José L. Ayala

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 38

Top Topics

Machine Learning

Grammatical Evolution

Chronic Disease

Top Venues

Future Gener. Comput. Syst.

Publications

Josué Pagán, José L. Risco-Martín, José Manuel Moya, José L. Ayala
Modeling methodology for the accurate and prompt prediction of symptomatic events in chronic diseases. CoRR (2024)
Fernando García-Gutierrez, Laura Hernandez-Lorenzo, María Nieves Cabrera-Martín, Jordi A. Matias-Guiu, José L. Ayala
Predicting changes in brain metabolism and progression from mild cognitive impairment to dementia using multitask Deep Learning models and explainable AI. NeuroImage 297 (2024)
David Cuesta, José L. Risco-Martín, José L. Ayala, José Ignacio Hidalgo
Thermal-Aware Floorplanner for 3D IC, including TSVs, Liquid Microchannels and Thermal Domains Optimization. CoRR (2024)
Patricia Arroba, José L. Risco-Martín, Marina Zapater, José M. Moya, José L. Ayala
Enhancing Regression Models for Complex Systems Using Evolutionary Techniques for Feature Engineering. CoRR (2024)
M. Teresa Higuera-Toledano, José L. Risco-Martín, Patricia Arroba, José L. Ayala
Green Adaptation of Real-Time Web Services for Industrial CPS within a Cloud Environment. CoRR (2024)
Luis García-Terriza, José L. Risco-Martín, Gemma Reig Roselló, José L. Ayala
Predictive and diagnosis models of stroke from hemodynamic signal monitoring. CoRR (2023)
Kevin Henares, José L. Risco-Martín, José L. Ayala, Román Hermida
Efficient micro data centres deployment for mobile healthcare monitoring systems in IoT urban scenarios. CoRR (2023)
Luis García-Terriza, José L. Risco-Martín, José L. Ayala, Gemma Reig Roselló
Intelligence-Based Recommendation System for Critical Stroke Management in Intensive Care Units. BIOINFORMATICS (2023)
Patricia Arroba, José L. Risco-Martín, José Manuel Moya, José L. Ayala
Heuristics and Metaheuristics for Dynamic Management of Computing and Cooling Energy in Cloud Data Centers. CoRR (2023)
Ignacio Arnaldo, Alfredo Cuesta-Infante, J. Manuel Colmenar, José L. Risco-Martín, José L. Ayala
Boosting the 3D thermal-aware floorplanning problem through a master-worker parallel MOEA. CoRR (2023)
Juan Carlos Salinas-Hilburg, Marina Zapater, José Manuel Moya, José L. Ayala
Energy-aware task scheduling in data centers using an application signature. Comput. Electr. Eng. 97 (2022)
Javier Gálvez-Goicurla, Josué Pagán, Ana Beatriz Gago Veiga, José Manuel Moya, José L. Ayala
Cluster-Then-Classify Methodology for the Identification of Pain Episodes in Chronic Diseases. IEEE J. Biomed. Health Informatics 26 (5) (2022)
Kevin Henares, José L. Risco-Martín, José L. Ayala, Román Hermida
Efficient micro data centres deployment for mobile healthcare monitoring systems in IoT urban scenarios. J. Simulation 16 (6) (2022)
Marina Zapater, José L. Risco-Martín, Patricia Arroba, José L. Ayala, José Manuel Moya, Román Hermida
Runtime data center temperature prediction using Grammatical Evolution techniques. CoRR (2022)
Fernando García-Gutierrez, Josefa Díaz Álvarez, Jordi A. Matias-Guiu, Vanesa Pytel, Jorge Matías-Guiu, María Nieves Cabrera-Martín, José L. Ayala
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. 60 (9) (2022)
Juan Carlos Salinas-Hilburg, Marina Zapater, José Manuel Moya, José L. Ayala
Fast energy estimation framework for long-running applications. Future Gener. Comput. Syst. 115 (2021)
