OOIR: Observatory of International Research

Papers

(The H4-Index of ACM Computing Surveys is 100. 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 2021-12-01 to 2025-12-01.)

Article	Citations
A Survey of Heuristics for Profile and Wavefront Reductions	2351
Escorting the Confidentiality and Integrity of UAVs: What Exactly Can Trusted Execution Environment Offer?	2265
Towards Trustworthy AI-Empowered Real-Time Bidding for Online Advertisement Auctioning	1991
Adversarial Attacks of Vision Tasks in the Past 10 Years: A Survey	883
Timed Automata as a Formalism for Expressing Security: A Survey on Theory and Practice	812
Secure Robotics: Navigating Challenges at the Nexus of Safety, Trust, and Cybersecurity in Cyber-Physical Systems	790
A Review of Olfactory Display Designs for Virtual Reality Environments	783
A Survey on Stability of Learning with Limited Labelled Data and its Sensitivity to the Effects of Randomness	545
Remote Respiration Measurement with RGB Cameras: A Review and Benchmark	534
Open-Ethical AI: Advancements in Open-Source Human-Centric Neural Language Models	519
A Comprehensive Survey of Transformers in Text Recognition: Techniques, Challenges, and Future Directions	460
Data Readiness for AI: A 360-Degree Survey	449
Down the Rabbit Hole: Detecting Online Extremism, Radicalisation, and Politicised Hate Speech	410
A Taxonomy and Comparative Analysis of IPv4 Identifier Selection Correctness, Security, and Performance	399
A Comprehensive Analysis of Explainable AI for Malware Hunting	390
A Comprehensive Review on IoT Marketplace Matchmaking: Approaches, Opportunities and Challenges	375
Underwater Optical Object Detection in the Era of Artificial Intelligence: Current, Challenge, and Future	347
Machine Learning and Physics: A Survey of Integrated Models	344
A Systematic Literature Review on Automated Software Vulnerability Detection Using Machine Learning	338
Demystifying Graph Databases: Analysis and Taxonomy of Data Organization, System Designs, and Graph Queries	335
A Survey on Aspect-Based Sentiment Classification	318
Demystify the Fuzzing Methods: A Comprehensive Survey	299
I Know What You Trained Last Summer: A Survey on Stealing Machine Learning Models and Defences	298
Privacy Intelligence: A Survey on Image Privacy in Online Social Networks	296
Neural Architecture Search Survey: A Hardware Perspective	287

