Muhammad Omar

A multimetric clustering approach for unbiased categorization of computer science journals: the framework proposed

Purpose The rank of a journal is usually quantified by a single metric like Impact Factor (IF), CiteScore or SCImago Journal Rank (SJR). To avoid bias due to the use of a single metric, a multimetric-based data-centric unsupervised machine learning framework is proposed for journ...

Structured Vibe Coding: The PAS/TDO Framework for Engineering AI Application Prompts

Abstract Generative AI (GenAI) applications are non-deterministic. That is the same input can produce different outputs from run to run, and increasingly it is the prompt, not a line of code, that stands between an unpredictable model, and a system people can rely on. Despite thi...

Structured Vibe Coding: The PAS/TDO Framework for Engineering AI Application Prompts

Abstract Generative AI (GenAI) applications are non-deterministic. That is the same input can produce different outputs from run to run, and increasingly it is the prompt, not a line of code, that stands between an unpredictable model, and a system people can rely on. Despite thi...