OOIR: Observatory of International Research

Papers

(The TQCC of Data & Knowledge Engineering is 5. 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 2020-11-01 to 2024-11-01.)

Article	Citations
Deep learning in the COVID-19 epidemic: A deep model for urban traffic revitalization index	60
Interpretable Anomaly Prediction: Predicting anomalous behavior in industry 4.0 settings via regularized logistic regression tools	43
Group-based privacy preservation techniques for process mining	29
The impact of psycholinguistic patterns in discriminating between fake news spreaders and fact checkers	27
Modeling metadata in data lakes—A generic model	27
Pairing conceptual modeling with machine learning	27
Anomaly explanation: A review	26
Machine learning-based risk prediction model for cardiovascular disease using a hybrid dataset	24
Discovering business process simulation models in the presence of multitasking and availability constraints	23
Types and taxonomic structures in conceptual modeling: A novel ontological theory and engineering support	22
Forecasting cryptocurrency prices using Recurrent Neural Network and Long Short-term Memory	22
Explicit and implicit oriented Aspect-Based Sentiment Analysis with optimal feature selection and deep learning for demonetization in India	20
Trustworthy journalism through AI	19
A fuzzy clustering technique for enhancing the convergence performance by using improved Fuzzy c-means and Particle Swarm Optimization algorithms	19
Ontology-based semantic retrieval of documents using Word2vec model	19
DBHC: A DBSCAN-based hierarchical clustering algorithm	18
Transfer learning and sentiment analysis of Bahraini dialects sequential text data using multilingual deep learning approach	16
Learning English and Arabic question similarity with Siamese Neural Networks in community question answering services	16
Blockchain based Securing Medical Records in Big Data Analytics	16
An artifact ontology for design science research	16
Applying the CRISP-DM data mining process in the financial services industry: Elicitation of adaptation requirements	15
COPri v.2 — A core ontology for privacy requirements	15
An approach to detect backbones of information diffusers among different communities of a social platform	14
On the explanatory power of Boolean decision trees	14
Knowledge extraction using semantic similarity of concepts from Web of Things knowledge bases	14

Enhancing classification capacity of CNN models with deep feature selection and fusion: A case study on maize seed classification	14
Hybrid methodology for analysis of structured and unstructured data to support decision-making in public security	13
A new approach to COVID-19 data mining: A deep spatial–temporal prediction model based on tree structure for traffic revitalization index	13
Extraction and analysis of text patterns from NSFW adult content in Reddit	13
Hepatitis C virus data analysis and prediction using machine learning	12
Multi-level conceptual modeling: Theory, language and application	11
Survey of fake news detection using machine intelligence approach	11
GIRE: Gender-Inclusive Requirements Engineering	11
Convolutional neural network-based high-precision and speed detection system on CIDDS-001	10
Entity alignment with adaptive margin learning knowledge graph embedding	10
A parameter-free KNN for rating prediction	10
A core ontology on the Human–Computer Interaction phenomenon	10
Ontology-driven evolution of software security	10
Sense, Transform & Send for the Internet of Things (STS4IoT): UML profile for data-centric IoT applications	9
Decision tree post-pruning without loss of accuracy using the SAT-PP algorithm with an empirical evaluation on clinical data	9
An ontological analysis of software system anomalies and their associated risks	9
ERP failure: A systematic mapping of the literature	9
System: A core conceptual modeling construct for capturing complexity	9
OFES: Optimal feature evaluation and selection for multi-class classification	9
A framework for investigating the dynamics of user and community sentiments in a social platform	9
Mining Closed High Utility Itemsets based on Propositional Satisfiability	8
Enhancing item-based collaborative filtering by users’ similarities injection and low-quality data handling	8
Generating multiple conceptual models from behavior-driven development scenarios	8
An ontology knowledge inspection methodology for quality assessment and continuous improvement	8
Explainable machine learning models to analyse maternal health	8
Aligning and linking entity mentions in image, text, and knowledge base	7
OLAP Patterns: A pattern-based approach to multidimensional data analysis	7
Watch out, pothole! featuring road damage detection in an end-to-end system for autonomous driving	7
Automatic schema construction of electrical graph data platform based on multi-source relational data models	7
Chinese named-entity recognition via self-attention mechanism and position-aware influence propagation embedding	7
Meta-heuristic Searched-Ensemble Learning for fake news detection with optimal weighted feature selection approach	7
Metaheuristic enabled intelligent model for stock market prediction via integrating volatility spillover: India and its Asian and European counterparts	7
Conceptual modeling in the era of Big Data and Artificial Intelligence: Research topics and introduction to the special issue	7
Evolution management in multi-model databases	7
Analysis and evaluation of document-oriented structures	7
TopicBank: Collection of coherent topics using multiple model training with their further use for topic model validation	6
LEAPME: Learning-based Property Matching with Embeddings	6
Hierarchical framework for interpretable and specialized deep reinforcement learning-based predictive maintenance	6
A provenance model for control-flow driven scientific workflows	6
FaNDS: Fake News Detection System using energy flow	6
Mining high utility patterns in interval-based event sequences	6
A feature selection method based on term frequency difference and positive weighting factor	6
An effective strategy for churn prediction and customer profiling	6
Efficient machine learning on data science languages with parallel data summarization	6
Architecture for ontology-supported multi-context reasoning systems	6
Selecting databases for Polyglot Persistence applications	6
A workload-driven method for designing aggregate-oriented NoSQL databases	6
Finding Internet of Things resources: A state-of-the-art study	5
A novel approach for Credit-Based Resource Aware Load Balancing algorithm (CB-RALB-SA) for scheduling jobs in cloud computing	5
From base data to knowledge discovery – A life cycle approach – Using multilayer networks	5

Optimized deep learning-based prediction model for chiller performance prediction	5
Process model forecasting and change exploration using time series analysis of event sequence data	5
An enhanced attentive implicit relation embedding for social recommendation	5
Robotic process automation using process mining — A systematic literature review	5
Wikipedia searches and the epidemiology of infectious diseases: A systematic review	5
DECIDE: An Agile event-and-data driven design methodology for decisional Big Data projects	5
Issues in inter-organizational data sharing: Findings from practice and research challenges	5
French translation of a dialogue dataset and text-based emotion detection	5
A novel domain and event adaptive tweet augmentation approach for enhancing the classification of crisis related tweets	5
On efficient top-k transaction path query processing in blockchain database	5