OOIR: Observatory of International Research

Papers

(The H4-Index of ACM Computing Surveys is 103. 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 2022-01-01 to 2026-01-01.)

Article	Citations
A Survey of Heuristics for Profile and Wavefront Reductions	2443
Escorting the Confidentiality and Integrity of UAVs: What Exactly Can Trusted Execution Environment Offer?	2356
Towards Trustworthy AI-Empowered Real-Time Bidding for Online Advertisement Auctioning	2130
Timed Automata as a Formalism for Expressing Security: A Survey on Theory and Practice	938
Fairness in Ranking, Part II: Learning-to-Rank and Recommender Systems	850
Remote Respiration Measurement with RGB Cameras: A Review and Benchmark	837
A Survey on Stability of Learning with Limited Labelled Data and its Sensitivity to the Effects of Randomness	827
Underwater Optical Object Detection in the Era of Artificial Intelligence: Current, Challenge, and Future	568
A Comprehensive Survey of Transformers in Text Recognition: Techniques, Challenges, and Future Directions	562
Adversarial Attacks of Vision Tasks in the Past 10 Years: A Survey	539
A Comprehensive Review on IoT Marketplace Matchmaking: Approaches, Opportunities and Challenges	479
A Systematic Literature Review on Automated Software Vulnerability Detection Using Machine Learning	474
Brave New GES World: A Systematic Literature Review of Gestures and Referents in Gesture Elicitation Studies	433
A Survey on Exotic Signatures for Post-quantum Blockchain: Challenges and Research Directions	421
A Review of Olfactory Display Designs for Virtual Reality Environments	414
A Comprehensive Analysis of Explainable AI for Malware Hunting	403
A Taxonomy and Comparative Analysis of IPv4 Identifier Selection Correctness, Security, and Performance	366
Demystify the Fuzzing Methods: A Comprehensive Survey	365
Open-Ethical AI: Advancements in Open-Source Human-Centric Neural Language Models	353
Demystifying Graph Databases: Analysis and Taxonomy of Data Organization, System Designs, and Graph Queries	347
Data Readiness for AI: A 360-Degree Survey	335
Machine Learning and Physics: A Survey of Integrated Models	327
A Comprehensive Survey and Taxonomy of Cybersecurity Challenges and Proactive Measures for IoD	319
Neural Architecture Search Survey: A Hardware Perspective	313
Secure Robotics: Navigating Challenges at the Nexus of Safety, Trust, and Cybersecurity in Cyber-Physical Systems	303

