OOIR: Observatory of International Research

Papers

(The TQCC of Automated Software Engineering is 5. 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