José M. Cecilia

Orcid: 0000-0001-5648-214X

According to our database1, José M. Cecilia authored at least 111 papers between 2009 and 2024.

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Bibliography

2024
A multi-model deep learning approach to address prediction imbalances in smart greenhouses.
Comput. Electron. Agric., January, 2024

GreenhouseGuard: Enabling real-time warning prediction for smart greenhouse management.
J. Ambient Intell. Smart Environ., 2024

Assessment of oceanographic services for the monitoring of highly anthropised coastal lagoons: The Mar Menor case study.
Ecol. Informatics, 2024

AlLoRa: Empowering environmental intelligence through an advanced LoRa-based IoT solution.
Comput. Commun., 2024

AI*LoRa: Enabling Efficient Long-Range Communication with Machine Learning at the Edge.
Proceedings of the Twenty-fifth International Symposium on Theory, 2024

Unveiling Touristic Pulse: Harnessing Social Sensing for Dynamic Insights.
Proceedings of the IEEE Symposium on Computers and Communications, 2024

2023
Evaluation of synthetic data generation for intelligent climate control in greenhouses.
Appl. Intell., November, 2023

SEPARATE: A tightly coupled, seamless IoT infrastructure for deploying AI algorithms in smart agriculture environments.
Internet Things, July, 2023

Evaluation of low-power devices for smart greenhouse development.
J. Supercomput., June, 2023

Assignment and Take-Off Approaches for Large-Scale Autonomous UAV Swarms.
IEEE Trans. Intell. Transp. Syst., May, 2023

CPR Algorithm - A new interpolation methodology and QGIS plugin for Colour Pattern Regression between aerial images and raster maps.
SoftwareX, May, 2023

Using remote GPU virtualization techniques to enhance edge computing devices.
Future Gener. Comput. Syst., May, 2023

In Situ and Crowd-Sensing Techniques for Monitoring Flows in Ephemeral Streams.
IEEE Netw., 2023

Data-driven evaluation of machine learning models for climate control in operational smart greenhouses.
J. Ambient Intell. Smart Environ., 2023

BODOQUE: An Energy-Efficient Flow Monitoring System for Ephemeral Streams.
Proceedings of the Twenty-fourth International Symposium on Theory, 2023

Greenhouse intelligent warning system for precision agriculture.
Proceedings of the 19th International Conference on Intelligent Environments, 2023

Estimation of Chl-a in highly anthropized environments using machine learning and remote sensing.
Proceedings of the 19th International Conference on Intelligent Environments, 2023

Enhancing smartness in second-home tourism destinations through social sensing for predicting occupancy levels.
Proceedings of the 19th International Conference on Intelligent Environments, 2023

Towards a Model-Driven Development of Environmental-Aware Web Augmenters Based on Open Data.
Proceedings of the Web Engineering - 23rd International Conference, 2023

Using Data Analytic for Social Media Posts to Optimise Recyclable Solid Waste Management Exemplary at the City of Valencia.
Proceedings of the Distributed Computing and Artificial Intelligence, 2023

A modular and mesh-capable LoRa based Content Transfer Protocol for Environmental Sensing.
Proceedings of the 20th IEEE Consumer Communications & Networking Conference, 2023

2022
Flood Detection Using Real-Time Image Segmentation from Unmanned Aerial Vehicles on Edge-Computing Platform.
Remote. Sens., 2022

AI-Enabled Autonomous Drones for Fast Climate Change Crisis Assessment.
IEEE Internet Things J., 2022

Evaluation of time-series libraries for temperature prediction in smart greenhouses.
Proceedings of the 18th International Conference on Intelligent Environments, 2022

On integrating intelligent infrastructure and participatory monitoring for environmental modelling: the SMARTLAGOON approach.
Proceedings of the GoodIT 2022: ACM International Conference on Information Technology for Social Good, Limassol, Cyprus, September 7, 2022

