database Systems.

Turning Clusters into Patterns: Rectangle-Based Discriminative Data Description

Martin Ester, Byron J. Gao, M. Ester, 2006, Sixth International Conference on Data Mining (ICDM'06).

Spatio-Temporal Topic Models for Check-in Data

Bo Hu, Yu Liu, Martin Ester, 2015, 2015 IEEE International Conference on Data Mining.

Modeling the Temporal Dynamics of Social Rating Networks Using Bidirectional Effects of Social Relations and Rating Patterns

Gholamreza Haffari, Martin Ester, Mohsen Jamali, 2010, ICDM Workshops.

Towards an Effective Cooperation of the Computer and the User for Classification

Hans-Peter Kriegel, Martin Ester, Mihael Ankerst, 2000, KDD 2000.

The minimum consistent subset cover problem and its applications in data mining

Hui Xiong, Jin-Yi Cai, Martin Ester, 2007, KDD '07.

ParKCa: Causal Inference with Partially Known Causes pdf

Martin Ester, Raquel Aoki, M. Ester, 2020, PSB.

KiWi: A Scalable Subspace Clustering Algorithm for Gene Expression Analysis

Obi L. Griffith, Steven J. M. Jones, Martin Ester, 2009, 2009 3rd International Conference on Bioinformatics and Biomedical Engineering.

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

Bo Hu, Martin Ester, Zhao Song, 2018, Encyclopedia of Social Network Analysis and Mining. 2nd Ed..

Aristotle: stratified causal discovery for omics data

Martin Ester, Sahand Khakabimamaghani, Leonid Chindelevitch, 2022, BMC Bioinform..

Out-of-Distribution Generalization from Labeled and Unlabeled Gene Expression Data for Drug Response Prediction

Martin Ester, Hossein Sharifi-Noghabi, Colin C. Collins, 2021, bioRxiv.

Identification Of Differentially Expressed Gene Modules In Heterogeneous Diseases.

Martin Ester, Sahand Khakabimamaghani, Olga I. Zolotareva, 2020, Bioinformatics.

ParKCa: Causal Inference with Partially Known Causes

Martin Ester, Raquel Aoki, 2021, PSB.

M3E2: Multi-gate Mixture-of-experts for Multi-treatment Effect Estimation pdf

Martin Ester, Raquel Y. S. Aoki, Raquel Aoki, 2021, ArXiv.

Out-of-distribution generalization from labelled and unlabelled gene expression data for drug response prediction

Martin Ester, Hossein Sharifi-Noghabi, Parsa Alamzadeh Harjandi, 2021, Nature Machine Intelligence.

Interpretable Drug Response Prediction using a Knowledge-based Neural Network

Martin Ester, Oliver Snow, Hossein Sharifi-Noghabi, 2021, KDD.

Martin Ester, Chengwei Yao, Can Wang, 2021, KDD.

Hierarchical Multi-View Graph Pooling With Structure Learning

Jiajun Bu, Martin Ester, Chengwei Yao, 2021, IEEE Transactions on Knowledge and Data Engineering.

An Interactive Visualization Tool for Understanding Active Learning pdf

Martin Ester, Jialin Lu, Zihan Wang, 2021, ArXiv.

A Method for Multi-relational Classification Using Single and Multi-feature Aggregation Functions

Martin Ester, Richard Frank, Flavia Moser, 2007, PKDD.

Assessment and integration of publicly available SAGE, cDNA microarray, and oligonucleotide microarray expression data for global coexpression analyses.

Martin Ester, Debra L. Fulton, Obi L Griffith, 2005, Genomics.

Knowledge Discovery in Databases

Martin Ester, Jörg Sander, J. Sander, 2000 .

Module Discovery by Exhaustive Search for Densely Connected, Co-Expressed Regions in Biomolecular Interaction Networks

Martin Ester, Alexander Schönhuth, Nansheng Chen, 2010, PloS one.