José Luis Ayala
Orcid: 0000-0001-7236-5330
According to our database1,
José Luis Ayala
authored at least 104 papers
between 2003 and 2024.
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Bibliography
2024
Predicting changes in brain metabolism and progression from mild cognitive impairment to dementia using multitask Deep Learning models and explainable AI.
NeuroImage, 2024
Enhancing Regression Models for Complex Systems Using Evolutionary Techniques for Feature Engineering.
CoRR, 2024
2023
Intelligence-Based Recommendation System for Critical Stroke Management in Intensive Care Units.
Proceedings of the 16th International Joint Conference on Biomedical Engineering Systems and Technologies, 2023
2022
Cluster-Then-Classify Methodology for the Identification of Pain Episodes in Chronic Diseases.
IEEE J. Biomed. Health Informatics, 2022
GA-MADRID: design and validation of a machine learning tool for the diagnosis of Alzheimer's disease and frontotemporal dementia using genetic algorithms.
Medical Biol. Eng. Comput., 2022
Efficient micro data centres deployment for mobile healthcare monitoring systems in IoT urban scenarios.
J. Simulation, 2022
Comput. Electr. Eng., 2022
Proceedings of the IEEE International Conference on Omni-layer Intelligent Systems, 2022
Reproducible and accurate subject-wise sleep posture detection by detecting and removing turns.
Proceedings of the IEEE International Conference on Omni-layer Intelligent Systems, 2022
2021
Medical Biol. Eng. Comput., 2021
Future Gener. Comput. Syst., 2021
2019
Toward Ultra-Low-Power Remote Health Monitoring: An Optimal and Adaptive Compressed Sensing Framework for Activity Recognition.
IEEE Trans. Mob. Comput., 2019
An application of machine learning with feature selection to improve diagnosis and classification of neurodegenerative disorders.
BMC Bioinform., 2019
SMURF: Systematic Methodology for Unveiling Relevant Factors in Retrospective Data on Chronic Disease Treatments.
IEEE Access, 2019
Comparison of Different Machine Learning Approaches to Model Stroke Subtype Classification and Risk Prediction.
Proceedings of the 2019 Spring Simulation Conference, 2019
A study on the parallelization of moeas to predict the patient's response to the onabotulinumtoxina treatment.
Proceedings of the 2019 Summer Simulation Conference, 2019
Proceedings of the 2019 IEEE International Smart Cities Conference, 2019
2018
Heuristics and metaheuristics for dynamic management of computing and cooling energy in cloud data centers.
Softw. Pract. Exp., 2018
Power transmission and workload balancing policies in eHealth mobile cloud computing scenarios.
Future Gener. Comput. Syst., 2018
Proceedings of the Symposium on Modeling and Simulation of Complexity in Intelligent, 2018
Proceedings of the 50th Computer Simulation Conference, 2018
Proceedings of the 29th IEEE International Conference on Application-specific Systems, 2018
2017
Green Adaptation of Real-Time Web Services for Industrial CPS Within a Cloud Environment.
IEEE Trans. Ind. Informatics, 2017
Support System to Improve Reading Activity in Parkinson's Disease and Essential Tremor Patients.
Sensors, 2017
J. Parallel Distributed Comput., 2017
Dynamic Voltage and Frequency Scaling-aware dynamic consolidation of virtual machines for energy efficient cloud data centers.
Concurr. Comput. Pract. Exp., 2017
Proceedings of the Summer Simulation Multi-Conference, 2017
Proceedings of the Summer Simulation Multi-Conference, 2017
Thermal Management in 3D Homogeneous NoC Systems Using Optimized Placement of Liquid Microchannels.
Proceedings of the 11th IEEE International Symposium on Embedded Multicore/Many-core Systems-on-Chip, 2017
An optimal approach for low-power migraine prediction models in the state-of-the-art wireless monitoring devices.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2017
2016
J. Parallel Distributed Comput., 2016
Modeling methodology for the accurate and prompt prediction of symptomatic events in chronic diseases.
J. Biomed. Informatics, 2016
Appl. Soft Comput., 2016
Proceedings of the Summer Computer Simulation Conference, 2016
Proceedings of the Summer Computer Simulation Conference, 2016
Proceedings of the 2016 on Genetic and Evolutionary Computation Conference, Denver, CO, USA, July 20, 2016
Unsupervised power modeling of co-allocated workloads for energy efficiency in data centers.
Proceedings of the 2016 Design, Automation & Test in Europe Conference & Exhibition, 2016
2015
IEEE Trans. Parallel Distributed Syst., 2015
Proactive and Reactive Transmission Power Control for Energy-Efficient On-Body Communications.
Sensors, 2015
Robust and Accurate Modeling Approaches for Migraine Per-Patient Prediction from Ambulatory Data.
Sensors, 2015
Neurocomputing, 2015
Enhancing Regression Models for Complex Systems Using Evolutionary Techniques for Feature Engineering.
J. Grid Comput., 2015
Thermal-aware floorplanner for 3D IC, including TSVs, liquid microchannels and thermal domains optimization.
