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 2022-08-01 to 2026-08-01.)

Article	Citations
Constructing meaningful code changes via graph transformer	39
Retracted: Smart optimal path with blockchain modelling in internet of things using enhanced K‐means clustering and advance encryption standard	35
Retracted: Software solution for text summarisation using machine learning based Bidirectional Encoder Representations from Transformers algorithm	24
Selecting reliable blockchain peers via hybrid blockchain reliability prediction	22
A systematic mapping study on machine learning methodologies for requirements management	20
AI‐Driven Dynamic Resource Allocation for IoT Networks Using Graph‐Convolutional Transformer and Hybrid Optimization	20
The impact of feature selection techniques on effort‐aware defect prediction: An empirical study	18
Effect of requirements specification using native language on external software quality	15
An Empirical Process Model for Agile Practitioners Developing Healthcare Software	13
A Structured Lifecycle Model for Quantum Software Engineering: Bridging Technical Challenges and Future Directions	11
Structuring meaningful bug‐fixing patches to fix software defect	10
IAPCP: An Effective Cross‐Project Defect Prediction Model via Intra‐Domain Alignment and Programming‐Based Distribution Adaptation	9
SmartProvenance: User‐friendly provenance system for internet of things applications based on event flow graphs	9
Elevating Cloud Security With Advanced Trust Evaluation and Optimization of Hybrid Fireberg Technique	9
Retracted: Blockchain‐based covert software information transmission for bitcoin	9
Refactoring Object‐Oriented Software With ChatGPT: An Empirical Study	9
Enhancing Requirements via Structured Formalization and Process‐State Consistency Validation: An LLM‐Assisted Test‐Driven Framework	8
	8
A Data‐Driven Artificial Neural Network Approach to Software Project Risk Assessment	8
Retracted: Intelligent design of rural residential environment guided by blockchain under the concept of green low carbon	7
A Private Blockchain and IPFS‐Based Secure and Decentralized Framework for People Surveillance via Deep Learning Techniques	7
Design of Minimal Spanning Tree and Analytic Hierarchical Process (SAHP) Based Hybrid Technique for Software Requirements Prioritization	6
MAD‐HAR: Privacy‐Preserving On‐Device Human Action Recognition via Multiagent LLM Debate	6
Retracted: Optimization of E‐commerce platform marketing method and comment recognition model based on deep learning and intelligent blockchain	6
AMRerank: A Framework for Library Migration Recommendations Using Multi‐Agent Analysis and Data‐Driven Reranking	6

A Meta‐Model Architecture and Elimination Method for Uncertainty Modeling	5
An Expository Examination of Temporally Evolving Graph‐Based Approaches for the Visual Investigation of Autonomous Driving	5
A Hybrid Psychometric‐MCDM Framework for Optimized Human‐Centric Decisions in Software Engineering	5
	5
Breaking the Blockchain Trilemma: A Comprehensive Consensus Mechanism for Ensuring Security, Scalability, and Decentralization	5
DAA‐UNet: A Dense Connectivity and Atrous Spatial Pyramid Pooling Attention UNet Model for Retinal Optical Coherence Tomography Fluid Segmentation	5
Design and Efficacy of a Data Lake Architecture for Multimodal Emotion Feature Extraction in Social Media	5
WITHDRAWAL: Application of NNE-CNN based non-numerical individual feature extraction in rice breeding optimization	5
An Empirical Study on Downstream Dependency Package Groups in Software Packaging Ecosystems	4
Implementation of Neural Style Transformation Technique for Artistic Image Processing Using VGG19	4
HDR‐SA: A Hybrid Deep Learning and RoBERTa‐Based Framework for Sentiment and Aspect Analysis	4
Proposed ethical framework for software requirements engineering	4
Evaluating the Impact of Data Transformation Techniques on the Performance and Interpretability of Software Defect Prediction Models	4
Two‐Stream Modeling for Document‐Level Event Argument Extraction Using Contextual Clue and AMR Structures	4
Blockchain‐Audited Federated Learning: Securing Data and Model Updates With On‐Chain Provenance	4
	4
A decision framework for cloud migration: A hybrid approach	3
Investigation and Research on Several Key Issues of Software Defect Prediction	3
Blockchain‐Enabled AI for Smart Head Counting and Emergency Mustering System	3
Predicting Software Perfection Through Advanced Models to Uncover and Prevent Defects	3
VdaBSC: A Novel Vulnerability Detection Approach for Blockchain Smart Contract by Dynamic Analysis	3
Unveiling the Dynamics of Extrinsic Motivations in Shaping Future Experts’ Contributions to Developer Q&A Communities	3
Segmented Frequency‐Domain Correlation Prediction Model for Long‐Term Time Series Forecasting Using Transformer	3
An unsupervised cross project model for crashing fault residence identification	3
Test‐driven development, engagement in activity, and maintainability: An empirical study	3
Investigation of the Activities Performed by Experimental Researchers in a Software Engineering Lab Using an Ethnographic Methodology	3
Exploiting DBSCAN and Combination Strategy to Prioritize the Test Suite in Regression Testing	3
Developing a User‐Centric Quality Model for Gaming as a Service (GaaS): Enhancing User Satisfaction Through Key Quality Factors	3
Sentiment Analysis of Twitter Data on Quantum Computing: An Exploratory Silver‐Label Baseline Study	3
Research on the Application of Artificial Intelligence Technology in Color Matching in Product Appearance and Function Design	3
Bayesian Network analysis of software logs for data‐driven software maintenance	3
VulFinder: A Multi‐Agent‐Driven Test Generation Framework for Guiding Vulnerability Reachability Analysis	2
A memetic algorithm for high‐strength covering array generation	2
	2
Impact of Co‐Occurrences of Code Smells and Design Patterns on Internal Code Quality Attributes	2
A Real Time Cardiomyopathy Detection Tool Using Ml Ensemble Models	2
Understanding Work Rhythms in Software Development and Their Effects on Technical Performance	2
	2
A model for developing dependable systems using a component‐based software development approach (MDDS‐CBSD)	2
Realising benefits in public IT projects: A multiple case study	2
Systematic Mapping of AI‐Based Approaches for Requirements Prioritization	2
Proximity‐Based Filtering: An Improved Adaptive Random Testing Approach Based on Orthogonal Bisections and Imaginary Offsets	2
Design Pattern Prediction From Source Code Using LLM–Based Feature Engineering and SVM Classification	2
Retracted: A conceptual framework for crowdsourcing requirements engineering in SCRUM‐based environment	2
WITHDRAWAL: A Comprehensive Study of Artificial Intelligence and Software Trend for Adaptive Enhancement of English Teaching in Colleges	2
ConCPDP: A Cross‐Project Defect Prediction Method Integrating Contrastive Pretraining and Category Boundary Adjustment	2
Software Defect Prediction Using Deep Q ‐Learning Network‐Based Feature Extraction	2
Cross‐Project Defect Prediction Using Transfer Learning with Long Short‐Term Memory Networks	2
	2
Adaptive Multi‐Lens Phase Modulation for Scale‐Aware Privacy‐Preserving Human Pose Recognition	2

