OOIR: Observatory of International Research

Papers

(The median citation count of IET Software is 1. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2021-11-01 to 2025-11-01.)

Article	Citations
Constructing meaningful code changes via graph transformer	30
The impact of feature selection techniques on effort‐aware defect prediction: An empirical study	25
Selecting reliable blockchain peers via hybrid blockchain reliability prediction	24
Retracted: Software solution for text summarisation using machine learning based Bidirectional Encoder Representations from Transformers algorithm	23
A systematic mapping study on machine learning methodologies for requirements management	22
Retracted: Smart optimal path with blockchain modelling in internet of things using enhanced K‐means clustering and advance encryption standard	20
Structuring meaningful bug‐fixing patches to fix software defect	17
AI‐Driven Dynamic Resource Allocation for IoT Networks Using Graph‐Convolutional Transformer and Hybrid Optimization	14
SmartProvenance: User‐friendly provenance system for internet of things applications based on event flow graphs	12
Effect of requirements specification using native language on external software quality	12
Retracted: Blockchain‐based covert software information transmission for bitcoin	10
IAPCP: An Effective Cross‐Project Defect Prediction Model via Intra‐Domain Alignment and Programming‐Based Distribution Adaptation	10
A Data‐Driven Artificial Neural Network Approach to Software Project Risk Assessment	9
Malware recognition approach based on self‐similarity and an improved clustering algorithm	9
Elevating Cloud Security With Advanced Trust Evaluation and Optimization of Hybrid Fireberg Technique	8
	8
A deep learning‐based approach for software vulnerability detection using code metrics	8
Breaking the Blockchain Trilemma: A Comprehensive Consensus Mechanism for Ensuring Security, Scalability, and Decentralization	7
Design and Efficacy of a Data Lake Architecture for Multimodal Emotion Feature Extraction in Social Media	7
Retracted: Intelligent design of rural residential environment guided by blockchain under the concept of green low carbon	7
Design of Minimal Spanning Tree and Analytic Hierarchical Process (SAHP) Based Hybrid Technique for Software Requirements Prioritization	7
Retracted: Optimization of E‐commerce platform marketing method and comment recognition model based on deep learning and intelligent blockchain	7
Evaluating the Impact of Data Transformation Techniques on the Performance and Interpretability of Software Defect Prediction Models	6
Implementation of Neural Style Transformation Technique for Artistic Image Processing Using VGG19	6
An Expository Examination of Temporally Evolving Graph‐Based Approaches for the Visual Investigation of Autonomous Driving	6

