Open data and AI in research - Biriukov Nykyta, Haidamous Illia

This presentation explores the significance of open data and artificial intelligence in scientific research. It highlights the benefits of open data, such as transparency, accountability, collaboration, and advancements in education. Special attention is given to OpenML, a platform that provides access to thousands of open datasets, automates machine learning workflows, and fosters a global research community. Additionally, the presentation discusses key challenges, future perspectives, and the impact of AI-driven research across various domains, including medicine, ecology, finance, and sociology.

Institutions

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-03-14
DOI
https://doi.org/10.5281/zenodo.15023921
Primary Topic
Legal, Health, Environmental and COVID-19 Challenges
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Open data and AI in research - Biriukov Nykyta, Haidamous Illia

Zenodo (CERN European Organization for Nuclear Research)
Legal, Health, Environmental and COVID-19 Challenges
article

Open data and AI in research - Biriukov Nykyta, Haidamous Illia

article en

Abstract

This presentation explores the significance of open data and artificial intelligence in scientific research. It highlights the benefits of open data, such as transparency, accountability, collaboration, and advancements in education. Special attention is given to OpenML, a platform that provides access to thousands of open datasets, automates machine learning workflows, and fosters a global research community. Additionally, the presentation discusses key challenges, future perspectives, and the impact of AI-driven research across various domains, including medicine, ecology, finance, and sociology.

Zenodo (CERN European Organization for Nuclear Research)
Taras Shevchenko National University of Kyiv (UA)
Openalex Percentile: Top 41%
Legal, Health, Environmental and COVID-19 Challenges
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.