OOIR: Observatory of International Research

Papers

(The TQCC of ACM Transactions on Autonomous and Adaptive Systems is 5. 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 2022-06-01 to 2026-06-01.)

Article	Citations
DSADA: Detecting Spoofing Attacks in Driver Assistance Systems Using Objects’ Spatial Shapes	68
Adaptive Preferences: Pivoting Through User Complaints	60
HAG-MTF: Higher-Order Adaptive Generative Graph for Massive Traffic Forecasting in Industry 5.0	53
Automate Legibility through Inverse Reinforcement Learning	35
Synchronized Trajectory Prediction for Hybrid Multi-agent via Attention-Denoised Endpoint Distribution	30
Human-Autonomous System Interaction Graphical Notation (HASIGN): How Do We Design for Human-Multi-AGV Interaction in Manufacturing Intralogistics?	28
VoI-based Situation-Aware Routing Protocol for Non-linear Underwater Communication Networks	23
Introduction to the Special Issue on Artificial Intelligence for Adaptive and Autonomous Cloud/Edge Computing Systems	20
MemIndex: Agentic Event-based Distributed Memory Management for Multi-agent Systems	19
Secure Collaborative Learning for Self-Adaptive Systems on Connected Autonomous Vehicles	15
Blockchain-Based Efficient Cross-Domain Access Control System for Autonomous Vehicle Data Sharing	15
Deceiving LLM through Compositional Instruction with Hidden Attacks	15
A Roadmap of Explainable Artificial Intelligence: Explain to Whom, When, What and How?	14
Modeling, Replicating, and Predicting Human Behavior: A Survey	13
Formally Verified Scalable Look Ahead Planning For Cloud Resource Management	12
Who’s Who? LLM-assisted Software Traceability with Architecture Entity Recognition	12
Model Checking of Workflow Nets with Tables and Constraints	11
Batch Transaction Processing for Adaptive Sharding Blockchain-Enabled Edge Computing	10
A Framework for Simultaneous Task Allocation and Planning under Uncertainty	10
Self-Adaptive Testing in the Field	9
Piecewise Weighting Function for Collaborative Filtering Recommendation	9
Autonomic Resource Harvesting in HPC: Control Methods and Their Reusability	9
LLM-based UAV Path Planning for Autonomous and Adaptive Industry Systems	8
A Genetic Programming-based Framework for Semi-automated Multi-agent Systems Engineering	8
Human–machine Teaming with Small Unmanned Aerial Systems in a MAPE-K Environment	8

A User Study on Explainable Online Reinforcement Learning for Adaptive Systems	7
Hierarchical Auto-scaling Policies for Data Stream Processing on Heterogeneous Resources	6
EPAuto: Efficient Privacy-Preserving Machine Learning on AI-powered Autonomous Driving Systems using Multi-Party Computation	6
Introduction to ACSOS 2022 Special Issue	6
Introduction to the SEAMS 2024 Special Issue.	6
Combining Personalized Federated Hypernetworks and Shared Residual Learning for Distributed QoS Prediction	6
Context-Aware Proactive Self-Adaptation: A Two-Layer Model Predictive Control Approach	6
Fine-grained Tracing for Performance Anomaly Diagnosis of Serverless Functions	6
RS-DRL: Managing Uncertainty in Self-Adaptive Systems Based on a Novel Continuous Deep Reinforcement Learning Method	5
Efficient Resource Allocation for DRL-NOMA Enabled TSIN in Industry 5.0	5
ACM Transactions on Autonomous and Adaptive Systems (ACM TAAS): Editorial Welcome and Update on State of the Journal, Vision and Ongoing Developments	5
LyDRL: Lyapunov-guided Deep Reinforcement Learning for Stable Task Offloading in Connected Autonomous Vehicles	5
A Hierarchical Model for Complex Adaptive System: From Adaptive Agent to AI Society	5