Proposed ethical framework for software requirements engineering	6
A Meta‐Model Architecture and Elimination Method for Uncertainty Modeling	6
DAA‐UNet: A Dense Connectivity and Atrous Spatial Pyramid Pooling Attention UNet Model for Retinal Optical Coherence Tomography Fluid Segmentation	6
An Empirical Study on Downstream Dependency Package Groups in Software Packaging Ecosystems	6
	6
Segmented Frequency‐Domain Correlation Prediction Model for Long‐Term Time Series Forecasting Using Transformer	5
VdaBSC: A Novel Vulnerability Detection Approach for Blockchain Smart Contract by Dynamic Analysis	5
Predicting Software Perfection Through Advanced Models to Uncover and Prevent Defects	5
Conformance evaluation of the top‐100 Ethereum token smart contracts with Ethereum Request for Comment‐20 functional specifications	5
Bayesian Network analysis of software logs for data‐driven software maintenance	5
Test‐driven development, engagement in activity, and maintainability: An empirical study	5
A decision framework for cloud migration: A hybrid approach	5
	5
Exploiting DBSCAN and Combination Strategy to Prioritize the Test Suite in Regression Testing	5
A systematic mapping study of source code representation for deep learning in software engineering	4
An unsupervised cross project model for crashing fault residence identification	4
Unveiling the Dynamics of Extrinsic Motivations in Shaping Future Experts’ Contributions to Developer Q&A Communities	4
A 20‐year mapping of Bayesian belief networks in software project management	4
Developing a User‐Centric Quality Model for Gaming as a Service (GaaS): Enhancing User Satisfaction Through Key Quality Factors	4
Software Defect Prediction Using Deep Q‐Learning Network‐Based Feature Extraction	3
	3
A Real Time Cardiomyopathy Detection Tool Using Ml Ensemble Models	3
Systematic Mapping of AI‐Based Approaches for Requirements Prioritization	3
A memetic algorithm for high‐strength covering array generation	3
Android malware detection via efficient application programming interface call sequences extraction and machine learning classifiers	3
Realising benefits in public IT projects: A multiple case study	3
Cross‐Project Defect Prediction Using Transfer Learning with Long Short‐Term Memory Networks	3
	3
Mutation‐inspired symbolic execution for software testing	2
Measuring nesting	2
	2
Retracted: A conceptual framework for crowdsourcing requirements engineering in SCRUM‐based environment	2
Automated Hybrid Methodology for Software Architecture Style Selection Using Analytic Hierarchy Process and Fuzzy Analytic Hierarchy Process	2
Characterising the digital transformation of IT consulting services–Results from a systematic mapping study	2
ConCPDP: A Cross‐Project Defect Prediction Method Integrating Contrastive Pretraining and Category Boundary Adjustment	2
A cross‐project defect prediction method based on multi‐adaptation and nuclear norm	2
Retracted: Track and field competition data collection using a vision sensor system and machine learning	2
DOOSRA—Distributed Object‐Oriented Software Restructuring Approach using DIM‐K‐means and MAD‐based ENRNN classifier	2
A model for developing dependable systems using a component‐based software development approach (MDDS‐CBSD)	2
Understanding Work Rhythms in Software Development and Their Effects on Technical Performance	2
	2
An Observational Study on React Native (RN) Questions on Stack Overflow (SO)	2
Revisit security in the era of DevOps: An evidence‐based inquiry into DevSecOps industry	1
MetaFL: Metamorphic fault localisation using weakly supervised deep learning	1
Retracted: Software based sentiment analysis of clinical data for healthcare sector	1
Blockchain Consensus Scheme Based on the Proof of Distributed Deep Learning Work	1
Analysis of Emotional Deconstruction and the Role of Emotional Value for Learners in Animation Works Based on Digital Multimedia Technology	1
Enhancing Software Engineering With AI: Innovations, Challenges, and Future Directions	1
Retracted: Scientific programming using optimized machine learning techniques for software fault prediction to improve software quality	1
Retracted: Anomaly detection with ensemble empirical mode decomposition and approximate entropy for quick user datagram protocol internet connection‐based distributed Blockchain systems	1

	1
Guest Editorial: Machine learning applied to quality and security in software systems	1
Research and Application of Firewall Log and Intrusion Detection Log Data Visualization System	1
A synergic quantum particle swarm optimisation for constrained combinatorial test generation	1
Concurrent software fine‐coarse‐grained automatic modelling by Coloured Petri Nets for model checking	1
Formal verification of a telerehabilitation system through an abstraction and refinement approach using Uppaal	1
Retracted: Investigating the interactive audio‐visual course mode for college English using virtual reality and artificial intelligence	1
Detecting Floating‐Point Expression Errors Based Improved PSO Algorithm	1
A new index‐based hyper‐heuristic algorithm for global optimisation problems	1
Mining relevant solutions for programming tasks from search engine results	1
Benefits management and Information Technology work distribution	1
Web‐Based Early Dementia Detection Using Deep Learning, Ensemble Machine Learning, and Model Explainability Through LIME and SHAP	1
Retracted: Research on intelligent elevation control method of shearer drum based on deep learning	1
IC‐GraF: An Improved Clustering with Graph‐Embedding‐Based Features for Software Defect Prediction	1
	1
Metamorphic testing of named entity recognition systems: A case study	1
Retracted: The use of the intelligent Bayesian network method combined with blockchain technology in the optimisation of tunnel construction quality control	1
A hybrid model for prediction of software effort based on team size	1
Retracted: A software‐based framework for the development of smart healthcare systems using fog computing	1