Cover Image

DataLens: Enhancing Dataset Discovery via Network Topologies

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Ollagnier, Anaïs, Menin, Aline
Format:	Preprint
Published:	2025
Subjects:	Databases
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

DataLens: ML-Oriented Interactive Tabular Data Quality Dashboard
by: Abdelaal, Mohamed, et al.
Published: (2025)

Before the Outrage: Challenges and Advances in Predicting Online Antisocial Behavior
by: Ollagnier, Anaïs
Published: (2025)

Dataset Discovery via Line Charts
by: Ji, Daomin, et al.
Published: (2024)

LAKEGEN: A LLM-based Tabular Corpus Generator for Evaluating Dataset Discovery in Data Lakes
by: Dai, Zhenwei, et al.
Published: (2025)

Identifying knowledge gaps in biodiversity data and their determinants at the regional level
by: Alard, Didier, et al.
Published: (2026)

Towards Operationalizing Heterogeneous Data Discovery
by: Wang, Jin, et al.
Published: (2025)

BOD: Blindly Optimal Data Discovery
by: Hoang, Thomas
Published: (2024)

The FormAI Dataset: Generative AI in Software Security Through the Lens of Formal Verification
by: Tihanyi, Norbert, et al.
Published: (2023)

Blend: A Unified Data Discovery System
by: Esmailoghli, Mahdi, et al.
Published: (2023)

FREYJA: Efficient Join Discovery in Data Lakes
by: Maynou, Marc, et al.
Published: (2024)

Automatic String Data Validation with Pattern Discovery
by: Lin, Xinwei, et al.
Published: (2024)

StraTyper: Automated Semantic Type Discovery and Multi-Type Annotation for Dataset Collections
by: Koutras, Christos, et al.
Published: (2026)

A Novel Approach to Process Discovery with Enhanced Loop Handling
by: Eldin, Ali Nour, et al.
Published: (2024)

Unified Data Discovery across Query Modalities and User Intents
by: Wang, Tingting, et al.
Published: (2026)

The Past Still Matters: A Temporally-Valid Data Discovery System
by: Esmailoghli, Mahdi, et al.
Published: (2025)

GenIE - Simulator-Driven Iterative Data Exploration for Scientific Discovery
by: Colaco, Ashwin Gerard, et al.
Published: (2025)

Integrating Knowledge Graphs and Visualization Dashboards for Advance Data Discovery in VESA
by: Betz, Pawandeep Kaur, et al.
Published: (2024)

LakeVisage: Towards Scalable, Flexible and Interactive Visualization Recommendation for Data Discovery over Data Lakes
by: Hu, Yihao, et al.
Published: (2025)

GNN: Graph Neural Network and Large Language Model for Data Discovery
by: Hoang, Thomas
Published: (2024)

TQL: Towards Type-Driven Data Discovery
by: Kang, Andrew, et al.
Published: (2025)

Diverse Unionable Tuple Search: Novelty-Driven Discovery in Data Lakes [Technical Report]
by: Khatiwada, Aamod, et al.
Published: (2025)

Revealing Inherent Concurrency in Event Data: A Partial Order Approach to Process Discovery
by: Kourani, Humam, et al.
Published: (2025)

OmniMatch: Effective Self-Supervised Any-Join Discovery in Tabular Data Repositories
by: Koutras, Christos, et al.
Published: (2024)

LEDD: Large Language Model-Empowered Data Discovery in Data Lakes
by: An, Qi, et al.
Published: (2025)

CHORUS: Foundation Models for Unified Data Discovery and Exploration
by: Kayali, Moe, et al.
Published: (2023)

Efficient Query Rewrite Rule Discovery via Standardized Enumeration and Learning-to-Rank(extend)
by: Zhang, Yuan, et al.
Published: (2026)

Octopus: A Lightweight Entity-Aware System for Multi-Table Data Discovery and Cell-Level Retrieval
by: Li, Wen-Zhi, et al.
Published: (2026)

Humboldt: Metadata-Driven Extensible Data Discovery
by: Bäuerle, Alex, et al.
Published: (2024)

Topology-Aware Subset Repair via Entropy-Guided Density and Graph Decomposition
by: Zhao, Guoqi, et al.
Published: (2026)

The Pneuma Project: Reifying Information Needs as Relational Schemas to Automate Discovery, Guide Preparation, and Align Data with Intent
by: Balaka, Muhammad Imam Luthfi, et al.
Published: (2026)

TELII: Temporal Event Level Inverted Indexing for Cohort Discovery on a Large Covid-19 EHR Dataset
by: Huang, Yan
Published: (2024)

Generating Skyline Datasets for Data Science Models
by: Wang, Mengying, et al.
Published: (2025)

PFCS: Prime Factorization Cache System for Deterministic Data Relationship Discovery
by: Le, Duy
Published: (2025)

Towards General-Purpose Data Discovery: A Programming Languages Approach
by: Kang, Andrew, et al.
Published: (2025)

QJoin: Transformation-aware Joinable Data Discovery Using Reinforcement Learning
by: Wang, Ning, et al.
Published: (2025)

A Data Source Discovery Method using Several Domain Ontologies in P2P Environments (2014, IRIT research report)
by: Mokadem, Riad
Published: (2024)

Large Language Models for JSON Schema Discovery
by: Mior, Michael J.
Published: (2024)

Top-k Approximate Functional Dependency Discovery
by: Wan, Xiaolong, et al.
Published: (2026)

Experiversum: an Ecosystem for Curating and Enhancing Data-Driven Experimental Science
by: Vargas-Solar, Genoveva, et al.
Published: (2025)

Snoopy: Effective and Efficient Semantic Join Discovery via Proxy Columns
by: Guo, Yuxiang, et al.
Published: (2025)