OOIR: Observatory of International Research

Papers

(The H4-Index of ACM Computing Surveys is 101. 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 2021-11-01 to 2025-11-01.)

Article	Citations
A Comprehensive Review on IoT Marketplace Matchmaking: Approaches, Opportunities and Challenges	2243
A Survey of Heuristics for Profile and Wavefront Reductions	2166
Escorting the Confidentiality and Integrity of UAVs: What Exactly Can Trusted Execution Environment Offer?	1857
A Survey on Stability of Learning with Limited Labelled Data and its Sensitivity to the Effects of Randomness	832
Down the Rabbit Hole: Detecting Online Extremism, Radicalisation, and Politicised Hate Speech	768
I Know What You Trained Last Summer: A Survey on Stealing Machine Learning Models and Defences	752
A Survey on Embedding Dynamic Graphs	730
Demystifying Graph Databases: Analysis and Taxonomy of Data Organization, System Designs, and Graph Queries	523
Adversarial Attacks of Vision Tasks in the Past 10 Years: A Survey	499
Exploring Neuromorphic Computing Based on Spiking Neural Networks: Algorithms to Hardware	489
Fairness in Ranking, Part II: Learning-to-Rank and Recommender Systems	443
Towards Trustworthy AI-Empowered Real-Time Bidding for Online Advertisement Auctioning	421
Timed Automata as a Formalism for Expressing Security: A Survey on Theory and Practice	386
Demystify the Fuzzing Methods: A Comprehensive Survey	381
Secure Robotics: Navigating Challenges at the Nexus of Safety, Trust, and Cybersecurity in Cyber-Physical Systems	374
Privacy Intelligence: A Survey on Image Privacy in Online Social Networks	364
A Review of Olfactory Display Designs for Virtual Reality Environments	338
Underwater Optical Object Detection in the Era of Artificial Intelligence: Current, Challenge, and Future	336
A Comprehensive Survey of Transformers in Text Recognition: Techniques, Challenges, and Future Directions	318
Remote Respiration Measurement with RGB Cameras: A Review and Benchmark	313
Brave New GES World: A Systematic Literature Review of Gestures and Referents in Gesture Elicitation Studies	311
Open-Ethical AI: Advancements in Open-Source Human-Centric Neural Language Models	300
A Survey on Exotic Signatures for Post-quantum Blockchain: Challenges and Research Directions	284
A Survey on Security of UAV Swarm Networks: Attacks and Countermeasures	282
Neural Architecture Search Survey: A Hardware Perspective	273

