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 2021-04-01 to 2025-04-01.)

Article	Citations
Metaheuristic enabled intelligent model for stock market prediction via integrating volatility spillover: India and its Asian and European counterparts	63
Advances in knowledge discovery and management, best papers of EGC 2024	41
A design of movie script generation based on natural language processing by optimized ensemble deep learning with heuristic algorithm	35
Optimal event log sanitization for privacy-preserving process mining	33
Interactive collaborative exploration using incomplete contexts	31
Integrated identity and access management metamodel and pattern system for secure enterprise architecture	31
A parameter-free KNN for rating prediction	28
Editorial	27
Editorial Board	26
A constructive deep convolutional network model for analyzing video-to-image sequences	26
Editorial Board	26
Bounding box representation of co-location instances for Chebyshev and Manhattan metrics	25
Anomaly detection with correlation laws	24
SQL query extensions for imprecise questions	22
A knowledge-sharing platform for space resources	22
Recognition algorithm for cross-texting in text chat conversations	20
Time-aware structure matching for temporal knowledge graph alignment	20
On efficient top-k transaction path query processing in blockchain database	20
Editorial for VSI:NLDB-saarbruecken-2021	20
Knowledge extraction using semantic similarity of concepts from Web of Things knowledge bases	19
An artifact ontology for design science research	19
CQuAE: A new Contextualized QUestion Answering corpus on Education domain	18
A hierarchical graph-based model for mobility data representation and analysis	18
Hepatitis C virus data analysis and prediction using machine learning	17
Combining Specialized Word Embeddings and Subword Semantic Features for Lexical Entailment Recognition	16

Optimized deep learning-based prediction model for chiller performance prediction	16
An ontological analysis of software system anomalies and their associated risks	16
Convolutional neural network-based high-precision and speed detection system on CIDDS-001	16
Multilingual Verbalization and Summarization for Explainable Link Discovery	16
Hybrid methodology for analysis of structured and unstructured data to support decision-making in public security	14
Aligning and linking entity mentions in image, text, and knowledge base	14
GIRE: Gender-Inclusive Requirements Engineering	14
Location-privacy preserving partial nearby friends querying in urban areas	13
Discovering and evaluating organizational knowledge from textual data: Application to crisis management	13
Rating scale preferences for accurate recommendations	13
Applying the CRISP-DM data mining process in the financial services industry: Elicitation of adaptation requirements	13
Mining Keys for Graphs	13
Ontology-driven evolution of software security	13
Evaluating Transformers and Linguistic Features integration for Author Profiling tasks in Spanish	12
LBP feature and hash function based dual watermarking algorithm for database	12
HyperBit: A temporal graph store for fast answering queries	12
Machine learning-based risk prediction model for cardiovascular disease using a hybrid dataset	11
The impact of psycholinguistic patterns in discriminating between fake news spreaders and fact checkers	11
Big data classification using SpinalNet-Fuzzy-ResNeXt based on spark architecture with data mining approach	11
An approach to detect backbones of information diffusers among different communities of a social platform	10
Editorial Board	10
Trustworthy journalism through AI	10
Wikipedia searches and the epidemiology of infectious diseases: A systematic review	10
Large language models: Expectations for semantics-driven systems engineering	10
Editorial Board	10
Semantic requirements construction using ontologies and boilerplates	9
Editorial Board	9
Providing healthcare shopping advice through knowledge-based virtual agents	9
Automatic schema construction of electrical graph data platform based on multi-source relational data models	9
PoliViews: A comprehensive and modular approach to the conceptual modeling of genomic data	9
Data engineering and modeling for artificial intelligence	9
Mixed emotion extraction analysis and visualisation of social media text	9
An automated multi-web platform voting framework to predict misleading information proliferated during COVID-19 outbreak using ensemble method	8
Editorial Board	8
How to build data-driven Strategy Maps? A methodological framework proposition	8
Preface	8
Editorial Board	8
Outranking Relations based Multi-criteria Recommender System for Analysis of Health Risk using Multi-objective Feature Selection Approach	8
Editorial Board	8
Editorial Board	8
An explainable machine learning approach for automated medical decision support of heart disease	7
Meta-heuristic Searched-Ensemble Learning for fake news detection with optimal weighted feature selection approach	7
Multi-level conceptual modeling: Theory, language and application	7
Analyzing fuzzy semantics of reviews for multi-criteria recommendations	7
RINX: A system for information and knowledge extraction from resumes	7
A novel domain and event adaptive tweet augmentation approach for enhancing the classification of crisis related tweets	7
Fuzzy-Ontology based knowledge driven disease risk level prediction with optimization assisted ensemble classifier	7
Learning English and Arabic question similarity with Siamese Neural Networks in community question answering services	7
PROADAPT: Proactive framework for adaptive partitioning for big data warehouses	7
Analysis and evaluation of document-oriented structures	7

Leveraging relevant summarized information and multi-layer classification to generalize the detection of misleading headlines	7
CALEB: A Conditional Adversarial Learning Framework to enhance bot detection	6
From base data to knowledge discovery – A life cycle approach – Using multilayer networks	6
Robotic process automation using process mining — A systematic literature review	6
DeepScraper: A complete and efficient tweet scraping method using authenticated multiprocessing	6
SkiQL: A unified schema query language	6
Generating multiple conceptual models from behavior-driven development scenarios	6
A novel hybrid approach for text encoding: Cognitive Attention To Syntax model to detect online misinformation	6
The power and potentials of Flexible Query Answering Systems: A critical and comprehensive analysis	6
Timed alignments with mixed moves	6
Hermes, a low-latency transactional storage for binary data streams from remote devices	6
Survey of fake news detection using machine intelligence approach	6
Mining Closed High Utility Itemsets based on Propositional Satisfiability	6
Explainable influenza forecasting scheme using DCC-based feature selection	6
Clustering sequence graphs	6
Reasoning on company takeovers: From tactic to strategy	6
Conceptually-grounded mapping patterns for Virtual Knowledge Graphs	6