Martin Ester
机构: Distinguished Professor of Computer Science, Simon Fraser University
主页: sfu.ca
每年引用次数
引用次数
引用: 62,799
H-指数: 73
I10-指数 : 164
出版物: 261
MOLI: multi-omics late integration with deep neural networks for drug response prediction
Hossein Sharifi-Noghabi , Olga Zolotareva , Colin C Collins , Martin Ester
Bioinformatics 35 ( 14)
172
2019
Collaborative intra-tumor heterogeneity detection.
Sahand Khakabimamaghani , Salem Malikic , Jeffrey Tang , Dujian Ding
Bioinformatics 35 ( 14)
4
2019
HUME: large-scale detection of causal genetic factors of adverse drug reactions
Mehrdad Mansouri , Bowei Yuan , Colin J D Ross , Bruce C Carleton
Bioinformatics 34 ( 24) 4274 -4283
3
2018
SUBSTRA: Supervised Bayesian Patient Stratification.
Sahand Khakabimamaghani , Yogeshwar D Kelkar , Bruno M Grande , Ryan D Morin
Bioinformatics 35 ( 18) 3263 -3272
2019
FLAME: A Probabilistic Model Combining Aspect Based Opinion Mining and Collaborative Filtering
Yao Wu , Martin Ester
web search and data mining 199 -208
102
2015
A fast and fully-automated deep-learning approach for accurate hemorrhage segmentation and volume quantification in non-contrast whole-head CT
Ali Arab , Betty Chinda , George Medvedev , William Siu
Scientific Reports 10 ( 1) 19389 -19389
2
2020
Density-Based Clustering in Spatial Databases: The Algorithm GDBSCAN and Its Applications
Jörg Sander , Martin Ester , Hans-Peter Kriegel , Xiaowei Xu
Data Mining and Knowledge Discovery 2 ( 2) 169 -194
1,002
1998
Hierarchical Document Clustering
Benjamin CM Fung , Ke Wang , Martin Ester ,
Encyclopedia of Data Warehousing and Mining 555 -559
43
2009
Tissue-Specific Subcellular Localization Prediction Using Multi-Label Markov Random Fields
Lu Zhu , Ralf Hofestadt , Martin Ester
IEEE/ACM Transactions on Computational Biology and Bioinformatics 16 ( 5) 1471 -1482
1
2019
A Deep Bayesian Tensor-Based System for Video Recommendation
Wei Lu , Fu-Lai Chung , Wenhao Jiang , Martin Ester
ACM Transactions on Information Systems 37 ( 1) 1 -22
15
2018
Knowledge Discovery in Spatial Databases
Martin Ester , Hans-Peter Kriegel , Jörg Sander
Mustererkennung 1999, 21. DAGM-Symposium 1 -14
1
1999
Direction-aware user recommendation based on asymmetric network embedding
Sheng Zhou , Xin Wang , Martin Ester , Bolang Li
ACM Transactions on Information Systems (TOIS) 40 ( 2) 1 -23
4
2021
PSORTb 3.0: improved protein subcellular localization prediction with refined localization subcategories and predictive capabilities for all prokaryotes
Nancy Y Yu , James R Wagner , Matthew R Laird , Gabor Melli
Bioinformatics 26 ( 13) 1608 -1615
2,168
2010
A comprehensive survey on deep clustering: Taxonomy, challenges, and future directions
Sheng Zhou , Hongjia Xu , Zhuonan Zheng , Jiawei Chen
arXiv preprint arXiv:2206.07579
8
2022
H2mn: Graph similarity learning with hierarchical hypergraph matching networks
Zhen Zhang , Jiajun Bu , Martin Ester , Zhao Li
Smpte Journal 2274 -2284
13
2021
Causal inference from small high-dimensional datasets
Raquel Aoki , Martin Ester
arXiv preprint arXiv:2205.09281
2
2022
Hierarchical multi-view graph pooling with structure learning
Zhen Zhang , Jiajun Bu , Martin Ester , Jianfeng Zhang
IEEE Transactions on Knowledge and Data Engineering 35 ( 1) 545 -559
12
2021
Focused Web crawling: A generic framework for specifying the user interest and for adaptive crawling strategies
Martin Ester , Matthias Groß , Hans-Peter Kriegel
Smpte Journal 321 -329
73
2001
Data mining curriculum: A proposal (version 1.0)
Soumen Chakrabarti , Martin Ester , Usama Fayyad , Johannes Gehrke
Intensive working group of ACM SIGKDD curriculum committee 140 1 -10
155
2006
M3E2: Multi-gate Mixture-of-experts for Multi-treatment Effect Estimation.
Raquel Aoki , Yizhou Chen , Martin Ester
CoRR
2021