OOIR: Observatory of International Research

Papers

(The median citation count of ACM Transactions on Internet Technology 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 2021-05-01 to 2025-05-01.)

Article	Citations
Data-Driven Prediction and Optimization of Energy Use for Transit Fleets of Electric and ICE Vehicles	168
A Taxonomy of Multimedia-based Graphical User Authentication for Green Internet of Things	88
Masquerade: Verifiable Multi-Party Aggregation with Secure Multiplicative Commitments	73
Collusion-free for Cloud Verification toward the View of Game Theory	71
Enabling Short-Term Energy Flexibility Markets Through Blockchain	65
Adaptive Management of Volatile Edge Systems at Runtime With Satisfiability	61
L2DART: A Trust Management System Integrating Blockchain and Off-Chain Computation	61
Fog Computing Platforms for Smart City Applications: A Survey	53
Special Section on AI-Empowered Internet of Things for Smart Cities	50
A Mutual Security Authentication Method for RFID-PUF Circuit Based on Deep Learning	50
A Hybrid Feature Selection Algorithm Based on a Discrete Artificial Bee Colony for Parkinson's Diagnosis	49
Data Dissemination for Industry 4.0 Applications in Internet of Vehicles Based on Short-term Traffic Prediction	49
Chinese Emotional Dialogue Response Generation via Reinforcement Learning	48
Optimizing Effectiveness and Defense of Drone Surveillance Missions via Honey Drones	46
Reaching for the Sky: Maximizing Deep Learning Inference Throughput on Edge Devices with AI Multi-Tenancy	45
SDN-enabled Resource Provisioning Framework for Geo-Distributed Streaming Analytics	45
Improving Vaccine Safety Using Blockchain	43
Privacy-preserving Time-series Medical Images Analysis Using a Hybrid Deep Learning Framework	43
An End-to-end Trust Management Framework for Crowdsourced IoT Services	42
VoiceTalk: Multimedia-IoT Applications for Mixing Mandarin, Taiwanese, and English	42
A Multi-graph Convolutional Network Framework for Tourist Flow Prediction	39
Dynamic and Immersive Framework for Drone Delivery Services in Skyway Networks	36
Short-term Load Forecasting by Using Improved GEP and Abnormal Load Recognition	35
A Novel Multiobjective GDWCN-PSO Algorithm and Its Application to Medical Data Security	33
UNION: Fault-tolerant Cooperative Computing in Opportunistic Mobile Edge Cloud	31

Interpersonal Communication Interconnection in Media Convergence Metaverse	30
Movie Account Recommendation on Instagram	30
Malicious Participants and Fake Task Detection Incorporating Gaussian Bias	28
ML-Based Identification of Neuromuscular Disorder Using EMG Signals for Emotional Health Application	27
The Tip of the Buyer: Extracting Product Tips from Reviews	27
Introduction to the Special Issue on Decentralized Blockchain Applications and Infrastructures for Next Generation Cyber-Physical Systems	27
Communication-Efficient Federated Learning for Heterogeneous Clients	27
Multimodal Brain Tumor Segmentation Based on an Intelligent UNET-LSTM Algorithm in Smart Hospitals	27
Mobile Crowd-sensing Applications: Data Redundancies, Challenges, and Solutions	26
ISDNet: AI-enabled Instance Segmentation of Aerial Scenes for Smart Cities	25
Guest Editors’ Introduction for Special Issue on Applications of Computational Linguistics in Multimedia IoT Services	24
Automated Discovery of Network Cameras in Heterogeneous Web Pages	24
Facilitating Serverless Match-based Online Games with Novel Blockchain Technologies	24
Tuneman: Customizing Networks to Guarantee Application Bandwidth and Latency	24
Optimal Energy-Centric Resource Allocation and Offloading Scheme for Green Internet of Things Using Machine Learning	23
Editorial	23
Enhancing Alexa Skill Testing Through Improved Utterance Discovery	22
On the Neural Backdoor of Federated Generative Models in Edge Computing	22
SANTM: Efficient Self-attention-driven Network for Text Matching	22
Negative Information Measurement at AI Edge: A New Perspective for Mental Health Monitoring	22
Spatio-temporal Bayesian Learning for Mobile Edge Computing Resource Planning in Smart Cities	21
Neural Network Approximation of Graph Fourier Transform for Sparse Sampling of Networked Dynamics	21
DisguisedNets: Secure Image Outsourcing for Confidential Model Training in Clouds	21
Federated Learning-based Information Leakage Risk Detection for Secure Medical Internet of Things	20
BACKM-EHA: A Novel Blockchain-enabled Security Solution for IoMT-based E-healthcare Applications	20
Digital Twin of Intelligent Small Surface Defect Detection with Cyber-manufacturing Systems	20
Intelligent Traffic Signal Control Based on Reinforcement Learning with State Reduction for Smart Cities	19
Dynamic Scheduling Algorithm in Cyber Mimic Defense Architecture of Volunteer Computing	19
A Novel Approach for Efficient Packet Transmission in Volunteered Computing MANET	19
Elastically Augmenting the Control-path Throughput in SDN to Deal with Internet DDoS Attacks	18
DxHash: A Memory-saving Consistent Hashing Algorithm	18
PoSSUM: An Entity-centric Publish/Subscribe System for Diverse Summarization in Internet of Things	18
Governance of Autonomous Agents on the Web: Challenges and Opportunities	17
Atrial Fibrillation Detection from Compressed ECG Measurements for Wireless Body Sensor Network	17
Optimizing WebAssembly Bytecode for IoT Devices Using Deep Reinforcement Learning	17
EtherShield: Time-interval Analysis for Detection of Malicious Behavior on Ethereum	16
QoS–aware Mesh-based Multicast Routing Protocols in Edge Ad Hoc Networks: Concepts and Challenges	16
Game-Theoretic Strategic Coordination and Navigation of Multiple Wheeled Robots	15
Predictive Analytics of Energy Usage by IoT-Based Smart Home Appliances for Green Urban Development	15
Multi-Tier Stack of Block Chain with Proxy Re-Encryption Method Scheme on the Internet of Things Platform	14
Product Quality Monitoring in Hydraulic Presses Using a Minimal Sample of Sensor and Actuator Data	14
Machine Learning and Soil Humidity Sensing: Signal Strength Approach	14
Tripartite Transmitting Methodology for Intermittently Connected Mobile Network (ICMN)	14
The Efficient Mining of Skyline Patterns from a Volunteer Computing Network	14
Extracting Formats of Service Messages with Varying Payloads	14
Dynamic Personalized POI Sequence Recommendation with Fine-Grained Contexts	14
Machine Learning-based Mist Computing Enabled Internet of Battlefield Things	14
EPRT: An Efficient Privacy-Preserving Medical Service Recommendation and Trust Discovery Scheme for eHealth System	13
Emerging Trends of ICT in Airborne Disease Prevention	13
Using Social Media Data to Analyse Issue Engagement During the 2017 German Federal Election	13

