Joaquin Vanschoren - Publications, H-index & Citations

Joaquin Vanschoren

Eindhoven University of Technology

36H指数

215论文数

6.7K被引数

收录论文 19

发表时间

OpenML: Insights from 10 years and more than a thousand papers OpenML：十年来的洞见与一千多篇论文的成果

Patterns

IF7.4

2025-07-03

OAAI

Bernd Bischl; Giuseppe Casalicchio; Taniya Das; Matthias Feurer; Sebastian Fischer; Pieter Gijsbers; Subhaditya Mukherjee; Andreas C. Müller; László Németh; Luis Oala; Lennart Purucker; Sahithya Ravi; Jan N. van Rijn; Prabhant Singh; Joaquin Vanschoren; Jos van der Velde; Marcel Wever

In-depth sensitivity analysis of heating demand and overheating in Dutch terraced houses using interpretable machine learning 使用可解释机器学习对荷兰联排住宅的供暖需求与过热情况进行深入敏感性分析

ENERGY AND BUILDINGS

IF7.1

2025-06-01

OAAI

Cvetkov-Iliev, Alexis; Soulios, Vasilis; Xu, Luyi; Abbas, Gunsu Merin; Kyrou, Evangelos; Havinga, Lisanne; Hoes, Pieter Jan; Loonen, Roel; Vanschoren, Joaquin

Towards efficient AutoML: a pipeline synthesis approach leveraging pre-trained transformers for multimodal data

MACHINE LEARNING

IF2.9

2024-07-19

OAAI

Moharil, Ambarish; Vanschoren, Joaquin; Singh, Prabhant; Tamburri, Damian

Signal Quality Analysis for Long-Term ECG Monitoring Using a Health Patch in Cardiac Patients

SENSORS

IF3.5

2023-02-14

OAAI

Jurado, Israel Campero; Lorato, Ilde; Morales, John; Fruytier, Lonneke; Stuart, Shavini; Panditha, Pradeep; Janssen, Daan M. M.; Rossetti, Nicolo; Uzunbajakava, Natallia; Serban, Irina Bianca; Rikken, Lars; de Kok, Margreet; Vanschoren, Joaquin; Brombacher, Aarnout

Online AutoML: an adaptive AutoML framework for online learning

MACHINE LEARNING

IF2.9

2022-12-06

OAAI

Celik, Bilge; Singh, Prabhant; Vanschoren, Joaquin

Automated Machine Learning Approach in Material Discovery of Hole Selective Layers for Perovskite Solar Cells

ENERGY TECHNOLOGY

IF3.6

2022-10-27

OAAI

Yildirim, Murat Onur; Yildirim, Elif Ceren Gok; Eren, Esin; Huang, Peng; Haris, Muhammed P. U.; Kazim, Samrana; Vanschoren, Joaquin; Oksuz, Aysegul Uygun; Ahmad, Shahzada

Theory-based habit modeling for enhancing behavior prediction in behavior change support systems

USER MODELING AND USER-ADAPTED INTERACTION

IF3.5

2022-05-31

OAAI

Zhang, Chao; Vanschoren, Joaquin; van Wissen, Arlette; Lakens, Daniel; de Ruyter, Boris; IJsselsteijn, Wijnand A.

AgroML: An Open-Source Repository to Forecast Reference Evapotranspiration in Different Geo-Climatic Conditions Using Machine Learning and Transformer-Based Models

AGRONOMY-BASEL

IF3.4

2022-03-08

OAAI

Antonio Bellido-Jimenez, Juan; Estevez, Javier; Vanschoren, Joaquin; Penelope Garcia-Marin, Amanda

Meta-features for meta-learning 元学习的元特征

KNOWLEDGE-BASED SYSTEMS

IF7.6

2022-03-01

OAAI

Rivolli, Adriano; Garcia, Luis P. F.; Soares, Carlos; Vanschoren, Joaquin; de Carvalho, Andre C. P. L. F.

Transformational machine learning: Learning how to learn from many related scientific problems

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

IF9.1

2021-11-29

OAAI

Olier, Ivan; Orhobor, Oghenejokpeme, I; Dash, Tirtharaj; Davis, Andy M.; Soldatova, Larisa N.; Vanschoren, Joaquin; King, Ross D.

A comparison of optimisation algorithms for high-dimensional particle and astrophysics applications

JOURNAL OF HIGH ENERGY PHYSICS

IF5.5

2021-05-13

OAAI

Balazs, Csaba; van Beekveld, Melissa; Caron, Sascha; Dillon, Barry M.; Farmer, Ben; Fowlie, Andrew; Garrido-Merchan, Eduardo C.; Handley, Will; Hendriks, Luc; Johannesson, Gudlaugur; Leinweber, Adam; Mamuzic, Judita; Martinez, Gregory D.; Otten, Sydney; de Austri, Roberto Ruiz; Scott, Pat; Searle, Zachary; Stienen, Bob; Vanschoren, Joaquin; White, Martin

Guest editors' introduction to the special issue on Discovery Science

MACHINE LEARNING

IF2.9

2020-10-20

OAAI

Soldatova, Larisa; Vanschoren, Joaquin

Multi-task learning with a natural metric for quantitative structure activity relationship learning

JOURNAL OF CHEMINFORMATICS

IF5.7

2019-11-12

OAAI

Sadawi, Noureddin; Olier, Ivan; Vanschoren, Joaquin; van Rijn, Jan N.; Besnard, Jeremy; Bickerton, Richard; Grosan, Crina; Soldatova, Larisa; King, Ross D.

Meta-QSAR: a large-scale application of meta-learning to drug design and discovery 元QSAR: 元学习在药物设计和发现中的大规模应用

MACHINE LEARNING

IF2.9

2017-12-22

OAAI

Olier, Ivan; Sadawi, Noureddin; Bickerton, G. Richard; Vanschoren, Joaquin; Grosan, Crina; Soldatova, Larisa; King, Ross D.

The online performance estimation framework: heterogeneous ensemble learning for data streams

MACHINE LEARNING

IF2.9

2017-12-21

OAAI

van Rijn, Jan N.; Holmes, Geoffrey; Pfahringer, Bernhard; Vanschoren, Joaquin

Speeding up algorithm selection using average ranking and active testing by introducing runtime

MACHINE LEARNING

IF2.9

2017-11-14

OAAI

Abdulrahman, Salisu Mamman; Brazdil, Pavel; van Rijn, Jan N.; Vanschoren, Joaquin

ASlib: A benchmark library for algorithm selection

artificial intelligence review

IF4.6

2016-08-01

143

OAAI

Bischl, Bernd; Kerschke, Pascal; Kotthoff, Lars; Lindauer, Marius; Malitsky, Yuri; Frechette, Alexandre; Hoos, Holger; Hutter, Frank; Leyton-Brown, Kevin; Tierney, Kevin; Vanschoren, Joaquin

A Survey of Intelligent Assistants for Data Analysis

ACM COMPUTING SURVEYS

IF28

2013-07-03

OAAI

Serban, Floarea; Vanschoren, Joaquin; Kietz, Joerg-Uwe; Bernstein, Abraham

Experiment databases A new way to share, organize and learn from experiments 实验数据库一种分享、组织和从实验中学习的新方法

MACHINE LEARNING

IF2.9

2012-01-05

OAAI

Vanschoren, Joaquin; Blockeel, Hendrik; Pfahringer, Bernhard; Holmes, Geoffrey

研究方向