Publications

47 publications spanning multi-criteria decision analysis, artificial intelligence, natural language processing, energy systems, and social justice. Use the filters to explore by theme — papers often span multiple areas.

Journal Articles (27)

Published in 2025

Strategic Alignment of Big Data Analytics: Leveraging Operational and Market Capabilities for Organisational Performance

Syed; Bhatti; Clifft; Siraj; Pahuja; Nawaz

British Journal of Management · 2025

Decision SupportAI & Machine Learning
Published in 2024

Explaining contributions of features towards unfairness in classifiers: A novel threshold-dependent Shapley value-based approach

Pelegrina; Siraj; Duarte; Grabisch

Engineering Applications of Artificial Intelligence · 2024

Explainability & Fairness
Published in 2024

Quantifying and reducing the complexity of multi-line charts as a visual aid in multi-criteria decision-making

Huang; Siraj

Annals of Operations Research · 2024

MCDM / MCDADecision Support
Published in 2024

A generalized form of the distance-induced OWA operators – Demonstrating its use for evaluation indicator system in China

Gong; Siraj; Yu; Fu

Expert Systems with Applications · 2024

MCDM / MCDA
Published in 2024

Shapley value-based approaches to explain the quality of predictions by classifiers

Dean Pelegrina; Siraj

IEEE Transactions on Artificial Intelligence · 2024

Explainability & Fairness
Published in 2024

Hit or miss: A decision support system framework for signing new musical talent

Choicharoon; Hodgett; Summers; Siraj

European Journal of Operational Research · 2024

MCDM / MCDADecision Support
Published in 2024

An approach to investigate fairness using Dominance-based Rough Sets Analysis—How fair were the COVID-19 restriction decisions in the UK?

Abel; Siraj

Applied Soft Computing · 2024

Explainability & FairnessHealthcare
Published in 2023

Using Genetic Programming to Identify Characteristics of Brazilian Regions in Relation to Rural Credit Allocation

Araújo; Mota; Siraj

Agriculture · 2023

AI & Machine LearningFinance & ESG
Published in 2022

Stochastic adaptive-service level agreement-based energy management model for smart grid and prosumers

Ahmed; Khan; Ullah; Mehmood; Ali; Edifor; Siraj; Nawaz

PLoS One · 2022

Climate, Energy & Environment
Published in 2022

A hybrid group-based movie recommendation framework with overlapping memberships

Ali; Khalid; Khan; Hussain; Rehman; Siraj; Nawaz

PLoS One · 2022

AI & Machine Learning
Published in 2021

An Overview of Multi-Criteria Decision Analysis (MCDA) Application in Managing Water-Related Disaster Events: Analyzing 20 Years of Literature for Flood and Drought Events

Abdullah; Siraj; Hodgett

Water · 2021

MCDM / MCDA
Published in 2021

AHPSort-GAIA: a visualisation tool for the sorting of alternative in AHP portrayed through a case in the food and drink industry

Ishizaka; Pereira; Siraj

Annals of Operations Research · 2021

MCDM / MCDADecision Support
Published in 2020

Interactive consistency correction in the analytic hierarchy process to preserve ranks

Ishizaka; Siraj

Decisions in Economics and Finance · 2020

MCDM / MCDA
Published in 2019

Remaining idle time aware intelligent channel bonding schemes for cognitive radio sensor networks

Bukhari; Rehmani; Siraj

Wireless Networks · 2019

Wireless & Networks
Published in 2019

SURE: A method for decision-making under uncertainty

Hodgett; Siraj

Expert Systems with Applications · 2019

MCDM / MCDADecision Support
Published in 2018

NS-2 based simulation framework for cognitive radio sensor networks

Bukhari; Siraj; Rehmani

Wireless Networks · 2018

Wireless & Networks
Published in 2018

Are multi-criteria decision-making tools useful? An experimental comparative study of three methods

Ishizaka; Siraj

European Journal of Operational Research · 2018

MCDM / MCDA
Published in 2017

Spare parts classification in industrial manufacturing using the dominance-based rough set approach

Hu; Chakhar; Siraj; Labib

European Journal of Operational Research · 2017

MCDM / MCDA
Published in 2017

The mathematical equivalence of the ‘spanning tree’ and row geometric mean preference vectors and its implications for preference analysis

Lundy; Siraj; Greco

European Journal of Operational Research · 2017

MCDM / MCDA
Published in 2016

PRACB: A Novel Channel Bonding Algorithm for Cognitive Radio Sensor Networks

Bukhari; Siraj; Rehmani

IEEE Access · 2016

Wireless & Networks
Published in 2016

A Survey of Channel Bonding for Wireless Networks and Guidelines of Channel Bonding for Futuristic Cognitive Radio Sensor Networks

Bukhari; Rehmani; Siraj

IEEE Communications Surveys and Tutorials · 2016

Wireless & Networks
Published in 2016

Which energy mix for the UK? An evolutive descriptive mapping with the integrated GAIA-AHP visualization tool

Ishizaka; Siraj; Nemery

Energy · 2016

MCDM / MCDAClimate, Energy & Environment
Published in 2015

PriEsT: an interactive decision support tool to estimate priorities from pairwise comparison judgments

