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 2021-04-01 to 2025-04-01.)

Article	Citations
EPAuto: Efficient Privacy-Preserving Machine Learning on AI-powered Autonomous Driving Systems using Multi-Party Computation	27
DSADA: Detecting Spoofing Attacks in Driver Assistance Systems Using Objects’ Spatial Shapes	18
A Genetic Programming-based Framework for Semi-automated Multi-agent Systems Engineering	13
A User Study on Explainable Online Reinforcement Learning for Adaptive Systems	10
Efficient Training Approaches for Performance Anomaly Detection Models in Edge Computing Environments	10
Multi-Agent Reinforcement Learning based Edge Content Caching for Connected Autonomous Vehicles in IoV	8
OptimML: Joint Control of Inference Latency and Server Power Consumption for ML Performance Optimization	7
Decision Making for Self-Adaptation Based on Partially Observable Satisfaction of Non-Functional Requirements	7
Hierarchical Auto-scaling Policies for Data Stream Processing on Heterogeneous Resources	6
Context-Aware Proactive Self-Adaptation: A Two-layer Model Predictive Control Approach	6
Dynamic Evaluation of Microservice Granularity Adaptation	5
Dealing with Drift of Adaptation Spaces in Learning-based Self-Adaptive Systems Using Lifelong Self-Adaptation	5
Loosening Control—A Hybrid Approach to Controlling Heterogeneous Swarms	4
Vehicle Dynamics and Interaction for Trajectory Prediction and Traffic Control	4
An Extended Study of the Performance of Flexible Controllers Composed of Micro-controllers	3
VoI-based Situation-Aware Routing Protocol for Non-linear Underwater Communication Networks	3
IBAQ: Frequency-Domain Backdoor Attack Threatening Autonomous Driving via Quadratic Phase	3
Anunnaki: A Modular Framework for Developing Trusted Artificial Intelligence	3
Self-adapting Machine Learning-based Systems via a Probabilistic Model Checking Framework	3
Introduction to ACSOS 2022 Special Issue	3
Faster MIL-based Subgoal Identification for Reinforcement Learning by Tuning Fewer Hyperparameters	3
Introduction to the SEAMS 2023 Special Issue	2
Dynamic System Diversification for Securing Cloud-based IoT Subnetworks	2
Efficient Model Verification at Runtime through Adaptive Dynamic Approximation	2
A Hierarchical Model for Complex Adaptive System: From Adaptive Agent to AI Society	2

ACM Transactions on Autonomous and Adaptive Systems (ACM TAAS): Editorial Welcome and Update on State of the Journal, Vision and Ongoing Developments	2
Credible Negotiation for Multi-agent Reinforcement Learning in Long-term Coordination	2
Combining Personalized Federated Hypernetworks and Shared Residual Learning for Distributed QoS Prediction	2