نتائج البحث - "Martín-Fernández, Cristian"

1

Academic Journal

Online learning and continuous model upgrading with data streams through the Kafka-ML framework

المؤلفون: Carnero Hijano, Alejandro, Martín-Fernández, Cristian, Jeon, Gwanggil, Díaz-Rodríguez, Manuel

مصطلحات موضوعية: Inteligencia artificial, Aprendizaje automático (Inteligencia artificial), Artificial intelligence, Data streams, Kafka-ML, Online machine learning

Relation: Carnero, Alejandro, Martín, Cristian Martín, Jeon, Gwanggil , Díaz,Manuel (2024) Online learning and continuous model upgrading with data streams through the Kafka-ML framework, Future Generation Computer Systems, Elsevier Volume 160, Pages 251-263; https://hdl.handle.net/10630/31658

الاتاحة: https://hdl.handle.net/10630/31658
https://doi.org/10.1016/j.future.2024.06.001

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2

Academic Journal

Integrating FMI and ML/AI models on the open-sourcedigital twin framework OpenTwins

المؤلفون: Infante, Sergio, Martín-Fernández, Cristian, Robles, Julia, Rubio-Muñoz, Bartolomé, Díaz-Rodríguez, Manuel, González Perea, Rafael, Montesinos, Pilar, Camacho Poyato, Emilio

مصطلحات موضوعية: Soporte lógico libre, Industria - Simulación por ordenador, Digital twins, FMI, Industry 4.0, Simulation

Relation: Infante S., Martín C., Robles J., et al. Integrating FMI and ML/AI models on the open-source digital twin framework OpenTwins. Softw: Pract Exper. 2024;1-21. doi:10.1002/spe.3322; https://hdl.handle.net/10630/30823

الاتاحة: https://hdl.handle.net/10630/30823
https://doi.org/10.1002/spe.3322

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3

Academic Journal

Functions as a service for distributed deep neural network inference over the cloud-to-things continuum

المؤلفون: Bueno Calvente, Altair, Rubio-Muñoz, Bartolomé, Martín-Fernández, Cristian, Díaz-Rodríguez, Manuel

مصطلحات موضوعية: Redes de ordenadores, Cloud-to-things continuum, DDNN inference, Fission, Kafka-ML, OpenFaaS, OpenWhisk, Serverless computing

Relation: Bueno A, Rubio B, Martín C, Díaz M. Functions as a service for distributed deep neural network inference over the cloud-to-things continuum. Softw: Pract Exper. 2024; 1-15. doi:10.1002/spe.3318; https://hdl.handle.net/10630/30436

الاتاحة: https://hdl.handle.net/10630/30436
https://doi.org/10.1002/spe.3318

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4

Academic Journal

The orchestration of Machine Learning frameworks with datastreams and GPU acceleration in Kafka-ML: A deep-learning performance comparative

المؤلفون: Chaves García, Antonio Jesús, Martín-Fernández, Cristian, Díaz-Rodríguez, Manuel

مصطلحات موضوعية: Aprendizaje automático (Inteligencia artificial) - Aplicaciones, Artificial intelligence, Data streams, Kafka-ML, Machine learning, PyTorch, TensorFlow

Relation: Chaves, A. J., Martín, C., & Díaz, M. (2023). The orchestration of Machine Learning frameworks with data streams and GPU acceleration in Kafka-ML: A deep-learning performance comparative. Expert Systems, e13287. https://doi.org/10.1111/exsy.13287; https://hdl.handle.net/10630/26316; https://doi.org/10.1111/exsy.13287

الاتاحة: https://hdl.handle.net/10630/26316
https://doi.org/10.1111/exsy.13287

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5

Academic Journal

Pollen recognition through an open-source web-based system: automated particle counting for aerobiological analysis

المؤلفون: Chaves García, Antonio Jesús, Martín-Fernández, Cristian, Llopis-Torres, Luis Manuel, Díaz-Rodríguez, Manuel, Ruiz-Mata, Rocío, Gálvez-Montañez, Enrique de, Recio-Criado, María Marta, Trigo-Pérez, María del Mar, Picornell Rodríguez, Antonio

مصطلحات موضوعية: Informática - Aplicaciones, Polen - Dispersión, Pollen measurement, Object detection, Deep learning, Open source, Application

