OOIR: Observatory of International Research

Papers

(The H4-Index of ACM Computing Surveys is 99. 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 2021-09-01 to 2025-09-01.)

Article	Citations
A Survey of Heuristics for Profile and Wavefront Reductions	2029
Secure Robotics: Navigating Challenges at the Nexus of Safety, Trust, and Cybersecurity in Cyber-Physical Systems	1989
Open-Ethical AI: Advancements in Open-Source Human-Centric Neural Language Models	1609
A Comprehensive Review on IoT Marketplace Matchmaking: Approaches, Opportunities and Challenges	726
Machine Learning and Physics: A Survey of Integrated Models	687
Towards Trustworthy AI-Empowered Real-Time Bidding for Online Advertisement Auctioning	686
A Comprehensive Analysis of Explainable AI for Malware Hunting	643
Adversarial Attacks of Vision Tasks in the Past 10 Years: A Survey	618
Timed Automata as a Formalism for Expressing Security: A Survey on Theory and Practice	478
A Survey on Stability of Learning with Limited Labelled Data and its Sensitivity to the Effects of Randomness	439
Down the Rabbit Hole: Detecting Online Extremism, Radicalisation, and Politicised Hate Speech	436
A Survey on Security of UAV Swarm Networks: Attacks and Countermeasures	415
A Survey on Embedding Dynamic Graphs	397
A Survey on Aspect-Based Sentiment Classification	376
Demystify the Fuzzing Methods: A Comprehensive Survey	348
A Survey on Exotic Signatures for Post-quantum Blockchain: Challenges and Research Directions	330
Fairness in Ranking, Part II: Learning-to-Rank and Recommender Systems	330
Data Readiness for AI: A 360-Degree Survey	316
Privacy Intelligence: A Survey on Image Privacy in Online Social Networks	306
Brave New GES World: A Systematic Literature Review of Gestures and Referents in Gesture Elicitation Studies	293
Escorting the Confidentiality and Integrity of UAVs: What Exactly Can Trusted Execution Environment Offer?	292
Underwater Optical Object Detection in the Era of Artificial Intelligence: Current, Challenge, and Future	281
A Systematic Literature Review on Automated Software Vulnerability Detection Using Machine Learning	278
Neural Architecture Search Survey: A Hardware Perspective	278
A Survey on Kolmogorov-Arnold Network	264

