Dr. Irum Inayat

RESEARCH INTERESTS

Software engineering, requirements engineering, code analytics, and risk management of cyberphysical systems

RECENT SCHOLAR PUBLICATIONS

A data-driven API recommendation approach for service mashup composition
KA Alam, M Haroon, Q Ain, I Inayat
International Journal of System Assurance Engineering and Management, 1-22 2025



A Data-driven Approach for Mining Software Features based on Similar App Descriptions and User Reviews Analysis
KA Alam, R Ali, Z Kamran, S Fatima, I Inayat
Proceedings of the 39th IEEE/ACM International Conference on Automated 2024



An Automated Ontology-Based Requirements Traceability Technique in Agile Software Development Context
SUR Khan, U Aslam, A Mashkoor, I Inayat, HU Nisa
International Conference on Database and Expert Systems Applications, 29-43 2024



Automated Quality Concerns Extraction from User Stories and Acceptance Criteria for Early Architectural Decisions
KA Alam, H Asif, I Inayat, SUR Khan
18th European Conference on Software Architecture (ECSA) 2024



Workshop on Advancing Enterprise Modelling through Digital Transformation, FAIR Data Management, and Blockchain Integration
M Helfert, M Ahmed, S Hussain, KA Alam, R Bhat, N Ibrahim, I Inayat, ...
CEUR Workshop Proceedings 3855 2024



An Automated Ontology-Based Requirements Traceability Technique in Agile Software Development Context
I Inayat, HU Nisa
Database and Expert Systems Applications-DEXA 2024 Workshops: IWCFS, AISys 2024



Security-based Safety Hazard Analysis using STAMP, STPA & HAZOP: A DAM Case Study
M Farooq, I Inayat, M Daneva
2023 International Conference on Frontiers of Information Technology (FIT), 7-12 2023



A Context Ontology-Based Model to Mitigate Root Causes of Uncertainty in Cyber-Physical Systems
MN Asmat, SUR Khan, A Mashkoor, I Inayat
International Conference on Database and Expert Systems Applications, 45-56 2023



Safety and security risks management process for cyber‐physical systems: A case study
I Inayat, M Farooq, Z Inayat
Journal of Software: Evolution and Process 35 (7), e2482 2023



Impact of Serious Game Design Factors and Problem based Pedagogy on Learning outcome
F Gillani, I Inayat, CV de Carvalho
2022 International Conference on Frontiers of Information Technology (FIT 2022



Template-based Automatic code generation for Web application and APIs Using Class Diagram
I Ullah, I Inayat
2022 International Conference on Frontiers of Information Technology (FIT 2022



AUDD: Audio Urdu Digits Dataset for Automatic Audio Urdu Digit Recognition
A Aiman, Y Shen, M Bendechache, I Inayat, T Kumar
Applied Sciences 11 (19) 2021



Security-Based Safety Hazard Analysis Using FMEA: A DAM Case Study
I Inayat, M Farooq, Z Inayat, M Abbas
G. Kotsis et al. (Eds.): DEXA 2021 Workshops, Communications in Computer and 2021



Security risks in cyber physical systems—A systematic mapping study
M Zahid, I Inayat, M Daneva, Z Mehmood
Journal of Software: Evolution and Process 33 (9), e2346 2021



Value-Based Fuzzy Approach for Non-functional Requirements Prioritization
KB Ijaz, I Inayat, M Daneva, FA Bukhsh
Business Modeling and Software Design: 11th International Symposium, BMSD 2021



An Empirical Evaluation of Requirements Prioritization Techniques
M Abbas, I Inayat, N Jan
2020



A security risk mitigation framework for cyber physical systems
M Zahid, I Inayat, M Daneva, Z Mehmood
Journal of software: Evolution and Process 32 (2), e2219 2020



An empirical evaluation of requirements prioritization techniques
N Jan, I Inayat, M Abbas
Marketing and Branding Research 7 (1), 11 2020



Risk Management in Agile Software Development: A Survey
M Hammad, I Inayat, M Zahid
2019 International Conference on Frontiers of Information Technology (FIT 2019



An Empirical Investigation on Requirements Change Management Practices in Pakistani Agile Based Industry
K Batool, I Inayat
2019 International Conference on Frontiers of Information Technology (FIT), 7-75 2019

