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Lidia Contreras-Ochando
Lidia Contreras-Ochando
VRAIN-UPV
Dirección de correo verificada de upv.es - Página principal
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Beyond the imitation game: Quantifying and extrapolating the capabilities of language models
A Srivastava, A Rastogi, A Rao, AAM Shoeb, A Abid, A Fisch, AR Brown, ...
arXiv preprint arXiv:2206.04615, 2022
8752022
CRISP-DM Twenty Years Later: From Data Mining Processes to Data Science Trajectories
F Martínez-Plumed, L Contreras-Ochando, C Ferri, J Hernández-Orallo, ...
IEEE Transactions on Knowledge and Data Engineering, 2019
4772019
Wind-sensitive Interpolation of Urban Air Pollution Forecasts
L Contreras-Ochando, C Ferri
Procedia Computer Science (ICCS 2016) 80, 313-323, 2016
47*2016
Airvlc: An application for real-time forecasting urban air pollution
L Contreras Ochando, CI Font Julián, F Contreras Ochando, ...
MUD2 @ ICML 2015 1392, 72-79, 2015
24*2015
CASP-DM: context aware standard process for data mining
F Martínez-Plumed, L Contreras-Ochando, C Ferri, P Flach, ...
arXiv preprint arXiv:1709.09003, 2017
212017
CRISP-DM twenty years later: From data mining processes to data science trajectories
F Martínez-Plumed, L Contreras-Ochando, C Ferri, JH Orallo, M Kull, ...
IEEE Transactions on Knowledge and Data Engineering, 0
12
Automated Data Transformation with Inductive Programming and Dynamic Background Knowledge⋆
L Contreras-Ochando, C Ferri, J Hernández-Orallo, F Martınez-Plumed, ...
ECML-PKDD 2019, 2019
112019
General-purpose declarative inductive programming with domain-specific background knowledge for data wrangling automation
L Contreras-Ochando, C Ferri, J Hernández-Orallo, F Martínez-Plumed, ...
arXiv preprint arXiv:1809.10054, 2018
7*2018
airVLC: An application for visualizing wind-sensitive interpolation of urban air pollution forecasts
L Contreras-Ochando, C Ferri
ICDM 2016, 2016
62016
Domain specific induction for data wrangling automation
L Contreras-Ochando, C Ferri, J Hernández-Orallo, F Martınez-Plumed, ...
AutoML @ ICML 2017, 2017
52017
General-Purpose Inductive Programming for Data Wrangling Automation
L Contreras-Ochando, F Martínez-Plumed, C Ferri, J Hernández-Orallo, ...
AI4DataSci @ NIPS, 2016
52016
Automating common data science matrix transformations
L Contreras-Ochando, C Ferri, J Hernández-Orallo
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2019
42019
Predicción e interpolación dinámica de los niveles de contaminación atmosférica mediante datos de intensidad de tráfico y dirección del viento
L Contreras-Ochando
ETSINF - Universitat Politècnica de València, 2016
42016
BK-ADAPT: Dynamic background knowledge for automating data transformation
L Contreras-Ochando, C Ferri, J Hernández-Orallo, F Martínez-Plumed, ...
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2019
22019
Context aware standard process for data mining, arXiv
F Martínez-Plumed, L Contreras-Ochando, C Ferri, P Flach, ...
arXiv preprint arXiv:1709.09003, 2017
22017
Cycling network projects: A decision-making aid approach
F Martínez Plumed, C Ferri Ramírez, L Contreras Ochando
CEUR Workshop Proceedings, 2016
22016
AUTOMAT[R]IX: learning simple matrix pipelines
L Contreras-Ochando, C Ferri, J Hernández-Orallo
Machine Learning 110 (4), 779-799, 2021
12021
Logging Data Scientists: Collecting Evidence for Data Science Automation
L Contreras-Ochando, F Martínez-Plumed, C Ferri, J Hernández-Orallo, ...
AI4DataSci @ NIPS, 2016
12016
Enhancing Precision Medicine: An Automatic Pipeline Approach for Exploring Genetic Variant-Disease Literature
L Contreras-Ochando, P Marco Garcia, A León, LF Hurtado, F Pla, ...
International Conference on Conceptual Modeling, 35-43, 2023
2023
Towards Data Wrangling Automation through Dynamically-Selected Background Knowledge
L Contreras Ochando
Universitat Politècnica de València, 2021
2021
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Artículos 1–20