A Survey on Aspect-Based Sentiment Classification	281
Down the Rabbit Hole: Detecting Online Extremism, Radicalisation, and Politicised Hate Speech	281
A Survey on Kolmogorov-Arnold Network	278
DNN Partitioning for Cooperative Inference in Edge Intelligence: Modeling, Solutions, Toolchains	255
Privacy Intelligence: A Survey on Image Privacy in Online Social Networks	248
Exploring Neuromorphic Computing Based on Spiking Neural Networks: Algorithms to Hardware	248
Transformers in Vision: A Survey	247
A Survey on Security of UAV Swarm Networks: Attacks and Countermeasures	243
I Know What You Trained Last Summer: A Survey on Stealing Machine Learning Models and Defences	235
Diffusion Models: A Comprehensive Survey of Methods and Applications	230
Future UAV/Drone Systems for Intelligent Active Surveillance and Monitoring	229
State-of-the-Art and Challenges of Engineering ML- Enabled Software Systems in the Deep Learning Era	228
Visual Tuning	223
Botnet Business Models, Takedown Attempts, and the Darkweb Market: A Survey	223
How many FIDO protocols are needed? Analysing the technology, security and compliance	219
Domain Generalization in Computational Pathology: Survey and Guidelines	216
A Survey on Synchronous Augmented, Virtual, andMixed Reality Remote Collaboration Systems	200
A Systematic Review of Cross-Lingual Sentiment Analysis: Tasks, Strategies, and Prospects	198
A Comprehensive Review on Vision-Based Violence Detection in Surveillance Videos	194
A Practical Tutorial on Graph Neural Networks	191
Security and Privacy in Unified Communication	189
A Survey on Virtual Network Functions for Media Streaming: Solutions and Future Challenges	185
A Survey and Taxonomy of Latency Compensation Techniques for Network Computer Games	185
On the Explainability of Natural Language Processing Deep Models	179
Systematic Literature Review on Parallel Trajectory-based Metaheuristics	179
Remote Electronic Voting in Uncontrolled Environments: A Classifying Survey	178
A Survey on the State of the Art of Causally Consistent Cloud Systems	175
Slicing of Probabilistic Programs: A Review of Existing Approaches	174
The Role of the Internet of Things (IoT) in Achieving the United Nations (UN) Sustainable Development Goals (SDGs) - A Systematic Review	173
A Systematic Literature Review on Multimodal Text Summarization	171
ISP Meets Deep Learning: A Survey on Deep Learning Methods for Image Signal Processing	169
A Contemporary Survey on Live Video Streaming from a Computation-Driven Perspective	167
A Systematic Literature Review on Explainability for ML/DL-based Software Engineering	166
Survey on Digital Video Stabilization: Concepts, Methods, and Challenges	163
From Reactive to Active Sensing: A Survey on Information Gathering in Decision-theoretic Planning	162
Concept-based Explainable Artificial Intelligence: A Survey	162
Knowledge-based Cyber Physical Security at Smart Home: A Review	161
Deep Causal Learning: Representation, Discovery and Inference	152
A Systematic Review of Multimodal Signal Fusion for Acute Pain Assessment Systems	152
Multi-Class Imbalanced Data Handling with Concept Drift in Fog Computing: A Taxonomy, Review, and Future Directions	151
Deep Learning Models for Serendipity Recommendations: A Survey and New Perspectives	151
Personalization in Public Transport Passenger Information Systems: A Systematic Review and Framework	151
Engineering Blockchain-based Software Systems: Foundations, Survey, and Future Directions	148
Bridging the Gap between Spatial and Spectral Domains: A Unified Framework for Graph Neural Networks	148
A Survey of Multi-modal Knowledge Graphs: Technologies and Trends	144
A Survey on Hypergraph Representation Learning	143
Private Graph Data Release: A Survey	143
Text Classification Using Graph Convolutional Networks: A Comprehensive Survey	142
A Survey of Security and Privacy Issues in V2X Communication Systems	139
Understanding World or Predicting Future? A Comprehensive Survey of World Models	139

Explainability in Deep Reinforcement Learning: A Review into Current Methods and Applications	138
Transfer Learning in Sensor-Based Human Activity Recognition: A Survey	137
Wild Patterns Reloaded: A Survey of Machine Learning Security against Training Data Poisoning	133
Dataset Discovery and Exploration: A Survey	131
A Review of Stability in Topic Modeling: Metrics for Assessing and Techniques for Improving Stability	130
A Taxonomy and Systematic Review of Gaze Interactions for 2D Displays: Promising Techniques and Opportunities	126
Blockchain Agnostic Protocols: An Analysis of the State of the Art	123
A Survey on Deep Learning for Monte Carlo Path Tracing	123
Deep Generative Models for Therapeutic Peptide Discovery: A Comprehensive Review	122
Driving Healthcare Monitoring with IoT and Wearable Devices: A Systematic Review	121
Deep Learning Library Testing: Definition, Methods and Challenges	120
From Perception to Computation: Revisiting Delay Optimization for Connected Autonomous Vehicles	119
Advancing 5G Security and Privacy with AI: A Survey	117
Private and Secure Distributed Deep Learning: A Survey	115
Evolving Paradigms in Automated Program Repair: Taxonomy, Challenges, and Opportunities	114
Visual Question Answering: A Survey of Methods, Datasets, Evaluation, and Challenges	114
Task Offloading for CAVs Edge Computing Environment: Taxonomy, Critical Review, and Future Road Map	114
Class-Imbalanced Learning on Graphs: A Survey	113
State of Practical Applicability of Regression Testing Research: A Live Systematic Literature Review	112
Non-imaging Medical Data Synthesis for Trustworthy AI: A Comprehensive Survey	111
Eco-Friendly Route Planning Algorithms: Taxonomies, Literature Review and Future Directions	108
A Systematic Literature Review on Multi-Robot Task Allocation	106
Threats to Training: A Survey of Poisoning Attacks and Defenses on Machine Learning Systems	106
Semantic Knowledge Graphs for the News: A Review	106
Embedding Compression in Recommender Systems: A Survey	106
Deep Learning Methods for Abstract Visual Reasoning: A Survey on Raven's Progressive Matrices	105
A Survey of AI-enabled Dynamic Manufacturing Scheduling: From Directed Heuristics to Autonomous Learning	105
The Role of Multi-Agents in Digital Twin Implementation: Short Survey	104
Deep Learning on Monocular Object Pose Detection and Tracking: A Comprehensive Overview	103