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Joaquin Vanschoren
202  results:
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1

Better trees: an empirical study on hyperparameter tuning o..:

Gomes Mantovani, Rafael ; Horváth, Tomáš ; Rossi, André L. D....
Data Mining and Knowledge Discovery.  38 (2024)  3 - p. 1364-1416 , 2024
Link: https://doi.org/10.1007/..
 
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2

Towards efficient AutoML: a pipeline synthesis approach lev..:

Moharil, Ambarish ; Vanschoren, Joaquin ; Singh, Prabhant.
Machine Learning.  , 2024
Link: https://doi.org/10.1007/..
 
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3

Croissant: A Metadata Format for ML-Ready Datasets:

, In: Proceedings of the Eighth Workshop on Data Management for End-to-End Machine Learning,
Akhtar, Mubashara ; Benjelloun, Omar ; Conforti, Costanza... - p. 1-6 , 2024
Link: https://dl.acm.org/doi/1..
 
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4

Advances and Challenges in Meta-Learning: A Technical Revie:

Vettoruzzo, Anna ; Bouguelia, Mohamed-Rafik ; Vanschoren, Joaquin..
IEEE Transactions on Pattern Analysis and Machine Intelligence.  46 (2024)  7 - p. 4763-4779 , 2024
Link: https://doi.org/10.1109/..
 
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5

Are Labels Needed for Incremental Instance Learning?:

, In: 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW),
Kilickaya, Mert ; Vanschoren, Joaquin - p. 2401-2409 , 2023
Link: https://doi.org/10.1109/..
 
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6

An Analysis of Evolutionary Migration Models for Multi-Obje..:

, In: 2023 IEEE International Conference on Systems, Man, and Cybernetics (SMC),
Jurado, Israel Campero ; Vanschoren, Joaquin - p. 2940-2945 , 2023
Link: https://doi.org/10.1109/..
 
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7

Efficient-DASH: Automated Radar Neural Network Design Acros..:

, In: 2023 IEEE Intelligent Vehicles Symposium (IV),
Boot, Thomas ; Cazin, Nicolas ; Sanberg, Willem. - p. 1-7 , 2023
Link: https://doi.org/10.1109/..
 
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8

Signal Quality Analysis for Long-Term ECG Monitoring Using ..:

Campero Jurado, Israel ; Lorato, Ilde ; Morales, John...
Sensors.  23 (2023)  4 - p. 2130 , 2023
Link: https://doi.org/10.3390/..
 
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9

Metalearning: Applications to Automated Machine Learning an.. 

Cognitive Technologies
Brazdil, Pavel ; van Rijn, Jan N ; Soares, Carlos. - 2nd ed. 2022 . , 2022
Link: https://doi.org/10.1007/..
 
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10

Automating the Design of Complex Systems:

, In: Metalearning; Cognitive Technologies,
Brazdil, Pavel ; van Rijn, Jan N. ; Soares, Carlos. - p. 283-294 , 2022
Link: https://doi.org/10.1007/..
 
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11

Automated Machine Learning Approach in Material Discovery o..:

Yildirim, Murat Onur ; Gok Yildirim, Elif Ceren ; Eren, Esin...
Energy Technology.  11 (2022)  1 - p. , 2022
Link: https://doi.org/10.1002/..
 
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12

Algorithm Recommendation for Data Streams:

, In: Metalearning; Cognitive Technologies,
Brazdil, Pavel ; van Rijn, Jan N. ; Soares, Carlos. - p. 201-218 , 2022
Link: https://doi.org/10.1007/..
 
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13

Metalearning Approaches for Algorithm Selection II:

, In: Metalearning; Cognitive Technologies,
Brazdil, Pavel ; van Rijn, Jan N. ; Soares, Carlos. - p. 77-102 , 2022
Link: https://doi.org/10.1007/..
 
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14

Metalearning in Ensemble Methods:

, In: Metalearning; Cognitive Technologies,
Brazdil, Pavel ; van Rijn, Jan N. ; Soares, Carlos. - p. 189-200 , 2022
Link: https://doi.org/10.1007/..
 
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15

Evaluating Recommendations of Metalearning/AutoML Systems:

, In: Metalearning; Cognitive Technologies,
Brazdil, Pavel ; van Rijn, Jan N. ; Soares, Carlos. - p. 39-52 , 2022
Link: https://doi.org/10.1007/..
 
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