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 2020-05-01 to 2024-05-01.)

Article	Citations
Understanding machine learning software defect predictions	40
Efficient deep-reinforcement learning aware resource allocation in SDN-enabled fog paradigm	31
Considering dependencies between bug reports to improve bugs triage	25
Modeling user concerns in Sharing Economy: the case of food delivery apps	25
Prediction of software fault-prone classes using ensemble random forest with adaptive synthetic sampling algorithm	25
Convolutional neural network for stock trading using technical indicators	23
Predicting the Defects using Stacked Ensemble Learner with Filtered Dataset	23
Directed Artificial Bee Colony algorithm with revamped search strategy to solve global numerical optimization problems	21
A Novel Technique for Accelerating Live Migration in Cloud Computing	21
ConfigCrusher: towards white-box performance analysis for configurable systems	19
How to certify machine learning based safety-critical systems? A systematic literature review	17
Multi-objective code reviewer recommendations: balancing expertise, availability and collaborations	16
UAV surveillance for violence detection and individual identification	16
Faults in deep reinforcement learning programs: a taxonomy and a detection approach	16
Deep learning approach for intrusion detection in IoT-multi cloud environment	16
Opinion mining for app reviews: an analysis of textual representation and predictive models	15
DeepGuard: a framework for safeguarding autonomous driving systems from inconsistent behaviour	15
On the documentation of refactoring types	15
Improving the prediction of continuous integration build failures using deep learning	14
Discriminating features-based cost-sensitive approach for software defect prediction	13
Towards automatic business process redesign: an NLP based approach to extract redesign suggestions	9
Guided pattern mining for API misuse detection by change-based code analysis	9
SSD based waste separation in smart garbage using augmented clustering NMS	8
Cloud—based multiple importance sampling algorithm with AI based CNN classifier for secure infrastructure	8
Can we generate shellcodes via natural language? An empirical study	7

Leveraging structural properties of source code graphs for just-in-time bug prediction	7
Information security implications of using NLP in IT outsourcing: a Diffusion of Innovation theory perspective	7
AIDM: artificial intelligent for digital museum autonomous system with mixed reality and software-driven data collection and analysis	7
Traceability recovery between bug reports and test cases-a Mozilla Firefox case study	7
Static data-flow analysis for software product lines in C	6
ANCHOR: locating android framework-specific crashing faults	6
$$l-$$PEES-IMP: lightweight proxy re-encryption-based identity management protocol for enhancing privacy over multi-cloud environment	6
Test case prioritization using test case diversification and fault-proneness estimations	6
ALBA: a model-driven framework for the automatic generation of android location-based apps	6
Model checking strategy-controlled systems in rewriting logic	6
Quantifying effectiveness of team recommendation for collaborative software development	6
Gradient contouring and texture modelling based CAD system for improved TB classification	6
Towards digitalization of requirements: generating context-sensitive user stories from diverse specifications	5
RCM-extractor: an automated NLP-based approach for extracting a semi formal representation model from natural language requirements	5
Semi-supervised and unsupervised anomaly detection by mining numerical workflow relations from system logs	5
Self-admitted technical debt in R: detection and causes	5
Code comment generation based on graph neural network enhanced transformer model for code understanding in open-source software ecosystems	5
Data-driven prototyping via natural-language-based GUI retrieval	5
New failure rate model for iterative software development life cycle process	5
SiaLog: detecting anomalies in software execution logs using the siamese network	5
Does sentiment help requirement engineering: exploring sentiments in user comments to discover informative comments	5