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 2020-03-01 to 2024-03-01.)

Article	Citations
Understanding machine learning software defect predictions	34
Efficient deep-reinforcement learning aware resource allocation in SDN-enabled fog paradigm	25
Considering dependencies between bug reports to improve bugs triage	25
Modeling user concerns in Sharing Economy: the case of food delivery apps	24
Prediction of software fault-prone classes using ensemble random forest with adaptive synthetic sampling algorithm	22
Predicting the Defects using Stacked Ensemble Learner with Filtered Dataset	22
Algorithm selection for software validation based on graph kernels	21
A Novel Technique for Accelerating Live Migration in Cloud Computing	20
Directed Artificial Bee Colony algorithm with revamped search strategy to solve global numerical optimization problems	19
ConfigCrusher: towards white-box performance analysis for configurable systems	19
Convolutional neural network for stock trading using technical indicators	19
How to certify machine learning based safety-critical systems? A systematic literature review	16
Faults in deep reinforcement learning programs: a taxonomy and a detection approach	16
Multi-objective code reviewer recommendations: balancing expertise, availability and collaborations	15
DeepGuard: a framework for safeguarding autonomous driving systems from inconsistent behaviour	15
Opinion mining for app reviews: an analysis of textual representation and predictive models	14
UAV surveillance for violence detection and individual identification	13
On the documentation of refactoring types	13
Discriminating features-based cost-sensitive approach for software defect prediction	12
Deep learning approach for intrusion detection in IoT-multi cloud environment	12
Improving the prediction of continuous integration build failures using deep learning	11
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
Guided pattern mining for API misuse detection by change-based code analysis	8
Can we generate shellcodes via natural language? An empirical study	7

Traceability recovery between bug reports and test cases-a Mozilla Firefox case study	7
Towards automatic business process redesign: an NLP based approach to extract redesign suggestions	7
Multi-criteria test cases selection for model transformations	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	6
ALBA: a model-driven framework for the automatic generation of android location-based apps	6
Test case prioritization using test case diversification and fault-proneness estimations	6
Gradient contouring and texture modelling based CAD system for improved TB classification	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
Quantifying effectiveness of team recommendation for collaborative software development	5
RecoLibry Suite: a set of intelligent tools for the development of recommender systems	5
Static data-flow analysis for software product lines in C	5
New failure rate model for iterative software development life cycle process	5
Does sentiment help requirement engineering: exploring sentiments in user comments to discover informative comments	5
Towards digitalization of requirements: generating context-sensitive user stories from diverse specifications	5
Leveraging structural properties of source code graphs for just-in-time bug prediction	5
Model checking strategy-controlled systems in rewriting logic	5
Code comment generation based on graph neural network enhanced transformer model for code understanding in open-source software ecosystems	4
Data-driven prototyping via natural-language-based GUI retrieval	4
Self-admitted technical debt in R: detection and causes	4
RCM-extractor: an automated NLP-based approach for extracting a semi formal representation model from natural language requirements	4
A multi-dimensional study on the state of the practice of REST APIs usage in Android apps	4
Analyzing system software components using API model guided symbolic execution	4
SiaLog: detecting anomalies in software execution logs using the siamese network	4
Towards the identification of bug entities and relations in bug reports	4
Machine learning based predictive modeling to effectively implement DevOps practices in software organizations	3
bjXnet: an improved bug localization model based on code property graph and attention mechanism	3
A model-driven framework for developing android-based classic multiplayer 2D board games	3
Detecting non-natural language artifacts for de-noising bug reports	3
Semi-supervised and unsupervised anomaly detection by mining numerical workflow relations from system logs	3
Machine learning approach for software defect prediction using multi-core parallel computing	3
An NLP-based quality attributes extraction and prioritization framework in Agile-driven software development	3
HealMA: a model-driven framework for automatic generation of IoT-based Android health monitoring applications	2
Synchronous development in open-source projects: A higher-level perspective	2
Source code change analysis with deep learning based programming model	2
Natural language ambiguity resolution by intelligent semantic annotation of software requirements	2
The impact of the code smells of the presentation layer on the diffuseness of aesthetic defects of Android apps	2
Semantic web services for ROS: a Robot as a Service approach	2
DICE simulation: a tool for software performance assessment at the design stage	2
DroidHook: a novel API-hook based Android malware dynamic analysis sandbox	2
FLASc: a formal algebra for labeled property graph schema	2
IIAG: a data-driven and theory-inspired approach for advising how to interact with new remote collaborators in OSS teams	2
Genetic algorithms and heuristics hybridized for software architecture recovery	2
Sampling configurations from software product lines via probability-aware diversification and SAT solving	2
Mining domain-specific edit operations from model repositories with applications to semantic lifting of model differences and change profiling	2
Identification and visualization of variability implementations in object-oriented variability-rich systems: a symmetry-based approach	2
Quality assessment framework to rank software projects	1
Mobile traffic flow prediction using intelligent whale optimization algorithm	1
AdaComplete: improve DL-based code completion method’s domain adaptability	1

BOLD: an ontology-based log debugger for C programs	1
A model-based DevOps process for development of mathematical database cost models	1
An empirical study of automated privacy requirements classification in issue reports	1
Intelligent software-driven immersive environment for online political guiding based on brain-computer interface and autonomous systems	1
Sharif-TaaWS: a tool to automate unit testing of web services	1
A systematic decision-making framework for tackling quantum software engineering challenges	1
A symbolic execution-based method to perform untargeted attack on feed-forward neural networks	1
A framework for conditional statement technical debt identification and description	1
Multidimensional modeling driven from a domain language	1
Strategic real time framework for healthcare using fuzzy C-means systems	1
Automated semantics-preserving parallel decomposition of finite component and connector architectures	1
MerIt: improving neural program synthesis by merging collective intelligence	1
BCGen: a comment generation method for bytecode	1
Improving generality and accuracy of existing public development project selection methods: a study on GitHub ecosystem	1
Actor-critic architecture based probabilistic meta-reinforcement learning for load balancing of controllers in software defined networks	1
ActGraph: prioritization of test cases based on deep neural network activation graph	1
Investigation and prediction of open source software evolution using automated parameter mining for agent-based simulation	1
Prioritizing refactorings for security-critical code	1
Towards automatic detection and prioritization of pre-logging overhead: a case study of hadoop ecosystem	1
Towards a behavior tree-based robotic software architecture with adjoint observation schemes for robotic software development	1