OOIR: Observatory of International Research

Papers

(The H4-Index of ACM Computing Surveys is 96. 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 2021-08-01 to 2025-08-01.)

Article	Citations
A Survey of Heuristics for Profile and Wavefront Reductions	1934
A Survey on Stability of Learning with Limited Labelled Data and its Sensitivity to the Effects of Randomness	1900
Secure Robotics: Navigating Challenges at the Nexus of Safety, Trust, and Cybersecurity in Cyber-Physical Systems	1476
Open-Ethical AI: Advancements in Open-Source Human-Centric Neural Language Models	669
A Comprehensive Review on IoT Marketplace Matchmaking: Approaches, Opportunities and Challenges	659
Machine Learning and Physics: A Survey of Integrated Models	639
Privacy Intelligence: A Survey on Image Privacy in Online Social Networks	618
Towards Trustworthy AI-Empowered Real-Time Bidding for Online Advertisement Auctioning	569
A Review of Olfactory Display Designs for Virtual Reality Environments	459
Fairness in Ranking, Part II: Learning-to-Rank and Recommender Systems	413
Brave New GES World: A Systematic Literature Review of Gestures and Referents in Gesture Elicitation Studies	408
A Survey on Security of UAV Swarm Networks: Attacks and Countermeasures	407
Timed Automata as a Formalism for Expressing Security: A Survey on Theory and Practice	381
Demystifying Graph Databases: Analysis and Taxonomy of Data Organization, System Designs, and Graph Queries	347
Demystify the Fuzzing Methods: A Comprehensive Survey	327
A Survey on Aspect-Based Sentiment Classification	307
Neural Architecture Search Survey: A Hardware Perspective	303
I Know What You Trained Last Summer: A Survey on Stealing Machine Learning Models and Defences	301
Data Readiness for AI: A 360-Degree Survey	294
A Survey on Embedding Dynamic Graphs	279
A Survey on Exotic Signatures for Post-quantum Blockchain: Challenges and Research Directions	276
A Survey on Concept Drift in Process Mining	267
A Systematic Literature Review on Automated Software Vulnerability Detection Using Machine Learning	265
A Comprehensive Analysis of Explainable AI for Malware Hunting	256
Adversarial Attacks of Vision Tasks in the Past 10 Years: A Survey	255

