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 2021-08-01 to 2025-08-01.)

Article	Citations
Adaptive Preferences: Pivoting Through User Complaints	34
Automate Legibility through Inverse Reinforcement Learning	21
VoI-based Situation-Aware Routing Protocol for Non-linear Underwater Communication Networks	17
DSADA: Detecting Spoofing Attacks in Driver Assistance Systems Using Objects’ Spatial Shapes	17
Deceiving LLM through Compositional Instruction with Hidden Attacks	16
A Roadmap of Explainable Artificial Intelligence: Explain to Whom, When, What and How?	12
Assured Mission Adaptation of UAVs	11
Modeling, Replicating, and Predicting Human Behavior: A Survey	11
Secure Collaborative Learning for Self-Adaptive Systems on Connected Autonomous Vehicles	10
Piecewise Weighting Function for Collaborative Filtering Recommendation	9
Self-Adaptive Testing in the Field	9
Model Checking of Workflow Nets with Tables and Constraints	7
A Framework for Simultaneous Task Allocation and Planning under Uncertainty	6
Human–machine Teaming with Small Unmanned Aerial Systems in a MAPE-K Environment	6
Formally Verified Scalable Look Ahead Planning For Cloud Resource Management	6
A Genetic Programming-based Framework for Semi-automated Multi-agent Systems Engineering	5
A User Study on Explainable Online Reinforcement Learning for Adaptive Systems	5
Hierarchical Auto-scaling Policies for Data Stream Processing on Heterogeneous Resources	5
Introduction to ACSOS 2022 Special Issue	4
EPAuto: Efficient Privacy-Preserving Machine Learning on AI-powered Autonomous Driving Systems using Multi-Party Computation	4
Combining Personalized Federated Hypernetworks and Shared Residual Learning for Distributed QoS Prediction	4
Context-Aware Proactive Self-Adaptation: A Two-layer Model Predictive Control Approach	4
A Hierarchical Model for Complex Adaptive System: From Adaptive Agent to AI Society	4
Efficient Training Approaches for Performance Anomaly Detection Models in Edge Computing Environments	3
StatuScale: Status-aware and Elastic Scaling Strategy for Microservice Applications	3

ACM Transactions on Autonomous and Adaptive Systems (ACM TAAS): Editorial Welcome and Update on State of the Journal, Vision and Ongoing Developments	3
Deep Learning for Effective and Efficient Reduction of Large Adaptation Spaces in Self-adaptive Systems	3
Prosocial Norm Emergence in Multi-agent Systems	3
Multi-Agent Reinforcement Learning based Edge Content Caching for Connected Autonomous Vehicles in IoV	3
Adaptive Industrial Control Systems via IEC 61499 and Runtime Enforcement	3
LyDRL: Lyapunov-guided Deep Reinforcement Learning for Stable Task offloading in Connected Autonomous Vehicles	3