OOIR: Observatory of International Research

Papers

(The median citation count of Computer Science Review is 15. 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 2020-04-01 to 2024-04-01.)

Article	Citations
A survey on deep learning and its applications	520
Conceptual and empirical comparison of dimensionality reduction algorithms (PCA, KPCA, LDA, MDS, SVD, LLE, ISOMAP, LE, ICA, t-SNE)	317
A survey of safety and trustworthiness of deep neural networks: Verification, testing, adversarial attack and defence, and interpretability	209
Big data and IoT-based applications in smart environments: A systematic review	196
Leveraging Deep Learning and IoT big data analytics to support the smart cities development: Review and future directions	170
Integrating blockchain technology into the energy sector — from theory of blockchain to research and application of energy blockchain	151
Community detection in node-attributed social networks: A survey	133
Machine Learning and Deep Learning in smart manufacturing: The Smart Grid paradigm	125
A comprehensive survey on the Multiple Traveling Salesman Problem: Applications, approaches and taxonomy	123
A systematic literature review on machine learning applications for consumer sentiment analysis using online reviews	117
A comprehensive survey and analysis of generative models in machine learning	117
A comprehensive and systematic look up into deep learning based object detection techniques: A review	110
A critical overview of outlier detection methods	107
How smart is e-tourism? A systematic review of smart tourism recommendation system applying data management	107
A systematic literature review on prototyping with Arduino: Applications, challenges, advantages, and limitations	107
Detection and mitigation of DDoS attacks in SDN: A comprehensive review, research challenges and future directions	104
Financial fraud detection applying data mining techniques: A comprehensive review from 2009 to 2019	101
Nature-inspired algorithms for Wireless Sensor Networks: A comprehensive survey	95
Smart Farming in Europe	91
Deep Learning Algorithms for Cybersecurity Applications: A Technological and Status Review	90
A survey on privacy and security of Internet of Things	88
Context Aware Recommendation Systems: A review of the state of the art techniques	86
Future FANET with application and enabling techniques: Anatomization and sustainability issues	86
Machine learning algorithms for social media analysis: A survey	84
Applicability of mobile contact tracing in fighting pandemic (COVID-19): Issues, challenges and solutions	83

Role of machine learning in medical research: A survey	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	71
Developing future human-centered smart cities: Critical analysis of smart city security, Data management, and Ethical challenges	68
Intelligent food processing: Journey from artificial neural network to deep learning	62
Ensemble learning for intrusion detection systems: A systematic mapping study and cross-benchmark evaluation	61
Landscape of IoT security	61
Improved node localization using K-means clustering for Wireless Sensor Networks	60
Conversational agents in business: A systematic literature review and future research directions	60
A comprehensive survey of service function chain provisioning approaches in SDN and NFV architecture	60
Machine learning techniques for hate speech classification of twitter data: State-of-the-art, future challenges and research directions	54
A systematic review on Deep Learning approaches for IoT security	54
Moving objects detection with a moving camera: A comprehensive review	54
Blockchain technology in the energy sector: From basic research to real world applications	54
DevOps and software quality: A systematic mapping	53
Fog computing for next-generation Internet of Things: Fundamental, state-of-the-art and research challenges	53
Applicability of Blockchain smart contracts in securing Internet and IoT: A systematic literature review	52
Vulnerability retrospection of security solutions for software-defined Cyber–Physical System against DDoS and IoT-DDoS attacks	51
Quantum walk and its application domains: A systematic review	50
Blockchain-based recommender systems: Applications, challenges and future opportunities	50
Cyber security training for critical infrastructure protection: A literature review	48
Advancement from neural networks to deep learning in software effort estimation: Perspective of two decades	48
A survey of malware detection in Android apps: Recommendations and perspectives for future research	47
A comprehensive survey on deep learning based malware detection techniques	44
Neural Natural Language Processing for unstructured data in electronic health records: A review	43
Homomorphic encryption systems statement: Trends and challenges	43
Clustering protocols in wireless sensor network: A survey, classification, issues, and future directions	42
Energy price prediction using data-driven models: A decade review	42
Multidisciplinary Pattern Recognition applications: A review	41
A survey of data center consolidation in cloud computing systems	40
A comprehensive survey on authentication and privacy-preserving schemes in VANETs	40
When machine learning meets medical world: Current status and future challenges	40
Energy aware optimized clustering for hierarchical routing in wireless sensor network	37
A survey of android application and malware hardening	36
Distributed denial of service attacks in cloud: State-of-the-art of scientific and commercial solutions	36
A survey of privacy-preserving mechanisms for heterogeneous data types	36
Network embedding: Taxonomies, frameworks and applications	36
Asynchronous federated learning on heterogeneous devices: A survey	36
The importance of selecting clustering parameters in VANETs: A survey	36
Ontology learning: Grand tour and challenges	35
Securing microservices and microservice architectures: A systematic mapping study	35
Comparative analysis on cross-modal information retrieval: A review	35
Julia language in machine learning: Algorithms, applications, and open issues	35
Multilayer network simplification: Approaches, models and methods	34
Comparative analysis of Android and iOS from security viewpoint	33
Survey on 3D face reconstruction from uncalibrated images	33
Successors of PEGASIS protocol: A comprehensive survey	33
New trends in influence maximization models	32
Malicious application detection in android — A systematic literature review	32
Adaptive user interfaces and universal usability through plasticity of user interface design	31
A survey on deep matrix factorizations	30

