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 2021-07-01 to 2025-07-01.)

Article	Citations
Adaptive Preferences: Pivoting Through User Complaints	34
DSADA: Detecting Spoofing Attacks in Driver Assistance Systems Using Objects’ Spatial Shapes	21
VoI-based Situation-Aware Routing Protocol for Non-linear Underwater Communication Networks	16
Automate Legibility through Inverse Reinforcement Learning	16
Deceiving LLM through Compositional Instruction with Hidden Attacks	11
A Roadmap of Explainable Artificial Intelligence: Explain to Whom, When, What and How?	11
Secure Collaborative Learning for Self-Adaptive Systems on Connected Autonomous Vehicles	11
Modeling, Replicating, and Predicting Human Behavior: A Survey	10
Assured Mission Adaptation of UAVs	10
Model Checking of Workflow Nets with Tables and Constraints	9
Piecewise Weighting Function for Collaborative Filtering Recommendation	9
A Framework for Simultaneous Task Allocation and Planning under Uncertainty	7
Self-Adaptive Testing in the Field	6
Formally Verified Scalable Look Ahead Planning For Cloud Resource Management	6
Context-Aware Proactive Self-Adaptation: A Two-layer Model Predictive Control Approach	5
EPAuto: Efficient Privacy-Preserving Machine Learning on AI-powered Autonomous Driving Systems using Multi-Party Computation	5
A User Study on Explainable Online Reinforcement Learning for Adaptive Systems	5
Human–machine Teaming with Small Unmanned Aerial Systems in a MAPE-K Environment	5
Combining Personalized Federated Hypernetworks and Shared Residual Learning for Distributed QoS Prediction	4
Hierarchical Auto-scaling Policies for Data Stream Processing on Heterogeneous Resources	4
A Genetic Programming-based Framework for Semi-automated Multi-agent Systems Engineering	4
A Hierarchical Model for Complex Adaptive System: From Adaptive Agent to AI Society	3
Prosocial Norm Emergence in Multi-agent Systems	3
Introduction to ACSOS 2022 Special Issue	3
StatuScale: Status-aware and Elastic Scaling Strategy for Microservice Applications	3

LyDRL: Lyapunov-guided Deep Reinforcement Learning for Stable Task offloading in Connected Autonomous Vehicles	3
Adaptive Industrial Control Systems via IEC 61499 and Runtime Enforcement	3
ACM Transactions on Autonomous and Adaptive Systems (ACM TAAS): Editorial Welcome and Update on State of the Journal, Vision and Ongoing Developments	3