Raising citizens and institutions awareness of environmental problems using smart sensing technologies.
Proceedings of the IEEE Intl. Conf. on Dependable, 2022

Time series analysis for temperature forecasting using TinyML.
Proceedings of the 19th IEEE Annual Consumer Communications & Networking Conference, 2022

2021
Performance evaluation of edge-computing platforms for the prediction of low temperatures in agriculture using deep learning.
J. Supercomput., 2021

Scientific Programming Tools for Water Management.
Sci. Program., 2021

LADEA: A Software Infrastructure for Audio Delivery and Analytics.
Mob. Networks Appl., 2021

A high-performance IoT solution to reduce frost damages in stone fruits.
Concurr. Comput. Pract. Exp., 2021

WATERSensing: A Smart Warning System for Natural Disasters in Spain.
IEEE Consumer Electron. Mag., 2021

METADOCK 2: a high-throughput parallel metaheuristic scheme for molecular docking.
Bioinform., 2021

Human Mobility Prediction With Region-Based Flows and Water Consumption.
IEEE Access, 2021

The Kuhn-Munkres algorithm for efficient vertical takeoff of UAV swarms.
Proceedings of the 93rd IEEE Vehicular Technology Conference, 2021

SMARTLAGOON: Innovative modelling approaches for predicting socio-environmental evolution in highly anthropized coastal lagoons.
Proceedings of the GoodIT '21: Conference on Information Technology for Social Good, 2021

Evaluating the effectiveness of takeoff assignment strategies under irregular configurations.
Proceedings of the 25th IEEE/ACM International Symposium on Distributed Simulation and Real Time Applications, 2021

2020
Efficient GPU-based parallelization of solvation calculation for the blind docking problem.
J. Supercomput., 2020

Enhancing the context-aware FOREX market simulation using a parallel elastic network model.
J. Supercomput., 2020

Re-engineering the ant colony optimization for CMP architectures.
J. Supercomput., 2020

Sound Levels Forecasting in an Acoustic Sensor Network Using a Deep Neural Network.
Sensors, 2020

A Decision Support System for Water Optimization in Anti-Frost Techniques by Sprinklers.
Sensors, 2020

Evaluation of Clustering Algorithms on GPU-Based Edge Computing Platforms.
Sensors, 2020

A deep learning model to predict lower temperatures in agriculture.
J. Ambient Intell. Smart Environ., 2020

Offloading strategies for Stencil kernels on the KNC Xeon Phi architecture: Accuracy versus performance.
Int. J. High Perform. Comput. Appl., 2020

Guest editors' note: Special issue on novel high-performance computing algorithms and platforms in bioinformatics.
Int. J. High Perform. Comput. Appl., 2020

High-throughput fuzzy clustering on heterogeneous architectures.
Future Gener. Comput. Syst., 2020

Evaluation of parallel programming teaching methodologies: On-campus versus online methodologies.
Comput. Appl. Eng. Educ., 2020

QN-Docking: An innovative molecular docking methodology based on Q-Networks.
Appl. Soft Comput., 2020

FUDGE: a frugal edge node for advanced IoT solutions in contexts with limited resources.
Proceedings of the 1st Workshop on Experiences with the Design and Implementation of Frugal Smart Objects, 2020

Assessing the Impact of Tweets in Flood Events.
Proceedings of the Intelligent Environments 2020, 2020

Performance Evaluation of Clustering Algorithms on GPUs.
Proceedings of the Intelligent Environments 2020, 2020

Enhancing the spaCy Named Entity Recognizer for Crowdsensing.
Proceedings of the Intelligent Environments 2020, 2020

2019
QUADRIVEN: A Framework for Qualitative Taxi Demand Prediction Based on Time-Variant Online Social Network Data Analysis.
Sensors, 2019

An LSTM Deep Learning Scheme for Prediction of Low Temperatures in Agriculture.
Proceedings of the Intelligent Environments 2019, 2019

2018
Exploiting multilevel parallelism on a many-core system for the application of hyperheuristics to a molecular docking problem.
J. Supercomput., 2018

