Lidia Contreras-Ochando

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Cèsar FerriVRAIN. Universitat Politècnica de ValènciaVerified email at dsic.upv.es
José Hernández-OralloVRAIN, Valencian Research Institute for Artificial Intelligence, Universitat Politecnica de ValenciaVerified email at upv.es
Fernando Martínez-PlumedVRAIN, Valencian Research Institute for Artificial Intelligence, Universitat Politecnica de ValenciaVerified email at dsic.upv.es
María José RamírezUniversitat Politècnica de ValènciaVerified email at dsic.upv.es
Meelis KullAssociate Professor, University of TartuVerified email at ut.ee
Peter FlachProfessor of Artificial Intelligence, Department of Computer Science, University of BristolVerified email at bristol.ac.uk
Nicolas LachicheProfessor in Computer Science, University of StrasbourgVerified email at unistra.fr
Cristina I. Font-JulianAssistant Professor. Universitat Politècnica de València (Spain)Verified email at upv.es
Diego Vallejo-Huanga (ORCID: 0000-...Professor in the Department of Computer Science, Universidad Politécnica SalesianaVerified email at ups.edu.ec
Paulina Adriana Morillo Alcivar (ORCI...Professor of Numeric Methods, Universidad Politécnica Salesiana Ecuador - Computer ScienceVerified email at ups.edu.ec
Luc De Raedtprofessor, KU Leuven & guestprofessor, Örebro UniversityVerified email at cs.kuleuven.be
Gust VerbruggenPhD student in Artificial Intelligence, KU LeuvenVerified email at cs.kuleuven.be
Javier Buceta, Ph.D.Institute for Integrative Systems Biology (I2SysBio), UV-CSIC, Valencia, SpainVerified email at csic.es
Lluís-F. HurtadoUniversitat Politècnica de ValènciaVerified email at dsic.upv.es
Ferran PlaUniversitat Politecnica de ValenciaVerified email at dsic.upv.es
Ana León PalacioPhDVerified email at pros.upv.es
Encarna SegarraUniversitat Politècnica de ValènciaVerified email at dsic.upv.es
Ron GellerCSICVerified email at csic.es

Lidia Contreras-Ochando

VRAIN-UPV

Verified email at upv.es - Homepage

Natural Language Processing Genomics Data Science Artificial Intelligence


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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	720	2022
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	427	2019
Wind-sensitive Interpolation of Urban Air Pollution Forecasts L Contreras-Ochando, C Ferri Procedia Computer Science (ICCS 2016) 80, 313-323, 2016	45*	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	23*	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	20	2017
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	12	2019
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	11
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	6	2016
Domain specific induction for data wrangling automation L Contreras-Ochando, C Ferri, J Hernández-Orallo, F Martınez-Plumed, ... AutoML @ ICML 2017, 2017	5	2017
General-Purpose Inductive Programming for Data Wrangling Automation L Contreras-Ochando, F Martínez-Plumed, C Ferri, J Hernández-Orallo, ... AI4DataSci @ NIPS, 2016	5	2016
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	4	2019
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	2	2019
Context aware standard process for data mining, arXiv F Martínez-Plumed, L Contreras-Ochando, C Ferri, P Flach, ... arXiv preprint arXiv:1709.09003, 2017	2	2017
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	2	2016
Cycling network projects: A decision-making aid approach F Martínez Plumed, C Ferri Ramírez, L Contreras Ochando CEUR Workshop Proceedings, 2016	2	2016
AUTOMAT`[R]`IX: learning simple matrix pipelines L Contreras-Ochando, C Ferri, J Hernández-Orallo Machine Learning 110 (4), 779-799, 2021	1	2021
Logging Data Scientists: Collecting Evidence for Data Science Automation L Contreras-Ochando, F Martínez-Plumed, C Ferri, J Hernández-Orallo, ... AI4DataSci @ NIPS, 2016	1	2016
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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