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 2021-10-01 to 2025-10-01.)

Article	Citations
AI‐Driven Dynamic Resource Allocation for IoT Networks Using Graph‐Convolutional Transformer and Hybrid Optimization	29
Selecting reliable blockchain peers via hybrid blockchain reliability prediction	23
Structuring meaningful bug‐fixing patches to fix software defect	23
The impact of feature selection techniques on effort‐aware defect prediction: An empirical study	21
SmartProvenance: User‐friendly provenance system for internet of things applications based on event flow graphs	20
Retracted: Software solution for text summarisation using machine learning based Bidirectional Encoder Representations from Transformers algorithm	20
Effect of requirements specification using native language on external software quality	17
Constructing meaningful code changes via graph transformer	14
A systematic mapping study on machine learning methodologies for requirements management	12
Retracted: Smart optimal path with blockchain modelling in internet of things using enhanced K‐means clustering and advance encryption standard	11
Malware recognition approach based on self‐similarity and an improved clustering algorithm	10
IAPCP: An Effective Cross‐Project Defect Prediction Model via Intra‐Domain Alignment and Programming‐Based Distribution Adaptation	9
A deep learning‐based approach for software vulnerability detection using code metrics	8
Retracted: Blockchain‐based covert software information transmission for bitcoin	8
Elevating Cloud Security With Advanced Trust Evaluation and Optimization of Hybrid Fireberg Technique	8
A Data‐Driven Artificial Neural Network Approach to Software Project Risk Assessment	8
Breaking the Blockchain Trilemma: A Comprehensive Consensus Mechanism for Ensuring Security, Scalability, and Decentralization	7
	7
Retracted: Intelligent design of rural residential environment guided by blockchain under the concept of green low carbon	7
A Meta‐Model Architecture and Elimination Method for Uncertainty Modeling	7
Retracted: Optimization of E‐commerce platform marketing method and comment recognition model based on deep learning and intelligent blockchain	7
	7
An Empirical Study on Downstream Dependency Package Groups in Software Packaging Ecosystems	6
An Expository Examination of Temporally Evolving Graph‐Based Approaches for the Visual Investigation of Autonomous Driving	6
Implementation of Neural Style Transformation Technique for Artistic Image Processing Using VGG19	6

DAA‐UNet: A Dense Connectivity and Atrous Spatial Pyramid Pooling Attention UNet Model for Retinal Optical Coherence Tomography Fluid Segmentation	6
Proposed ethical framework for software requirements engineering	6
Design and Efficacy of a Data Lake Architecture for Multimodal Emotion Feature Extraction in Social Media	6
Emerging and multidisciplinary approaches to software engineering	5
VdaBSC: A Novel Vulnerability Detection Approach for Blockchain Smart Contract by Dynamic Analysis	5
Test‐driven development, engagement in activity, and maintainability: An empirical study	5
Evaluating the Impact of Data Transformation Techniques on the Performance and Interpretability of Software Defect Prediction Models	5
Exploiting DBSCAN and Combination Strategy to Prioritize the Test Suite in Regression Testing	5
A decision framework for cloud migration: A hybrid approach	5
Predicting Software Perfection Through Advanced Models to Uncover and Prevent Defects	5
	5
Bayesian Network analysis of software logs for data‐driven software maintenance	5
	5
Conformance evaluation of the top‐100 Ethereum token smart contracts with Ethereum Request for Comment‐20 functional specifications	4
An unsupervised cross project model for crashing fault residence identification	4
A 20‐year mapping of Bayesian belief networks in software project management	4
Segmented Frequency‐Domain Correlation Prediction Model for Long‐Term Time Series Forecasting Using Transformer	4
Unveiling the Dynamics of Extrinsic Motivations in Shaping Future Experts’ Contributions to Developer Q&A Communities	4
Developing a User‐Centric Quality Model for Gaming as a Service (GaaS): Enhancing User Satisfaction Through Key Quality Factors	4
	3
A systematic mapping study of source code representation for deep learning in software engineering	3
A memetic algorithm for high‐strength covering array generation	3
	3
Software Defect Prediction Using Deep Q‐Learning Network‐Based Feature Extraction	3
Realising benefits in public IT projects: A multiple case study	3
Systematic Mapping of AI‐Based Approaches for Requirements Prioritization	3
Automated Hybrid Methodology for Software Architecture Style Selection Using Analytic Hierarchy Process and Fuzzy Analytic Hierarchy Process	2
A Real Time Cardiomyopathy Detection Tool Using Ml Ensemble Models	2
Characterising the digital transformation of IT consulting services–Results from a systematic mapping study	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
ConCPDP: A Cross‐Project Defect Prediction Method Integrating Contrastive Pretraining and Category Boundary Adjustment	2
Cross‐Project Defect Prediction Using Transfer Learning with Long Short‐Term Memory Networks	2
A model for developing dependable systems using a component‐based software development approach (MDDS‐CBSD)	2
Mutation‐inspired symbolic execution for software testing	2
	2
Retracted: Software based sentiment analysis of clinical data for healthcare sector	1
Retracted: The use of the intelligent Bayesian network method combined with blockchain technology in the optimisation of tunnel construction quality control	1
IC‐GraF: An Improved Clustering with Graph‐Embedding‐Based Features for Software Defect Prediction	1
Retracted: A software‐based framework for the development of smart healthcare systems using fog computing	1
Guest Editorial: Machine learning applied to quality and security in software systems	1
Retracted: Research on intelligent elevation control method of shearer drum based on deep learning	1
A cross‐project defect prediction method based on multi‐adaptation and nuclear norm	1
Understanding Work Rhythms in Software Development and Their Effects on Technical Performance	1
Retracted: A conceptual framework for crowdsourcing requirements engineering in SCRUM‐based environment	1
	1
A new index‐based hyper‐heuristic algorithm for global optimisation problems	1
Retracted: Anomaly detection with ensemble empirical mode decomposition and approximate entropy for quick user datagram protocol internet connection‐based distributed Blockchain systems	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
	1
An Observational Study on React Native (RN) Questions on Stack Overflow (SO)	1
Web‐Based Early Dementia Detection Using Deep Learning, Ensemble Machine Learning, and Model Explainability Through LIME and SHAP	1
Metamorphic testing of named entity recognition systems: A case study	1
Blockchain Consensus Scheme Based on the Proof of Distributed Deep Learning Work	1
Benefits management and Information Technology work distribution	1
Mining relevant solutions for programming tasks from search engine results	1
Research and Application of Firewall Log and Intrusion Detection Log Data Visualization System	1
MetaFL: Metamorphic fault localisation using weakly supervised deep learning	1
Retracted: Track and field competition data collection using a vision sensor system and machine learning	1
Revisit security in the era of DevOps: An evidence‐based inquiry into DevSecOps industry	1