Oscar Garnica

73 papers A 8B 5C 6Misc 1Journal 26Unranked 26
YearRankTypeTitle / Venue / Authors
2025 J jnl
An LSTM-Based Neural Network Wearable System for Blood Glucose Prediction in People With Diabetes.
IEEE J. Biomed. Health Informatics
Felix Tena, Oscar Garnica, Juan Lanchares, J. Ignacio Hidalgo
2025 J jnl
Balanced Underbagged Ensemble Approach for Classifying Highly Imbalanced Datasets in the Insurance and Financial Sectors.
Intell. Syst. Account. Finance Manag.
Alberto Gutiérrez-Gallego, Oscar Garnica, Daniel Parra, J. Manuel Velasco, J. Ignacio Hidalgo
2025 J jnl
Hardware real-time individualised blood glucose predictor generator based on grammars and cartesian genetic programming.
Genet. Program. Evolvable Mach.
Jorge Cano, José Ignacio Hidalgo, Oscar Garnica
2025 J jnl
Optimising Performance Curves for Ensemble Models through Pareto Front Analysis of the Decision Space.
Expert Syst. J. Knowl. Eng.
Alberto Gutiérrez-Gallego, Oscar Garnica, Daniel Parra, J. Manuel Velasco, J. Ignacio Hidalgo
2025 J jnl
Reverse-Engineering Optimization Techniques of High-Level Synthesis: Practical Insights Into Accelerating Applications With AMD-Xilinx Vitis.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Jorge Koronis, Oscar Garnica, J. Ignacio Hidalgo, Juan Lanchares
2025 A conf
Unveiling the dynamics of NOx pollution in internal combustion engines by Structured Grammatical Evolution.
GECCO
Marcos Llamazares López, Daniel Parra, José Manuel Velasco Cabo, Oscar Garnica, Rafael Jacinto Villanueva Micó, J. Ignacio Hidalgo
2024 J jnl
A parallel evolutionary algorithm to optimize dynamic memory managers in embedded systems.
CoRR
José L. Risco-Martín, David Atienza, J. Manuel Colmenar, Oscar Garnica
2024 — conf
Modelling the Risk of Overweight and Obesity Based on the GenObiA Dataset Using Genetic Programming.
EUROCAST (2)
José Ignacio Hidalgo, Elisabeth Mayrhuber, Stephan M. Winkler, Daniel Parra, J. Manuel Velasco, José J. Zamorano-León, Oscar Garnica
2024 J jnl
Real Time Evolvable Hardware for Optimal Reconfiguration of Cusp-Like Pulse Shapers.
CoRR
Juan Lanchares, Oscar Garnica, José L. Risco-Martín, José Ignacio Hidalgo, J. Manuel Colmenar, Alfredo Cuesta-Infante
2023 — conf
Genetic Programming Techniques for Glucose Prediction in People with Diabetes.
GPTP
José Ignacio Hidalgo, José Manuel Velasco, Daniel Parra, Oscar Garnica
2023 — conf
Hardware design of a model generator based on grammars and cartesian genetic programming for blood glucose prediction.
GECCO Companion
Jorge Cano, José Ignacio Hidalgo, Oscar Garnica, Juan Lanchares
2023 J jnl
Optimizing L1 cache for embedded systems through grammatical evolution.
CoRR
Josefa Díaz Álvarez, J. Manuel Colmenar, José L. Risco-Martín, Juan Lanchares, Oscar Garnica
2023 — conf
Tree-Based Grammatical Evolution with Non-Encoding Nodes.
GECCO Companion
Marina de la Cruz López, Oscar Garnica, José Ignacio Hidalgo
2022 — conf
Approaching epistemic and aleatoric uncertainty with evolutionary optimization: examples and challenges.
