OOIR: Observatory of International Research

Papers

(The H4-Index of Computer Science Review is 48. 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 2020-11-01 to 2024-11-01.)

Article	Citations
A survey on deep learning and its applications	698
Conceptual and empirical comparison of dimensionality reduction algorithms (PCA, KPCA, LDA, MDS, SVD, LLE, ISOMAP, LE, ICA, t-SNE)	406
Big data and IoT-based applications in smart environments: A systematic review	224
Leveraging Deep Learning and IoT big data analytics to support the smart cities development: Review and future directions	197
A comprehensive survey and analysis of generative models in machine learning	178
Machine Learning and Deep Learning in smart manufacturing: The Smart Grid paradigm	163
A critical overview of outlier detection methods	160
A systematic literature review on machine learning applications for consumer sentiment analysis using online reviews	159
A comprehensive survey on the Multiple Traveling Salesman Problem: Applications, approaches and taxonomy	154
A systematic literature review on prototyping with Arduino: Applications, challenges, advantages, and limitations	140
A comprehensive and systematic look up into deep learning based object detection techniques: A review	132
Financial fraud detection applying data mining techniques: A comprehensive review from 2009 to 2019	131
How smart is e-tourism? A systematic review of smart tourism recommendation system applying data management	129
Machine learning algorithms for social media analysis: A survey	114
Smart Farming in Europe	109
Deep Learning Algorithms for Cybersecurity Applications: A Technological and Status Review	108
Nature-inspired algorithms for Wireless Sensor Networks: A comprehensive survey	107
Role of machine learning in medical research: A survey	105
A survey on privacy and security of Internet of Things	105
Future FANET with application and enabling techniques: Anatomization and sustainability issues	100
Landscape of IoT security	92
Developing future human-centered smart cities: Critical analysis of smart city security, Data management, and Ethical challenges	92
Applicability of mobile contact tracing in fighting pandemic (COVID-19): Issues, challenges and solutions	88
Fog computing for next-generation Internet of Things: Fundamental, state-of-the-art and research challenges	81
Ensemble learning for intrusion detection systems: A systematic mapping study and cross-benchmark evaluation	81

Strategies based on various aspects of clustering in wireless sensor networks using classical, optimization and machine learning techniques: Review, taxonomy, research findings, challenges and future	81
Asynchronous federated learning on heterogeneous devices: A survey	80
Intelligent food processing: Journey from artificial neural network to deep learning	75
A comprehensive survey of service function chain provisioning approaches in SDN and NFV architecture	73
A comprehensive survey on deep learning based malware detection techniques	72
Neural Natural Language Processing for unstructured data in electronic health records: A review	72
Quantum walk and its application domains: A systematic review	69
Moving objects detection with a moving camera: A comprehensive review	69
DevOps and software quality: A systematic mapping	68
Cyber security training for critical infrastructure protection: A literature review	67
A systematic review on Deep Learning approaches for IoT security	64
Machine learning techniques for hate speech classification of twitter data: State-of-the-art, future challenges and research directions	64
Blockchain technology in the energy sector: From basic research to real world applications	63
Blockchain-based recommender systems: Applications, challenges and future opportunities	63
Applicability of Blockchain smart contracts in securing Internet and IoT: A systematic literature review	62
Vulnerability retrospection of security solutions for software-defined Cyber–Physical System against DDoS and IoT-DDoS attacks	62
Clustering protocols in wireless sensor network: A survey, classification, issues, and future directions	56
A survey of malware detection in Android apps: Recommendations and perspectives for future research	56
A comprehensive survey on authentication and privacy-preserving schemes in VANETs	54
Advancement from neural networks to deep learning in software effort estimation: Perspective of two decades	54
A survey of data center consolidation in cloud computing systems	54
Energy price prediction using data-driven models: A decade review	51
Securing microservices and microservice architectures: A systematic mapping study	48
Elliptic Curve Cryptography; Applications, challenges, recent advances, and future trends: A comprehensive survey	48