OOIR: Observatory of International Research

Papers

(The median citation count of Computer Science Review is 12. 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 2020-10-01 to 2024-10-01.)

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
Developing future human-centered smart cities: Critical analysis of smart city security, Data management, and Ethical challenges	92
Landscape of IoT security	92
Applicability of mobile contact tracing in fighting pandemic (COVID-19): Issues, challenges and solutions	88
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

Fog computing for next-generation Internet of Things: Fundamental, state-of-the-art and research challenges	81
Asynchronous federated learning on heterogeneous devices: A survey	77
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
Neural Natural Language Processing for unstructured data in electronic health records: A review	72
A comprehensive survey on deep learning based malware detection techniques	72
Moving objects detection with a moving camera: A comprehensive review	69
Quantum walk and its application domains: A systematic review	69
DevOps and software quality: A systematic mapping	68
Cyber security training for critical infrastructure protection: A literature review	67
Machine learning techniques for hate speech classification of twitter data: State-of-the-art, future challenges and research directions	64
A systematic review on Deep Learning approaches for IoT security	64
Blockchain-based recommender systems: Applications, challenges and future opportunities	63
Blockchain technology in the energy sector: From basic research to real world applications	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
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
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
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
Distributed denial of service attacks in cloud: State-of-the-art of scientific and commercial solutions	46
Adaptive user interfaces and universal usability through plasticity of user interface design	44
Network embedding: Taxonomies, frameworks and applications	44
Energy aware optimized clustering for hierarchical routing in wireless sensor network	43
Malicious application detection in android — A systematic literature review	42
The importance of selecting clustering parameters in VANETs: A survey	42
Ontology learning: Grand tour and challenges	41
A survey of android application and malware hardening	40
Survey on 3D face reconstruction from uncalibrated images	40
New trends in influence maximization models	40
A survey of privacy-preserving mechanisms for heterogeneous data types	40
Comparative analysis of Android and iOS from security viewpoint	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
Synthetic data generation: State of the art in health care domain	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
mHealth Authentication Approach Based 3D Touchscreen and Microphone Sensors for Real-Time Remote Healthcare Monitoring System: Comprehensive Review, Open Issues and Methodological Aspects	34
Advances in nature-inspired metaheuristic optimization for feature selection problem: A comprehensive survey	34
Towards Resilient Method: An exhaustive survey of fault tolerance methods in the cloud computing environment	33
Studying fake news spreading, polarisation dynamics, and manipulation by bots: A tale of networks and language	33
Summarization of legal documents: Where are we now and the way forward	32
Digital audio steganography: Systematic review, classification, and analysis of the current state of the art	30

Systematic analysis and review of path optimization techniques in WSN with mobile sink	29
Machine learning through the lens of e-commerce initiatives: An up-to-date systematic literature review	29
A survey of multidisciplinary domains contributing to affective computing	29
Security of Power Line Communication systems: Issues, limitations and existing solutions	29
A systematic mapping review of context-aware analysis and its approach to mobile learning and ubiquitous learning processes	29
Affective recommender systems in the educational field. A systematic literature review	28
A comprehensive review on blockchains for Internet of Vehicles: Challenges and directions	27
Secure and privacy-preserving crowdsensing using smart contracts: Issues and solutions	27
Visual SLAM for underwater vehicles: A survey	27
A survey of live Virtual Machine migration techniques	27
Leveraging 6G, extended reality, and IoT big data analytics for healthcare: A review	26
Deep Learning Methods for Multi-Species Animal Re-identification and Tracking – a Survey	25
Energy, performance and cost efficient cloud datacentres: A survey	24
Anonymity on blockchain based e-cash protocols—A survey	24
Influence decision models: From cooperative game theory to social network analysis	24
Automatic hand gesture recognition using hybrid meta-heuristic-based feature selection and classification with Dynamic Time Warping	23
Prediction of Atrial Fibrillation using artificial intelligence on Electrocardiograms: A systematic review	23
A review on specification evaluation of broadcasting routing protocols in VANET	23
Integration of hyperspectral imaging and autoencoders: Benefits, applications, hyperparameter tunning and challenges	23
Offline recognition of handwritten Indic scripts: A state-of-the-art survey and future perspectives	22
Event detection in online social network: Methodologies, state-of-art, and evolution	21
A survey on GANs for computer vision: Recent research, analysis and taxonomy	21
Facial expression and body gesture emotion recognition: A systematic review on the use of visual data in affective computing	21
Adaptive gamification in Collaborative systems, a systematic mapping study	21
A Comprehensive review of ‘Internet of Healthcare Things’: Networking aspects, technologies, services, applications, challenges, and security concerns	21
System security assurance: A systematic literature review	20
Security in fog computing: A systematic review on issues, challenges and solutions	20
Considerations about the efficiency and sufficiency of the utilization of the Scrum methodology: A survey for analyzing results for development teams	20
Systematic literature review: Quantum machine learning and its applications	20
Comprehensive analysis of embeddings and pre-training in NLP	19
Beyond linear subspace clustering: A comparative study of nonlinear manifold clustering algorithms	18
Arabic Machine Translation: A survey of the latest trends and challenges	18
A review of IoT security and privacy using decentralized blockchain techniques	18
A survey of low-latency transmission strategies in software defined networking	18
Vision-based approaches towards person identification using gait	17
A survey of neighborhood construction algorithms for clustering and classifying data points	17
A survey on system level energy optimisation for MPSoCs in IoT and consumer electronics	17
A comprehensive study of simulation frameworks and research directions in fog computing	17
Advances in online handwritten recognition in the last decades	16
Deep learning for unmanned aerial vehicles detection: A review	16
Taxonomy, state-of-the-art, challenges and applications of visual understanding: A review	15
Research communities in cyber security: A comprehensive literature review	15
Neurological and physiological measures to evaluate the usability and user-experience (UX) of information systems: A systematic literature review	15
Cloud services selection: A systematic review and future research directions	13
Aspect based sentiment analysis using deep learning approaches: A survey	13
A decade: Review of scene text detection methods	13
Real-time 3D reconstruction techniques applied in dynamic scenes: A systematic literature review	12
A systematic literature review on web service clustering approaches to enhance service discovery, selection and recommendation	12
Software as storytelling: A systematic literature review	12