Appl. Soft Comput., 2015
Proceedings of the Sixth International Green and Sustainable Computing Conference, 2015
Proceedings of the 2015 International Conference on Hardware/Software Codesign and System Synthesis, 2015
Proceedings of the 2015 International Conference on Parallel Architectures and Compilation, 2015
2014
Future Gener. Comput. Syst., 2014
Proceedings of the 12th IEEE International Conference on Embedded and Ubiquitous Computing, 2014
2013
Design Space Exploration of Distributed Loop Buffer Architectures with Incompatible Loop-Nest Organisations in Embedded Systems.
J. Signal Process. Syst., 2013
Survey of Low-Energy Techniques for Instruction Memory Organisations in Embedded Systems.
J. Signal Process. Syst., 2013
Accurate Human Tissue Characterization for Energy-Efficient Wireless On-Body Communications.
Sensors, 2013
Boosting the 3D thermal-aware floorplanning problem through a master-worker parallel MOEA.
Concurr. Comput. Pract. Exp., 2013
Energy impact in the design space exploration of loop buffer schemes in embedded systems.
Proceedings of the 21st IEEE/IFIP International Conference on VLSI and System-on-Chip, 2013
Leakage and temperature aware server control for improving energy efficiency in data centers.
Proceedings of the Design, Automation and Test in Europe, 2013
2012
Ubiquitous Green Computing Techniques for High Demand Applications in Smart Environments.
Sensors, 2012
Sensors, 2012
Microprocess. Microsystems, 2012
IET Circuits Devices Syst., 2012
GreenDisc: A HW/SW Energy Optimization Framework in Globally Distributed Computation.
Proceedings of the Ubiquitous Computing and Ambient Intelligence, 2012
Proceedings of the Ubiquitous Computing and Ambient Intelligence, 2012
Proceedings of the 13th Latin American Test Workshop, 2012
IMOSIM: Exploration tool for Instruction Memory Organisations based on accurate cycle-level energy modelling.
Proceedings of the 19th IEEE International Conference on Electronics, Circuits and Systems, 2012
Proceedings of the 12th IEEE/ACM International Symposium on Cluster, 2012
2011
Run-time self-tuning banked loop buffer architecture for power optimization of dynamic workload applications.
Proceedings of the IEEE/IFIP 19th International Conference on VLSI and System-on-Chip, 2011
Power Profiling-Guided Floorplanner for Thermal Optimization in 3D Multiprocessor Architectures.
Proceedings of the Integrated Circuit and System Design. Power and Timing Modeling, Optimization, and Simulation, 2011
Proceedings of the 12th Latin American Test Workshop, 2011
A combination of evolutionary algorithm and mathematical programming for the 3d thermal-aware floorplanning problem.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011
2010
IEEE Embed. Syst. Lett., 2010
Combined Dynamic-Static Approach for Thermal-Awareness in Heterogeneous Data Centers.
Proceedings of the International Workshop on Innovative Architecture for Future Generation High Performance Processors and Systems, 2010
Proceedings of the International Workshop on Innovative Architecture for Future Generation High Performance Processors and Systems, 2010
Proceedings of the IEEE Computer Society Annual Symposium on VLSI, 2010
Proceedings of the 20th ACM Great Lakes Symposium on VLSI 2009, 2010
Proceedings of the 20th ACM Great Lakes Symposium on VLSI 2009, 2010
2009
Proceedings of the VLSI-SoC: Technologies for Systems Integration, 2009
Proceedings of the Nano-Net - 4th International ICST Conference, 2009
Proceedings of the Design, Automation and Test in Europe, 2009
Proceedings of the 46th Design Automation Conference, 2009
Proceedings of the Embedded Systems Design and Verification, 2009
2008
Joint hardware-software leakage minimization approach for the register file of VLIW embedded architectures.
Integr., 2008
A hardware mechanism to reduce the energy consumption of the register file of in-order architectures.
Int. J. Embed. Syst., 2008
Proceedings of the 13th Asia South Pacific Design Automation Conference, 2008
2007
Int. J. Embed. Syst., 2007
Reduction of Register File Delay Due to Process Variability in VLIW Embedded Processors.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2007), 2007
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2007), 2007
Proceedings of the Power-aware Computing Systems, 21.01. - 26.01.2007, 2007
2006
Proceedings of the International Symposium on Industrial Embedded Systems, 2006
Proceedings of the Integrated Circuit and System Design. Power and Timing Modeling, 2006
Proceedings of the 13th IEEE International Conference on Electronics, 2006
Analysis of the Thermal Impact of Source-Code Transformations in Embedded-Processors.
Proceedings of the 13th IEEE International Conference on Electronics, 2006
2005
Proceedings of the Embedded Systems Handbook., 2005
PhD thesis, 2005
J. Embed. Comput., 2005
Proceedings of the Power-aware Computing Systems, 3.-8. April 2005, 2005
2003
Int. J. Parallel Program., 2003
Proceedings of the Integrated Circuit and System Design, 2003
Proceedings of the 14th IEEE International Conference on Application-Specific Systems, 2003