OOIR: Observatory of International Research

Papers

(The TQCC of Computer Science Review is 40. 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 2020-07-01 to 2024-07-01.)

Article	Citations
A survey on deep learning and its applications	607
Conceptual and empirical comparison of dimensionality reduction algorithms (PCA, KPCA, LDA, MDS, SVD, LLE, ISOMAP, LE, ICA, t-SNE)	362
A survey of safety and trustworthiness of deep neural networks: Verification, testing, adversarial attack and defence, and interpretability	227
Big data and IoT-based applications in smart environments: A systematic review	208
Leveraging Deep Learning and IoT big data analytics to support the smart cities development: Review and future directions	185
Integrating blockchain technology into the energy sector — from theory of blockchain to research and application of energy blockchain	171
Community detection in node-attributed social networks: A survey	154
A comprehensive survey and analysis of generative models in machine learning	146
Machine Learning and Deep Learning in smart manufacturing: The Smart Grid paradigm	142
A comprehensive survey on the Multiple Traveling Salesman Problem: Applications, approaches and taxonomy	139
A systematic literature review on machine learning applications for consumer sentiment analysis using online reviews	139
A critical overview of outlier detection methods	133
How smart is e-tourism? A systematic review of smart tourism recommendation system applying data management	124
A systematic literature review on prototyping with Arduino: Applications, challenges, advantages, and limitations	121
Detection and mitigation of DDoS attacks in SDN: A comprehensive review, research challenges and future directions	120
A comprehensive and systematic look up into deep learning based object detection techniques: A review	120
Financial fraud detection applying data mining techniques: A comprehensive review from 2009 to 2019	113
Nature-inspired algorithms for Wireless Sensor Networks: A comprehensive survey	103
Smart Farming in Europe	102
Context Aware Recommendation Systems: A review of the state of the art techniques	100
Machine learning algorithms for social media analysis: A survey	98
Deep Learning Algorithms for Cybersecurity Applications: A Technological and Status Review	98
A survey on privacy and security of Internet of Things	97
Future FANET with application and enabling techniques: Anatomization and sustainability issues	94
Role of machine learning in medical research: A survey	91

Applicability of mobile contact tracing in fighting pandemic (COVID-19): Issues, challenges and solutions	87
Developing future human-centered smart cities: Critical analysis of smart city security, Data management, and Ethical challenges	84
Landscape of IoT security	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	78
Ensemble learning for intrusion detection systems: A systematic mapping study and cross-benchmark evaluation	74
Intelligent food processing: Journey from artificial neural network to deep learning	69
Fog computing for next-generation Internet of Things: Fundamental, state-of-the-art and research challenges	67
Quantum walk and its application domains: A systematic review	65
A comprehensive survey of service function chain provisioning approaches in SDN and NFV architecture	65
Improved node localization using K-means clustering for Wireless Sensor Networks	64
A systematic review on Deep Learning approaches for IoT security	63
Moving objects detection with a moving camera: A comprehensive review	62
Blockchain-based recommender systems: Applications, challenges and future opportunities	61
Machine learning techniques for hate speech classification of twitter data: State-of-the-art, future challenges and research directions	60
Neural Natural Language Processing for unstructured data in electronic health records: A review	60
Applicability of Blockchain smart contracts in securing Internet and IoT: A systematic literature review	60
Blockchain technology in the energy sector: From basic research to real world applications	60
Cyber security training for critical infrastructure protection: A literature review	59
DevOps and software quality: A systematic mapping	58
Vulnerability retrospection of security solutions for software-defined Cyber–Physical System against DDoS and IoT-DDoS attacks	57
A comprehensive survey on deep learning based malware detection techniques	57
Asynchronous federated learning on heterogeneous devices: A survey	57
Advancement from neural networks to deep learning in software effort estimation: Perspective of two decades	54
A survey of malware detection in Android apps: Recommendations and perspectives for future research	52
Clustering protocols in wireless sensor network: A survey, classification, issues, and future directions	50
A survey of data center consolidation in cloud computing systems	50
A comprehensive survey on authentication and privacy-preserving schemes in VANETs	50
Multidisciplinary Pattern Recognition applications: A review	47
When machine learning meets medical world: Current status and future challenges	46
Energy price prediction using data-driven models: A decade review	46
Distributed denial of service attacks in cloud: State-of-the-art of scientific and commercial solutions	43
Network embedding: Taxonomies, frameworks and applications	41
Energy aware optimized clustering for hierarchical routing in wireless sensor network	41
A survey of android application and malware hardening	40
Securing microservices and microservice architectures: A systematic mapping study	40