A Survey on Kolmogorov-Arnold Network	269
Data Readiness for AI: A 360-Degree Survey	262
A Systematic Literature Review on Automated Software Vulnerability Detection Using Machine Learning	255
A Comprehensive Analysis of Explainable AI for Malware Hunting	251
Machine Learning and Physics: A Survey of Integrated Models	237
Transformers in Vision: A Survey	228
A Survey on Aspect-Based Sentiment Classification	226
Domain Generalization in Computational Pathology: Survey and Guidelines	225
Diffusion Models: A Comprehensive Survey of Methods and Applications	225
Deep Causal Learning: Representation, Discovery and Inference	217
Future UAV/Drone Systems for Intelligent Active Surveillance and Monitoring	203
Botnet Business Models, Takedown Attempts, and the Darkweb Market: A Survey	202
A Survey on Virtual Network Functions for Media Streaming: Solutions and Future Challenges	202
From Reactive to Active Sensing: A Survey on Information Gathering in Decision-theoretic Planning	198
Systematic Literature Review on Parallel Trajectory-based Metaheuristics	196
Remote Electronic Voting in Uncontrolled Environments: A Classifying Survey	194
A Survey on the State of the Art of Causally Consistent Cloud Systems	192
A Systematic Literature Review on Multimodal Text Summarization	183
Slicing of Probabilistic Programs: A Review of Existing Approaches	179
Deep Learning Models for Serendipity Recommendations: A Survey and New Perspectives	179
Private Graph Data Release: A Survey	173
Multi-Class Imbalanced Data Handling with Concept Drift in Fog Computing: A Taxonomy, Review, and Future Directions	171
Engineering Blockchain-based Software Systems: Foundations, Survey, and Future Directions	171
Transfer Learning in Sensor-Based Human Activity Recognition: A Survey	167
Visual Tuning	164
A Systematic Literature Review on Explainability for ML/DL-based Software Engineering	164
Knowledge-based Cyber Physical Security at Smart Home: A Review	163
Text Classification Using Graph Convolutional Networks: A Comprehensive Survey	159
State-of-the-Art and Challenges of Engineering ML- Enabled Software Systems in the Deep Learning Era	158
The Role of the Internet of Things (IoT) in Achieving the United Nations (UN) Sustainable Development Goals (SDGs) - A Systematic Review	155
How many FIDO protocols are needed? Analysing the technology, security and compliance	150
Security and Privacy in Unified Communication	148
On the Explainability of Natural Language Processing Deep Models	147
Personalization in Public Transport Passenger Information Systems: A Systematic Review and Framework	147
A Contemporary Survey on Live Video Streaming from a Computation-Driven Perspective	146
A Systematic Review of Cross-Lingual Sentiment Analysis: Tasks, Strategies, and Prospects	146
Bridging the Gap between Spatial and Spectral Domains: A Unified Framework for Graph Neural Networks	145
A Systematic Review of Multimodal Signal Fusion for Acute Pain Assessment Systems	144
Understanding World or Predicting Future? A Comprehensive Survey of World Models	144
ISP Meets Deep Learning: A Survey on Deep Learning Methods for Image Signal Processing	143
A Survey and Taxonomy of Latency Compensation Techniques for Network Computer Games	143
Survey on Digital Video Stabilization: Concepts, Methods, and Challenges	137
A Survey of Multi-modal Knowledge Graphs: Technologies and Trends	135
A Comprehensive Review on Vision-Based Violence Detection in Surveillance Videos	134
A Survey on Synchronous Augmented, Virtual, andMixed Reality Remote Collaboration Systems	133
Dataset Discovery and Exploration: A Survey	133
Wild Patterns Reloaded: A Survey of Machine Learning Security against Training Data Poisoning	133
A Practical Tutorial on Graph Neural Networks	132
Explainability in Deep Reinforcement Learning: A Review into Current Methods and Applications	130
A Survey on Hypergraph Representation Learning	129

A Survey of Security and Privacy Issues in V2X Communication Systems	129
A Review of Stability in Topic Modeling: Metrics for Assessing and Techniques for Improving Stability	128
A Taxonomy and Systematic Review of Gaze Interactions for 2D Displays: Promising Techniques and Opportunities	124
Evolving Paradigms in Automated Program Repair: Taxonomy, Challenges, and Opportunities	123
Blockchain Agnostic Protocols: An Analysis of the State of the Art	123
Advancing 5G Security and Privacy with AI: A Survey	122
Deep Learning Library Testing: Definition, Methods and Challenges	117
Survey and Taxonomy of Adversarial Reconnaissance Techniques	115
Private and Secure Distributed Deep Learning: A Survey	115
A Taxonomy and Survey on Grid-Based Routing Protocols Designed for Wireless Sensor Networks	114
Deep Learning for Code Intelligence: Survey, Benchmark and Toolkit	113
State of Practical Applicability of Regression Testing Research: A Live Systematic Literature Review	111
Driving Healthcare Monitoring with IoT and Wearable Devices: A Systematic Review	110
Distributed Scrum: A Case Meta-analysis	110
Visual Question Answering: A Survey of Methods, Datasets, Evaluation, and Challenges	109
A Systematic Literature Review on Multi-Robot Task Allocation	107
A Survey on Hyperdimensional Computing aka Vector Symbolic Architectures, Part II: Applications, Cognitive Models, and Challenges	106
Embedding Compression in Recommender Systems: A Survey	106
Deep Learning on Monocular Object Pose Detection and Tracking: A Comprehensive Overview	106
Challenges and Opportunities in Mobile Network Security for Vertical Applications: A Survey	105
A Survey of AI-enabled Dynamic Manufacturing Scheduling: From Directed Heuristics to Autonomous Learning	103
Non-imaging Medical Data Synthesis for Trustworthy AI: A Comprehensive Survey	103
A Survey on Deep Learning for Monte Carlo Path Tracing	102
Cybersecurity of Industrial Cyber-Physical Systems: A Review	102
A Survey of Privacy Attacks in Machine Learning	101
Class-Imbalanced Learning on Graphs: A Survey	101