A Survey on Exotic Signatures for Post-quantum Blockchain: Challenges and Research Directions	274
Exploring Neuromorphic Computing Based on Spiking Neural Networks: Algorithms to Hardware	269
Brave New GES World: A Systematic Literature Review of Gestures and Referents in Gesture Elicitation Studies	266
A Survey on Security of UAV Swarm Networks: Attacks and Countermeasures	244
Fairness in Ranking, Part II: Learning-to-Rank and Recommender Systems	240
A Survey on Kolmogorov-Arnold Network	235
Transformers in Vision: A Survey	234
Diffusion Models: A Comprehensive Survey of Methods and Applications	231
A Survey on Virtual Network Functions for Media Streaming: Solutions and Future Challenges	220
Future UAV/Drone Systems for Intelligent Active Surveillance and Monitoring	220
A Systematic Review of Multimodal Signal Fusion for Acute Pain Assessment Systems	219
Remote Electronic Voting in Uncontrolled Environments: A Classifying Survey	213
A Survey on the State of the Art of Causally Consistent Cloud Systems	208
Security and Privacy in Unified Communication	206
Slicing of Probabilistic Programs: A Review of Existing Approaches	205
The Role of the Internet of Things (IoT) in Achieving the United Nations (UN) Sustainable Development Goals (SDGs) - A Systematic Review	191
Deep Learning Models for Serendipity Recommendations: A Survey and New Perspectives	188
A Systematic Literature Review on Multimodal Text Summarization	188
ISP Meets Deep Learning: A Survey on Deep Learning Methods for Image Signal Processing	184
A Contemporary Survey on Live Video Streaming from a Computation-Driven Perspective	180
Systematic Literature Review on Parallel Trajectory-based Metaheuristics	177
Concept-based Explainable Artificial Intelligence: A Survey	174
A Practical Tutorial on Graph Neural Networks	171
Visual Tuning	170
Knowledge-based Cyber Physical Security at Smart Home: A Review	168
Private Graph Data Release: A Survey	167
A Comprehensive Review on Vision-Based Violence Detection in Surveillance Videos	163
Deep Causal Learning: Representation, Discovery and Inference	161
How many FIDO protocols are needed? Analysing the technology, security and compliance	159
Multi-Class Imbalanced Data Handling with Concept Drift in Fog Computing: A Taxonomy, Review, and Future Directions	158
Wild Patterns Reloaded: A Survey of Machine Learning Security against Training Data Poisoning	157
A Systematic Literature Review on Explainability for ML/DL-based Software Engineering	156
Survey on Digital Video Stabilization: Concepts, Methods, and Challenges	155
State-of-the-Art and Challenges of Engineering ML- Enabled Software Systems in the Deep Learning Era	155
Text Classification Using Graph Convolutional Networks: A Comprehensive Survey	154
Domain Generalization in Computational Pathology: Survey and Guidelines	153
Engineering Blockchain-based Software Systems: Foundations, Survey, and Future Directions	152
From Reactive to Active Sensing: A Survey on Information Gathering in Decision-theoretic Planning	151
Bridging the Gap between Spatial and Spectral Domains: A Unified Framework for Graph Neural Networks	150
A Systematic Review of Cross-Lingual Sentiment Analysis: Tasks, Strategies, and Prospects	148
Botnet Business Models, Takedown Attempts, and the Darkweb Market: A Survey	148
On the Explainability of Natural Language Processing Deep Models	141
A Survey on Hypergraph Representation Learning	141
Explainability in Deep Reinforcement Learning: A Review into Current Methods and Applications	140
Transfer Learning in Sensor-Based Human Activity Recognition: A Survey	139
Personalization in Public Transport Passenger Information Systems: A Systematic Review and Framework	138
Dataset Discovery and Exploration: A Survey	138
A Survey of Security and Privacy Issues in V2X Communication Systems	137
A Survey on Synchronous Augmented, Virtual, andMixed Reality Remote Collaboration Systems	133
A Survey of Multi-modal Knowledge Graphs: Technologies and Trends	133

A Survey and Taxonomy of Latency Compensation Techniques for Network Computer Games	132
Understanding World or Predicting Future? A Comprehensive Survey of World Models	128
A Review of Stability in Topic Modeling: Metrics for Assessing and Techniques for Improving Stability	122
Advancing 5G Security and Privacy with AI: A Survey	120
A Taxonomy and Systematic Review of Gaze Interactions for 2D Displays: Promising Techniques and Opportunities	120
Deep Learning Library Testing: Definition, Methods and Challenges	119
Private and Secure Distributed Deep Learning: A Survey	117
A Taxonomy and Survey on Grid-Based Routing Protocols Designed for Wireless Sensor Networks	116
Distributed Scrum: A Case Meta-analysis	115
Deep Learning Methods for Abstract Visual Reasoning: A Survey on Raven's Progressive Matrices	115
From Perception to Computation: Revisiting Delay Optimization for Connected Autonomous Vehicles	113
Visual Question Answering: A Survey of Methods, Datasets, Evaluation, and Challenges	113
A Survey on Deep Learning for Monte Carlo Path Tracing	109
Challenges and Opportunities in Mobile Network Security for Vertical Applications: A Survey	108
Evolving Paradigms in Automated Program Repair: Taxonomy, Challenges, and Opportunities	107
State of Practical Applicability of Regression Testing Research: A Live Systematic Literature Review	107
Survey and Taxonomy of Adversarial Reconnaissance Techniques	107
Eco-Friendly Route Planning Algorithms: Taxonomies, Literature Review and Future Directions	106
The Role of Multi-Agents in Digital Twin Implementation: Short Survey	105
A Survey on Hyperdimensional Computing aka Vector Symbolic Architectures, Part II: Applications, Cognitive Models, and Challenges	104
Deep Learning on Monocular Object Pose Detection and Tracking: A Comprehensive Overview	104
Knowledge Graph Embedding: A Survey from the Perspective of Representation Spaces	104
A.I. Robustness: a Human-Centered Perspective on Technological Challenges and Opportunities	104
A Survey of Privacy Attacks in Machine Learning	102
Semantic Knowledge Graphs for the News: A Review	101