OOIR: Observatory of International Research

Papers

(The H4-Index of Internet of Things is 51. 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 2021-04-01 to 2025-04-01.)

Article	Citations
Reference architecture design and evaluation for digitalization of underground mining	507
Assessing intra- and inter-community trustworthiness in IoT: A role-based attack-resilient dynamic trust management model	379
Privacy-aware crowd counting by decentralized learning with parallel transformers	225
A novel authentication protocol to ensure confidentiality among the Internet of Medical Things in covid-19 and future pandemic scenario	208
Delay-sensitive resource allocation for IoT systems in 5G O-RAN networks	173
Multi-cloud service provision based on decision tree and two-layer Restricted Monte Carlo Tree Search	173
Enabling Personal Health Trajectory systems by means of a blockchain federation	144
An efficient Clustered IoT (CIoT) routing protocol and control overhead minimization in IoT network	126
LEGAN: A low-light image enhancement generative adversarial network for industrial internet of smart-cameras	119
Federated learning with a Balanced Heterogeneous-Yoke and Loose restriction	111
Multifactor QoE scores in IoT topologies	105
Resource allocation for dataflow applications in FANETs using anypath routing	103
Automated Climate Monitoring System: the Case of Greenhouse Industries in Ethiopia	101
A holistic approach to health and safety monitoring: Framework and technology perspective	97
Preventing Data Leak through Semantic Analysis	93
An intelligent VegeCareAI tool for next generation plant growth management	89
Hybrid FFBAT optimized multi-hop routing in Internet of Nano-Things	88
A 3D simulation framework with ray-tracing propagation for LoRaWAN communication	87
A survey of IoT protocols and their security issues through the lens of a generic IoT stack	83
A framework for creating an IoT system specification with ChatGPT	83
Developing a custom communication protocol for UAVs: Ground control station and architecture design	83
Building structural analysis based Internet of Things network assisted earthquake detection	81
WITHDRAWN: A retrospective on ASPires - An advanced system for the prevention and early detection of forest fires	77
Proactive trust classification for detection of replication attacks in 6LoWPAN-based IoT	76
SocialSense: Mobile crowd sensing-based physical distance monitoring model leveraging federated learning for pandemic	71

The internet of modular robotic things: Issues, limitations, challenges, & solutions	69
Demystifying machine learning models of massive IoT attack detection with Explainable AI for sustainable and secure future smart cities	69
What Do Practitioners Discuss about IoT and Industry 4.0 Related Technologies? Characterization and Identification of IoT and Industry 4.0 Categories in Stack Overflow Discussions	68
SPOTTER: A novel asynchronous and independent WiFi and BLE fusion method based on particle filter for indoor positioning	68
Federated learning for performance behavior detection in a fog-IoT system	67
Robust and lightweight symmetric key exchange algorithm for next-generation IoE	67
The EU's AI act: A framework for collaborative governance	67
When edge intelligence meets cognitive buildings: The COGITO platform	66
SEPARATE: A tightly coupled, seamless IoT infrastructure for deploying AI algorithms in smart agriculture environments	65
AnoML-IoT: An end to end re-configurable multi-protocol anomaly detection pipeline for Internet of Things	64
Are perfect transcripts necessary when we analyze classroom dialogue using AIoT?	64
Combinative model compression approach for enhancing 1D CNN efficiency for EIT-based Hand Gesture Recognition on IoT edge devices	63
Towards efficient long-horizon decision-making using automated structure search method of hierarchical reinforcement learning for edge artificial intelligence	63
Addressing IoT storage constraints: A hybrid architecture for decentralized data storage and centralized management	62
UAV-Assisted Multi-path Parallel Routing for mmWave-Based Wireless Networks	61
The privacy preserving auction mechanisms in IoT-based trading market: A survey	60
A forensic tool for the identification, acquisition and analysis of sources of evidence in IoT investigations	59
A methodology for ontology-based interoperability of dynamic risk assessment frameworks in IoT environments	59
Computation and transmission adaptive semantic communication for reliability-guarantee image reconstruction in IoT	58
HARBIC: Human activity recognition using bi-stream convolutional neural network with dual joint time–frequency representation	57
EP-CuMAC: Energy and performance-efficient integrity protection for narrow-band IoT	56
MDP-based connectivity and availability models for Internet of Vehicles	56
LoRaWAN end device disaggregation and decomposition by means of lightweight virtualization	55
A multi-MLP prediction for inventory management in manufacturing execution system	55
OpenFL: A scalable and secure decentralized federated learning system on the Ethereum blockchain	52
Adaptive multi-view subspace learning based on distributed optimization	52