Michael A. Lones - Publications, H-index & Citations

Michael A. Lones

Heriot Watt University

23H指数

115论文数

1.7K被引数

收录论文 21

发表时间

Pitfalls and risks of generative AI in machine learning 生成式AI在机器学习中的陷阱与风险

Patterns

IF7.4

2026-04-22

OAAI

Michael A. Lones

Towards Adversarial Policy Discovery via Evolutionary Program Synthesis 通过进化程序合成进行对抗性策略发现

ADVANCES IN COMPUTATIONAL INTELLIGENCE SYSTEMS, UKCI 2025

IF0

2026-01-01

PREAI

Garrow, Fraser; Lones, Michael A.; Stewart, Robert

ActDroid: An active learning framework for Android malware detection ActDroid: 一种用于Android恶意软件检测的主动学习框架

Computers & Security

IF5.4

2025-10-24

OAAI

Ali Muzaffar; Hani Ragab Hassen; Hind Zantout; Michael A. Lones

Navigating the Landscape of Automated Feedback Generation Techniques for Programming Exercises 编程练习自动化反馈生成技术的应用现状

ACM Transactions on Computing Education

IF3.8

2025-10-22

OAAI

Smitha S. Kumar; Michael A. Lones; Manuel Maarek; Hind Zantout

GeMID: Generalizable Models for IoT Device Identification GeMID：通用型物联网设备识别模型

Internet of Things

IF7.6

2025-10-21

OAAI

Kahraman Kostas; Rabia Yasa Kostas; Mike Just; Michael A. Lones

IoTGeM: Generalizable models for behaviour-based IoT attack detection IoTGeM：基于行为泛化模型的物联网攻击检测

Computer Networks

IF4.6

2025-07-25

PREAI

Kahraman Kostas; Mike Just; Michael A. Lones

Avoiding common machine learning pitfalls

PATTERNS

IF7.4

2024-10-01

OAAI

Lones, Michael A.

REFORMS: Consensus-based Recommendations for Machine-learning-based Science 改革: 基于机器学习的科学的基于共识的建议

SCIENCE ADVANCES

IF12.5

2024-05-03

OAAI

Kapoor, Sayash; Cantrell, Emily M.; Peng, Kenny; Pham, Thanh Hien; Bail, Christopher A.; Gundersen, Odd Erik; Hofman, Jake M.; Hullman, Jessica; Lones, Michael A.; Malik, Momin M.; Nanayakkara, Priyanka; Poldrack, Russell A.; Raji, Inioluwa Deborah; Roberts, Michael; Salganik, Matthew J.; Serra-Garcia, Marta; Stewart, Brandon M.; Vandewiele, Gilles; Narayanan, Arvind

IoTDevID: A Behavior-Based Device Identification Method for the IoT IoTDevID: 一种基于行为的物联网设备识别方法

IEEE INTERNET OF THINGS JOURNAL

IF8.9

2022-12-01

OAAI

Kostas, Kahraman; Just, Mike; Lones, Michael A.

An in-depth review of machine learning based Android malware detection 基于机器学习的Android恶意软件检测研究综述

COMPUTERS & SECURITY

IF5.4

2022-10-01

PREAI

Muzaffar, Ali; Hassen, Hani Ragab; Lones, Michael A.; Zantout, Hind

Optimising Boolean Synthetic Regulatory Networks to Control Cell States

IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS

IF3.4

2021-11-01

OAAI

Taou, Nadia; Lones, Michael

A Data-Driven Biophysical Computational Model of Parkinson's Disease Based on Marmoset Monkeys

IEEE ACCESS

IF3.6

2021-01-01

OAAI

Ranieri, Caetano M.; Pimentel, Jhielson M.; Romano, Marcelo R.; Elias, Leonardo A.; Romero, Roseli A. F.; Lones, Michael A.; Araujo, Mariana F. P.; Vargas, Patricia A.; Moioli, Renan C.

Machine learning discriminates a movement disorder in a zebrafish model of Parkinson's disease

DISEASE MODELS & MECHANISMS

IF3.3

2020-10-16

OAAI

Hughes, Gideon L.; Lones, Michael A.; Bedder, Matthew; Currie, Peter D.; Smith, Stephen L.; Pownall, Mary Elizabeth

Objective assessment of bradykinesia in Parkinson's disease using evolutionary algorithms: clinical validation

TRANSLATIONAL NEURODEGENERATION

IF15.2

2018-08-16

OAAI

Gao, Chao; Smith, Stephen; Lones, Michael; Jamieson, Stuart; Alty, Jane; Cosgrove, Jeremy; Zhang, Pingchen; Liu, Jin; Chen, Yimeng; Du, Juanjuan; Cui, Shishuang; Zhou, Haiyan; Chen, Shengdi

Investigating the use of Boolean networks for the control of gene regulatory networks 研究使用布尔网络控制基因调控网络

nature computational science

IF3.7

2018-05-01

PREAI

Taou, Nadia S.; Corne, David W.; Lones, Michael A.

Using echo state networks for classification: A case study in Parkinson's disease diagnosis

ARTIFICIAL INTELLIGENCE IN MEDICINE

IF6.2

2018-03-01

OAAI

Lacy, Stuart E.; Smith, Stephen L.; Lones, Michael A.

A New Evolutionary Algorithm-Based Home Monitoring Device for Parkinson's Dyskinesia 一种基于进化算法的帕金森运动障碍家庭监护装置

JOURNAL OF MEDICAL SYSTEMS

IF5.7

2017-09-25

OAAI

Lones, Michael A.; Alty, Jane E.; Cosgrove, Jeremy; Duggan-Carter, Philippa; Jamieson, Stuart; Naylor, Rebecca F.; Turner, Andrew J.; Smith, Stephen L.

Artificial Epigenetic Networks: Automatic Decomposition of Dynamical Control Tasks Using Topological Self-Modification

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2017-01-01

OAAI

Turner, Alexander P.; Caves, Leo S. D.; Stepney, Susan; Tyrrell, Andy M.; Lones, Michael A.

Evolving Classifiers to Recognize the Movement Characteristics of Parkinson's Disease Patients

IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

IF12

2014-08-01

PREAI

Lones, Michael A.; Smith, Stephen L.; Alty, Jane E.; Lacy, Stuart E.; Possin, Katherine L.; Jamieson, D. R. Stuart; Tyrrell, Andy M.