OOIR: Observatory of International Research

Papers

(The TQCC of ACM Transactions on Autonomous and Adaptive Systems is 3. 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 2021-11-01 to 2025-11-01.)

Article	Citations
DSADA: Detecting Spoofing Attacks in Driver Assistance Systems Using Objects’ Spatial Shapes	39
Automate Legibility through Inverse Reinforcement Learning	37
Adaptive Preferences: Pivoting Through User Complaints	25
HAG-MTF: Higher-Order Adaptive Generative Graph for Massive Traffic Forecasting in Industry 5.0	24
VoI-based Situation-Aware Routing Protocol for Non-linear Underwater Communication Networks	23
Deceiving LLM through Compositional Instruction with Hidden Attacks	16
Synchronized Trajectory Prediction for Hybrid Multi-agent via Attention-Denoised Endpoint Distribution	16
Secure Collaborative Learning for Self-Adaptive Systems on Connected Autonomous Vehicles	14
Assured Mission Adaptation of UAVs	11
A Roadmap of Explainable Artificial Intelligence: Explain to Whom, When, What and How?	10
Modeling, Replicating, and Predicting Human Behavior: A Survey	10
Blockchain-Based Efficient Cross-Domain Access Control System for Autonomous Vehicle Data Sharing	9
Formally Verified Scalable Look Ahead Planning For Cloud Resource Management	8
Piecewise Weighting Function for Collaborative Filtering Recommendation	8
Batch Transaction Processing for Adaptive Sharding Blockchain-Enabled Edge Computing	7
Model Checking of Workflow Nets with Tables and Constraints	7
Context-Aware Proactive Self-Adaptation: A Two-layer Model Predictive Control Approach	6
Autonomic Resource Harvesting in HPC: Control Methods and their Reusability	6
EPAuto: Efficient Privacy-Preserving Machine Learning on AI-powered Autonomous Driving Systems using Multi-Party Computation	6
Self-Adaptive Testing in the Field	6
Human–machine Teaming with Small Unmanned Aerial Systems in a MAPE-K Environment	6
A Framework for Simultaneous Task Allocation and Planning under Uncertainty	6
Hierarchical Auto-scaling Policies for Data Stream Processing on Heterogeneous Resources	5
A User Study on Explainable Online Reinforcement Learning for Adaptive Systems	5
A Genetic Programming-based Framework for Semi-automated Multi-agent Systems Engineering	5

Combining Personalized Federated Hypernetworks and Shared Residual Learning for Distributed QoS Prediction	4
StatuScale: Status-aware and Elastic Scaling Strategy for Microservice Applications	4
Introduction to ACSOS 2022 Special Issue	4
LyDRL: Lyapunov-guided Deep Reinforcement Learning for Stable Task Offloading in Connected Autonomous Vehicles	4
A Hierarchical Model for Complex Adaptive System: From Adaptive Agent to AI Society	4
ACM Transactions on Autonomous and Adaptive Systems (ACM TAAS): Editorial Welcome and Update on State of the Journal, Vision and Ongoing Developments	4
Efficient Training Approaches for Performance Anomaly Detection Models in Edge Computing Environments	3
Special Issue on Advances in Mobile Multimedia Communications over Edge-based Autonomous Systems: Challenges and Emerging Applications	3
Deep Learning for Effective and Efficient Reduction of Large Adaptation Spaces in Self-adaptive Systems	3
Adaptive Industrial Control Systems via IEC 61499 and Runtime Enforcement	3
Multi-Agent Reinforcement Learning based Edge Content Caching for Connected Autonomous Vehicles in IoV	3
Prosocial Norm Emergence in Multi-agent Systems	3