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 2021-06-01 to 2025-06-01.)

Article	Citations
Adaptive Preferences: Pivoting Through User Complaints	31
DSADA: Detecting Spoofing Attacks in Driver Assistance Systems Using Objects’ Spatial Shapes	18
VoI-based Situation-Aware Routing Protocol for Non-linear Underwater Communication Networks	14
Automate Legibility through Inverse Reinforcement Learning	14
Loosening Control—A Hybrid Approach to Controlling Heterogeneous Swarms	11
Secure Collaborative Learning for Self-Adaptive Systems on Connected Autonomous Vehicles	8
Assured Mission Adaptation of UAVs	8
Modeling, Replicating, and Predicting Human Behavior: A Survey	8
Deceiving LLM through Compositional Instruction with Hidden Attacks	8
Formally Verified Scalable Look Ahead Planning For Cloud Resource Management	7
A Roadmap of Explainable Artificial Intelligence: Explain to Whom, When, What and How?	7
A Framework for Simultaneous Task Allocation and Planning under Uncertainty	6
Piecewise Weighting Function for Collaborative Filtering Recommendation	6
Model Checking of Workflow Nets with Tables and Constraints	5
Human–machine Teaming with Small Unmanned Aerial Systems in a MAPE-K Environment	5
Self-Adaptive Testing in the Field	5
A Genetic Programming-based Framework for Semi-automated Multi-agent Systems Engineering	4
A User Study on Explainable Online Reinforcement Learning for Adaptive Systems	4
EPAuto: Efficient Privacy-Preserving Machine Learning on AI-powered Autonomous Driving Systems using Multi-Party Computation	4
Context-Aware Proactive Self-Adaptation: A Two-layer Model Predictive Control Approach	4
LyDRL: Lyapunov-guided Deep Reinforcement Learning for Stable Task offloading in Connected Autonomous Vehicles	3
A Hierarchical Model for Complex Adaptive System: From Adaptive Agent to AI Society	3
ACM Transactions on Autonomous and Adaptive Systems (ACM TAAS): Editorial Welcome and Update on State of the Journal, Vision and Ongoing Developments	3
Introduction to ACSOS 2022 Special Issue	3
Adaptive Industrial Control Systems via IEC 61499 and Runtime Enforcement	3

Combining Personalized Federated Hypernetworks and Shared Residual Learning for Distributed QoS Prediction	3
Hierarchical Auto-scaling Policies for Data Stream Processing on Heterogeneous Resources	3