Martin Ester

Professor

School of Computing Science, Simon Fraser University

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My name is Martin Ester, and I am a Professor of Computing Science at Simon Fraser University in Burnaby, British Columbia. I got my Diplom (M.Sc.) in Computer Science from University of Dortmund, Germany, in 1984 and my Ph.D. in Computer Science from ETH Zurich, Switzerland, in 1990. I am a co-director of the SFU Databases and Data Mining Laboratory. Since my move to Vancouver in 2001, I am enjoying the many hiking trails around the Vancouver area. Actually, our campus lies in the middle of the "wilderness" of the Burnaby Mountain conservation area, and I am commuting to and from work on my mountain bike. . .

Papers252 papers

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Identification of Differentially Expressed Gene Modules in Heterogeneous Diseases

Olga Zolotareva, Sahand Khakabimamaghani, Olga I Isaeva, Zoe Chervontseva, Alexey Savchik,Martin Ester

Bioinformatics (Oxford, England), pp.1-8, (2020)

WOSBibtex

Hierarchical Graph Pooling with Structure Learning

Zhen Zhang,Jiajun Bu,Martin Ester, Jianfeng Zhang, Chengwei Yao, Zhi Yu,Can Wang

national conference on artificial intelligence, (2020)

Cited by5Bibtex

CoSam: An Efficient Collaborative Adaptive Sampler for Recommendation

Jiawei Chen, Chengquan Jiang,Can Wang,Sheng Zhou, Yan Feng,Chun Chen,Martin Ester,Xiangnan He

Bibtex

Learning Temporal Interaction Graph Embedding via Coupled Memory Networks

Zhen Zhang,Jiajun Bu,Martin Ester, Jianfeng Zhang, Chengwei Yao, Zhao Li,Can Wang

WWW '20: The Web Conference 2020 Taipei Taiwan April, 2020, pp.3049-3055, (2020)

EIBibtex

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,Hui Guo, Tao Gu,Sylvain Moreno,Ghassan Hamarneh,Martin Ester,Xiaowei Song

Scientific reports, no. 1 (2020): 19389

WOSBibtex

Combining Domain-Specific Meta-Learners in the Parameter Space for Cross-Domain Few-Shot Classification

Shuman Peng, Weilian Song,Martin Ester

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CAST: A Correlation-based Adaptive Spectral Clustering Algorithm on Multi-scale Data

Li Xiang,Kao Ben,Shan Caihua,Yin Dawei,Ester Martin

KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining Virtual Event..., pp.439-449, (2020)

EIBibtex

Multi-Channel Sellers Traffic Allocation in Large-scale E-commerce Promotion

Shen Xin, Yizhou Ye,Martin Ester, Cheng Long,Jie Zhang,Zhao Li, Kaiying Yuan, Yanghua Li

CIKM '20: The 29th ACM International Conference on Information and Knowledge Management Virt..., pp.2845-2852, (2020)

EIBibtex

Heidegger: Interpretable Temporal Causal Discovery

Mehrdad Mansouri,Ali Arab,Zahra Zohrevand,Martin Eser

KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining Virtual Event..., pp.1688-1696, (2020)

EIBibtex

AITL: Adversarial Inductive Transfer Learning with input and output space adaptation for pharmacogenomics

Hossein Sharifi-Noghabi, Shuman Peng, Olga Zolotareva,Colin C Collins,Martin Ester

Bioinform., no. Supplement-1 (2020): 1-9

WOSEIBibtex

Domain Generalization via Semi-supervised Meta Learning

Hossein Sharifi-Noghabi, Hossein Asghari, Nazanin Mehrasa,Martin Ester

Bibtex

SCHAIN-IRAM: An Efficient and Effective Semi-supervised Clustering Algorithm for Attributed Heterogeneous Information Networks

Xiang Li, Yao Wu,Martin Ester,Ben Kao, Xin Wang,Yudian Zheng

IEEE Transactions on Knowledge and Data Engineering, pp.1-1, (2020)

Bibtex

Deep Learning Modelling of Androgen Receptor Responses to Prostate Cancer Therapies

Oliver Snow, Nada Lallous,Martin Ester, Artem Cherkasov

International journal of molecular sciences, no. 16 (2020): 1-13

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BDKANN Biological Domain Knowledge based Artificial Neural Network for drug response prediction

Oliver Snow, Hossein Sharifi, Jialin Lu, Olga Zolotareva, Mark Lee,Martin Ester

bioRxiv, pp.840553, (2020)

Bibtex

DGE: Deep Generative Network Embedding Based on Commonality and Individuality

Sheng Zhou, Xin Wang,Jiajun Bu,Martin Ester, Pinggang Yu, Jiawei Chen, Qihao Shi,Can Wang

national conference on artificial intelligence, (2020)

Bibtex

SUBSTRA: Supervised Bayesian Patient Stratification: Supplemental Material

S Khakabimamaghani, Y Kelkar, B Grande, R Morin,M Ester, D Ziemek

(2019)

Bibtex

A Deep Bayesian Tensor-Based System for Video Recommendation

Wei Lu,Fu-Lai Chung,Wenhao Jiang,Martin Ester, Wei Liu

ACM Trans. Inf. Syst., no. 1 (2019): 1-22

Cited by5EIBibtex

Multi-task based Sales Predictions for Online Promotions

Shen Xin,Martin Ester,Jiajun Bu, Chengwei Yao, Zhao Li, Xun Zhou, Yizhou Ye,Can Wang

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, pp.2823-2831, (2019)

EIBibtex

SUBSTRA: Supervised Bayesian Patient Stratification: Supplemental Material

S Khakabimamaghani, Y Kelkar, B Grande, R Morin,M Ester, D Ziemek

(2019)

Bibtex

BDKANN – Biological Domain Knowledge-based Artificial Neural Network for drug response prediction

Oliver Snow, Hossein Sharifi Noghabi, Jialin Lu, Olga Zolotareva, Mark Lee,Martin Ester

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Papers252 papers

Martin Ester