OOIR: Observatory of International Research

Papers

(The median citation count of ACM Transactions on Autonomous and Adaptive Systems is 1. 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 2020-11-01 to 2024-11-01.)

Article	Citations
Uncertainty in Self-adaptive Systems: A Research Community Perspective	30
Model-driven Cluster Resource Management for AI Workloads in Edge Clouds	16
Self-Adaptation in Industry: A Survey	11
Deep Learning for Effective and Efficient Reduction of Large Adaptation Spaces in Self-adaptive Systems	7
Modeling, Replicating, and Predicting Human Behavior: A Survey	6
Enforcing Resilience in Cyber-physical Systems via Equilibrium Verification at Runtime	5
A Collective Adaptive Approach to Decentralised k-Coverage in Multi-robot Systems	5
Human–machine Teaming with Small Unmanned Aerial Systems in a MAPE-K Environment	5
Prosocial Norm Emergence in Multi-agent Systems	4
An Autonomous System for Efficient Control of PTZ Cameras	3
A Genetic Programming-based Framework for Semi-automated Multi-agent Systems Engineering	3
Self-Adaptive Testing in the Field	3
Hierarchical Auto-scaling Policies for Data Stream Processing on Heterogeneous Resources	3
Adaptation in Edge Computing: A Review on Design Principles and Research Challenges	2
Assured Mission Adaptation of UAVs	2
Loosening Control—A Hybrid Approach to Controlling Heterogeneous Swarms	2
On Understanding Context Modelling for Adaptive Authentication Systems	2
Using Genetic Programming to Build Self-Adaptivity into Software-Defined Networks	2
HAMLET: A Hierarchical Agent-based Machine Learning Platform	2
Dynamic Evaluation of Microservice Granularity Adaptation	2
Distributed Size-constrained Clustering Algorithm for Modular Robot-based Programmable Matter	2
A Flexible Framework for Diverse Multi-Robot Task Allocation Scenarios Including Multi-Tasking	2
Self-aware Optimization of Adaptation Planning Strategies	2
Computing Contingent Plan Graphs using Online Planning	1
Dealing with Drift of Adaptation Spaces in Learning-based Self-Adaptive Systems Using Lifelong Self-Adaptation	1

Developing Action Policies with Q-Learning and Shallow Neural Networks on Reconfigurable Embedded Devices	1
GLDAP: Global Dynamic Action Persistence Adaptation for Deep Reinforcement Learning	1
Modeling and Analysis of Explanation for Secure Industrial Control Systems	1
Using Randomization in Self-organized Synchronization for Wireless Networks	1
Risk-aware Collection Strategies for Multirobot Foraging in Hazardous Environments	1
Learning in Cooperative Multiagent Systems Using Cognitive and Machine Models	1
NEPTUNE : A Comprehensive Framework for Managing Serverless Functions at the Edge	1
REACT-ION: A Model-based Runtime Environment for Situation-aware Adaptations	1
AT-DIFC ⁺ : Toward Adaptive and Trust-Aware Decentralized Information Flow Control	1
Formally Verified Scalable Look Ahead Planning For Cloud Resource Management	1
A Game-Theoretical Self-Adaptation Framework for Securing Software-Intensive Systems	1