OOIR: Observatory of International Research

Papers

(The TQCC of Computer Science Review is 32. 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 2020-12-01 to 2024-12-01.)

Article	Citations
A survey on deep learning and its applications	739
Conceptual and empirical comparison of dimensionality reduction algorithms (PCA, KPCA, LDA, MDS, SVD, LLE, ISOMAP, LE, ICA, t-SNE)	430
Big data and IoT-based applications in smart environments: A systematic review	235
A systematic literature review on machine learning applications for consumer sentiment analysis using online reviews	175
Machine Learning and Deep Learning in smart manufacturing: The Smart Grid paradigm	163
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	150
How smart is e-tourism? A systematic review of smart tourism recommendation system applying data management	134
Financial fraud detection applying data mining techniques: A comprehensive review from 2009 to 2019	131
Machine learning algorithms for social media analysis: A survey	120
Deep Learning Algorithms for Cybersecurity Applications: A Technological and Status Review	117
Role of machine learning in medical research: A survey	114
Smart Farming in Europe	109
Nature-inspired algorithms for Wireless Sensor Networks: A comprehensive survey	107
Landscape of IoT security	100
Future FANET with application and enabling techniques: Anatomization and sustainability issues	100
Fog computing for next-generation Internet of Things: Fundamental, state-of-the-art and research challenges	93
Developing future human-centered smart cities: Critical analysis of smart city security, Data management, and Ethical challenges	92
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	87
Ensemble learning for intrusion detection systems: A systematic mapping study and cross-benchmark evaluation	81
Asynchronous federated learning on heterogeneous devices: A survey	80
A comprehensive survey on deep learning based malware detection techniques	79
Quantum walk and its application domains: A systematic review	76
Neural Natural Language Processing for unstructured data in electronic health records: A review	72
Cyber security training for critical infrastructure protection: A literature review	68

A systematic review on Deep Learning approaches for IoT security	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
Vulnerability retrospection of security solutions for software-defined Cyber–Physical System against DDoS and IoT-DDoS attacks	62
Applicability of Blockchain smart contracts in securing Internet and IoT: A systematic literature review	62
A comprehensive survey on authentication and privacy-preserving schemes in VANETs	58
A survey of malware detection in Android apps: Recommendations and perspectives for future research	56
Clustering protocols in wireless sensor network: A survey, classification, issues, and future directions	56
A survey of data center consolidation in cloud computing systems	54
Energy price prediction using data-driven models: A decade review	51
Elliptic Curve Cryptography; Applications, challenges, recent advances, and future trends: A comprehensive survey	48
Securing microservices and microservice architectures: A systematic mapping study	48
Comparative analysis on cross-modal information retrieval: A review	46
Energy aware optimized clustering for hierarchical routing in wireless sensor network	46
Distributed denial of service attacks in cloud: State-of-the-art of scientific and commercial solutions	46
The importance of selecting clustering parameters in VANETs: A survey	44
Adaptive user interfaces and universal usability through plasticity of user interface design	44
Synthetic data generation: State of the art in health care domain	43
Malicious application detection in android — A systematic literature review	42
Ontology learning: Grand tour and challenges	41
A survey of privacy-preserving mechanisms for heterogeneous data types	41
New trends in influence maximization models	40
Comparative analysis of Android and iOS from security viewpoint	40
A survey of android application and malware hardening	40
Survey on 3D face reconstruction from uncalibrated images	40
Building blocks of sharding blockchain systems: Concepts, approaches, and open problems	39
A search for good pseudo-random number generators: Survey and empirical studies	37
A survey on deep matrix factorizations	37
Successors of PEGASIS protocol: A comprehensive survey	36
A survey of outlier detection in high dimensional data streams	36
Deep learning models for cloud, edge, fog, and IoT computing paradigms: Survey, recent advances, and future directions	35
Advances in nature-inspired metaheuristic optimization for feature selection problem: A comprehensive survey	34
Studying fake news spreading, polarisation dynamics, and manipulation by bots: A tale of networks and language	33
Towards Resilient Method: An exhaustive survey of fault tolerance methods in the cloud computing environment	33
Summarization of legal documents: Where are we now and the way forward	32