output
20192025
most citedKernel density estimation based sampling for imbalanced class distribution

153 citations

12 papers

cs.HC2025★ 15 cited

Teaching with AI: A Systematic Review of Chatbots, Generative Tools, and Tutoring Systems in Programming Education

Said Elnaffar, Farzad Rashidi, Abedallah Zaid Abualkishik

This review examines the role of artificial intelligence (AI) agents in programming education, focusing on how these tools are being integrated into educational practice and their…

cs.AI2025

Can Large Language Models Bridge the Gap in Environmental Knowledge?

Linda Smail, David Santandreu Calonge, Firuz Kamalov +1

This research investigates the potential of Artificial Intelligence (AI) models to bridge the knowledge gap in environmental education among university students. By focusing on pro…

cs.LG2025★ 23 cited

Humanity's Last Exam

Long Phan, Alice Gatti, Ziwen Han +1144

Benchmarks are important tools for tracking the rapid advancements in large language model (LLM) capabilities. However, benchmarks are not keeping pace in difficulty: LLMs now achi…

cs.MM2024★ 12 cited

A Novel Multimodal System to Predict Agitation in People with Dementia Within Clinical Settings: A Proof of Concept

Abeer Badawi, Somayya Elmoghazy, Samira Choudhury +3

Dementia is a neurodegenerative condition that combines several diseases and impacts millions around the world and those around them. Although cognitive impairment is profoundly di…

math.HO2022★ 3 cited

Numerical computing in engineering mathematics

Firuz Kamalov, Ho-Hon Leung

The rapid advances in technology over the last decade have significantly altered the nature of engineering knowledge and skills required in the modern industries. In response to th…

cs.LG2021

Kernel density estimation-based sampling for neural network classification

Firuz Kamalov, Ashraf Elnagar

Imbalanced data occurs in a wide range of scenarios. The skewed distribution of the target variable elicits bias in machine learning algorithms. One of the popular methods to comba…