Luis García-Terriza, José L. Risco-Martín, Gemma Reig Roselló, José L. Ayala
Predictive and diagnosis models of stroke from hemodynamic signal monitoring. Medical Biol. Eng. Comput. 59 (6) (2021)
Josefa Díaz Álvarez, Jordi A. Matias-Guiu, María Nieves Cabrera-Martín, José L. Risco-Martín, José L. Ayala
An application of machine learning with feature selection to improve diagnosis and classification of neurodegenerative disorders. BMC Bioinform. 20 (1) (2019)
Luis Garcia-Temza, José Luis Risco-Martín, José L. Ayala, Gemma Reig Roselló, Juan M. Camarasaltas
Comparison of Different Machine Learning Approaches to Model Stroke Subtype Classification and Risk Prediction. SpringSim (2019)
Sergio Pérez, Jaime Pérez, Patricia Arroba, Roberto Blanco, José L. Ayala, José Manuel Moya
Predictive GPU-based ADAS Management in Energy-Conscious Smart Cities. ISC2 (2019)
Josué Pagán, Ramin Fallahzadeh, Mahdi Pedram, José L. Risco-Martín, José Manuel Moya, José L. Ayala, Hassan Ghasemzadeh
Toward Ultra-Low-Power Remote Health Monitoring: An Optimal and Adaptive Compressed Sensing Framework for Activity Recognition. IEEE Trans. Mob. Comput. 18 (3) (2019)
Franklin Parrales Bravo, Alberto A. Del Barrio García, Ana Beatriz Gago Veiga, María Mercedes Gallego de la Sacristana, Marina Ruiz Piñero, Angel Guerrero Peral, Saso Dzeroski, José L. Ayala
SMURF: Systematic Methodology for Unveiling Relevant Factors in Retrospective Data on Chronic Disease Treatments. IEEE Access 7 (2019)
Laura Pérez-Vilarelle, José Luis Risco-Martín, José L. Ayala
Modeling and simulation of wind energy production in the smart-grid scenario. SpringSim (MSCIAAS) (2018)
Kevin Henares, Josué Pagán, José L. Ayala, José L. Risco-Martín
Advanced migraine prediction hardware system. SummerSim (2018)
Josué Pagán, Marina Zapater, José L. Ayala
Power transmission and workload balancing policies in eHealth mobile cloud computing scenarios. Future Gener. Comput. Syst. 78 (2018)
Patricia Arroba, José L. Risco-Martín, José Manuel Moya, José L. Ayala
Heuristics and metaheuristics for dynamic management of computing and cooling energy in cloud data centers. Softw. Pract. Exp. 48 (10) (2018)
José L. Ayala
CEDA Currents. IEEE Des. Test 35 (1) (2018)
Josué Pagán, José Manuel Moya, Saurabh Mittal, José L. Ayala
Advanced migraine prediction simulation system. SummerSim (2017)
Patricia Arroba, José Manuel Moya, José L. Ayala, Rajkumar Buyya
Dynamic Voltage and Frequency Scaling-aware dynamic consolidation of virtual machines for energy efficient cloud data centers. Concurr. Comput. Pract. Exp. 29 (10) (2017)
José L. Ayala
Code Ocean Is Live: Upload Your Algorithms. IEEE Des. Test 34 (3) (2017)
Ignacio Penas, Marina Zapater, José L. Risco-Martín, José L. Ayala
SFIDE: a simulation infrastructure for data centers. SummerSim (2017)
Josué Pagán, Ramin Fallahzadeh, Hassan Ghasemzadeh, José Manuel Moya, José Luis Risco-Martín, José L. Ayala
An optimal approach for low-power migraine prediction models in the state-of-the-art wireless monitoring devices. DATE (2017)
M. Teresa Higuera-Toledano, José Luis Risco-Martín, Patricia Arroba, José L. Ayala
Green Adaptation of Real-Time Web Services for Industrial CPS Within a Cloud Environment. IEEE Trans. Ind. Informatics 13 (3) (2017)
Josué Pagán, José L. Risco-Martín, José Manuel Moya, José L. Ayala
