Data & Knowledge Engineering

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
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
Transfer learning and sentiment analysis of Bahraini dialects sequential text data using multilingual deep learning approach	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
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
Mining Closed High Utility Itemsets based on Propositional Satisfiability	8
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
Aligning and linking entity mentions in image, text, and knowledge base	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
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
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
Event detection with multi-order edge-aware graph convolution networks	4
A social and technical sustainability requirements catalogue	4
Graph data temporal evolutions: From conceptual modelling to implementation	4
Blockchain-based ontology driven reference framework for security risk management	4
Evaluating the intelligence capability of smart homes: A conceptual modeling approach	4
ISO/IEC 25012-based methodology for managing data quality requirements in the development of information systems: Towards Data Quality by Design	4
Effective healthcare service recommendation with network representation learning: A recursive neural network approach	4
Towards understanding students’ sensemaking of test case design	4
Anomaly detection with correlation laws	4
Artificial intelligence in digital twins—A systematic literature review	4
An analysis of the collaboration network of the International Conference on Conceptual Modeling at the Age of 40	4
Multi-Layer Hybrid (MLH) balancing technique: A combined approach to remove data imbalance	4
Designing NoSQL databases based on multiple requirement views	4
PROADAPT: Proactive framework for adaptive partitioning for big data warehouses	4
A design of movie script generation based on natural language processing by optimized ensemble deep learning with heuristic algorithm	4
Scalable distributed reachability query processing in multi-labeled networks	4
Deep hyper optimization approach for disease classification using artificial intelligence	3
An embedding driven approach to automatically detect identifiers and references in document stores	3
Handling data imperfection—False data inputs in applications for Alzheimer’s patients	3
How to build data-driven Strategy Maps? A methodological framework proposition	3
Optimal event log sanitization for privacy-preserving process mining	3
Interactive collaborative exploration using incomplete contexts	3
A profile-aware methodological framework for collaborative multidimensional modeling	3
A FAIR catalog of ontology-driven conceptual models	3
Managing polyglot systems metadata with hypergraphs	3
Integrated identity and access management metamodel and pattern system for secure enterprise architecture	3
A hierarchical graph-based model for mobility data representation and analysis	3
Model-based valuation of smart grid initiatives: Foundations, open issues, requirements, and a research outlook	3
Automated sentimental analysis using heuristic-based CNN-BiLSTM for E-commerce dataset	3
Reasoning on company takeovers: From tactic to strategy	3
Discovering and evaluating organizational knowledge from textual data: Application to crisis management	3
A constructive deep convolutional network model for analyzing video-to-image sequences	3
SimBio: Adopting Particle Swarm Optimization for ontology-based biomedical term similarity assessment	2
A framework for approximate product search using faceted navigation and user preference ranking	2
An automated multi-web platform voting framework to predict misleading information proliferated during COVID-19 outbreak using ensemble method	2
RINX: A system for information and knowledge extraction from resumes	2
An extended taxonomy of advanced information visualization and interaction in conceptual modeling	2
Discovering closed and maximal embedded patterns from large tree data	2
Explanation, semantics, and ontology	2
Modified Hierarchical-Attention Network model for legal judgment predictions	2
A new sentence embedding framework for the education and professional training domain with application to hierarchical multi-label text classification	2
Self-adaptation in smartphone applications: Current state-of-the-art techniques, challenges, and future directions	2
Logical big data integration and near real-time data analytics	2
CALEB: A Conditional Adversarial Learning Framework to enhance bot detection	2
Conceptually-grounded mapping patterns for Virtual Knowledge Graphs	2
Neurofuzzy semantic similarity measurement	2
A conceptual model supporting decision-making for test automation in Agile-based Software Development	2
Matching and analysing conservation–restoration trajectories	2
DLBench+: A benchmark for quantitative and qualitative data lake assessment	2
An empirical evaluation of scrum training’s suitability for the model-driven development of knowledge-intensive software systems	2
Exploring the research landscape of data warehousing and mining based on DaWaK Conference full-text articles	2
Explainable influenza forecasting scheme using DCC-based feature selection	2
Outranking Relations based Multi-criteria Recommender System for Analysis of Health Risk using Multi-objective Feature Selection Approach	2
Location-privacy preserving partial nearby friends querying in urban areas	2
Multivariate hierarchical DBSCAN model for enhanced maritime data analytics	2
Similarity matrix enhanced collaborative filtering for e-government recommendation	2
Generating psychological analysis tables for children's drawings using deep learning	2
Ontologically correct taxonomies by construction	2
Classifying encyclopedia articles: Comparing machine and deep learning methods and exploring their predictions	2
Conceptual model visual simulation and the inductive learning of missing domain constraints	1
An empiric validation of linguistic features in machine learning models for fake news detection	1
A bitwise approach on influence overload problem	1
Fuzzy-Ontology based knowledge driven disease risk level prediction with optimization assisted ensemble classifier	1
Mixed emotion extraction analysis and visualisation of social media text	1
SQL query extensions for imprecise questions	1
Bounding box representation of co-location instances for Chebyshev and Manhattan metrics	1
The unresolved need for dependable guarantees on security, sovereignty, and trust in data ecosystems	1
Consolidating economic exchange ontologies for financial reporting standard setting	1
Towards a better identification of Bitcoin actors by supervised learning	1
AStar: A modeling language for document-oriented geospatial data warehouses	1

Topological querying of music scores	1
Deep attention based optimized Bi-LSTM for improving geospatial data ontology	1
AI system architecture design methodology based on IMO (Input-AI Model-Output) structure for successful AI adoption in organizations	1
Challenges of a Data Ecosystem for scientific data	1
DeepScraper: A complete and efficient tweet scraping method using authenticated multiprocessing	1
SkiQL: A unified schema query language	1
Leveraging relevant summarized information and multi-layer classification to generalize the detection of misleading headlines	1
Multilingual Verbalization and Summarization for Explainable Link Discovery	1
Combining Specialized Word Embeddings and Subword Semantic Features for Lexical Entailment Recognition	1
Legal powers, subjections, disabilities, and immunities: Ontological analysis and modeling patterns	1
An effective and secured authentication and sharing of data with dynamic groups in cloud	1
A pattern accumulated compression method for trajectories constrained by urban road networks	1
Integrating Character-level and Word-level Representation for Affect in Arabic Tweets	1
In pursuit of the hidden features of GNN’s internal representations	1
Self supervised learning and the poverty of the stimulus	1
User-generated short-text classification using cograph editing-based network clustering with an application in invoice categorization	1
A novel ensemble framework driven by diversity and cooperativity for non-stationary data stream classification	1
Clustering sequence graphs	1
A novel hybrid approach for text encoding: Cognitive Attention To Syntax model to detect online misinformation	1
Managerial risk data analytics applications using grey influence analysis (GINA)	1
LBP feature and hash function based dual watermarking algorithm for database	1
Leveraging an Isolation Forest to Anomaly Detection and Data Clustering	1
Generation of Gaussian sets for clustering methods assessment	1
Effective text classification using BERT, MTM LSTM, and DT	1
Towards automatic Privacy-Preserving Record Linkage: A Transfer Learning based classification step	1
Seamless conceptual modeling of processes with transactional and analytical data	1