OOIR: Observatory of International Research

Papers

(The TQCC of ACM Transactions on Autonomous and Adaptive Systems is 2. 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 2021-05-01 to 2025-05-01.)

Article	Citations
Adaptive Preferences: Pivoting Through User Complaints	29
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
Loosening Control—A Hybrid Approach to Controlling Heterogeneous Swarms	13
Deceiving LLM through Compositional Instruction with Hidden Attacks	11
Assured Mission Adaptation of UAVs	8
Secure Collaborative Learning for Self-Adaptive Systems on Connected Autonomous Vehicles	8
Modeling, Replicating, and Predicting Human Behavior: A Survey	7
Piecewise Weighting Function for Collaborative Filtering Recommendation	6
A Roadmap of Explainable Artificial Intelligence: Explain to Whom, When, What and How?	6
Formally Verified Scalable Look Ahead Planning For Cloud Resource Management	6
Self-Adaptive Testing in the Field	6
Human–machine Teaming with Small Unmanned Aerial Systems in a MAPE-K Environment	5
A Framework for Simultaneous Task Allocation and Planning under Uncertainty	5
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
A Genetic Programming-based Framework for Semi-automated Multi-agent Systems Engineering	4
Introduction to ACSOS 2022 Special Issue	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
A Hierarchical Model for Complex Adaptive System: From Adaptive Agent to AI Society	3
Multi-Agent Reinforcement Learning based Edge Content Caching for Connected Autonomous Vehicles in IoV	2
Prosocial Norm Emergence in Multi-agent Systems	2
Adaptive Industrial Control Systems via IEC 61499 and Runtime Enforcement	2

Deep Learning for Effective and Efficient Reduction of Large Adaptation Spaces in Self-adaptive Systems	2
LyDRL: Lyapunov-guided Deep Reinforcement Learning for Stable Task offloading in Connected Autonomous Vehicles	2
StatuScale: Status-aware and Elastic Scaling Strategy for Microservice Applications	2
ACM Transactions on Autonomous and Adaptive Systems (ACM TAAS): Editorial Welcome and Update on State of the Journal, Vision and Ongoing Developments	2