MOST CITED SCHOLAR PUBLICATIONS

A systematic literature review on agile requirements engineering practices and challenges
I Inayat, SS Salim, S Marczak, M Daneva, S Shamshirband
Computers in human behavior 51, 915-929 2015
Citations: 790



Sentiment analysis and the complex natural language
MT Khan, M Durrani, A Ali, I Inayat, S Khalid, KH Khan
Complex Adaptive Systems Modeling 4, 1-19 2016
Citations: 138



Effects of Collaborative Web Based Vocational Education and Training (VET) on Learning Outcomes
I Inayat, R Amin, Z Inayat, SS Salim
Computers & Education 68 (0), 153-166 2013
Citations: 116



AUDD: Audio Urdu Digits Dataset for Automatic Audio Urdu Digit Recognition
A Aiman, Y Shen, M Bendechache, I Inayat, T Kumar
Applied Sciences 11 (19) 2021
Citations: 53



Integrating Risk Management in Scrum Framework
M Hammad, I Inayat
2018 International Conference on Frontiers of Information Technology (FIT 2018
Citations: 48



A framework to study requirements-driven collaboration among agile teams: Findings from two case studies
I Inayat, SS Salim
Computers in Human Behavior 51, 1367-1379 2015
Citations: 43



A reflection on agile requirements engineering: solutions brought and challenges posed
I Inayat, L Moraes, M Daneva, SS Salim
Scientific Workshop Proceedings of the XP2015, 1-7 2015
Citations: 42



Student real-time visualization system in classroom using RFID based on UTAUT model
RJ Raja Yusof, A Qazi, I Inayat
The International Journal of Information and Learning Technology 34 (3), 274-288 2017
Citations: 39



Risk Management in Agile Software Development: A Survey
M Hammad, I Inayat, M Zahid
2019 International Conference on Frontiers of Information Technology (FIT 2019
Citations: 35



An empirical study on acceptance of secure healthcare service in Malaysia, Pakistan, and Saudi Arabia: a mobile cloud computing perspective
RU Amin, I Inayat, B Shahzad, K Saleem, L Aijun
Annals of Telecommunications 72, 253-264 2017
Citations: 24



Security risks in cyber physical systems—A systematic mapping study
M Zahid, I Inayat, M Daneva, Z Mehmood
Journal of Software: Evolution and Process 33 (9), e2346 2021
Citations: 21



Communication Patterns of Kanban Teams and their Impact on Iteration Performance and Quality
S Shafiq, I Inayat, M Abbas
2019 45th Euromicro Conference on Software Engineering and Advanced 2019
Citations: 20



A comparative study of machine learning techniques used in non-clinical systems for continuous healthcare of independent livings
Z Iqbal, R Ilyas, W Shahzad, I Inayat
2018 IEEE Symposium on Computer Applications & Industrial Electronics 2018
Citations: 17



A systematic mapping study on security requirements engineering frameworks for cyber-physical systems
S Rehman, V Gruhn, S Shafiq, I Inayat
Security, Privacy, and Anonymity in Computation, Communication, and Storage 2018
Citations: 17



Evolution in software architecture recovery techniques—A survey
M Zahid, Z Mehmmod, I Inayat
2017 13th International Conference on Emerging Technologies (ICET), 1-6 2017
Citations: 17



Studying relevant socio-technical aspects of requirements-driven collaboration in agile teams
I Inayat, S Marczak, SS Salim
2013 3rd International Workshop on Empirical Requirements Engineering 2013
Citations: 17



A Risk Poker Based Testing Model For Scrum
SNH Ghazali, SS Salim, I Inayat, SHA Hamid
International Journal of Computer Systems Science and Engineering 33 (3), 1-18 2018
Citations: 15



Requirements Dependencies-Based Test Case Prioritization for Extra-Functional Properties
M Abbas, I Inayat, M Saadatmand, N Jan
2019 IEEE International Conference on Software Testing, Verification and 2019
Citations: 14



AGILE- based Software Product Development using Cloud Computing Services: Findings from a Case Study
I Inayat, SS Salim, ZM Kasirun
Science International 25 (4), 1065-1069 2013
Citations: 14



A security risk mitigation framework for cyber physical systems
M Zahid, I Inayat, M Daneva, Z Mehmood
Journal of software: Evolution and Process 32 (2), e2219 2020
Citations: 13