Energy-Efficient Computation Offloading for UAV-Assisted MEC: A Two-Stage Optimization Scheme	13
Conco-ERNIE: Complex User Intent Detect Model for Smart Healthcare Cognitive Bot	13
Unsupervised Derivation of Keyword Summary for Short Texts	13
Safeguarding User-Centric Privacy in Smart Homes	13
A Novel Cloud-Assisted Secure Deep Feature Classification Framework for Cancer Histopathology Images	12
An Incentive-based Mechanism for Volunteer Computing Using Blockchain	12
Token-Based Authorization and Authentication for Secure Internet of Vehicles Communication	12
A Flow-based Multi-agent Data Exfiltration Detection Architecture for Ultra-low Latency Networks	12
Introduction to the Special Section on Cognitive Robotics on 5G/6G Networks	12
An Efficient Interaction Protocol Inference Scheme for Incompatible Updates in IoT Environments	12
Resilient Distributed Constraint Reasoning to Autonomously Configure and Adapt IoT Environments	12
A Novel Cross-Domain Recommendation with Evolution Learning	11
CROWD: Crow Search and Deep Learning based Feature Extractor for Classification of Parkinson’s Disease	11
SAM: Multi-turn Response Selection Based on Semantic Awareness Matching	11
A Multi-Threshold Ant Colony System-based Sanitization Model in Shared Medical Environments	10
LSDN Empowers the Metaverse Communication to Achieve High-Resolution Visuals with Lower Bandwidth	10
AI-assisted Blockchain-enabled Smart and Secure E-prescription Management Framework	10
Using Deep Learning Models to Detect Fake News about COVID-19	10
MEC-Based Jamming-Aided Anti-Eavesdropping with Deep Reinforcement Learning for WBANs	10
Serving at the Edge: An Edge Computing Service Architecture Based on ICN	10
A Security Cost Modelling Framework for Cyber-Physical Systems	9
Unpaired Self-supervised Learning for Industrial Cyber-Manufacturing Spectrum Blind Deconvolution	9
Signature-based IaaS Performance Change Detection	9
CARES: Context-Aware Trust Estimation for Realtime Crowdsensing Services in Vehicular Edge Networks	9
EdgeCI: Distributed Workload Assignment and Model Partitioning for CNN Inference on Edge Clusters	9
A Comparative Study of AI-Based Intrusion Detection Techniques in Critical Infrastructures	8
Knowledge Graph Construction with a Façade : A Unified Method to Access Heterogeneous Data Sources on the Web	8
Analysis of Trending Topics and Text-based Channels of Information Delivery in Cybersecurity	8
Introduction to the Special Section on Edge Computing AI-IoT Integrated Energy Efficient Intelligent Transportation System for Smart Cities	8
The Security of Medical Data on Internet Based on Differential Privacy Technology	8
Energy and SLA-driven MapReduce Job Scheduling Framework for Cloud-based Cyber-Physical Systems	8
Distributed Computation Offloading and Power Control for UAV-Enabled Internet of Medical Things	8
Predicting Diabetes with Federated Learning: A Digital Twin and Medical Fog-based IoT Framework	8
A Blockchain-Based Access Control Scheme for Zero Trust Cross-Organizational Data Sharing	7
Adaptive Fuzzy Game-Based Energy-Efficient Localization in 3D Underwater Sensor Networks	7
Proof-of-Prestige: A Useful Work Reward System for Unverifiable Tasks	7
Detecting Malicious Switches for a Secure Software-defined Tactile Internet	7
A Reputation-based Framework for Honest Provenance Reporting	7
Real-time Pricing-based Resource Allocation in Open Market Environments	7
Conditional Identity Privacy-preserving Authentication Scheme Based on Cooperation of Multiple Fog Servers under Fog Computing-based IoVs	7
