2 citations · 2 across the 3 of their papers we have counts for
6 papers
When Is Smaller Greener? Right-Sizing Language Models for Agentic AI
Sajid Siraj, Maria Barbati
AI agents use large language models (LLMs) to plan and act over multiple steps, yet models are usually compared per call rather than per completed task. This paper asks: which mode…
Detecting Deceptive Recruitment: A Signal-theoretic Machine Learning Framework for Early Identification of Labour Exploitation
Sajid Siraj, Mahnaz Hosseinzadeh, Amin Vafadarnikjoo +1
Deceptive online job advertisements have emerged as a primary pathway into forced labour, yet systematic detection methods remain underdeveloped due to data scarcity and absence of…
How fair were COVID-19 restriction decisions? A data-driven investigation of England using the dominance-based rough sets approach
Edward Abel, Sajid Siraj
During the COVID-19 pandemic, several countries have taken the approach of tiered restrictions which has remained a point of debate due to a lack of transparency. Using the dominan…
Shapley value-based approaches to explain the robustness of classifiers in machine learning
Guilherme Dean Pelegrina, Sajid Siraj
The use of algorithm-agnostic approaches is an emerging area of research for explaining the contribution of individual features towards the predicted outcome. Whilst there is a foc…
Preference Analysis Using Random Spanning Trees: A Stochastic Sampling Approach to Inconsistent Pairwise Comparisons
Salvatore Greco, Sajid Siraj, Michele Lundy
Eliciting preferences from human judgements is inherently imprecise, yet most decision analysis methods force a single priority vector from pairwise comparisons, discarding the inf…
Remaining Idle Time Aware Intelligent Channel Bonding Schemes for Cognitive Radio Sensor Networks
Syed Hashim Raza Bukhari, Mubashir Husain Rehmani, Sajid Siraj
Channel Bonding (CB) is a technique used to provide larger bandwidth to users. It has been applied to various networks such as wireless local area networks (WLANs), Wireless Sensor…