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 2022-08-01 to 2026-08-01.)

Article	Citations
DSADA: Detecting Spoofing Attacks in Driver Assistance Systems Using Objects’ Spatial Shapes	76
HAG-MTF: Higher-Order Adaptive Generative Graph for Massive Traffic Forecasting in Industry 5.0	71
Automate Legibility through Inverse Reinforcement Learning	56
Adaptive Preferences: Pivoting Through User Complaints	40
Human-Autonomous System Interaction Graphical Notation (HASIGN): How Do We Design for Human-Multi-AGV Interaction in Manufacturing Intralogistics?	31
Synchronized Trajectory Prediction for Hybrid Multi-agent via Attention-Denoised Endpoint Distribution	31
Introduction to the Special Issue on Artificial Intelligence for Adaptive and Autonomous Cloud/Edge Computing Systems	28
MemIndex: Agentic Event-based Distributed Memory Management for Multi-agent Systems	22
VoI-based Situation-Aware Routing Protocol for Non-linear Underwater Communication Networks	21
Deceiving LLM through Compositional Instruction with Hidden Attacks	19
Blockchain-Based Efficient Cross-Domain Access Control System for Autonomous Vehicle Data Sharing	18
Modeling, Replicating, and Predicting Human Behavior: A Survey	16
Secure Collaborative Learning for Self-Adaptive Systems on Connected Autonomous Vehicles	14
A Roadmap of Explainable Artificial Intelligence: Explain to Whom, When, What and How?	14
Who’s Who? LLM-assisted Software Traceability with Architecture Entity Recognition	13
Formally Verified Scalable Look Ahead Planning For Cloud Resource Management	13
A Framework for Simultaneous Task Allocation and Planning under Uncertainty	12
Model Checking of Workflow Nets with Tables and Constraints	11
Batch Transaction Processing for Adaptive Sharding Blockchain-Enabled Edge Computing	11
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
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	8

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