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Contador Pachon, Sergio sergio.contador@uam.es

Tecnología electrónica y de las comunicaciones / Universidad Autónoma de Madrid

Publications

Blood glucose prediction using multi-objective grammatical evolution: analysis of the "agnostic" and "what-if" scenarios

  • Contador, Sergio
  • Manuel Colmenar, J
  • Garnica, Oscar
  • Manuel Velasco, J
  • Ignacio Hidalgo, J

Genetic Programming And Evolvable Machines (p. 161-192) - 1/6/2022

10.1007/s10710-021-09424-6 View at source

  • ISSN 13892576

Evaluating the Influence of Mood and Stress on Glycemic Variability in People with T1DM Using Glucose Monitoring Sensors and Pools

  • Velasco, Jose Manuel
  • Botella-Serrano, Marta
  • Sanchez-Sanchez, Almudena
  • Aramendi, Aranzazu
  • Martinez, Remedios
  • Maqueda, Esther
  • Garnica, Oscar
  • Contador, Sergio
  • Lanchares, Juan
  • Hidalgo, Jose Ignacio
... View more Collapse

Diabetology (p. 268-275) - 1/6/2022

10.3390/diabetology3020018 View at source

  • ISSN 26734540

Identification of blood glucose patterns in patients with type 1 diabetes using continuous glucose monitoring and clustering techniques

  • Contador Pachón S
  • Botella Serrano M
  • Garnica Alcázar O
  • Velasco Cabo JM
  • Aramendi Zurimendi A
  • Rodríguez Martínez R
  • Maqueda Villaizán E
  • Hidalgo Pérez JI
... View more Collapse

Endocrinologia Diabetes y Nutricion (p. 170-174) - 1/3/2021

32467006 View at source

  • ISSN 25300180

Glucose forecasting using genetic programming and latent glucose variability features

  • Contador, Sergio
  • Velasco, J Manuel
  • Garnica, Oscar
  • Hidalgo, J Ignacio

Applied Soft Computing - 1/10/2021

10.1016/j.asoc.2021.107609 View at source

  • ISSN 15684946

This researcher has no books.

Un análisis de soluciones basadas en Programación Genética para resolver problemas de regresión simbólica de datos de medidores continuos de glucosa

  • José Ignacio Hidalgo Pérez
  • José Manuel Velasco
  • Juan Lanchares Dávila
  • Sergio Contador
  • Antonio Óscar Garnica Alcazar

Xviii Conferencia De La Asociación Española Para La Inteligencia Artificial (Caepia 2018) 23-26 De Octubre De 2018 Granada, España (p. 698-705) - 1/1/2018

  • iMarina

Profiled Glucose Forecasting using Genetic Programming and Clustering

  • Contactor, Sergio
  • Manuel Velasco, J
  • Garnica, Oscar
  • Ignacio Hidalgo, J

Proceedings Of The 35th Annual Acm Symposium On Applied Computing (Sac'20) (p. 529-536) - 30/3/2020

10.1145/3341105.3374003 View at source

  • ISSN 9781605581668

Short and Medium Term Blood Glucose Prediction Using Multi-objective Grammatical Evolution

  • Contador, Sergio
  • Manuel Colmenar, J
  • Garnica, Oscar
  • Ignacio Hidalgo, J

Lecture Notes In Computer Science (p. 494-509) - 1/1/2020

10.1007/978-3-030-43722-0_32 View at source

  • ISSN 03029743

Analysis of the performance of genetic programming on the blood glucose level prediction challenge 2020

  • Joedicke D
  • Garnica O
  • Kronberger G
  • Manuel Colmenar J
  • Winkler S
  • Manuel Velasco J
  • Contador S
  • Ignacio Hidalgo J
... View more Collapse

Ceur Workshop Proceedings (p. 141-145) - 1/1/2020

  • ISSN 16130073
  • iMarina

Can Clustering Improve Glucose Forecasting with Genetic Programming Models?

  • Contador, Sergio
  • Hidalgo, J Ignacio
  • Garnica, Oscar
  • Velasco, J Manuel
  • Lanchares, Juan

Gecco 2019 Companion - Proceedings Of The 2019 Genetic And Evolutionary Computation Conference Companion (p. 1829-1836) - 13/7/2019

10.1145/3319619.3326809 View at source

Forecasting Glucose Levels in Patients with Diabetes Mellitus using Semantic Grammatical Evolution and Symbolic Aggregate Approximation

  • Manuel Velasco, Jose
  • Garnica, Oscar
  • Contador, Sergio
  • Botella, Marta
  • Lanchares, Juan
  • Ignacio Hidalgo, J

Proceedings Of The 2017 Genetic And Evolutionary Computation Conference Companion (Gecco'17 Companion) (p. 1387-1394) - 15/7/2017

10.1145/3067695.3082493 View at source

Data Augmentation and Evolutionary Algorithms to Improve the Prediction of Blood Glucose Levels In Scarcity of Training Data

  • Manuel Velasco, Jose
  • Garnica, Oscar
  • Contador, Sergio
  • Lanchares, Juan
  • Maqueda, Esther
  • Botella, Marta
  • Ignacio Hidalgo, J
... View more Collapse

2017 Ieee Congress On Evolutionary Computation, Cec 2017 - Proceedings (p. 2193-2200) - 5/7/2017

10.1109/cec.2017.7969570 View at source

Enhancing Grammatical Evolution Through Data Augmentation: Application to Blood Glucose Forecasting

  • Manuel Velasco, Jose
  • Garnica, Oscar
  • Contador, Sergio
  • Manuel Colmenar, Jose
  • Maqueda, Esther
  • Botella, Marta
  • Lanchares, Juan
  • Ignacio Hidalgo, J
... View more Collapse

Lecture Notes In Computer Science (p. 142-157) - 1/1/2017

10.1007/978-3-319-55849-3_10 View at source

  • ISSN 03029743

This researcher has no working papers.

This researcher has no technical reports.

This researcher has no research projects.

This researcher has no supervised thesis.

This researcher has no patents or software licenses.

Last data update: 11/25/25 4:02 AM