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 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
Deep learning approach for intrusion detection in IoT-multi cloud environment	25
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
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
Opinion mining for app reviews: an analysis of textual representation and predictive models	18
Faults in deep reinforcement learning programs: a taxonomy and a detection approach	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
Quantifying effectiveness of team recommendation for collaborative software development	8
Gradient contouring and texture modelling based CAD system for improved TB classification	8
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
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
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
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
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
A systematic decision-making framework for tackling quantum software engineering challenges	5
Machine learning based predictive modeling to effectively implement DevOps practices in software organizations	5
Identification and visualization of variability implementations in object-oriented variability-rich systems: a symmetry-based approach	5
New failure rate model for iterative software development life cycle process	5
The impact of the code smells of the presentation layer on the diffuseness of aesthetic defects of Android apps	4
Sampling configurations from software product lines via probability-aware diversification and SAT solving	4
An automated approach to aspect-based sentiment analysis of apps reviews using machine and deep learning	4
Large language models for qualitative research in software engineering: exploring opportunities and challenges	4
Towards the identification of bug entities and relations in bug reports	4
Source code change analysis with deep learning based programming model	4
Future of software development with generative AI	4
HealMA: a model-driven framework for automatic generation of IoT-based Android health monitoring applications	4
DICE simulation: a tool for software performance assessment at the design stage	4
Data cleaning and machine learning: a systematic literature review	4
A model-driven framework for developing android-based classic multiplayer 2D board games	4
Mining crowd sourcing repositories for open innovation in software engineering	3
Detecting non-natural language artifacts for de-noising bug reports	3
Mining domain-specific edit operations from model repositories with applications to semantic lifting of model differences and change profiling	3
Semantic web services for ROS: a Robot as a Service approach	3
Software defect prediction: future directions and challenges	3
FLASc: a formal algebra for labeled property graph schema	3
A model-based DevOps process for development of mathematical database cost models	3
Towards automatic detection and prioritization of pre-logging overhead: a case study of hadoop ecosystem	3
An extensive study of the effects of different deep learning models on code vulnerability detection in Python code	3
Quality assessment framework to rank software projects	2
Mobile traffic flow prediction using intelligent whale optimization algorithm	2
Which neural network makes more explainable decisions? An approach towards measuring explainability	2

IIAG: a data-driven and theory-inspired approach for advising how to interact with new remote collaborators in OSS teams	2
Correction to: Data-driven prototyping via natural-language-based GUI retrieval	2
Synchronous development in open-source projects: A higher-level perspective	2
QUARE: towards a question-answering model for requirements elicitation	2
STAn: analysis of data traces using an event-driven interval temporal logic	2
Natural language ambiguity resolution by intelligent semantic annotation of software requirements	2
ActGraph: prioritization of test cases based on deep neural network activation graph	2
An empirical study of automated privacy requirements classification in issue reports	2
Sharif-TaaWS: a tool to automate unit testing of web services	2
Can AI serve as a substitute for human subjects in software engineering research?	2
GUI visual aspect migration: a framework agnostic solution	2
Using model-driven engineering to automate software language translation	2
AdaComplete: improve DL-based code completion method’s domain adaptability	2
qaAskeR$$^+$$: a novel testing method for question answering software via asking recursive questions	2
Prioritizing refactorings for security-critical code	2
Towards a behavior tree-based robotic software architecture with adjoint observation schemes for robotic software development	2
Automatic recognizing relevant fragments of APIs using API references	1
MerIt: improving neural program synthesis by merging collective intelligence	1
BCGen: a comment generation method for bytecode	1
A symbolic execution-based method to perform untargeted attack on feed-forward neural networks	1
Actor-critic architecture based probabilistic meta-reinforcement learning for load balancing of controllers in software defined networks	1
Strategic real time framework for healthcare using fuzzy C-means systems	1
Freeze-and-mutate: abnormal sample identification for DL applications through model core analysis	1
Automated detection of class diagram smells using self-supervised learning	1
Intelligent software-driven immersive environment for online political guiding based on brain-computer interface and autonomous systems	1
Optimizing regression testing with AHP-TOPSIS metric system for effective technical debt evaluation	1
An Automated Security Concerns Recommender Based on Use Case Specification Ontology	1
Improving generality and accuracy of existing public development project selection methods: a study on GitHub ecosystem	1
Guest Editorial: Deep Learning in Open-Source Software Ecosystems	1
$$AI^{2}$$: the next leap toward native language-based and explainable machine learning framework	1
BOLD: an ontology-based log debugger for C programs	1
Multidimensional modeling driven from a domain language	1
Investigation and prediction of open source software evolution using automated parameter mining for agent-based simulation	1
Automated quantum software engineering	1
Leveraging privacy profiles to empower users in the digital society	1
PTSSBench: a performance evaluation platform in support of automated parameter tuning of software systems	1
Crowdsourced test case generation for android applications via static program analysis	1
Regression test selection in test-driven development	1
DL4SC: a novel deep learning-based vulnerability detection framework for smart contracts	1
Α tool for requirements engineering using ontologies and boilerplates	1
A framework for conditional statement technical debt identification and description	1
Optimizing software vulnerability detection using RoBERTa and machine learning	1
A class integration test order generation approach based on Sarsa algorithm	1
Coevolutionary scheduling of dynamic software project considering the new skill learning	1
MIRROR: multi-objective refactoring recommendation via correlation analysis	1
BPM supported model generation by contemplating key elements of information security	1