A Review of Olfactory Display Designs for Virtual Reality Environments	262
I Know What You Trained Last Summer: A Survey on Stealing Machine Learning Models and Defences	259
A Survey on Concept Drift in Process Mining	245
Exploring Neuromorphic Computing Based on Spiking Neural Networks: Algorithms to Hardware	242
Demystifying Graph Databases: Analysis and Taxonomy of Data Organization, System Designs, and Graph Queries	222
Transformers in Vision: A Survey	221
Diffusion Models: A Comprehensive Survey of Methods and Applications	220
A Survey and Taxonomy of Latency Compensation Techniques for Network Computer Games	217
How many FIDO protocols are needed? Analysing the technology, security and compliance	209
A Practical Tutorial on Graph Neural Networks	208
Text Classification Using Graph Convolutional Networks: A Comprehensive Survey	205
From Reactive to Active Sensing: A Survey on Information Gathering in Decision-theoretic Planning	205
Survey on Digital Video Stabilization: Concepts, Methods, and Challenges	202
ISP Meets Deep Learning: A Survey on Deep Learning Methods for Image Signal Processing	193
A Survey on Virtual Network Functions for Media Streaming: Solutions and Future Challenges	188
Future UAV/Drone Systems for Intelligent Active Surveillance and Monitoring	184
A Systematic Review of Cross-Lingual Sentiment Analysis: Tasks, Strategies, and Prospects	181
A Systematic Literature Review on Multimodal Text Summarization	180
Engineering Blockchain-based Software Systems: Foundations, Survey, and Future Directions	175
Deep Causal Learning: Representation, Discovery and Inference	175
Understanding World or Predicting Future? A Comprehensive Survey of World Models	175
The Role of the Internet of Things (IoT) in Achieving the United Nations (UN) Sustainable Development Goals (SDGs) - A Systematic Review	173
A Survey of Security and Privacy Issues in V2X Communication Systems	172
A Survey of Multi-modal Knowledge Graphs: Technologies and Trends	168
Botnet Business Models, Takedown Attempts, and the Darkweb Market: A Survey	168
Transfer Learning in Sensor-Based Human Activity Recognition: A Survey	167
A Contemporary Survey on Live Video Streaming from a Computation-Driven Perspective	165
Remote Electronic Voting in Uncontrolled Environments: A Classifying Survey	163
Systematic Literature Review on Parallel Trajectory-based Metaheuristics	162
Personalization in Public Transport Passenger Information Systems: A Systematic Review and Framework	157
A Survey on the State of the Art of Causally Consistent Cloud Systems	157
A Comprehensive Review on Vision-Based Violence Detection in Surveillance Videos	156
Domain Generalization in Computational Pathology: Survey and Guidelines	154
State-of-the-Art and Challenges of Engineering ML- Enabled Software Systems in the Deep Learning Era	150
Security and Privacy in Unified Communication	148
Visual Tuning	146
Bridging the Gap between Spatial and Spectral Domains: A Unified Framework for Graph Neural Networks	146
Multi-Class Imbalanced Data Handling with Concept Drift in Fog Computing: A Taxonomy, Review, and Future Directions	144
Dataset Discovery and Exploration: A Survey	142
Private Graph Data Release: A Survey	138
Evolutionary Large-Scale Multi-Objective Optimization: A Survey	137
Knowledge-based Cyber Physical Security at Smart Home: A Review	136
A Systematic Literature Review on Explainability for ML/DL-based Software Engineering	135
Slicing of Probabilistic Programs: A Review of Existing Approaches	133
Deep Learning Models for Serendipity Recommendations: A Survey and New Perspectives	130
Screen Content Quality Assessment: Overview, Benchmark, and Beyond	129
A Survey on Hypergraph Representation Learning	129
On the Explainability of Natural Language Processing Deep Models	128
A Systematic Review of Multimodal Signal Fusion for Acute Pain Assessment Systems	127
Wild Patterns Reloaded: A Survey of Machine Learning Security against Training Data Poisoning	127

Explainability in Deep Reinforcement Learning: A Review into Current Methods and Applications	126
Deep Learning Methods for Abstract Visual Reasoning: A Survey on Raven's Progressive Matrices	125
A Survey on Synchronous Augmented, Virtual, andMixed Reality Remote Collaboration Systems	125
Visual Question Answering: A Survey of Methods, Datasets, Evaluation, and Challenges	122
From Perception to Computation: Revisiting Delay Optimization for Connected Autonomous Vehicles	121
Distributed Scrum: A Case Meta-analysis	121
Deep Learning Library Testing: Definition, Methods and Challenges	120
FPGA/GPU-based Acceleration for Frequent Itemsets Mining: A Comprehensive Review	118
Adversary Models for Mobile Device Authentication	116
Evolving Paradigms in Automated Program Repair: Taxonomy, Challenges, and Opportunities	116
Private and Secure Distributed Deep Learning: A Survey	115
Embedding Compression in Recommender Systems: A Survey	109
A Taxonomy and Systematic Review of Gaze Interactions for 2D Displays: Promising Techniques and Opportunities	109
A Review of Stability in Topic Modeling: Metrics for Assessing and Techniques for Improving Stability	108
Advancing 5G Security and Privacy with AI: A Survey	108
A Survey of AI-enabled Dynamic Manufacturing Scheduling: From Directed Heuristics to Autonomous Learning	106
A Systematic Literature Review on Multi-Robot Task Allocation	105
Blockchain Agnostic Protocols: An Analysis of the State of the Art	104
Class-Imbalanced Learning on Graphs: A Survey	102
Challenges and Opportunities in Mobile Network Security for Vertical Applications: A Survey	102
Driving Healthcare Monitoring with IoT and Wearable Devices: A Systematic Review	101
Survey and Taxonomy of Adversarial Reconnaissance Techniques	101
Semantic Knowledge Graphs for the News: A Review	100
A Survey on Hyperdimensional Computing aka Vector Symbolic Architectures, Part II: Applications, Cognitive Models, and Challenges	100
Eco-Friendly Route Planning Algorithms: Taxonomies, Literature Review and Future Directions	99