GECCO Companion
Josu Ceberio, Juan Carlos Cortés, Francisco Fernández de Vega, Oscar Garnica, José Ignacio Hidalgo, J. Manuel Velasco, Rafael-Jacinto Villanueva
2022 J jnl
Blood glucose prediction using multi-objective grammatical evolution: analysis of the "agnostic" and "what-if" scenarios.
Genet. Program. Evolvable Mach.
Sergio Contador, J. Manuel Colmenar, Oscar Garnica, J. Manuel Velasco, José Ignacio Hidalgo
2022 B conf
Combining the Properties of Random Forest with Grammatical Evolution to Construct Ensemble Models.
EvoApplications
Daniel Parra, Alberto Gutiérrez, José Manuel Velasco, Oscar Garnica, José Ignacio Hidalgo
2022 — conf
Obtaining Difference Equations for Glucose Prediction by Structured Grammatical Evolution and Sparse Identification.
EUROCAST
Daniel Parra, David Joedicke, Alberto Gutiérrez, J. Manuel Velasco, Oscar Garnica, J. Manuel Colmenar, José Ignacio Hidalgo
2021 J jnl
A Critical Review of the state-of-the-art on Deep Neural Networks for Blood Glucose Prediction in Patients with Diabetes.
CoRR
Felix Tena, Oscar Garnica, Juan Lanchares, José Ignacio Hidalgo
2021 J jnl
Ensemble Models of Cutting-Edge Deep Neural Networks for Blood Glucose Prediction in Patients with Diabetes.
Sensors
Felix Tena, Oscar Garnica, Juan Lanchares, José Ignacio Hidalgo
2021 B conf
Estimation of Grain-Level Residual Stresses in a Quenched Cylindrical Sample of Aluminum Alloy AA5083 Using Genetic Programming.
EvoApplications
Laura Millán, Gabriel Kronberger, José Ignacio Hidalgo, Ricardo Fernández, Oscar Garnica, Gaspar González-Doncel
2021 J jnl
Glucose forecasting using genetic programming and latent glucose variability features.
Appl. Soft Comput.
Sergio Contador, J. Manuel Velasco, Oscar Garnica, José Ignacio Hidalgo
2020 J jnl
Glucose forecasting combining Markov chain based enrichment of data, random grammatical evolution and Bagging.
Appl. Soft Comput.
José Ignacio Hidalgo, Marta Botella, J. Manuel Velasco, Oscar Garnica, Carlos Cervigón, Remedios Martínez, Aranzazu Aramendi, Esther Maqueda, Juan Lanchares
2020 J jnl
Noise spectral analysis and error estimation of continuous glucose monitors under real-life conditions of diabetes patients.
Biomed. Signal Process. Control.
Oscar Garnica, Juan Lanchares, J. Manuel Velasco, José Ignacio Hidalgo, Marta Botella
2020 J jnl
Optimal Runtime Algorithm to Improve Fault Tolerance of Bus-Based Reconfigurable Designs.
IEEE Trans. Very Large Scale Integr. Syst.
Oscar Garnica, Juan Lanchares, José Ignacio Hidalgo
2020 Misc conf
Profiled glucose forecasting using genetic programming and clustering.
SAC
Sergio Contador, J. Manuel Velasco, Oscar Garnica, José Ignacio Hidalgo
2020 B conf
Short and Medium Term Blood Glucose Prediction Using Multi-objective Grammatical Evolution.
EvoApplications
Sergio Contador, J. Manuel Colmenar, Oscar Garnica, José Ignacio Hidalgo
2019 — conf
Can clustering improve glucose forecasting with genetic programming models?
GECCO (Companion)
Sergio Contador, José Ignacio Hidalgo, Oscar Garnica, J. Manuel Velasco, Juan Lanchares
2019 — conf
Determination of microscopic residual stresses using diffraction methods, EBSD maps, and evolutionary algorithms.