Modeling methodology for the accurate and prompt prediction of symptomatic events in chronic diseases. J. Biomed. Informatics 62 (2016)
José L. Risco-Martín, Saurabh Mittal, Juan Carlos Fabero Jiménez, Pedro Malagón, José L. Ayala
Real-time hardware/software co-design using devs-based transparent M&S framework. SummerSim (2016)
Ranjita Kumari Dash, José L. Risco-Martín, Ashok Kumar Turuk, José L. Ayala
A thermal driven genetic algorithm for three dimensional network-on-chip systems. SummerSim (2016)
Marina Zapater, José L. Risco-Martín, Patricia Arroba, José L. Ayala, José Manuel Moya, Román Hermida
Runtime data center temperature prediction using Grammatical Evolution techniques. Appl. Soft Comput. 49 (2016)
Josué Pagán, José L. Risco-Martín, José Manuel Moya, José L. Ayala
Grammatical Evolutionary Techniques for Prompt Migraine Prediction. GECCO (2016)
David Cuesta, José L. Risco-Martín, José L. Ayala, José Ignacio Hidalgo
Thermal-aware floorplanner for 3D IC, including TSVs, liquid microchannels and thermal domains optimization. Appl. Soft Comput. 34 (2015)
Patricia Arroba, José Manuel Moya, José L. Ayala, Rajkumar Buyya
DVFS-Aware Consolidation for Energy-Efficient Clouds. PACT (2015)
Marco D. Santambrogio, José L. Ayala, Simone Campanoni, Riccardo Cattaneo, Gianluca C. Durelli, Matteo Ferroni, Alessandro Antonio Nacci, Josué Pagán, Marina Zapater, Mónica Vallejo
Power-awareness and smart-resource management in embedded computing systems. CODES+ISSS (2015)
Josué Pagán, M. Irene De Orbe, Ana Gago, Mónica Sobrado, José L. Risco-Martín, J. Vivancos Mora, José Manuel Moya, José L. Ayala
Robust and Accurate Modeling Approaches for Migraine Per-Patient Prediction from Ambulatory Data. Sensors 15 (7) (2015)
Mónica Vallejo, Joaquín Recas, José L. Ayala
Proactive and Reactive Transmission Power Control for Energy-Efficient On-Body Communications. Sensors 15 (3) (2015)
José L. Ayala, Katzalin Olcoz
VLSI for the new era. Integr. 47 (3) (2014)
Mónica Vallejo, Joaquín Recas, Pablo García Del Valle, José L. Ayala
Accurate Human Tissue Characterization for Energy-Efficient Wireless On-Body Communications. Sensors 13 (6) (2013)
Antonio Artés, José L. Ayala, Jos Huisken, Francky Catthoor
Survey of Low-Energy Techniques for Instruction Memory Organisations in Embedded Systems. J. Signal Process. Syst. 70 (1) (2013)
David Cuesta, José Luis Risco-Martín, José L. Ayala, José Ignacio Hidalgo
3D thermal-aware floorplanner using a MOEA approximation. Integr. 46 (1) (2013)
Ignacio Arnaldo, Alfredo Cuesta-Infante, J. Manuel Colmenar, José L. Risco-Martín, José L. Ayala
Boosting the 3D thermal-aware floorplanning problem through a master-worker parallel MOEA. Concurr. Comput. Pract. Exp. 25 (8) (2013)
Antonio Artés, José L. Ayala, Francky Catthoor
IMOSIM: Exploration tool for Instruction Memory Organisations based on accurate cycle-level energy modelling. ICECS (2012)
Marina Zapater, César Sánchez, José L. Ayala, José Manuel Moya, José L. Risco-Martín
Ubiquitous Green Computing Techniques for High Demand Applications in Smart Environments. Sensors 12 (8) (2012)
David Cuesta, José Luis Risco-Martín, José L. Ayala
3D thermal-aware floorplanner using a MILP approximation. Microprocess. Microsystems 36 (5) (2012)
Marina Zapater, José L. Ayala, José Manuel Moya
GreenDisc: A HW/SW Energy Optimization Framework in Globally Distributed Computation. UCAmI (2012)
