OOIR: Observatory of International Research

Papers

(The median citation count of Automated Software Engineering 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 2021-02-01 to 2025-02-01.)

Article	Citations
Natural language ambiguity resolution by intelligent semantic annotation of software requirements	38
An NLP-based quality attributes extraction and prioritization framework in Agile-driven software development	36
Actor-critic architecture based probabilistic meta-reinforcement learning for load balancing of controllers in software defined networks	34
Grouping related stack overflow comments for software developer recommendation	29
AppSPIN: reconfiguration-based responsiveness testing and diagnosing for Android Apps	26
Interactive search-based Product Line Architecture design	25
A study on cross-project fault prediction through resampling and feature reduction along with source projects selection	25
A holistic approach to software fault prediction with dynamic classification	25
FLASc: a formal algebra for labeled property graph schema	24
Does sentiment help requirement engineering: exploring sentiments in user comments to discover informative comments	21
Predicting the Defects using Stacked Ensemble Learner with Filtered Dataset	20
An automated approach to aspect-based sentiment analysis of apps reviews using machine and deep learning	18
A framework for conditional statement technical debt identification and description	18
Mobile traffic flow prediction using intelligent whale optimization algorithm	17
Cloud—based multiple importance sampling algorithm with AI based CNN classifier for secure infrastructure	16
$$AI^{2}$$: the next leap toward native language-based and explainable machine learning framework	13
DeepGuard: a framework for safeguarding autonomous driving systems from inconsistent behaviour	11
Comparing apples and oranges? Investigating the consistency of CPU and memory profiler results across multiple java versions	11
Bash comment generation via data augmentation and semantic-aware CodeBERT	10
ReBack: recommending backports in social coding environments	10
A model-driven framework for developing android-based classic multiplayer 2D board games	10
Using data mining techniques to generate test cases from graph transformation systems specifications	10
Sound analysis and migration of data from Ethereum smart contracts	10
Meta network attention-based feature matching for heterogeneous defect prediction	10
Test-suite-guided discovery of least privilege for cloud infrastructure as code	10

Mining domain-specific edit operations from model repositories with applications to semantic lifting of model differences and change profiling	9
Using model-driven engineering to automate software language translation	8
Opinion mining for app reviews: an analysis of textual representation and predictive models	8
Large language models for qualitative research in software engineering: exploring opportunities and challenges	8
Deep learning approach for intrusion detection in IoT-multi cloud environment	8
Semi-supervised and unsupervised anomaly detection by mining numerical workflow relations from system logs	8
Mitigating the impact of mislabeled data on deep predictive models: an empirical study of learning with noise approaches in software engineering tasks	8
BOLD: an ontology-based log debugger for C programs	8
Data-driven prototyping via natural-language-based GUI retrieval	7
Identification and visualization of variability implementations in object-oriented variability-rich systems: a symmetry-based approach	7
DroidHook: a novel API-hook based Android malware dynamic analysis sandbox	7
Future of software development with generative AI	7
Model checking strategy-controlled systems in rewriting logic	7
Correction: Agile meets quantum: a novel genetic algorithm model for predicting the success of quantum software development project	7
Directed Artificial Bee Colony algorithm with revamped search strategy to solve global numerical optimization problems	7
UAV surveillance for violence detection and individual identification	6
Automated verification of concurrent go programs via bounded model checking	6
DL4SC: a novel deep learning-based vulnerability detection framework for smart contracts	6
Α tool for requirements engineering using ontologies and boilerplates	6
A symbolic execution-based method to perform untargeted attack on feed-forward neural networks	6
GUI visual aspect migration: a framework agnostic solution	6
Gradient contouring and texture modelling based CAD system for improved TB classification	6
Guest Editorial: Deep Learning in Open-Source Software Ecosystems	5
BCGen: a comment generation method for bytecode	5
$$l-$$PEES-IMP: lightweight proxy re-encryption-based identity management protocol for enhancing privacy over multi-cloud environment	5
Adversarial generation method for smart contract fuzz testing seeds guided by chain-based LLM	5
6G secure quantum communication: a success probability prediction model	4
STAn: analysis of data traces using an event-driven interval temporal logic	4
SiaLog: detecting anomalies in software execution logs using the siamese network	4
ANCHOR: locating android framework-specific crashing faults	4
GenerativeGI: creating generative art with genetic improvement	4
DifFuzzAR: automatic repair of timing side-channel vulnerabilities via refactoring	4
Knowledge-enhanced software refinement: leveraging reinforcement learning for search-based quality engineering	4
Bug reports priority classification models. Replication study	4
Quality assessment framework to rank software projects	4
Improving generality and accuracy of existing public development project selection methods: a study on GitHub ecosystem	4
Automated test data generation and stubbing method for C/C++ embedded projects	4
Enhancing fault localization in microservices systems through span-level using graph convolutional networks	3
Optimized design refactoring (ODR): a generic framework for automated search-based refactoring to optimize object-oriented software architectures	3
Machine-readable specification and intelligent cloud-based execution of logical test cases for automated driving functions	3
Data cleaning and machine learning: a systematic literature review	3
Exploring the impact of data preprocessing techniques on composite classifier algorithms in cross-project defect prediction	3
TM-fuzzer: fuzzing autonomous driving systems through traffic management	3
Agile meets quantum: a novel genetic algorithm model for predicting the success of quantum software development project	3
Large language model based mutations in genetic improvement	3
ProRLearn: boosting prompt tuning-based vulnerability detection by reinforcement learning	3
Automated system-level testing of unmanned aerial systems	3
Parallelization of genetic algorithms for software architecture recovery	3
Regression test selection in test-driven development	2
A systematic decision-making framework for tackling quantum software engineering challenges	2

