Data & Knowledge Engineering

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
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
Types and taxonomic structures in conceptual modeling: A novel ontological theory and engineering support	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
DBHC: A DBSCAN-based hierarchical clustering algorithm	16
Computational model for generating interactions in conversational recommender system based on product functional requirements	16
Learning English and Arabic question similarity with Siamese Neural Networks in community question answering services	15
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
COPri v.2 — A core ontology for privacy requirements	14
Incremental clustering techniques for multi-party Privacy-Preserving Record Linkage	13
Transfer learning and sentiment analysis of Bahraini dialects sequential text data using multilingual deep learning approach	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
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

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
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
On the explanatory power of Boolean decision trees	10
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
Hepatitis C virus data analysis and prediction using machine learning	9
Ontology-driven evolution of software security	9
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
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
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
System: A core conceptual modeling construct for capturing complexity	7
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
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
FaNDS: Fake News Detection System using energy flow	5
Wikipedia searches and the epidemiology of infectious diseases: A systematic review	5
Aligning and linking entity mentions in image, text, and knowledge base	5
A feature selection method based on term frequency difference and positive weighting factor	5
From base data to knowledge discovery – A life cycle approach – Using multilayer networks	5
DECIDE: An Agile event-and-data driven design methodology for decisional Big Data projects	5
TopicBank: Collection of coherent topics using multiple model training with their further use for topic model validation	5
A linear programming-based framework for handling missing data in multi-granular data warehouses	5
Decision tree post-pruning without loss of accuracy using the SAT-PP algorithm with an empirical evaluation on clinical data	5
Finding Internet of Things resources: A state-of-the-art study	4

Selecting databases for Polyglot Persistence applications	4
A novel domain and event adaptive tweet augmentation approach for enhancing the classification of crisis related tweets	4
Metaheuristic enabled intelligent model for stock market prediction via integrating volatility spillover: India and its Asian and European counterparts	4
Conceptual modeling in the era of Big Data and Artificial Intelligence: Research topics and introduction to the special issue	4
LEAPME: Learning-based Property Matching with Embeddings	4
Natural logic knowledge bases and their graph form	4
Generating multiple conceptual models from behavior-driven development scenarios	4
On efficient top-k transaction path query processing in blockchain database	4
Scalable distributed reachability query processing in multi-labeled networks	4
Evolution management in multi-model databases	4
Automatic schema construction of electrical graph data platform based on multi-source relational data models	4
Meta-heuristic Searched-Ensemble Learning for fake news detection with optimal weighted feature selection approach	4
GIRE: Gender-Inclusive Requirements Engineering	3
Event detection with multi-order edge-aware graph convolution networks	3
An analysis of the collaboration network of the International Conference on Conceptual Modeling at the Age of 40	3
Graph data temporal evolutions: From conceptual modelling to implementation	3
Handling data imperfection—False data inputs in applications for Alzheimer’s patients	3
A hierarchical graph-based model for mobility data representation and analysis	3
A profile-aware methodological framework for collaborative multidimensional modeling	3
Architecture for ontology-supported multi-context reasoning systems	3
Designing NoSQL databases based on multiple requirement views	3
How to build data-driven Strategy Maps? A methodological framework proposition	3
Reasoning on company takeovers: From tactic to strategy	3
Anomaly detection with correlation laws	3
Model-based valuation of smart grid initiatives: Foundations, open issues, requirements, and a research outlook	3
ISO/IEC 25012-based methodology for managing data quality requirements in the development of information systems: Towards Data Quality by Design	3
A workload-driven method for designing aggregate-oriented NoSQL databases	3
Managing polyglot systems metadata with hypergraphs	3
A constructive deep convolutional network model for analyzing video-to-image sequences	3
Process model forecasting and change exploration using time series analysis of event sequence data	2
An enhanced attentive implicit relation embedding for social recommendation	2
Classifying encyclopedia articles: Comparing machine and deep learning methods and exploring their predictions	2
Matching and analysing conservation–restoration trajectories	2
SimBio: Adopting Particle Swarm Optimization for ontology-based biomedical term similarity assessment	2
RINX: A system for information and knowledge extraction from resumes	2
Location-privacy preserving partial nearby friends querying in urban areas	2
French translation of a dialogue dataset and text-based emotion detection	2
An effective and secured authentication and sharing of data with dynamic groups in cloud	2
A novel approach for Credit-Based Resource Aware Load Balancing algorithm (CB-RALB-SA) for scheduling jobs in cloud computing	2
Multi-Layer Hybrid (MLH) balancing technique: A combined approach to remove data imbalance	2
An automated multi-web platform voting framework to predict misleading information proliferated during COVID-19 outbreak using ensemble method	2
A design of movie script generation based on natural language processing by optimized ensemble deep learning with heuristic algorithm	2
Evaluating the intelligence capability of smart homes: A conceptual modeling approach	2
Hierarchical framework for interpretable and specialized deep reinforcement learning-based predictive maintenance	2
Ontologically correct taxonomies by construction	2
An embedding driven approach to automatically detect identifiers and references in document stores	2
PROADAPT: Proactive framework for adaptive partitioning for big data warehouses	2
Optimized deep learning-based prediction model for chiller performance prediction	2
Discovering closed and maximal embedded patterns from large tree data	1
AStar: A modeling language for document-oriented geospatial data warehouses	1
Towards a better identification of Bitcoin actors by supervised learning	1
Towards automatic Privacy-Preserving Record Linkage: A Transfer Learning based classification step	1
Automated sentimental analysis using heuristic-based CNN-BiLSTM for E-commerce dataset	1
In pursuit of the hidden features of GNN’s internal representations	1
Leveraging relevant summarized information and multi-layer classification to generalize the detection of misleading headlines	1
Explainable machine learning models to analyse maternal health	1
Hierarchy construction and classification of heterogeneous information networks based on RSDAEf	1
Interactive collaborative exploration using incomplete contexts	1
An extended taxonomy of advanced information visualization and interaction in conceptual modeling	1
Multilingual Verbalization and Summarization for Explainable Link Discovery	1
Similarity matrix enhanced collaborative filtering for e-government recommendation	1
Effective healthcare service recommendation with network representation learning: A recursive neural network approach	1
A social and technical sustainability requirements catalogue	1
Seamless conceptual modeling of processes with transactional and analytical data	1
Self-adaptation in smartphone applications: Current state-of-the-art techniques, challenges, and future directions	1
A FAIR catalog of ontology-driven conceptual models	1
Clustering sequence graphs	1
An effective strategy for churn prediction and customer profiling	1
Outranking Relations based Multi-criteria Recommender System for Analysis of Health Risk using Multi-objective Feature Selection Approach	1
Guest Editorial – DaWaK 2019 Special Issue – Evolving Big Data Analytics Towards Data Science	1
LBP feature and hash function based dual watermarking algorithm for database	1
Deep hyper optimization approach for disease classification using artificial intelligence	1
Top-k user-specified preferred answers in massive graph databases	1
Generation of Gaussian sets for clustering methods assessment	1
Modified Hierarchical-Attention Network model for legal judgment predictions	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
Logical big data integration and near real-time data analytics	1
Exploring the research landscape of data warehousing and mining based on DaWaK Conference full-text articles	1
SkiQL: A unified schema query language	1

Conceptually-grounded mapping patterns for Virtual Knowledge Graphs	1
Combining Specialized Word Embeddings and Subword Semantic Features for Lexical Entailment Recognition	1
Neurofuzzy semantic similarity measurement	1
Bounding box representation of co-location instances for Chebyshev and Manhattan metrics	1