Marcus Gallagher - Publications, H-index & Citations

Marcus Gallagher

university of queensland

34H指数

185论文数

3.7K被引数

收录论文 16

发表时间

Using Individual Problem Instances for Exploratory Black Box Optimisation Benchmarking: A Case Study Using XOR Neural Networks 使用单个问题实例进行探索性黑箱优化基准测试：基于XOR神经网络的案例研究

AI 2025: ADVANCES IN ARTIFICIAL INTELLIGENCE, PT II

IF0

2026-01-01

PREAI

Gallagher, Marcus

Benchmarking the benchmark - Comparing synthetic and real-world Network IDS datasets

JOURNAL OF INFORMATION SECURITY AND APPLICATIONS

IF3.7

2024-02-01

OAAI

Layeghy, Siamak; Gallagher, Marcus; Marius, Portmann

An Agile New Research Framework for Hybrid Human-Al Teaming: Trust, Transparency, and Transferability

acm transactions on intelligent systems and technology

IF4.8

2022-07-26

OAAI

Caldwell, Sabrina; Sweetser, Penny; O'Donnell, Nicholas; Knight, Matthew J.; Aitchison, Matthew; Gedeon, Tom; Johnson, Daniel; Brereton, Margot; Gallagher, Marcus; Conroy, David

Using regression models for characterizing and comparing black box

SWARM AND EVOLUTIONARY COMPUTATION

IF8.5

2022-02-01

PREAI

Saleem, Sobia; Gallagher, Marcus

Network Analysis and Visualisation of Opioid Prescribing Data 阿片类药物处方数据的网络分析和可视化

IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS

IF6.8

2020-05-01

PREAI

Hu, Xuelei; Gallagher, Marcus; Loveday, William; Dev, Abhilash; Connor, Jason P.

Predicting alcohol dependence treatment outcomes: a prospective comparative study of clinical psychologists versus 'trained' machine learning models 预测酒精依赖治疗结果: 临床心理学家与 “训练型” 机器学习模型的前瞻性比较研究

ADDICTION

IF5.3

2020-03-26

PREAI

Symons, Martyn; Feeney, Gerald F. X.; Gallagher, Marcus R.; Young, Ross McD.; Connor, Jason P.

Machine learning vs addiction therapists: A pilot study predicting alcohol dependence treatment outcome from patient data in behavior therapy with adjunctive medication 机器学习与成瘾治疗师: 一项初步研究，通过辅助药物的行为治疗中的患者数据预测酒精依赖治疗结果

JOURNAL OF SUBSTANCE ABUSE TREATMENT

IF4

2019-04-01

OAAI

Symons, Martyn; Feeney, Gerald F. X.; Gallagher, Marcus R.; Young, Ross McD.; Connor, Jason P.

Parallel evolutionary algorithm for single and multi-objective optimisation: Differential evolution and constraints handling

APPLIED SOFT COMPUTING

IF6.6

2017-12-01

PREAI

Pedroso, Dorival M.; Bonyadi, Mohammad Reza; Gallagher, Marcus

Multiple community energy storage planning in distribution networks using a cost-benefit analysis 基于成本效益分析的配电网多社区储能规划

APPLIED ENERGY

IF11

2017-03-01

130

PREAI

Sardi, Junainah; Mithulananthan, N.; Gallagher, M.; Hung, Duong Quoc

The importance of implementation details and parameter settings in black-box optimization: a case study on Gaussian estimation-of-distribution algorithms and circles-in-a-square packing problems

SOFT COMPUTING

IF2.5

2016-10-15

PREAI

Bosman, Peter A. N.; Gallagher, Marcus

Towards improved benchmarking of black-box optimization algorithms using clustering problems

SOFT COMPUTING

IF2.5

2016-03-10

PREAI

Gallagher, Marcus

Analysing and characterising optimization problems using length scale

SOFT COMPUTING

IF2.5

2015-09-25

PREAI

Morgan, Rachael; Gallagher, Marcus

Sampling Techniques and Distance Metrics in High Dimensional Continuous Landscape Analysis: Limitations and Improvements

IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

IF12

2014-06-01

PREAI

Morgan, Rachael; Gallagher, Marcus

Under voltage load shedding in power systems with wind turbine-driven doubly fed induction generators 在具有风力涡轮机驱动的双馈感应发电机的电力系统中的电压减负荷

ELECTRIC POWER SYSTEMS RESEARCH

IF4.2

2013-03-01

PREAI

Arief, Ardiaty; Dong, ZhaoYang; Nappu, Muhammad Bachtiar; Gallagher, Marcus

Using Gaussian Process with Test Rejection to Detect T-Cell Epitopes in Pathogen Genomes

IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS

IF3.4

2010-10-01

PREAI

You, Liwen; Brusic, Vladimir; Gallagher, Marcus; Boden, Mikael

A general-purpose tunable landscape generator

IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

IF12

2006-10-01

PREAI

Gallagher, Marcus; Yuan, Bo

研究方向