A survey on deep learning approaches for text-to-SQL
G Katsogiannis-Meimarakis, G Koutrika - The VLDB Journal, 2023 - Springer
To bridge the gap between users and data, numerous text-to-SQL systems have been
developed that allow users to pose natural language questions over relational databases …
developed that allow users to pose natural language questions over relational databases …
OpenML: networked science in machine learning
Many sciences have made significant breakthroughs by adopting online tools that help
organize, structure and mine information that is too detailed to be printed in journals. In this …
organize, structure and mine information that is too detailed to be printed in journals. In this …
The illustris simulation: Public data release
We present the full public release of all data from the Illustris simulation project. Illustris is a
suite of large volume, cosmological hydrodynamical simulations run with the moving-mesh …
suite of large volume, cosmological hydrodynamical simulations run with the moving-mesh …
A comparative survey of recent natural language interfaces for databases
Over the last few years, natural language interfaces (NLI) for databases have gained
significant traction both in academia and industry. These systems use very different …
significant traction both in academia and industry. These systems use very different …
[PDF][PDF] Citizen science: status and research directions for the coming decade
Imagine a world where participating in science is as accepted a part of everyday life as
participation in a sport is today. Many people would participate in science at various levels …
participation in a sport is today. Many people would participate in science at various levels …
[كتاب][B] Big data and social science: A practical guide to methods and tools
Both Traditional Students and Working Professionals Acquire the Skills to Analyze Social
Problems. Big Data and Social Science: A Practical Guide to Methods and Tools shows how …
Problems. Big Data and Social Science: A Practical Guide to Methods and Tools shows how …
Mask galaxy: Morphological segmentation of galaxies
The classification of galaxies based on their morphology is instrumental for the
understanding of galaxy formation and evolution. This, in addition to the ever-growing digital …
understanding of galaxy formation and evolution. This, in addition to the ever-growing digital …
Autopart: Automating schema design for large scientific databases using data partitioning
Database applications that use multi-terabyte datasets are becoming increasingly important
for scientific fields such as astronomy and biology. Scientific databases are particularly …
for scientific fields such as astronomy and biology. Scientific databases are particularly …
CosmoHub: Interactive exploration and distribution of astronomical data on Hadoop
Abstract We present CosmoHub (https://cosmohub. pic. es), a web application based on
Hadoop to perform interactive exploration and distribution of massive cosmological datasets …
Hadoop to perform interactive exploration and distribution of massive cosmological datasets …
Soda: Generating sql for business users
L Blunschi, C Jossen, D Kossman, M Mori… - arxiv preprint arxiv …, 2012 - arxiv.org
The purpose of data warehouses is to enable business analysts to make better decisions.
Over the years the technology has matured and data warehouses have become extremely …
Over the years the technology has matured and data warehouses have become extremely …