Martin Ester - Publications, H-index & Citations

Martin Ester

Simon Fraser University

58H指数

295论文数

4.2W被引数

收录论文 22

发表时间

Deep Docking; Part 2: An Amplified DDU Platform for Ultra-Large Virtual Screening 深对接；第二部分：用于超大规模虚拟筛选的放大DDU平台

chem. sci.

IF0

2026-05-29

OAAI

Mohit Pandey; Tanvir Sajed; Ivan Semenov; Renfei Zhang; Fuqiang Ban; Ekaterina Manskaia; Martin Ester; Artem Cherkasov

A scalable reinforcement learning approach for screening large peptide libraries for bioactive peptide discovery 一种可扩展的强化学习方法，用于筛选大型肽库以发现生物活性肽

Nature Communications

IF15.7

2025-11-27

OAAI

Mohit Pandey; Jane Foo; Shabnam Massah; Morgan A. Alford; Hazem Mslati; Gopeshh Subbaraj; Mira Saba; Francesco Gentile; Nada Lallous; Evan F. Haney; Robert E. W. Hancock; Martin Ester; Artem Cherkasov

Identifying Synergistic Components of Botanical Fungicide Formulations Using Interpretable Graph Neural Networks

JOURNAL OF CHEMICAL INFORMATION AND MODELING

IF5.3

2024-07-20

PREAI

Snow, Oliver; Kazemi, Amirreza; Bhanshali, Forum; Nasiri, Alyas; Rozek, Annett; Ester, Martin

Ligand Binding Prediction Using Protein Structure Graphs and Residual Graph Attention Networks 基于蛋白质结构图和残差图注意网络的配体结合预测

MOLECULES

IF4.6

2022-08-11

OAAI

Pandey, Mohit; Radaeva, Mariia; Mslati, Hazem; Garland, Olivia; Fernandez, Michael; Ester, Martin; Cherkasov, Artem

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

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

IF10.4

2022-04-01

PREAI

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

Direction-Aware User Recommendation Based on Asymmetric Network Embedding

ACM TRANSACTIONS ON INFORMATION SYSTEMS

IF9.1

2021-11-16

PREAI

Zhou, Sheng; Wang, Xin; Ester, Martin; Li, Bolang; Ye, Chen; Zhang, Zhen; Wang, Can; Bu, Jiajun

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

NATURE MACHINE INTELLIGENCE

IF23.9

2021-11-11

PREAI

Sharifi-Noghabi, Hossein; Harjandi, Parsa Alamzadeh; Zolotareva, Olga; Collins, Colin C.; Ester, Martin

Moderate-Intensity Physical Activity, Music and Art Activities Preserved Cognitive Health in Older Adults: An Argument for Social Prescribing Solution

FRONTIERS IN AGING NEUROSCIENCE

IF4.5

2021-08-16

OAAI

Arab, Ali; Christie, Gregory J.; Mansouri, Mehrdad; Ahmadzadeh, Maryam; Sixsmith, Andrew; Ester, Martin; Moreno, Sylvain

Drug sensitivity prediction from cell line-based pharmacogenomics data: guidelines for developing machine learning models

BRIEFINGS IN BIOINFORMATICS

IF7.7

2021-08-11

OAAI

Sharifi-Noghabi, Hossein; Jahangiri-Tazehkand, Soheil; Smirnov, Petr; Hon, Casey; Mammoliti, Anthony; Nair, Sisira Kadambat; Mer, Arvind Singh; Ester, Martin; Haibe-Kains, Benjamin

CoSam: An Efficient Collaborative Adaptive Sampler for Recommendation

ACM TRANSACTIONS ON INFORMATION SYSTEMS

IF9.1

2021-05-25

OAAI

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

Hierarchical Multi-View Graph Pooling With Structure Learning 具有结构学习的分层多视图图池

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

IF10.4

2021-01-01

PREAI

Zhang, Zhen; Bu, Jiajun; Ester, Martin; Zhang, Jianfeng; Li, Zhao; Yao, Chengwei; Dai, Huifen; Yu, Zhi; Wang, Can

A fast and fully-automated deep-learning approach for accurate hemorrhage segmentation and volume quantification in non-contrast whole-head CT

SCIENTIFIC REPORTS

IF3.9

2020-11-09

OAAI

Arab, Ali; Chinda, Betty; Medvedev, George; Siu, William; Guo, Hui; Gu, Tao; Moreno, Sylvain; Hamarneh, Ghassan; Ester, Martin; Song, Xiaowei

Tissue-Specific Subcellular Localization Prediction Using Multi-Label Markov Random Fields

IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS

IF3.4

2019-09-01

PREAI

Zhu, Lu; Hofestaedt, Ralf; Ester, Martin

A Deep Bayesian Tensor-Based System for Video Recommendation

ACM TRANSACTIONS ON INFORMATION SYSTEMS

IF9.1

2018-12-13

PREAI

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

Microscopic and Macroscopic Spatio-Temporal Topic Models for Check-in Data 签到数据的微观和宏观时空主题模型

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

IF10.4

2017-09-01

PREAI

Liu, Yu; Ester, Martin; Qian, Yuqiu; Hu, Bo; Cheung, David W.

SimBoost: a read-across approach for predicting drug-target binding affinities using gradient boosting machines SimBoost: 一种使用梯度增强机器预测药物-靶标结合亲和力的跨读方法

JOURNAL OF CHEMINFORMATICS

IF5.7

2017-04-18

289

OAAI

He, Tong; Heidemeyer, Marten; Ban, Fuqiang; Cherkasov, Artem; Ester, Martin

Structural Analysis of User Choices for Mobile App Recommendation

ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA

IF4.8

2016-11-15

OAAI

Liu, Bin; Wu, Yao; Gong, Neil Zhenqiang; Wu, Junjie; Xiong, Hui; Ester, Martin

DUSP6 phosphatase as a tumor suppressor in non-small cell lung cancer

CANCER RESEARCH

IF16.6

2015-08-01

PREAI

Perona, Rosario; Moncho-Amor, Veronica; Ibanez de Caceres, Inmaculada; Pintado-Berninches, Laura; Martin, Ester; Quintanilla, Miguel; Cortes-Sempere, Maria; Sastre, Leandro; Belda-Iniesta, Cristobal

The Minimum Consistent Subset Cover Problem: A Minimization View of Data Mining

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

IF10.4

2013-03-01

OAAI

Gao, Byron J.; Ester, Martin; Xiong, Hui; Cai, Jin-Yi; Schulte, Oliver

On the Deep Order-Preserving Submatrix Problem: A Best Effort Approach

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

IF10.4

2012-02-01

PREAI

Gao, Byron J.; Griffith, Obi L.; Ester, Martin; Xiong, Hui; Zhao, Qiang; Jones, Steven J. M.

研究方向