Francisco J. Peña

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 12

Top Topics

Semantic Segmentation

Machine Learning

Top Venues

Publications

Francisco J. Peña, Clara Hübinger, Amir Hossein Payberah, Fernando Jaramillo
DeepAqua: Semantic segmentation of wetland water surfaces with SAR imagery using deep neural networks without manually annotated data. Int. J. Appl. Earth Obs. Geoinformation 126 (2024)
Francisco J. Peña, Nathan M. Myers, Daniel Órdenes, Francisco Albarrán-Arriagada, Patricio Vargas
Enhanced Efficiency at Maximum Power in a Fock-Darwin Model Quantum Dot Engine. Entropy 25 (3) (2023)
Francisco J. Peña, Clara Hübinger, Amir Hossein Payberah, Fernando Jaramillo
DeepAqua: Self-Supervised Semantic Segmentation of Wetlands from SAR Images using Knowledge Distillation. CoRR (2023)
Francisco J. Peña, Angel Luis Gonzalez, Sepideh Pashami, Ahmad Al-Shishtawy, Amir H. Payberah
Siambert: Siamese Bert-based Code Search. SAIS (2022)
Marcus Hägglund, Francisco J. Peña, Sepideh Pashami, Ahmad Al-Shishtawy, Amir H. Payberah
COCLUBERT: Clustering Machine Learning Source Code. ICMLA (2021)
Francisco J. Peña, Diarmuid O'Reilly-Morgan, Elias Z. Tragos, Neil Hurley, Erika Duriakova, Barry Smyth, Aonghus Lawlor
Combining Rating and Review Data by Initializing Latent Factor Models with Topic Models for Top-N Recommendation. RecSys (2020)
Erika Duriakova, Elias Z. Tragos, Barry Smyth, Neil Hurley, Francisco J. Peña, Panagiotis Symeonidis, James Geraci, Aonghus Lawlor
PDMFRec: a decentralised matrix factorisation with tunable user-centric privacy. RecSys (2019)
Gabriel Alvarado Barrios, Francisco J. Peña, Francisco Albarrán-Arriagada, Patricio Vargas, Juan Carlos Retamal
Quantum Mechanical Engine for the Quantum Rabi Model. Entropy 20 (10) (2018)
Francisco J. Peña
Unsupervised Context-Driven Recommendations Based On User Reviews. RecSys (2017)
Francisco J. Peña, Alejandro González, Alvaro S. Nunez, Pedro A. Orellana, René G. Rojas, Patricio Vargas
Magnetic Engine for the Single-Particle Landau Problem. Entropy 19 (12) (2017)
Francisco J. Peña, Derek Bridge
Recommending from Experience. FLAIRS Conference (2017)
Enrique Muñoz, Francisco J. Peña, Alejandro González
Magnetically-Driven Quantum Heat Engines: The Quasi-Static Limit of Their Efficiency. Entropy 18 (5) (2016)