OOIR: Observatory of International Research

Papers

(The TQCC of VLDB Journal is 7. 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 survey on outlier explanations	32
A benchmark and comprehensive survey on knowledge graph entity alignment via representation learning	32
A survey on deep learning approaches for text-to-SQL	30
Unsupervised and scalable subsequence anomaly detection in large data series	29
LineageChain: a fine-grained, secure and efficient data provenance system for blockchains	29
Data dependencies for query optimization: a survey	27
Location- and keyword-based querying of geo-textual data: a survey	26
Cross-chain deals and adversarial commerce	23
Towards efficient solutions of bitruss decomposition for large-scale bipartite graphs	23
Memory-aware framework for fast and scalable second-order random walk over billion-edge natural graphs	22
Tidy Tuples and Flying Start: fast compilation and fast execution of relational queries in Umbra	22
Distributed temporal graph analytics with GRADOOP	19
Privacy and efficiency guaranteed social subgraph matching	17
Dragoon: a hybrid and efficient big trajectory management system for offline and online analytics	16
Visually aware recommendation with aesthetic features	15
A survey on semantic schema discovery	15
PrefixFPM: a parallel framework for general-purpose mining of frequent and closed patterns	14
Answering reachability and K-reach queries on large graphs with label constraints	14

eRiskCom: an e-commerce risky community detection platform	14
On entity alignment at scale	14
$$\hbox {CDBTune}^{+}$$: An efficient deep reinforcement learning-based automatic cloud database tuning system	14
A dataspace-based framework for OLAP analyses in a high-variety multistore	13
A survey on the evolution of stream processing systems	13
GeoSparkViz: a cluster computing system for visualizing massive-scale geospatial data	13
I/O efficient k-truss community search in massive graphs	13
In-Memory Interval Joins	13
Data distribution debugging in machine learning pipelines	12
HFUL: a hybrid framework for user account linkage across location-aware social networks	12
Efficient kNN query for moving objects on time-dependent road networks	12
Fast subgraph query processing and subgraph matching via static and dynamic equivalences	12
Efficient and effective ER with progressive blocking	11
Parallel mining of large maximal quasi-cliques	10
A cost model for random access queries in document stores	10
Efficient Hop-constrained s-t Simple Path Enumeration	10
ByShard: sharding in a Byzantine environment	10
Algorithms for the discovery of embedded functional dependencies	10
Fast data series indexing for in-memory data	9
Pivot selection algorithms in metric spaces: a survey and experimental study	9
G-thinker: a general distributed framework for finding qualified subgraphs in a big graph with load balancing	9
Better database cost/performance via batched I/O on programmable SSD	9
Leveraging range joins for the computation of overlap joins	8
Accelerated butterfly counting with vertex priority on bipartite graphs	8
Unified route representation learning for multi-modal transportation recommendation with spatiotemporal pre-training	8
Effective entity matching with transformers	8
Model averaging in distributed machine learning: a case study with Apache Spark	8
VolcanoML: speeding up end-to-end AutoML via scalable search space decomposition	8
Semantic embedding for regions of interest	7
Efficient distributed discovery of bidirectional order dependencies	7
(p,q)-biclique counting and enumeration for large sparse bipartite graphs	7
A design space for RDF data representations	7
Cache-efficient sweeping-based interval joins for extended Allen relation predicates	7
ProS: data series progressive k-NN similarity search and classification with probabilistic quality guarantees	7