High-Throughput Infrastructure for Advanced ITS Services: A Case Study on Air Pollution Monitoring.
IEEE Trans. Intell. Transp. Syst., 2018

ENMX: An elastic network model to predict the FOREX market evolution.
Simul. Model. Pract. Theory, 2018

Air-Pollution Prediction in Smart Cities through Machine Learning Methods: A Case of Study in Murcia, Spain.
J. Univers. Comput. Sci., 2018

High-throughput Ant Colony Optimization on graphics processing units.
J. Parallel Distributed Comput., 2018

METADOCK: A parallel metaheuristic schema for virtual screening methods.
Int. J. High Perform. Comput. Appl., 2018

Enhancing large-scale docking simulation on heterogeneous systems: An MPI vs rCUDA study.
Future Gener. Comput. Syst., 2018

Energy-based tuning of metaheuristics for molecular docking on multi-GPUs.
Concurr. Comput. Pract. Exp., 2018

Multi-objective optimal design of submerged arches using extreme learning machine and evolutionary algorithms.
Appl. Soft Comput., 2018

Accelerating Drugs Discovery with Deep Reinforcement Learning: An Early Approach.
Proceedings of the 47th International Conference on Parallel Processing, 2018

Increasing Molecular Dynamics Simulations Throughput by Virtualizing Remote GPUs with rCUDA.
Proceedings of the 47th International Conference on Parallel Processing, 2018

Deep Learning Approach for Classifying Papanicolau Cervical Smears.
Proceedings of the 47th International Conference on Parallel Processing, 2018

Designing HYPERDOCK: A Parallel Hyperheuristic Method for Virtual Screening.
Proceedings of the 47th International Conference on Parallel Processing, 2018

BAUSPACE: A Scalable Infrastructure for Soft Sensors Development.
Proceedings of the 47th International Conference on Parallel Processing, 2018

2017
Enhanced calculation of eigen-stress field and elastic energy in atomistic interdiffusion of alloys.
Comput. Phys. Commun., 2017

Code modernization strategies to 3-D Stencil-based applications on Intel Xeon Phi: KNC and KNL.
Comput. Math. Appl., 2017

Evolutionary strategies as applied to shear strain effects in reinforced concrete beams.
Appl. Soft Comput., 2017

The Forex Market as an Elastic Network Model.
Proceedings of the 2017 International Conference on Intelligent Environments, 2017

Implementation of an Efficient Blind Docking Technique on HPC Architectures for the Discovery of Allosteric Inhibitors.
Proceedings of the 46th International Conference on Parallel Processing Workshops, 2017

Parallel Desolvation Energy Term Calculation for Blind Docking on GPU Architectures.
Proceedings of the 46th International Conference on Parallel Processing Workshops, 2017

2016
Parallel implementation of fuzzy minimals clustering algorithm.
Expert Syst. Appl., 2016

Dynamic load balancing on heterogeneous clusters for parallel ant colony optimization.
Clust. Comput., 2016

Enhancing Metaheuristic-based Virtual Screening Methods on Massively Parallel and Heterogeneous Systems.
Proceedings of the 7th International Workshop on Programming Models and Applications for Multicores and Manycores, 2016

Parallel Ant Colony Optimization for the HP Protein Folding Problem.
Proceedings of the Bioinformatics and Biomedical Engineering, 2016

2015
Evaluation of the 3-D finite difference implementation of the acoustic diffusion equation model on massively parallel architectures.
Comput. Electr. Eng., 2015

Evaluation of 3-D Stencil Codes on the Intel Xeon Phi Coprocessor.
Proceedings of the Parallel Computing: On the Road to Exascale, 2015

Applications of High Performance Computing in Bioinformatics, Computational Biology and Computational Chemistry.
Proceedings of the Bioinformatics and Biomedical Engineering, 2015

Enhancing the Parallelization of Non-bonded Interactions Kernel for Virtual Screening on GPUs.
Proceedings of the Bioinformatics and Biomedical Engineering, 2015

