OOIR: Observatory of International Research

Papers

(The TQCC of Automated Software Engineering is 6. 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 2020-11-01 to 2024-11-01.)

Article	Citations
Efficient deep-reinforcement learning aware resource allocation in SDN-enabled fog paradigm	38
Prediction of software fault-prone classes using ensemble random forest with adaptive synthetic sampling algorithm	36
How to certify machine learning based safety-critical systems? A systematic literature review	29
A Novel Technique for Accelerating Live Migration in Cloud Computing	27
Directed Artificial Bee Colony algorithm with revamped search strategy to solve global numerical optimization problems	26
Considering dependencies between bug reports to improve bugs triage	25
Predicting the Defects using Stacked Ensemble Learner with Filtered Dataset	25
Convolutional neural network for stock trading using technical indicators	25
Deep learning approach for intrusion detection in IoT-multi cloud environment	25
Improving the prediction of continuous integration build failures using deep learning	24
UAV surveillance for violence detection and individual identification	21
DeepGuard: a framework for safeguarding autonomous driving systems from inconsistent behaviour	20
Faults in deep reinforcement learning programs: a taxonomy and a detection approach	18
Opinion mining for app reviews: an analysis of textual representation and predictive models	18
On the documentation of refactoring types	17
Discriminating features-based cost-sensitive approach for software defect prediction	16
Leveraging structural properties of source code graphs for just-in-time bug prediction	11
Model checking strategy-controlled systems in rewriting logic	11
AIDM: artificial intelligent for digital museum autonomous system with mixed reality and software-driven data collection and analysis	10
Guided pattern mining for API misuse detection by change-based code analysis	10
Static data-flow analysis for software product lines in C	10
Towards automatic business process redesign: an NLP based approach to extract redesign suggestions	10
Traceability recovery between bug reports and test cases-a Mozilla Firefox case study	10
Can we generate shellcodes via natural language? An empirical study	10
Test case prioritization using test case diversification and fault-proneness estimations	10

SSD based waste separation in smart garbage using augmented clustering NMS	10
An NLP-based quality attributes extraction and prioritization framework in Agile-driven software development	9
Code comment generation based on graph neural network enhanced transformer model for code understanding in open-source software ecosystems	8
Semi-supervised and unsupervised anomaly detection by mining numerical workflow relations from system logs	8
Information security implications of using NLP in IT outsourcing: a Diffusion of Innovation theory perspective	8
DroidHook: a novel API-hook based Android malware dynamic analysis sandbox	8
Cloud—based multiple importance sampling algorithm with AI based CNN classifier for secure infrastructure	8
Quantifying effectiveness of team recommendation for collaborative software development	8
Gradient contouring and texture modelling based CAD system for improved TB classification	8
Towards digitalization of requirements: generating context-sensitive user stories from diverse specifications	7
SiaLog: detecting anomalies in software execution logs using the siamese network	7
Data-driven prototyping via natural-language-based GUI retrieval	7
Self-admitted technical debt in R: detection and causes	7
ANCHOR: locating android framework-specific crashing faults	7
RCM-extractor: an automated NLP-based approach for extracting a semi formal representation model from natural language requirements	7
ALBA: a model-driven framework for the automatic generation of android location-based apps	7
GNet4FL: effective fault localization via graph convolutional neural network	6
Machine learning approach for software defect prediction using multi-core parallel computing	6
Genetic algorithms and heuristics hybridized for software architecture recovery	6
$$l-$$PEES-IMP: lightweight proxy re-encryption-based identity management protocol for enhancing privacy over multi-cloud environment	6
Distilled GPT for source code summarization	6
bjXnet: an improved bug localization model based on code property graph and attention mechanism	6
Does sentiment help requirement engineering: exploring sentiments in user comments to discover informative comments	6