Relation: Chaves, A.J., Martín, C., Torres, L.L. et al. Pollen recognition through an open-source web-based system: automated particle counting for aerobiological analysis. Earth Sci Inform (2023). https://doi.org/10.1007/s12145-023-01189-z; https://hdl.handle.net/10630/28773

الاتاحة: https://hdl.handle.net/10630/28773
https://doi.org/10.1007/s12145-023-01189-z

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6

Academic Journal

OpenTwins: An open-source framework for the development of next-gen compositional digital twins

المؤلفون: Robles-Medina, Julia, Martín-Fernández, Cristian, Díaz-Rodríguez, Manuel

مصطلحات موضوعية: Sistemas informáticos, Internet de los objetos, Sistemas de visualización de la información, Aprendizaje automático (Inteligencia artificial), Sistemas de imágenes tridimensionales, Soporte lógico libre, Industria Petroquímica, Digital twin composition, Open-source digital twin framework, Kafka-ML, 3D visualizations, Industry 4.0

Relation: Robles, J., Martín, C., & Díaz, M. (2023). OpenTwins: An open-source framework for the development of next-gen compositional digital twins. Computers in Industry, 152, 104007.; https://hdl.handle.net/10630/27529

الاتاحة: https://hdl.handle.net/10630/27529
https://doi.org/10.1016/j.compind.2023.104007

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7

Book

A methodology for the development of soft sensors with Kafka-ML

المؤلفون: Chaves, Antonio, Martín-Fernández, Cristian, Llopis-Torres, Luis Manuel, Soler-Castillo, Enrique, Díaz-Rodríguez, Manuel

مصطلحات موضوعية: Internet de los objetos, Detectores, Aprendizaje automático (Inteligencia artificial), Sensors, IoT, Machine learning

Relation: Chaves, A.J., Martín, C., Torres, L.L., Soler, E., Díaz, M. (2023). A Methodology for the Development of Soft Sensors with Kafka-ML. In: Sharma, R., Jeon, G., Zhang, Y. (eds) Data Analytics for Internet of Things Infrastructure. Internet of Things. Springer, Cham. https://doi.org/10.1007/978-3-031-33808-3_17; https://hdl.handle.net/10630/30035

الاتاحة: https://hdl.handle.net/10630/30035
https://doi.org/10.1007/978-3-031-33808-3_17

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8

Academic Journal

Kafka-ML: Connecting the data stream with ML/AI frameworks

المؤلفون: Martín-Fernández, Cristian, Langendoerfer, Peter, Soltani Zarrin, Pouya, Díaz-Rodríguez, Manuel, Rubio-Muñoz, Bartolomé

مصطلحات موضوعية: Inteligencia artificial, Kafka-ML, Apache Kafka, Machine Learning, Artificial Intelligence, Data streams, Docker, Kubernetes, Distributed systems

Relation: Future Generation Computer Systems, Volume 126, January 2022, Pages 15-33; https://hdl.handle.net/10630/22726; https://doi.org/10.1016/j.future.2021.07.037

الاتاحة: https://hdl.handle.net/10630/22726
https://doi.org/10.1016/j.future.2021.07.037

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9

Academic Journal

Using Peer Review for Student Performance Enhancement: Experiences in a Multidisciplinary Higher Education Setting.

المؤلفون: Serrano-Aguilera, Juan José, Tocino-Sánchez, Alicia, Fortes-Rodríguez, Sergio, Martín-Fernández, Cristian, Mercade-Mele, Pere, Moreno-Sáez, Rafael Jesús, Muñoz-Gallego, Antonio Jesús, Palomo-Hierro, Sara, Torres-Signes, Antoni

مصطلحات موضوعية: Investigación activa en educación, Enseñanza superior - Investigación, Peer assessment, Peer review, Collaborative evaluation, Higher education, Rubric

Relation: Serrano-Aguilera, J.J.; Tocino, A.; Fortes, S.; Martín, C.; Mercadé-Melé, P.; Moreno-Sáez, R.; Muñoz, A.; Palomo-Hierro, S.; Torres, A. Using Peer Review for Student Performance Enhancement: Experiences in a Multidisciplinary Higher Education Setting. Educ. Sci. 2021, 11, 71. https://doi.org/ doi:10.3390/educsci11020071; https://hdl.handle.net/10630/32366

الاتاحة: https://hdl.handle.net/10630/32366
https://doi.org/10.3390/educsci11020071

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