GECCO (Companion)
José Ignacio Hidalgo, Ricardo Fernández, Oscar Garnica, J. Manuel Colmenar, Juan Lanchares, Gaspar González-Doncel
2019 — conf
Determination of microscopic residual stresses using evolutionary algorithms.
GECCO (Companion)
José Ignacio Hidalgo, Ricardo Fernández, J. Manuel Colmenar, Oscar Garnica, Juan Lanchares, Gaspar González-Doncel
2019 A conf
Structured grammatical evolution for glucose prediction in diabetic patients.
GECCO
Nuno Lourenço, J. Manuel Colmenar, José Ignacio Hidalgo, Oscar Garnica
2018 J jnl
Combining data augmentation, EDAs and grammatical evolution for blood glucose forecasting.
Memetic Comput.
José Manuel Velasco, Oscar Garnica, Juan Lanchares, Marta Botella, José Ignacio Hidalgo
2018 J jnl
Comparing three online evolvable hardware implementations of a classification system.
Genet. Program. Evolvable Mach.
Oscar Garnica, Kyrre Glette, Jim Tørresen
2018 — ch.
Identification of Models for Glucose Blood Values in Diabetics by Grammatical Evolution.
Handbook of Grammatical Evolution
José Ignacio Hidalgo, J. Manuel Colmenar, J. Manuel Velasco, Gabriel Kronberger, Stephan M. Winkler, Oscar Garnica, Juan Lanchares
2017 J jnl
Data Based Prediction of Blood Glucose Concentrations Using Evolutionary Methods.
J. Medical Syst.
José Ignacio Hidalgo, J. Manuel Colmenar, Gabriel Kronberger, Stephan M. Winkler, Oscar Garnica, Juan Lanchares
2017 B conf
Data augmentation and evolutionary algorithms to improve the prediction of blood glucose levels in scarcity of training data.
CEC
José Manuel Velasco, Oscar Garnica, Sergio Contador, Juan Lanchares, Esther Maqueda, Marta Botella, José Ignacio Hidalgo
2017 — conf
Enhancing Grammatical Evolution Through Data Augmentation: Application to Blood Glucose Forecasting.
EvoApplications (1)
José Manuel Velasco, Oscar Garnica, Sergio Contador, José Manuel Colmenar, Esther Maqueda, Marta Botella, Juan Lanchares, José Ignacio Hidalgo
2017 — conf
Forecasting glucose levels in patients with diabetes mellitus using semantic grammatical evolution and symbolic aggregate approximation.
GECCO (Companion)
José Manuel Velasco, Oscar Garnica, Sergio Contador, Marta Botella, Juan Lanchares, José Ignacio Hidalgo
2016 — conf
Compilable Phenotypes: Speeding-Up the Evaluation of Glucose Models in Grammatical Evolution.
EvoApplications (2)
J. Manuel Colmenar, José Ignacio Hidalgo, Juan Lanchares, Oscar Garnica, José L. Risco-Martín, Iván Contreras, Almudena Sánchez, J. Manuel Velasco
2016 J jnl
Optimizing L1 cache for embedded systems through grammatical evolution.
Soft Comput.
Josefa Díaz Álvarez, J. Manuel Colmenar, José L. Risco-Martín, Juan Lanchares, Oscar Garnica
2015 — conf
Data-Based Identification of Prediction Models for Glucose.
GECCO (Companion)
J. Manuel Velasco, Stephan M. Winkler, José Ignacio Hidalgo, Oscar Garnica, Juan Lanchares, J. Manuel Colmenar, Esther Maqueda, Marta Botella, José Antonio Rubio
2015 — conf
Optimizing Performance of L1 Cache Memory for Embedded Systems driven by Differential Evolution.
GECCO (Companion)
Josefa Díaz Álvarez, J. Manuel Colmenar, José L. Risco-Martín, Juan Lanchares, Oscar Garnica
2014 — conf
Clarke and parkes error grid analysis of diabetic glucose models obtained with evolutionary computation.
