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
Personalization in Public Transport Passenger Information Systems: A Systematic Review and Framework	147
On the Explainability of Natural Language Processing Deep Models	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
Distributed Scrum: A Case Meta-analysis	110
Driving Healthcare Monitoring with IoT and Wearable Devices: A Systematic Review	110
Visual Question Answering: A Survey of Methods, Datasets, Evaluation, and Challenges	109
A Systematic Literature Review on Multi-Robot Task Allocation	107
Deep Learning on Monocular Object Pose Detection and Tracking: A Comprehensive Overview	106
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
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
Cybersecurity of Industrial Cyber-Physical Systems: A Review	102
A Survey on Deep Learning for Monte Carlo Path Tracing	102
Class-Imbalanced Learning on Graphs: A Survey	101
A Survey of Privacy Attacks in Machine Learning	101