OOIR: Observatory of International Research

Papers

(The TQCC of Data & Knowledge Engineering is 6. 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
Deep learning in the COVID-19 epidemic: A deep model for urban traffic revitalization index	52
Integrating Cuckoo search-Grey wolf optimization and Correlative Naive Bayes classifier with Map Reduce model for big data classification	31
Interpretable Anomaly Prediction: Predicting anomalous behavior in industry 4.0 settings via regularized logistic regression tools	30
Group-based privacy preservation techniques for process mining	27
Natural language processing-enhanced extraction of SBVR business vocabularies and business rules from UML use case diagrams	25
Types and taxonomic structures in conceptual modeling: A novel ontological theory and engineering support	20
Modeling metadata in data lakes—A generic model	20
The impact of psycholinguistic patterns in discriminating between fake news spreaders and fact checkers	20
Anomaly explanation: A review	20
Discovering business process simulation models in the presence of multitasking and availability constraints	19
Pairing conceptual modeling with machine learning	17
Machine learning-based risk prediction model for cardiovascular disease using a hybrid dataset	17
Computational model for generating interactions in conversational recommender system based on product functional requirements	16
DBHC: A DBSCAN-based hierarchical clustering algorithm	16
Learning English and Arabic question similarity with Siamese Neural Networks in community question answering services	15
COPri v.2 — A core ontology for privacy requirements	14
Forecasting cryptocurrency prices using Recurrent Neural Network and Long Short-term Memory	14
A fuzzy clustering technique for enhancing the convergence performance by using improved Fuzzy c-means and Particle Swarm Optimization algorithms	14
Transfer learning and sentiment analysis of Bahraini dialects sequential text data using multilingual deep learning approach	13
Incremental clustering techniques for multi-party Privacy-Preserving Record Linkage	13
An artifact ontology for design science research	12
Hybrid methodology for analysis of structured and unstructured data to support decision-making in public security	12
An approach to detect backbones of information diffusers among different communities of a social platform	12
Enhancing classification capacity of CNN models with deep feature selection and fusion: A case study on maize seed classification	11
Knowledge extraction using semantic similarity of concepts from Web of Things knowledge bases	11

Explicit and implicit oriented Aspect-Based Sentiment Analysis with optimal feature selection and deep learning for demonetization in India	11
Multi-level conceptual modeling: Theory, language and application	11
On the explanatory power of Boolean decision trees	10
A core ontology on the Human–Computer Interaction phenomenon	10
Ontology-based semantic retrieval of documents using Word2vec model	10
Extraction and analysis of text patterns from NSFW adult content in Reddit	10
Hepatitis C virus data analysis and prediction using machine learning	9
Ontology-driven evolution of software security	9
ERP failure: A systematic mapping of the literature	9
A parameter-free KNN for rating prediction	9
An ontological analysis of software system anomalies and their associated risks	9
Blockchain based Securing Medical Records in Big Data Analytics	9
Trustworthy journalism through AI	9
Sense, Transform & Send for the Internet of Things (STS4IoT): UML profile for data-centric IoT applications	8
A framework for multidimensional skyline queries over streaming data	8
Applying the CRISP-DM data mining process in the financial services industry: Elicitation of adaptation requirements	8
Semi-automated development of conceptual models from natural language text	8
OFES: Optimal feature evaluation and selection for multi-class classification	8
Mining arguments in scientific abstracts with discourse-level embeddings	8
A new approach to COVID-19 data mining: A deep spatial–temporal prediction model based on tree structure for traffic revitalization index	8
Design and implementation of ETL processes using BPMN and relational algebra	8
Survey of fake news detection using machine intelligence approach	8
System: A core conceptual modeling construct for capturing complexity	7
Entity alignment with adaptive margin learning knowledge graph embedding	7
A framework for investigating the dynamics of user and community sentiments in a social platform	7
Convolutional neural network-based high-precision and speed detection system on CIDDS-001	6
Efficient machine learning on data science languages with parallel data summarization	6
Content-based Node2Vec for representation of papers in the scientific literature	6
Watch out, pothole! featuring road damage detection in an end-to-end system for autonomous driving	6
An ontology knowledge inspection methodology for quality assessment and continuous improvement	6
A multi-view similarity measure framework for trouble ticket mining	6
Mining high utility patterns in interval-based event sequences	6
OLAP Patterns: A pattern-based approach to multidimensional data analysis	6
A provenance model for control-flow driven scientific workflows	6
Analysis and evaluation of document-oriented structures	6
Mining Closed High Utility Itemsets based on Propositional Satisfiability	6
Enhancing item-based collaborative filtering by users’ similarities injection and low-quality data handling	6
Chinese named-entity recognition via self-attention mechanism and position-aware influence propagation embedding	6
An analytical model for information gathering and propagation in social networks using random graphs	6
Mo.Re.Farming: A hybrid architecture for tactical and strategic precision agriculture	6