2014
Comparative evaluation of platforms for parallel Ant Colony Optimization.
J. Supercomput., 2014

Evaluating the SAT problem on P systems for different high-performance architectures.
J. Supercomput., 2014

Accelerating collision detection for large-scale crowd simulation on multi-core and many-core architectures.
Int. J. High Perform. Comput. Appl., 2014

A performance/cost model for a CUDA drug discovery application on physical and public cloud infrastructures.
Concurr. Comput. Pract. Exp., 2014

Toward energy efficiency in heterogeneous processors: findings on virtual screening methods.
Concurr. Comput. Pract. Exp., 2014

Optimizations to enhance sustainability of MPI applications.
Proceedings of the 21st European MPI Users' Group Meeting, 2014

The role of High Performance Computing in Bioinformatics.
Proceedings of the International Work-Conference on Bioinformatics and Biomedical Engineering, 2014

An improved Fuzzy Clustering methodology applied to the study of Protein Conformational Ensembles.
Proceedings of the International Work-Conference on Bioinformatics and Biomedical Engineering, 2014

Parallel Computation of Non-Bonded Interactions in Drug Discovery: Nvidia GPUs vs. Intel Xeon Phi.
Proceedings of the International Work-Conference on Bioinformatics and Biomedical Engineering, 2014

Application of parallel blind docking with BINDSURF for the study of platinum derived compounds as anticancer drugs.
Proceedings of the International Work-Conference on Bioinformatics and Biomedical Engineering, 2014

2013
Enhancing GPU parallelism in nature-inspired algorithms.
J. Supercomput., 2013

Enhancing data parallelism for Ant Colony Optimization on GPUs.
J. Parallel Distributed Comput., 2013

Accelerated Conformational Entropy Calculations Using Graphic Processing Units.
J. Chem. Inf. Model., 2013

Impact of implicit solvation models on database enrichment in GPU based blind Virtual Screening.
Proceedings of the International Work-Conference on Bioinformatics and Biomedical Engineering, 2013

Improving drug discovery using a neural networks based parallel scoring function.
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

2012
Stencil computations on heterogeneous platforms for the Jacobi method: GPUs versus Cell BE.
J. Supercomput., 2012

The GPU on the simulation of cellular computing models.
Soft Comput., 2012

High-Throughput parallel blind Virtual Screening using BINDSURF.
BMC Bioinform., 2012

Accelerating Fibre Orientation Estimation from Diffusion Weighted Magnetic Resonance Imaging Using GPUs.
Proceedings of the 20th Euromicro International Conference on Parallel, 2012

Parallelization of Virtual Screening in Drug Discovery on Massively Parallel Architectures.
Proceedings of the 20th Euromicro International Conference on Parallel, 2012

2011
Effective Parallelization of Non-bonded Interactions Kernel for Virtual Screening on GPUs.
Proceedings of the 5th International Conference on Practical Applications of Computational Biology & Bioinformatics, 2011

Parallelization Strategies for Ant Colony Optimisation on GPUs.
Proceedings of the 25th IEEE International Symposium on Parallel and Distributed Processing, 2011

Accelerating multiple target drug screening on GPUs.
Proceedings of the Computational Methods in Systems Biology, 9th International Conference, 2011

2010
Simulating a P system based efficient solution to SAT by using GPUs.
J. Log. Algebraic Methods Program., 2010

Simulation of P systems with active membranes on CUDA.
Briefings Bioinform., 2010

CUDA 2D Stencil Computations for the Jacobi Method.
Proceedings of the Applied Parallel and Scientific Computing, 2010

2009
The GPU on the Matrix-Matrix Multiply: Performance Study and Contributions.
Proceedings of the Parallel Computing: From Multicores and GPU's to Petascale, 2009

Implementing P Systems Parallelism by Means of GPUs.
Proceedings of the Membrane Computing, 10th International Workshop, 2009


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