Sentence Semantic Matching Based on 3D CNN for Human–Robot Language Interaction	7
Random Graph-based Multiple Instance Learning for Structured IoT Smart City Applications	7
An Intent-driven DaaS Management Framework to Enhance User Quality of Experience	6
HeLoRA: LoRA-heterogeneous Federated Fine-tuning for Foundation Models	6
Attacking DoH and ECH: Does Server Name Encryption Protect Users’ Privacy?	6
SDN-enabled Quantized LQR for Smart Traffic Light Controller to Optimize Congestion	6
The SemIoTic Ecosystem: A Semantic Bridge between IoT Devices and Smart Spaces	6
Introduction to the Special Section on Recent Advances in Networks and Distributed Systems	6
A Shared Two-way Cybersecurity Model for Enhancing Cloud Service Sharing for Distributed User Applications	6
Exploring the Potential of Cyber Manufacturing System in the Digital Age	6
Optimizing Geo-Distributed Data Processing with Resource Heterogeneity over the Internet	6
Privacy-Aware Traffic Flow Prediction Based on Multi-Party Sensor Data with Zero Trust in Smart City	6
A Highly Compatible Verification Framework with Minimal Upgrades to Secure an Existing Edge Network	6
Adaptive Multi-Task Dual-Structured Learning with Its Application on Alzheimer’s Disease Study	6
A Secure Ticket-Based Authentication Mechanism for Proxy Mobile IPv6 Networks in Volunteer Computing	6
RESP: A Recursive Clustering Approach for Edge Server Placement in Mobile Edge Computing	6
A Network Calculus Model for SFC Realization and Traffic Bounds Estimation in Data Centers	6
Optimization-Based Predictive Congestion Control for the Tor Network: Opportunities and Challenges	6
Open Set Dandelion Network for IoT Intrusion Detection	6
Agile Support Vector Machine for Energy-efficient Resource Allocation in IoT-oriented Cloud using PSO	6
Intelligent Control and Security of Fog Resources in Healthcare Systems via a Cognitive Fog Model	5
A Multi-type Classifier Ensemble for Detecting Fake Reviews Through Textual-based Feature Extraction	5
A Novel Image Inpainting Framework Using Regression	5
MWPoW+: A Strong Consensus Protocol for Intra-Shard Consensus in Blockchain Sharding	5
Market Manipulation of Cryptocurrencies: Evidence from Social Media and Transaction Data	5
Introduction To The Special Section On Edge/Fog Computing For Infectious Disease Intelligence	5
Investigating the Spread of Coronavirus Disease via Edge-AI and Air Pollution Correlation	5
Predictive Analytics for Smart Parking: A Deep Learning Approach in Forecasting of IoT Data	5
A Blockchain-empowered Access Control Framework for Smart Devices in Green Internet of Things	5
Relieving Overexposure in Information Diffusion Through a Budget Multi-stage Allocation	5
Accurate Bandwidth and Delay Prediction for 5G Cellular Networks	5
Pre-Trained Convolutional Neural Networks for Breast Cancer Detection Using Ultrasound Images	5
Special Section on Edge-AI for Connected Living	5
A Novel Approach to Enhance the End-to-End Quality of Service for Avionic Wireless Sensor Networks	5
Fast Search of Lightweight Block Cipher Primitives via Swarm-like Metaheuristics for Cyber Security	5
A Highly Stable Fusion Positioning System of Smartphone under NLoS Acoustic Indoor Environment	5
Cognitive Wearable Robotics for Autism Perception Enhancement	5
InFeMo: Flexible Big Data Management Through a Federated Cloud System	5
Incremental Group-Level Popularity Prediction in Online Social Networks	5