logo
CanyamAI summaries for academic research
language
MobileMobile
  • Phone FeatureWeChat Mini Program
EnglishEnglish
noticeNotice
BlogBlog
delete
arrow
Back
M

Michael A. Lones

Heriot Watt University

23H-index
115Paper Count
1.7KCitation Count
Published Papers 21
Publication Date
logo
Pitfalls and risks of generative AI in machine learning
errPatterns
IF7.4
err2026-04-22
err0
errOAAI
errMichael A. Lones
errShare
errSave
Towards Adversarial Policy Discovery via Evolutionary Program Synthesis
errADVANCES IN COMPUTATIONAL INTELLIGENCE SYSTEMS, UKCI 2025
IF0
err2026-01-01
err0
PREAI
errGarrow, Fraser; Lones, Michael A.; Stewart, Robert
errShare
errSave
ActDroid: An active learning framework for Android malware detection
errComputers & Security
IF5.4
err2025-10-24
err0
errOAAI
errAli Muzaffar; Hani Ragab Hassen; Hind Zantout; Michael A. Lones
errShare
errSave
Navigating the Landscape of Automated Feedback Generation Techniques for Programming Exercises
errACM Transactions on Computing Education
IF3.8
err2025-10-22
err0
errOAAI
errSmitha S. Kumar; Michael A. Lones; Manuel Maarek; Hind Zantout
errShare
errSave
GeMID: Generalizable Models for IoT Device Identification
errInternet of Things
IF7.6
err2025-10-21
err0
errOAAI
errKahraman Kostas; Rabia Yasa Kostas; Mike Just; Michael A. Lones
errShare
errSave
IoTGeM: Generalizable models for behaviour-based IoT attack detection
errComputer Networks
IF4.6
err2025-07-25
err0
PREAI
errKahraman Kostas; Mike Just; Michael A. Lones
errShare
errSave
Avoiding common machine learning pitfalls
errPATTERNS
IF7.4
err2024-10-01
err0
errOAAI
errLones, Michael A.
errShare
errSave
REFORMS: Consensus-based Recommendations for Machine-learning-based Science
errSCIENCE ADVANCES
IF12.5
err2024-05-03
err4
errOAAI
errKapoor, 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
errShare
errSave
IoTDevID: A Behavior-Based Device Identification Method for the IoT
errIEEE INTERNET OF THINGS JOURNAL
IF8.9
err2022-12-01
err29
errOAAI
errKostas, Kahraman; Just, Mike; Lones, Michael A.
errShare
errSave
An in-depth review of machine learning based Android malware detection
errCOMPUTERS & SECURITY
IF5.4
err2022-10-01
err23
PREAI
errMuzaffar, Ali; Hassen, Hani Ragab; Lones, Michael A.; Zantout, Hind
errShare
errSave
Optimising Boolean Synthetic Regulatory Networks to Control Cell States
errIEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS
IF3.4
err2021-11-01
err4
errOAAI
errTaou, Nadia; Lones, Michael
errShare
errSave
A Data-Driven Biophysical Computational Model of Parkinson's Disease Based on Marmoset Monkeys
errIEEE ACCESS
IF3.6
err2021-01-01
err5
errOAAI
errRanieri, 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.
errShare
errSave
Machine learning discriminates a movement disorder in a zebrafish model of Parkinson's disease
errDISEASE MODELS & MECHANISMS
IF3.3
err2020-10-16
err38
errOAAI
errHughes, Gideon L.; Lones, Michael A.; Bedder, Matthew; Currie, Peter D.; Smith, Stephen L.; Pownall, Mary Elizabeth
errShare
errSave
Objective assessment of bradykinesia in Parkinson's disease using evolutionary algorithms: clinical validation
errTRANSLATIONAL NEURODEGENERATION
IF15.2
err2018-08-16
err42
errOAAI
errGao, 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
errShare
errSave
Investigating the use of Boolean networks for the control of gene regulatory networks
errnature computational science
IF3.7
err2018-05-01
err15
PREAI
errTaou, Nadia S.; Corne, David W.; Lones, Michael A.
errShare
errSave
Using echo state networks for classification: A case study in Parkinson's disease diagnosis
errARTIFICIAL INTELLIGENCE IN MEDICINE
IF6.2
err2018-03-01
err38
errOAAI
errLacy, Stuart E.; Smith, Stephen L.; Lones, Michael A.
errShare
errSave
A New Evolutionary Algorithm-Based Home Monitoring Device for Parkinson's Dyskinesia
errJOURNAL OF MEDICAL SYSTEMS
IF5.7
err2017-09-25
err16
errOAAI
errLones, Michael A.; Alty, Jane E.; Cosgrove, Jeremy; Duggan-Carter, Philippa; Jamieson, Stuart; Naylor, Rebecca F.; Turner, Andrew J.; Smith, Stephen L.
errShare
errSave
Artificial Epigenetic Networks: Automatic Decomposition of Dynamical Control Tasks Using Topological Self-Modification
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2017-01-01
err8
errOAAI
errTurner, Alexander P.; Caves, Leo S. D.; Stepney, Susan; Tyrrell, Andy M.; Lones, Michael A.
errShare
errSave
Evolving Classifiers to Recognize the Movement Characteristics of Parkinson's Disease Patients
errIEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION
IF12
err2014-08-01
err42
PREAI
errLones, Michael A.; Smith, Stephen L.; Alty, Jane E.; Lacy, Stuart E.; Possin, Katherine L.; Jamieson, D. R. Stuart; Tyrrell, Andy M.
errShare
errSave
Artificial Biochemical Networks: Evolving Dynamical Systems to Control Dynamical Systems
errIEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION
IF12
err2014-04-01
err10
errOAAI
errLones, Michael A.; Fuente, Luis A.; Turner, Alexander P.; Caves, Leo S. D.; Stepney, Susan; Smith, Stephen L.; Tyrrell, Andy M.
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
R
Russell A. Poldrack
H-index: 133 · Papers: 703
R
Robert Stewart
H-index: 101 · Papers: 1.4K
刘
刘进 (Jin Liu)
H-index: 64 · Papers: 1.4K
S
Stuart W. Jamieson
H-index: 62 · Papers: 270
A
Arvind Narayanan
H-index: 55 · Papers: 178
View more