Siraj; Mikhailov; Keane

International Transactions in Operational Research · 2015

MCDM / MCDADecision Support
Published in 2015

Contribution of individual judgments toward inconsistency in pairwise comparisons

Siraj; Mikhailov; Keane

European Journal of Operational Research · 2015

MCDM / MCDA
Published in 2012

Preference elicitation from inconsistent judgments using multi-objective optimization

Siraj; Mikhailov; Keane

European Journal of Operational Research · 2012

MCDM / MCDA
Published in 2012

Enumerating all spanning trees for pairwise comparisons

Siraj; Mikhailov; Keane

Computers & Operations Research · 2012

MCDM / MCDA
Published in 2012

A heuristic method to rectify intransitive judgments in pairwise comparison matrices

Siraj; Mikhailov; Keane

European Journal of Operational Research · 2012

MCDM / MCDA

News & Commentary (2)

Published in 2026

The Climate Tug-of-War: COP30, Broken Promises, and the Case for Multicriteria Decision Making

Siraj

INFORMS MCDM Section Newsletter · 2026

MCDM / MCDAClimate, Energy & Environment
Published in 2025

The Climate Tug-of-War: What Nations Want at COP30

Siraj

Priestley Centre for Climate Futures, University of Leeds · 2025

Climate, Energy & EnvironmentSocial Justice

Books & Chapters (4)

Published in 2024

Facilitating Sustainable Logistics Policy Development Using Multicriteria Satisfaction Analysis: A Case of Preference Mapping for Cargo Bike Last-Mile Delivery

Huang; Zhang; Corrente; Siraj; Kiba-Janiak

Strengthening European Mobility Policy · 2024

MCDM / MCDAClimate, Energy & Environment
Published in 2024

Smart Decisions: A Structured Approach to Decision Analysis using MCDA

Hodgett; Siraj; Hogg

Wiley · 2024

MCDM / MCDA
Published in 2018

Wireless Sensor Networks in Smart Cities: Applications of Channel Bonding to Meet Data Communication Requirements

Bukhari; Siraj; Rehmani

Transportation and Power Grid in Smart Cities · 2018

Wireless & Networks
Published in 2014

Channel Bonding in Cognitive Radio Sensor Networks

Bukhari; Rehmani; Siraj

Advances in Wireless Technologies and Telecommunication · 2014

Wireless & Networks

Conference Papers (8)

Published in 2025

Fairness and Trust in Data-Driven Decisions: Analyzing Discrepancies in Ordinal Decisions

Abel; Siraj

IEEE CITREx 2025 · 2025

Explainability & FairnessHealthcare
Published in 2016

An Evolutive Descriptive Mapping Visualisation Tool with the Integrated GAIA-AHP

Ishizaka; Siraj; Nemery

ISAHP 2016 · 2016

MCDM / MCDADecision Support
Published in 2016

AHPSort-GAIA: A Visualisation tool for the sorting of alternatives in AHP

Ishizaka; Siraj

OR58 — The OR Society Annual Conference · 2016

MCDM / MCDADecision Support
Published in 2015

Learning from Errors in Healthcare

Siraj; Barbati; Labib

British Academy of Management Conference · 2015

Decision SupportHealthcare
Published in 2015

A HADOOP-based data processing platform for fresh agro-products traceability

Qi; Xu; Siraj

IADIS ISA-2015 · 2015

Climate, Energy & EnvironmentWireless & Networks
Published in 2013

PriEsT: A Tool to Estimate Priorities from Inconsistent Judgments

Siraj; Leonelli; Keane; Mikhailov

IEEE SMC 2013 · 2013

MCDM / MCDA
Published in 2013

A Framework to Select Edge Detection Method using Multi-criteria Decision Making

Naeem; Siraj

IEEE SMC 2013 · 2013

MCDM / MCDA
Published in 2010

Estimating preferences from pairwise comparisons using multiobjective optimization

Siraj; Keane; Mikhailov

OR52 — 52nd Conference of the Operational Research Society · 2010

MCDM / MCDA

Preprints & Corrigenda (6)

Published in 2024

Correction: Quantifying and reducing the complexity of multi-line charts as a visual aid in multi-criteria decision-making

Huang; Siraj

Annals of Operations Research · 2024

MCDM / MCDA
Preprint 2022

Shapley value-based approaches to explain the robustness of classifiers in machine learning

Pelegrina; Siraj

arXiv · 2022

Explainability & Fairness
Preprint 2022

How fair were COVID-19 restriction decisions? A data-driven investigation of England using the dominance-based rough sets approach

Abel; Siraj

arXiv · 2022

Decision SupportHealthcareExplainability & Fairness
Preprint 2022

Supporting Decisions by Unleashing Multiple Mindsets Using Pairwise Comparisons Method

Greco; Siraj; Lundy

SSRN · 2022

MCDM / MCDA
Preprint 2018

Remaining Idle Time Aware Intelligent Channel Bonding Schemes for Cognitive Radio Sensor Networks

Bukhari; Rehmani; Siraj

arXiv · 2018

Wireless & Networks
Published in 2012

Corrigendum to ‘Enumerating all spanning trees for pairwise comparisons’

Siraj; Mikhailov; Keane

Computers & Operations Research · 2012

MCDM / MCDA
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