Transformers in Vision: A Survey	248
Down the Rabbit Hole: Detecting Online Extremism, Radicalisation, and Politicised Hate Speech	245
Exploring Neuromorphic Computing Based on Spiking Neural Networks: Algorithms to Hardware	231
A Survey on Kolmogorov-Arnold Network	219
Diffusion Models: A Comprehensive Survey of Methods and Applications	213
Survey on Digital Video Stabilization: Concepts, Methods, and Challenges	210
A Survey and Taxonomy of Latency Compensation Techniques for Network Computer Games	207
How many FIDO protocols are needed? Analysing the technology, security and compliance	200
A Practical Tutorial on Graph Neural Networks	199
Text Classification Using Graph Convolutional Networks: A Comprehensive Survey	199
From Reactive to Active Sensing: A Survey on Information Gathering in Decision-theoretic Planning	197
Remote Electronic Voting in Uncontrolled Environments: A Classifying Survey	196
A Survey on Virtual Network Functions for Media Streaming: Solutions and Future Challenges	195
Systematic Literature Review on Parallel Trajectory-based Metaheuristics	187
Security and Privacy in Unified Communication	183
Personalization in Public Transport Passenger Information Systems: A Systematic Review and Framework	172
A Survey on the State of the Art of Causally Consistent Cloud Systems	171
Visual Tuning	170
ISP Meets Deep Learning: A Survey on Deep Learning Methods for Image Signal Processing	164
Botnet Business Models, Takedown Attempts, and the Darkweb Market: A Survey	164
Private Graph Data Release: A Survey	163
Deep Learning Models for Serendipity Recommendations: A Survey and New Perspectives	160
Domain Generalization in Computational Pathology: Survey and Guidelines	160
Multi-Class Imbalanced Data Handling with Concept Drift in Fog Computing: A Taxonomy, Review, and Future Directions	160
Engineering Blockchain-based Software Systems: Foundations, Survey, and Future Directions	159
Dataset Discovery and Exploration: A Survey	159
Evolutionary Large-Scale Multi-Objective Optimization: A Survey	158
Knowledge-based Cyber Physical Security at Smart Home: A Review	151
State-of-the-Art and Challenges of Engineering ML- Enabled Software Systems in the Deep Learning Era	151
A Systematic Review of Multimodal Signal Fusion for Acute Pain Assessment Systems	150
A Survey of Security and Privacy Issues in V2X Communication Systems	148
Wild Patterns Reloaded: A Survey of Machine Learning Security against Training Data Poisoning	147
Bridging the Gap between Spatial and Spectral Domains: A Unified Framework for Graph Neural Networks	146
A Comprehensive Review on Vision-Based Violence Detection in Surveillance Videos	145
Transfer Learning in Sensor-Based Human Activity Recognition: A Survey	143
A Contemporary Survey on Live Video Streaming from a Computation-Driven Perspective	141
A Survey on Synchronous Augmented, Virtual, andMixed Reality Remote Collaboration Systems	140
Understanding World or Predicting Future? A Comprehensive Survey of World Models	138
A Survey of Multi-modal Knowledge Graphs: Technologies and Trends	134
Explainability in Deep Reinforcement Learning: A Review into Current Methods and Applications	134
A Systematic Review of Cross-Lingual Sentiment Analysis: Tasks, Strategies, and Prospects	131
A Survey on Hypergraph Representation Learning	130
On the Explainability of Natural Language Processing Deep Models	127
Screen Content Quality Assessment: Overview, Benchmark, and Beyond	126
Driving Healthcare Monitoring with IoT and Wearable Devices: A Systematic Review	124
Semantic Knowledge Graphs for the News: A Review	123
Threats to Training: A Survey of Poisoning Attacks and Defenses on Machine Learning Systems	121
Survey and Taxonomy of Adversarial Reconnaissance Techniques	120
A Survey of Privacy Attacks in Machine Learning	119
Deep Learning on Monocular Object Pose Detection and Tracking: A Comprehensive Overview	119

Class-Imbalanced Learning on Graphs: A Survey	119
Deep Learning Methods for Abstract Visual Reasoning: A Survey on Raven's Progressive Matrices	117
A Taxonomy and Survey on Grid-Based Routing Protocols Designed for Wireless Sensor Networks	117
A Survey on Hyperdimensional Computing aka Vector Symbolic Architectures, Part II: Applications, Cognitive Models, and Challenges	117
Distributed Scrum: A Case Meta-analysis	115
Visual Question Answering: A Survey of Methods, Datasets, Evaluation, and Challenges	115
Challenges and Opportunities in Mobile Network Security for Vertical Applications: A Survey	111
From Perception to Computation: Revisiting Delay Optimization for Connected Autonomous Vehicles	110
Deep Learning Library Testing: Definition, Methods and Challenges	109
A Systematic Literature Review on Multi-Robot Task Allocation	108
The Role of Multi-Agents in Digital Twin Implementation: Short Survey	104
FPGA/GPU-based Acceleration for Frequent Itemsets Mining: A Comprehensive Review	104
Adversary Models for Mobile Device Authentication	102
State of Practical Applicability of Regression Testing Research: A Live Systematic Literature Review	102
Weight-Sharing Neural Architecture Search: A Battle to Shrink the Optimization Gap	101
Evolving Paradigms in Automated Program Repair: Taxonomy, Challenges, and Opportunities	99
Non-imaging Medical Data Synthesis for Trustworthy AI: A Comprehensive Survey	99
Deep Learning for Code Intelligence: Survey, Benchmark and Toolkit	99
Deep Generative Models for Therapeutic Peptide Discovery: A Comprehensive Review	97
Private and Secure Distributed Deep Learning: A Survey	97
Embedding Compression in Recommender Systems: A Survey	96
Eco-Friendly Route Planning Algorithms: Taxonomies, Literature Review and Future Directions	96