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M. Lones

18 papers hereh-index 231.9k citations100 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • sole author5
  • middle author4
  • last author9

Across the 18 of 18 papers where every author was matched, so the position is known.

fields
  • cs.CR6
  • cs.NE5
  • cs.LG3
  • cs.CV1
  • cs.CY1
  • cs.NI1

identity via Semantic Scholar / OpenAlex

activity
20182025
most citedHow to avoid machine learning pitfalls: a guide for academic researchers

127 citations · 434 across the 18 of their papers we have counts for

collaborators
Showing 2025Show all

2 papers · 1 filter

cs.CY2025

Navigating Pitfalls: Evaluating LLMs in Machine Learning Programming Education

Smitha Kumar, Michael A. Lones, Manuel Maarek +1

The rapid advancement of Large Language Models (LLMs) has opened new avenues in education. This study examines the use of LLMs in supporting learning in machine learning education;…

cs.CV2025★ 1 cited

Self-Supervised Learning for Pre-training Capsule Networks: Overcoming Medical Imaging Dataset Challenges

Heba El-Shimy, Hind Zantout, Michael A. Lones +1

Deep learning techniques are increasingly being adopted in diagnostic medical imaging. However, the limited availability of high-quality, large-scale medical datasets presents a si…

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