Mónica Vallejo, Joaquín Recas, José L. Ayala
Channel Analysis and Dynamic Adaptation for Energy-Efficient WBSNs. UCAmI (2012)
Antonio Artés, José L. Ayala, Francky Catthoor
Power Impact of Loop Buffer Schemes for Biomedical Wireless Sensor Nodes. Sensors 12 (11) (2012)
Marina Zapater, José L. Ayala, José Manuel Moya
Leveraging Heterogeneity for Energy Minimization in Data Centers. CCGRID (2012)
Ignacio Arnaldo, José L. Risco-Martín, José L. Ayala, José Ignacio Hidalgo
Power Profiling-Guided Floorplanner for Thermal Optimization in 3D Multiprocessor Architectures. PATMOS (2011)
David Cuesta, José L. Risco-Martín, José L. Ayala, David Atienza
3D Thermal-aware floorplanner for many-core single-chip systems. LATW (2011)
David Cuesta, José L. Ayala, José Ignacio Hidalgo, David Atienza, Andrea Acquaviva, Enrico Macii
Adaptive Task Migration Policies for Thermal Control in MPSoCs. ISVLSI (2010)
Mohamed M. Sabry, José L. Ayala, David Atienza
Thermal-Aware Compilation for Register Window-Based Embedded Processors. IEEE Embed. Syst. Lett. 2 (4) (2010)
José L. Ayala, Arvind Sridhar, David Cuesta
Thermal modeling and analysis of 3D multi-processor chips. Integr. 43 (4) (2010)
Mohamed M. Sabry, José L. Ayala, David Atienza
Thermal-aware compilation for system-on-chip processing architectures. ACM Great Lakes Symposium on VLSI (2010)
Ayse K. Coskun, José L. Ayala, David Atienza, Tajana Simunic Rosing, Yusuf Leblebici
Dynamic thermal management in 3D multicore architectures. DATE (2009)
José L. Ayala, Arvind Sridhar, Vinod Pangracious, David Atienza, Yusuf Leblebici
Through Silicon Via-Based Grid for Thermal Control in 3D Chips. NanoNet (2009)
Ayse Kivilcim Coskun, José L. Ayala, David Atienza, Tajana Simunic Rosing
Thermal Modeling and Management of Liquid-Cooled 3D Stacked Architectures. VLSI-SoC (2009)
Pedro Echeverría Aramendi, José L. Ayala, Marisa López-Vallejo
Power Considerations in Banked CAMs: A Leakage Reduction Approach. VLSI Design 2008 (2008)
David Atienza, Giovanni De Micheli, Luca Benini, José L. Ayala, Pablo García Del Valle, Michael DeBole, Vijaykrishnan Narayanan
Reliability-aware design for nanometer-scale devices. ASP-DAC (2008)
Praveen Raghavan, José L. Ayala, David Atienza, Francky Catthoor, Giovanni De Micheli, Marisa López-Vallejo
Reduction of Register File Delay Due to Process Variability in VLIW Embedded Processors. ISCAS (2007)
José L. Ayala, Marisa López-Vallejo, David Atienza, Praveen Raghavan, Francky Catthoor, Diederik Verkest
Energy-aware compilation and hardware design for VLIW embedded systems. Int. J. Embed. Syst. 3 (1/2) (2007)
Pablo Ituero, José L. Ayala, Marisa López-Vallejo
Leakage-based On-Chip Thermal Sensor for CMOS Technology. ISCAS (2007)
David Atienza, Praveen Raghavan, José L. Ayala, Giovanni De Micheli, Francky Catthoor, Diederik Verkest, Marisa López-Vallejo
Compiler-Driven Leakage Energy Reduction in Banked Register Files. PATMOS (2006)
José L. Ayala, Marisa Luisa López-Vallejo
A Unified Framework for Power-Aware Design of Embedded Systems. PATMOS (2003)
José L. Ayala, Marisa Luisa López-Vallejo, Alexander V. Veidenbaum, Carlos A. Lopez
Energy Aware Register File Implementation through Instruction Predecode. ASAP (2003)
José L. Ayala, Alexander V. Veidenbaum, Marisa Luisa López-Vallejo
Power-Aware Compilation for Register File Energy Reduction. Int. J. Parallel Program. 31 (6) (2003)