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Natalia Díaz-Rodríguez

department of computer science and artificial intelligence

30H-index
117Paper Count
1.3WCitation Count
Published Papers 25
Publication Date
CUBIC: Unsupervised Detection of Conceptual Biases via Vision-Language Embeddings
err2025-12-08
err0
PREAI
errDavid Méndez; Gianpaolo Bontempo; Elisa Ficarra; Roberto Confalonieri; Natalia Díaz-Rodríguez
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On the disagreement problem in Human-in-the-Loop federated machine learning
err2025-05-01
err0
errOAAI
errHuelser, Matthias; Mueller, Heimo; Diaz-Rodriguez, Natalia; Holzinger, Andreas
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A Practical Tutorial on Explainable AI Techniques
err2024-11-07
err1
errOAAI
errBennetot, Adrien; Donadello, Ivan; Haouari, Ayoub el qadi el; Dragoni, Mauro; Frossard, Thomas; Wagner, Benedikt; Sarranti, Anna; Tulli, Silvia; Trocan, Maria; Chatila, Raja; Holzinger, Andreas; Garcez, Artur d'avila; Diaz-rodriguez, Natalia
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Generating Physically-Consistent Satellite Imagery for Climate Visualizations
err2024-01-01
err0
PREAI
errLutjens, Bjorn; Leshchinskiy, Brandon; Boulais, Oceane; Chishtie, Farrukh; Diaz-Rodriguez, Natalia; Masson-Forsythe, Margaux; Mata-Payerro, Ana; Requena-Mesa, Christian; Sankaranarayanan, Aruna; Pina, Aaron; Gal, Yarin; Raissi, Chedy; Lavin, Alexander; Newman, Dava
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Explainable Artificial Intelligence (XAI): What we know and what is left to attain Trustworthy Artificial Intelligence
err2023-11-01
err290
errOAAI
errAli, Sajid; Abuhmed, Tamer; El-Sappagh, Shaker; Muhammad, Khan; Alonso-Moral, Jose M.; Confalonieri, Roberto; Guidotti, Riccardo; Del Ser, Javier; Diaz-Rodriguez, Natalia; Herrera, Francisco
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Connecting the dots in trustworthy Artificial Intelligence: From AI principles, ethics, and key requirements to responsible AI systems and regulation
err2023-11-01
err79
errOAAI
errDiaz-Rodriguez, Natalia; Del Ser, Javier; Coeckelbergh, Mark; de Prado, Marcos Lopez; Herrera-Viedma, Enrique; Herrera, Francisco
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Using Curiosity for an Even Representation of Tasks in Continual Offline Reinforcement Learning
err2023-10-28
err2
PREAI
errPathmanathan, Pankayaraj; Diaz-Rodriguez, Natalia; Del Ser, Javier
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Gender and sex bias in COVID-19 epidemiological data through the lens of causality
err2023-05-01
err10
errOAAI
errDiaz-Rodriguez, Natalia; Binkyte, Ruta; Bakkali, Wafae; Bookseller, Sannidhi; Tubaro, Paola; Bacevicius, Andrius; Zhioua, Sami; Chatila, Raja
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Greybox XAI: A Neural-Symbolic learning framework to produce interpretable predictions for image classification
err2022-12-01
err14
errOAAI
errBennetot, Adrien; Franchi, Gianni; Del Ser, Javier; Chatila, Raja; Diaz-Rodriguez, Natalia
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Explaining Aha! moments in artificial agents through IKE-XAI: Implicit Knowledge Extraction for eXplainable AI
err2022-11-01
err11
errOAAI
errKaadoud, Ikram Chraibi; Bennetot, Adrien; Mawhin, Barbara; Charisi, Vicky; Diaz-Rodriguez, Natalia
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Information fusion as an integrative cross-cutting enabler to achieve robust, explainable, and trustworthy medical artificial intelligence
err2022-03-01
err114
errOAAI
errHolzinger, Andreas; Dehmer, Matthias; Emmert-Streib, Frank; Cucchiara, Rita; Augenstein, Isabelle; Del Ser, Javier; Samek, Wojciech; Jurisica, Igor; Diaz-Rodriguez, Natalia
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EXplainable Neural-Symbolic Learning (X-NeSyL) methodology to fuse deep learning representations with expert knowledge graphs: The MonuMAI cultural heritage use case
err2022-03-01
err47
errOAAI
errDiaz-Rodriguez, Natalia; Lamas, Alberto; Sanchez, Jules; Franchi, Gianni; Donadello, Ivan; Tabik, Siham; Filliat, David; Cruz, Policarpo; Montes, Rosana; Herrera, Francisco
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OG-SGG: Ontology-Guided Scene Graph Generation-A Case Study in Transfer Learning for Telepresence Robotics
err2022-01-01
err7
errOAAI
errAmodeo, Fernando; Caballero, Fernando; Diaz-Rodriguez, Natalia; Merino, Luis
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Explainability in deep reinforcement learning
err2021-02-01
err183
errOAAI
errHeuillet, Alexandre; Couthouis, Fabien; Diaz-Rodriguez, Natalia
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Continual learning for robotics: Definition, framework, learning strategies, opportunities and challenges
err2020-06-01
err260
errOAAI
errLesort, Timothee; Lomonaco, Vincenzo; Stoian, Andrei; Maltoni, Davide; Filliat, David; Diaz-Rodriguez, Natalia
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Explainable Artificial Intelligence (XAI): Concepts, taxonomies, opportunities and challenges toward responsible AI
err2020-06-01
err3.9K
errOAAI
errBarredo Arrieta, Alejandro; Diaz-Rodriguez, Natalia; Del Ser, Javier; Bennetot, Adrien; Tabik, Siham; Barbado, Alberto; Garcia, Salvador; Gil-Lopez, Sergio; Molina, Daniel; Benjamins, Richard; Chatila, Raja; Herrera, Francisco
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Computing optimal shortcuts for networks
err2019-11-01
err2
errOAAI
errGarijo, Delia; Marquez, Alberto; Rodriguez, Natalia; Silveira, Rodrigo, I
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