Android malware detection via efficient application programming interface call sequences extraction and machine learning classifiers	2
DOOSRA—Distributed Object‐Oriented Software Restructuring Approach using DIM‐K‐means and MAD‐based ENRNN classifier	2
Measuring nesting	2
Automated Hybrid Methodology for Software Architecture Style Selection Using Analytic Hierarchy Process and Fuzzy Analytic Hierarchy Process	2
IC‐GraF: An Improved Clustering with Graph‐Embedding‐Based Features for Software Defect Prediction	1
A Fusion of Recommendation Techniques to Deliver Personalized Tourism Experience	1
Research and Application of Firewall Log and Intrusion Detection Log Data Visualization System	1
Retracted: Software based sentiment analysis of clinical data for healthcare sector	1
Retracted: Track and field competition data collection using a vision sensor system and machine learning	1
Guest Editorial: Machine learning applied to quality and security in software systems	1
	1
Retracted: The use of the intelligent Bayesian network method combined with blockchain technology in the optimisation of tunnel construction quality control	1
Blockchain Consensus Scheme Based on the Proof of Distributed Deep Learning Work	1
A Hybrid Explainable Machine Learning Framework for Fair and Transparent Loan Approval Prediction	1
Revisit security in the era of DevOps: An evidence‐based inquiry into DevSecOps industry	1
Retracted: Research on intelligent elevation control method of shearer drum based on deep learning	1
Loan Default Prediction Method Based on Sample Optimisation and Bagging Integration With CatBoost‐GRU	1
An Observational Study on React Native (RN) Questions on Stack Overflow (SO)	1
MetaFL: Metamorphic fault localisation using weakly supervised deep learning	1
Retracted: Investigating the interactive audio‐visual course mode for college English using virtual reality and artificial intelligence	1
Retracted: A software‐based framework for the development of smart healthcare systems using fog computing	1
FactCheck: Feasibility‐Aware Long‐Term Action Anticipation With Multi‐Agent Collaboration	1
Enhancing Software Engineering With AI: Innovations, Challenges, and Future Directions	1
Web‐Based Early Dementia Detection Using Deep Learning, Ensemble Machine Learning, and Model Explainability Through LIME and SHAP	1
Concurrent software fine‐coarse‐grained automatic modelling by Coloured Petri Nets for model checking	1
WITHDRAWAL: Application of Resource Acquisition Method Using Blockchain for the Construction of Resource Sharing Software Model in Physical Education	1
WITHDRAWAL: Financial Evaluation and Abnormal Data Diagnosis of Listed Enterprises in Public Health Industry	1
Mining relevant solutions for programming tasks from search engine results	1
Detecting Floating‐Point Expression Errors Based Improved PSO Algorithm	1
Retracted: Anomaly detection with ensemble empirical mode decomposition and approximate entropy for quick user datagram protocol internet connection‐based distributed Blockchain systems	1
KAN–U‐Net: An Enhanced KAN‐Fused U‐Net for Medical Image Segmentation	1