Colin Bellinger - Publications, H-index & Citations

Colin Bellinger

National Research Council Canada

18H指数

88论文数

1.6K被引数

收录论文 13

发表时间

Reinforcement learning for in silico determination of adsorbate-substrate structures

JOURNAL OF COMPUTATIONAL CHEMISTRY

IF4.8

2024-02-15

PREAI

Lourenco, Maicon Pierre; Hostas, Jiri; Bellinger, Colin; Tchagang, Alain; Salahub, Dennis R.

Understanding imbalanced data: XAI & interpretable ML framework

MACHINE LEARNING

IF2.9

2024-01-16

OAAI

Dablain, Damien; Bellinger, Colin; Krawczyk, Bartosz; Aha, David W.; Chawla, Nitesh

ChemGymRL: A customizable interactive framework for reinforcement learning for digital chemistry

DIGITAL DISCOVERY

IF5.6

2024-01-01

OAAI

Beeler, Chris; Subramanian, Sriram Ganapathi; Sprague, Kyle; Baula, Mark; Chatti, Nouha; Dawit, Amanuel; Li, Xinkai; Paquin, Nicholas; Shahen, Mitchell; Yang, Zihan; Bellinger, Colin; Crowley, Mark; Tamblyn, Isaac

Understanding CNN fragility when learning with imbalanced data

MACHINE LEARNING

IF2.9

2023-04-11

OAAI

Dablain, Damien; Jacobson, Kristen N.; Bellinger, Colin; Roberts, Mark; Chawla, Nitesh V.

The class imbalance problem in deep learning 深度学习中的类不平衡问题

MACHINE LEARNING

IF2.9

2022-12-28

OAAI

Ghosh, Kushankur; Bellinger, Colin; Corizzo, Roberto; Branco, Paula; Krawczyk, Bartosz; Japkowicz, Nathalie

Automated imbalanced classification via layered learning 基于分层学习的自动不平衡分类

MACHINE LEARNING

IF2.9

2022-12-28

OAAI

Cerqueira, Vitor; Torgo, Luis; Branco, Paula; Bellinger, Colin

RB-CCR: Radial-Based Combined Cleaning and Resampling algorithm for imbalanced data classification Rb-ccr: 基于径向的组合清洗和重采样算法，用于不平衡数据分类

MACHINE LEARNING

IF2.9

2021-10-14

OAAI

Koziarski, Michal; Bellinger, Colin; Wozniak, Michal

SMOTEFUNA: Synthetic Minority Over-Sampling Technique Based on Furthest Neighbour Algorithm

IEEE ACCESS

IF3.6

2020-01-01

OAAI

Tarawneh, Ahmad S.; Hassanat, Ahmad B. A.; Almohammadi, Khalid; Chetverikov, Dmitry; Bellinger, Colin

Interdisciplinary-driven hypotheses on spatial associations of mixtures of industrial air pollutants with adverse birth outcomes

ENVIRONMENT INTERNATIONAL

IF9.7

2019-10-01

OAAI

Serrano-Lomelin, Jesus; Nielsen, Charlene C.; Jabbar, M. Shazan M.; Wine, Osnat; Bellinger, Colin; Villeneuve, Paul J.; Stieb, Dave; Aelicks, Nancy; Aziz, Khalid; Buka, Irena; Chandra, Sue; Crawford, Susan; Demers, Paul; Erickson, Anders C.; Hystad, Perry; Kumar, Manoj; Phipps, Erica; Shah, Prakesh S.; Yuan, Yan; Zaiane, Osmar R.; Osornio-Vargas, Alvaro R.

The index lift in data mining has a close relationship with the association measure relative risk in epidemiological studies

BMC MEDICAL INFORMATICS AND DECISION MAKING

IF3.8

2019-06-17

OAAI

Vu, Khanh; Clark, Rebecca A.; Bellinger, Colin; Erickson, Graham; Osornio-Vargas, Alvaro; Zaiane, Osmar R.; Yuan, Yan

One-class classification - From theory to practice: A case-study in radioactive threat detection

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2018-10-01

PREAI

Bellinger, Colin; Sharma, Shiven; Japkowicz, Nathalie