Explainability in deep reinforcement learning
Heuillet, Alexandre, Couthouis, Fabien, Díaz-Rodríguez, Natalia
Published in Knowledge-based systems (28.02.2021)
Published in Knowledge-based systems (28.02.2021)
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Journal Article
Explainable Artificial Intelligence (XAI): What we know and what is left to attain Trustworthy Artificial Intelligence
Ali, Sajid, Abuhmed, Tamer, El-Sappagh, Shaker, Muhammad, Khan, Alonso-Moral, Jose M., Confalonieri, Roberto, Guidotti, Riccardo, Del Ser, Javier, Díaz-Rodríguez, Natalia, Herrera, Francisco
Published in Information fusion (01.11.2023)
Published in Information fusion (01.11.2023)
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Journal Article
State representation learning for control: An overview
Lesort, Timothée, Díaz-Rodríguez, Natalia, Goudou, Jean-Frano̧is, Filliat, David
Published in Neural networks (01.12.2018)
Published in Neural networks (01.12.2018)
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Journal Article
Explainable Artificial Intelligence (XAI): Concepts, taxonomies, opportunities and challenges toward responsible AI
Barredo Arrieta, Alejandro, Díaz-Rodríguez, Natalia, Del Ser, Javier, Bennetot, Adrien, Tabik, Siham, Barbado, Alberto, Garcia, Salvador, Gil-Lopez, Sergio, Molina, Daniel, Benjamins, Richard, Chatila, Raja, Herrera, Francisco
Published in Information fusion (01.06.2020)
Published in Information fusion (01.06.2020)
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Journal Article
Information fusion as an integrative cross-cutting enabler to achieve robust, explainable, and trustworthy medical artificial intelligence
Holzinger, Andreas, Dehmer, Matthias, Emmert-Streib, Frank, Cucchiara, Rita, Augenstein, Isabelle, Ser, Javier Del, Samek, Wojciech, Jurisica, Igor, Díaz-Rodríguez, Natalia
Published in Information fusion (01.03.2022)
Published in Information fusion (01.03.2022)
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Journal Article
A fully integrated paperfluidic molecular diagnostic chip for the extraction, amplification, and detection of nucleic acids from clinical samples
Rodriguez, Natalia M, Wong, Winnie S, Liu, Lena, Dewar, Rajan, Klapperich, Catherine M
Published in Lab on a Chip (01.01.2016)
Published in Lab on a Chip (01.01.2016)
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Journal Article
Web Resource
Connecting the dots in trustworthy Artificial Intelligence: From AI principles, ethics, and key requirements to responsible AI systems and regulation
Díaz-Rodríguez, Natalia, Del Ser, Javier, Coeckelbergh, Mark, López de Prado, Marcos, Herrera-Viedma, Enrique, Herrera, Francisco
Published in Information fusion (01.11.2023)
Published in Information fusion (01.11.2023)
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Journal Article
Responsible and human centric AI-based insurance advisors
Pisoni, Galena, Díaz-Rodríguez, Natalia
Published in Information processing & management (01.05.2023)
Published in Information processing & management (01.05.2023)
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Journal Article
On generating trustworthy counterfactual explanations
Del Ser, Javier, Barredo-Arrieta, Alejandro, Díaz-Rodríguez, Natalia, Herrera, Francisco, Saranti, Anna, Holzinger, Andreas
Published in Information sciences (01.01.2024)
Published in Information sciences (01.01.2024)
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Journal Article
Community-based participatory design of a community health worker breast cancer training intervention for South Florida Latinx farmworkers
Rodriguez, Natalia M, Casanova, Felicia, Pages, Gabriela, Claure, Layla, Pedreira, Marian, Touchton, Michael, Knaul, Felicia
Published in PloS one (19.10.2020)
Published in PloS one (19.10.2020)
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Journal Article
The Mediating Role of Resilience in the Relationship between Perceived Stress and Mental Health
Lara-Cabrera, Mariela Loreto, Betancort, Moisés, Muñoz-Rubilar, C. Amparo, Rodríguez Novo, Natalia, De las Cuevas, Carlos
Published in International journal of environmental research and public health (16.09.2021)
Published in International journal of environmental research and public health (16.09.2021)
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Journal Article
One-step lignocellulose depolymerization and saccharification to high sugar yield and less condensed isolated lignin
Sadula, Sunitha, Rodriguez Quiroz, Natalia, Athaley, Abhay, Ebikade, Elvis Osamudiamhen, Ierapetritou, Marianthi, Vlachos, Dionisios G, Saha, Basudeb
Published in Green chemistry : an international journal and green chemistry resource : GC (15.02.2021)
Published in Green chemistry : an international journal and green chemistry resource : GC (15.02.2021)
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Journal Article
EXplainable Neural-Symbolic Learning (X-NeSyL) methodology to fuse deep learning representations with expert knowledge graphs: The MonuMAI cultural heritage use case
Díaz-Rodríguez, Natalia, Lamas, Alberto, Sanchez, Jules, Franchi, Gianni, Donadello, Ivan, Tabik, Siham, Filliat, David, Cruz, Policarpo, Montes, Rosana, Herrera, Francisco
Published in Information fusion (01.03.2022)
Published in Information fusion (01.03.2022)
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Journal Article
Leveraging COVID-era innovation for cervical cancer screening: Clinician awareness and attitudes toward self-sampling and rapid testing for HPV detection
Rodriguez, Natalia M, Brennan, Luke P, Claure, Layla, Balian, Lara N, Champion, Victoria L, Forman, Michele R
Published in PloS one (09.03.2023)
Published in PloS one (09.03.2023)
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Journal Article