OOIR: Observatory of International Research

Papers

(The TQCC of ACM Transactions on Autonomous and Adaptive Systems is 4. 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 2022-05-01 to 2026-05-01.)

Article	Citations
DSADA: Detecting Spoofing Attacks in Driver Assistance Systems Using Objects’ Spatial Shapes	65
Adaptive Preferences: Pivoting Through User Complaints	56
HAG-MTF: Higher-Order Adaptive Generative Graph for Massive Traffic Forecasting in Industry 5.0	52
Automate Legibility through Inverse Reinforcement Learning	34
Synchronized Trajectory Prediction for Hybrid Multi-agent via Attention-Denoised Endpoint Distribution	29
Human-Autonomous System Interaction Graphical Notation (HASIGN): How Do We Design for Human-Multi-AGV Interaction in Manufacturing Intralogistics?	27
MemIndex: Agentic Event-based Distributed Memory Management for Multi-agent Systems	23
Introduction to the Special Issue on Artificial Intelligence for Adaptive and Autonomous Cloud/Edge Computing Systems	20
VoI-based Situation-Aware Routing Protocol for Non-linear Underwater Communication Networks	19
Blockchain-Based Efficient Cross-Domain Access Control System for Autonomous Vehicle Data Sharing	13
Who’s Who? LLM-assisted Software Traceability with Architecture Entity Recognition	13
Deceiving LLM through Compositional Instruction with Hidden Attacks	13
Secure Collaborative Learning for Self-Adaptive Systems on Connected Autonomous Vehicles	13
Formally Verified Scalable Look Ahead Planning For Cloud Resource Management	12
A Roadmap of Explainable Artificial Intelligence: Explain to Whom, When, What and How?	12
Modeling, Replicating, and Predicting Human Behavior: A Survey	12
Model Checking of Workflow Nets with Tables and Constraints	11
A Framework for Simultaneous Task Allocation and Planning under Uncertainty	10
Batch Transaction Processing for Adaptive Sharding Blockchain-Enabled Edge Computing	9
Piecewise Weighting Function for Collaborative Filtering Recommendation	9
Self-Adaptive Testing in the Field	8
Autonomic Resource Harvesting in HPC: Control Methods and Their Reusability	8
Human–machine Teaming with Small Unmanned Aerial Systems in a MAPE-K Environment	8
A Genetic Programming-based Framework for Semi-automated Multi-agent Systems Engineering	7
LLM-based UAV Path Planning for Autonomous and Adaptive Industry Systems	7

EPAuto: Efficient Privacy-Preserving Machine Learning on AI-powered Autonomous Driving Systems using Multi-Party Computation	7
Context-Aware Proactive Self-Adaptation: A Two-Layer Model Predictive Control Approach	6
Introduction to ACSOS 2022 Special Issue	6
Hierarchical Auto-scaling Policies for Data Stream Processing on Heterogeneous Resources	6
Introduction to the SEAMS 2024 Special Issue.	6
A User Study on Explainable Online Reinforcement Learning for Adaptive Systems	6
Fine-grained Tracing for Performance Anomaly Diagnosis of Serverless Functions	6
Combining Personalized Federated Hypernetworks and Shared Residual Learning for Distributed QoS Prediction	5
A Hierarchical Model for Complex Adaptive System: From Adaptive Agent to AI Society	5
ACM Transactions on Autonomous and Adaptive Systems (ACM TAAS): Editorial Welcome and Update on State of the Journal, Vision and Ongoing Developments	5
Multi-Agent Reinforcement Learning based Edge Content Caching for Connected Autonomous Vehicles in IoV	4
Efficient Resource Allocation for DRL-NOMA Enabled TSIN in Industry 5.0	4
Prosocial Norm Emergence in Multi-agent Systems	4
E ² P : An Energy Efficient Protocol for Human-Centric UAV-Based Autonomous Systems	4
StatuScale: Status-aware and Elastic Scaling Strategy for Microservice Applications	4
RS-DRL: Managing Uncertainty in Self-Adaptive Systems Based on a Novel Continuous Deep Reinforcement Learning Method	4
Adaptive Industrial Control Systems via IEC 61499 and Runtime Enforcement	4
Adaptive Scheduling of Multimodal Large Language Model in Intelligent Edge Computing	4
Efficient Training Approaches for Performance Anomaly Detection Models in Edge Computing Environments	4
LyDRL: Lyapunov-guided Deep Reinforcement Learning for Stable Task Offloading in Connected Autonomous Vehicles	4
Introduction to the Special Issue on Advances in Mobile Multimedia Communications over Edge-based Autonomous Systems: Challenges and Emerging Applications	4
Deep Learning for Effective and Efficient Reduction of Large Adaptation Spaces in Self-adaptive Systems	4