OOIR: Observatory of International Research

Papers

(The H4-Index of VLDB Journal is 19. 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
Data collection and quality challenges in deep learning: a data-centric AI perspective	138
Fast-adapting and privacy-preserving federated recommender system	52
Managing bias and unfairness in data for decision support: a survey of machine learning and data engineering approaches to identify and mitigate bias and unfairness within data management and analytic	48
Fairness in rankings and recommendations: an overview	45
A survey of RDF stores & SPARQL engines for querying knowledge graphs	41
A model and query language for temporal graph databases	37
MDDE: multitasking distributed differential evolution for privacy-preserving database fragmentation	35
A benchmark and comprehensive survey on knowledge graph entity alignment via representation learning	32
A survey on outlier explanations	32
A survey on deep learning approaches for text-to-SQL	30
LineageChain: a fine-grained, secure and efficient data provenance system for blockchains	29
Unsupervised and scalable subsequence anomaly detection in large data series	29
Data dependencies for query optimization: a survey	27
Location- and keyword-based querying of geo-textual data: a survey	26
Towards efficient solutions of bitruss decomposition for large-scale bipartite graphs	23
Cross-chain deals and adversarial commerce	23
Tidy Tuples and Flying Start: fast compilation and fast execution of relational queries in Umbra	22
Memory-aware framework for fast and scalable second-order random walk over billion-edge natural graphs	22
Distributed temporal graph analytics with GRADOOP	19