mHealth Authentication Approach Based 3D Touchscreen and Microphone Sensors for Real-Time Remote Healthcare Monitoring System: Comprehensive Review, Open Issues and Methodological Aspects	30
Graph spanners: A tutorial review	29
Elliptic Curve Cryptography; Applications, challenges, recent advances, and future trends: A comprehensive survey	28
Motif discovery in networks: A survey	28
Localization schemes for Underwater Acoustic Sensor Networks - A Review	28
Digital audio steganography: Systematic review, classification, and analysis of the current state of the art	27
A search for good pseudo-random number generators: Survey and empirical studies	26
A survey of outlier detection in high dimensional data streams	26
Building blocks of sharding blockchain systems: Concepts, approaches, and open problems	26
Big networks: A survey	25
A survey of live Virtual Machine migration techniques	24
Summarization of legal documents: Where are we now and the way forward	24
Affective recommender systems in the educational field. A systematic literature review	23
Towards Resilient Method: An exhaustive survey of fault tolerance methods in the cloud computing environment	23
Studying fake news spreading, polarisation dynamics, and manipulation by bots: A tale of networks and language	23
Visual SLAM for underwater vehicles: A survey	22
A survey of multidisciplinary domains contributing to affective computing	22
Machine learning through the lens of e-commerce initiatives: An up-to-date systematic literature review	22
A systematic mapping review of context-aware analysis and its approach to mobile learning and ubiquitous learning processes	22
Secure and privacy-preserving crowdsensing using smart contracts: Issues and solutions	22
Synthetic data generation: State of the art in health care domain	21
Prediction of Atrial Fibrillation using artificial intelligence on Electrocardiograms: A systematic review	21
Deep Learning Methods for Multi-Species Animal Re-identification and Tracking – a Survey	21
Systematic analysis and review of path optimization techniques in WSN with mobile sink	21
I2CE3: A dedicated and separated attack chain for ransomware offenses as the most infamous cyber extortion	20
Offline recognition of handwritten Indic scripts: A state-of-the-art survey and future perspectives	20
Security of Power Line Communication systems: Issues, limitations and existing solutions	20
Influence decision models: From cooperative game theory to social network analysis	19
A review on specification evaluation of broadcasting routing protocols in VANET	19
Automatic hand gesture recognition using hybrid meta-heuristic-based feature selection and classification with Dynamic Time Warping	18
Advances in nature-inspired metaheuristic optimization for feature selection problem: A comprehensive survey	18
A review of using object-orientation properties of C++ for designing expert system in strategic planning	18
Anonymity on blockchain based e-cash protocols—A survey	17
Adaptive gamification in Collaborative systems, a systematic mapping study	17
System security assurance: A systematic literature review	17
Energy, performance and cost efficient cloud datacentres: A survey	17
A survey of neighborhood construction algorithms for clustering and classifying data points	16
Development of improved whale optimization-based FCM clustering for image watermarking	16
Security in fog computing: A systematic review on issues, challenges and solutions	16
Comprehensive analysis of embeddings and pre-training in NLP	16
Event detection in online social network: Methodologies, state-of-art, and evolution	16
Comparative study for 8 computational intelligence algorithms for human identification	16
A survey of low-latency transmission strategies in software defined networking	15
Leveraging 6G, extended reality, and IoT big data analytics for healthcare: A review	15
Arabic Machine Translation: A survey of the latest trends and challenges	15