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 2021-12-01 to 2025-12-01.)

Article	Citations
DSADA: Detecting Spoofing Attacks in Driver Assistance Systems Using Objects’ Spatial Shapes	49
Automate Legibility through Inverse Reinforcement Learning	40
Adaptive Preferences: Pivoting Through User Complaints	34
HAG-MTF: Higher-Order Adaptive Generative Graph for Massive Traffic Forecasting in Industry 5.0	27
Synchronized Trajectory Prediction for Hybrid Multi-agent via Attention-Denoised Endpoint Distribution	23
MemIndex: Agentic Event-based Distributed Memory Management for Multi-agent Systems	18
VoI-based Situation-Aware Routing Protocol for Non-linear Underwater Communication Networks	17
Deceiving LLM through Compositional Instruction with Hidden Attacks	16
Secure Collaborative Learning for Self-Adaptive Systems on Connected Autonomous Vehicles	12
Blockchain-Based Efficient Cross-Domain Access Control System for Autonomous Vehicle Data Sharing	11
Modeling, Replicating, and Predicting Human Behavior: A Survey	10
Assured Mission Adaptation of UAVs	10
A Roadmap of Explainable Artificial Intelligence: Explain to Whom, When, What and How?	9
Piecewise Weighting Function for Collaborative Filtering Recommendation	9
Formally Verified Scalable Look Ahead Planning For Cloud Resource Management	8
A Framework for Simultaneous Task Allocation and Planning under Uncertainty	8
Model Checking of Workflow Nets with Tables and Constraints	8
Batch Transaction Processing for Adaptive Sharding Blockchain-Enabled Edge Computing	7
Human–machine Teaming with Small Unmanned Aerial Systems in a MAPE-K Environment	7
Self-Adaptive Testing in the Field	7
Autonomic Resource Harvesting in HPC: Control Methods and their Reusability	7
EPAuto: Efficient Privacy-Preserving Machine Learning on AI-powered Autonomous Driving Systems using Multi-Party Computation	6
LLM-based UAV Path Planning for Autonomous and Adaptive Industry Systems	6
A Genetic Programming-based Framework for Semi-automated Multi-agent Systems Engineering	5
Hierarchical Auto-scaling Policies for Data Stream Processing on Heterogeneous Resources	5

Context-Aware Proactive Self-Adaptation: A Two-layer Model Predictive Control Approach	5
A User Study on Explainable Online Reinforcement Learning for Adaptive Systems	5
Introduction to ACSOS 2022 Special Issue	4
Adaptive Scheduling of Multimodal Large Language Model in Intelligent Edge Computing	4
A Hierarchical Model for Complex Adaptive System: From Adaptive Agent to AI Society	4
StatuScale: Status-aware and Elastic Scaling Strategy for Microservice Applications	4
Combining Personalized Federated Hypernetworks and Shared Residual Learning for Distributed QoS Prediction	4
ACM Transactions on Autonomous and Adaptive Systems (ACM TAAS): Editorial Welcome and Update on State of the Journal, Vision and Ongoing Developments	4
LyDRL: Lyapunov-guided Deep Reinforcement Learning for Stable Task Offloading in Connected Autonomous Vehicles	4