Sampling configurations from software product lines via probability-aware diversification and SAT solving	2
Prediction of software fault-prone classes using ensemble random forest with adaptive synthetic sampling algorithm	2
Source code change analysis with deep learning based programming model	2
Online ontological quality assessment of converted UML class diagrams in SRE	2
Code comment generation based on graph neural network enhanced transformer model for code understanding in open-source software ecosystems	2
Madusa: mobile application demo generation based on usage scenarios	2
HQLgen: deep learning based HQL query generation from program context	2
bjXnet: an improved bug localization model based on code property graph and attention mechanism	2
Enhancing embedded systems development with TS$$^-$$	2
Evolving scientific code adaptations with modularization frameworks	2
Automatic recognizing relevant fragments of APIs using API references	2
RFMC-CS: a representation fusion based multi-view momentum contrastive learning framework for code search	2
Crowdsourced test case generation for android applications via static program analysis	2
QUARE: towards a question-answering model for requirements elicitation	2
New failure rate model for iterative software development life cycle process	1
Towards automatic detection and prioritization of pre-logging overhead: a case study of hadoop ecosystem	1
An object detection-based framework for automatically recognizing iStar hand drafts	1
Detecting non-natural language artifacts for de-noising bug reports	1
Detecting question relatedness in programming Q&A communities via bimodal feature fusion	1
Prompt enhance API recommendation: visualize the user’s real intention behind this query	1
Convolutional neural network for stock trading using technical indicators	1
Towards a behavior tree-based robotic software architecture with adjoint observation schemes for robotic software development	1
Guided pattern mining for API misuse detection by change-based code analysis	1
An extensive study of the effects of different deep learning models on code vulnerability detection in Python code	1
An SDN architecture for patent prior art search system based on phrase embedding	1
PTSSBench: a performance evaluation platform in support of automated parameter tuning of software systems	1
BPM supported model generation by contemplating key elements of information security	1
Quantifying effectiveness of team recommendation for collaborative software development	1
SSD based waste separation in smart garbage using augmented clustering NMS	1
MerIt: improving neural program synthesis by merging collective intelligence	1
DICE simulation: a tool for software performance assessment at the design stage	1
An Automated Security Concerns Recommender Based on Use Case Specification Ontology	1
Can AI serve as a substitute for human subjects in software engineering research?	1
Self-admitted technical debt in R: detection and causes	1
Intelligent software-driven immersive environment for online political guiding based on brain-computer interface and autonomous systems	1
A security framework for mobile agent systems	1
Leveraging structural properties of source code graphs for just-in-time bug prediction	1
Prioritizing refactorings for security-critical code	1
Software defect prediction: future directions and challenges	1
Machine learning approach for software defect prediction using multi-core parallel computing	1
RCM-extractor: an automated NLP-based approach for extracting a semi formal representation model from natural language requirements	1
A survey on robustness attacks for deep code models	1
Improving the prediction of continuous integration build failures using deep learning	1
Traceability recovery between bug reports and test cases-a Mozilla Firefox case study	1