GECCO (Companion)
José Ignacio Hidalgo, J. Manuel Colmenar, José Luis Risco-Martín, Esther Maqueda, Marta Botella, José Antonio Rubio, Alfredo Cuesta-Infante, Oscar Garnica, Juan Lanchares
2014 A conf
Solving GA-hard problems with EMMRS and GPGPUs.
GECCO
José Ignacio Hidalgo, J. Manuel Colmenar, José Luis Risco-Martín, Carlos Sánchez-Lacruz, Juan Lanchares, Oscar Garnica, Josefa Díaz
2013 J jnl
A review of bioinspired computer-aided design tools for hardware design.
Concurr. Comput. Pract. Exp.
Juan Lanchares, Oscar Garnica, Francisco Fernández de Vega, José Ignacio Hidalgo
2011 J jnl
A phase adaptive cache hierarchy for SMT processors.
Microprocess. Microsystems
Sonia López, Oscar Garnica, David H. Albonesi, Steven G. Dropsho, Juan Lanchares, José Ignacio Hidalgo
2010 J jnl
A parallel evolutionary algorithm to optimize dynamic memory managers in embedded systems.
Parallel Comput.
José L. Risco-Martín, David Atienza, José Manuel Colmenar, Oscar Garnica
2010 C conf
Adaptive Cache Memories for SMT Processors.
DSD
Sonia López, Oscar Garnica, David H. Albonesi, Steven G. Dropsho, Juan Lanchares, José Ignacio Hidalgo
2010 A conf
Improving reliability of embedded systems through dynamic memory manager optimization using grammatical evolution.
GECCO
José Manuel Colmenar, José L. Risco-Martín, David Atienza, Oscar Garnica, José Ignacio Hidalgo, Juan Lanchares
2010 — conf
Parisian Approach - Reducing Computational Effort to Improve SMT Performance by setting Resizable Caches.
IJCCI (ICEC)
Josefa Díaz, Francisco Fernández de Vega, José Ignacio Hidalgo, Oscar Garnica
2010 — conf
Simulating a LAGS processor to consider variable latency on L1 D-Cache.
SummerSim
J. Manuel Colmenar, Oscar Garnica, Juan Lanchares, José Ignacio Hidalgo
2009 J jnl
Characterizing asynchronous variable latencies through probability distribution functions.
Microprocess. Microsystems
José Manuel Colmenar, Oscar Garnica, Juan Lanchares, José Ignacio Hidalgo
2009 — conf
Improving SMT performance: an application of genetic algorithms to configure resizable caches.
GECCO (Companion)
Josefa Díaz, José Ignacio Hidalgo, Francisco Fernández, Oscar Garnica, Sonia López
2009 A conf
Mixed heuristic and mathematical programming using reference points for dynamic data types optimization in multimedia embedded systems.
GECCO
José Luis Risco-Martín, José Ignacio Hidalgo, David Atienza, Juan Lanchares, Oscar Garnica
2008 C conf
Modelling Asynchronous Systems using Probability Distribution Functions.
PDP
José Manuel Colmenar, Noelia Morón, Oscar Garnica, Juan Lanchares, José Ignacio Hidalgo
2008 J jnl
Particle swarm optimisation of memory usage in embedded systems.
Int. J. High Perform. Syst. Archit.
José L. Risco-Martín, Oscar Garnica, Juan Lanchares, José Ignacio Hidalgo, David Atienza
2008 A conf
Solving discrete deceptive problems with EMMRS.
GECCO
José L. Risco-Martín, José Ignacio Hidalgo, Juan Lanchares, Oscar Garnica
2007 — conf
Dynamic Capacity-Speed Tradeoffs in SMT Processor Caches.
HiPEAC
Sonia López, Steve Dropsho, David H. Albonesi, Oscar Garnica, Juan Lanchares
2007 B conf
Rate-Driven Control of Resizable Caches for Highly Threaded SMT Processors.
PACT
Sonia López, Steven G. Dropsho, David H. Albonesi, Oscar Garnica, Juan Lanchares
2007 J jnl
Reducing power of functional units in high-performance processors by checking instruction codes and resizing adders.
IET Comput. Digit. Tech.
Guadalupe Miñana, José Ignacio Hidalgo, Juan Lanchares, José Manuel Colmenar, Oscar Garnica, Sonia López
2006 C conf
A Power-Aware Technique for Functional Units in High-Performance Processors.
DSD
Guadalupe Miñana, Oscar Garnica, José Ignacio Hidalgo, Juan Lanchares, José Manuel Colmenar
2006 — conf
A Technique to Reduce Static and Dynamic Power of Functional Units in High-Performance Processors.
PATMOS
Guadalupe Miñana, José Ignacio Hidalgo, Oscar Garnica, Juan Lanchares, José Manuel Colmenar, Sonia López
2006 C conf
Comparing the Performance of a 64-bit Fully-Asynchronous Superscalar Processor versus its Synchronous Counterpart.
DSD
José Manuel Colmenar, Oscar Garnica, Juan Lanchares, José Ignacio Hidalgo, Guadalupe Miñana, Sonia López
2006 — conf
Sim-async: An Architectural Simulator for Asynchronous Processor Modeling Using Distribution Functions.
Euro-Par
José Manuel Colmenar, Oscar Garnica, Juan Lanchares, José Ignacio Hidalgo, Guadalupe Miñana, Sonia López
2005 — conf
Power Reduction of Superscalar Processor Functional Units by Resizing Adder-Width.
PATMOS
Guadalupe Miñana, Oscar Garnica, José Ignacio Hidalgo, Juan Lanchares, José Manuel Colmenar
2004 C conf
Empirical Characterization of the Latency of Long Asynchronous Pipelines with Data-Dependent Module Delays.
PDP
José Manuel Colmenar, Oscar Garnica, Sonia López, José Ignacio Hidalgo, Juan Lanchares, Román Hermida
2004 — conf
Enhancing GALS Processor Performance Using Data Classification Based on Data Latency.
PATMOS
Sonia López, Oscar Garnica, José Manuel Colmenar
2003 C conf
Hybrid Parallelization of a Compact Genetic Algorithm.
PDP
José Ignacio Hidalgo, Manuel Prieto, Juan Lanchares, Ranieri Baraglia, Francisco Tirado, Oscar Garnica
2003 A conf
Multi-FPGA Systems Synthesis by Means of Evolutionary Computation.
GECCO
José Ignacio Hidalgo, Francisco Fernández, Juan Lanchares, Juan Manuel Sánchez-Pérez, Román Hermida, Marco Tomassini, Ranieri Baraglia, Raffaele Perego, Oscar Garnica
2003 — conf
Power-Consumption RRRRreduction in Asynchronous Circuits Using Delay Path Unequalization.
PATMOS
Sonia López, Oscar Garnica, José Ignacio Hidalgo, Juan Lanchares, Román Hermida
2002 — conf
A New Methodology to Design Low-Power Asynchronous Circuits.
PATMOS
Oscar Garnica, Juan Lanchares, Román Hermida
2002 J jnl
Optimization of Asynchronous Delay-Insensitive Pipeline Latency Using Stage Reorganization and Optimal Stage Parameter Estimation.
Fundam. Informaticae
Oscar Garnica, Juan Lanchares, Román Hermida
2001 A conf
A pseudo delay-insensitive timing model to synthesizing low-power asynchronous circuits.
DATE
Oscar Garnica, Juan Lanchares, Román Hermida
2001 — conf
Optimization of Asynchronous Delay-Insensitive Pipeline Latency Using Stage Reorganization and Optimal Stage Parameter Estimation.
ACSD
Oscar Garnica, Juan Lanchares, Román Hermida