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N

Natalia Díaz-Rodríguez

department of computer science and artificial intelligence

30H指数
117论文数
1.3W被引数
收录论文 25
发表时间
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CUBIC: Unsupervised Detection of Conceptual Biases via Vision-Language EmbeddingsCUBIC：通过视觉-语言嵌入进行概念偏见的无监督检测
errInformation Systems Frontiers
IF8.3
err2025-12-08
err0
PREAI
errDavid Méndez; Gianpaolo Bontempo; Elisa Ficarra; Roberto Confalonieri; Natalia Díaz-Rodríguez
err分享
err收藏
On the disagreement problem in Human-in-the-Loop federated machine learning关于人机协同联邦机器学习中的分歧问题
errJOURNAL OF INDUSTRIAL INFORMATION INTEGRATION
IF11.6
err2025-05-01
err0
errOAAI
errHuelser, Matthias; Mueller, Heimo; Diaz-Rodriguez, Natalia; Holzinger, Andreas
err分享
err收藏
A Practical Tutorial on Explainable AI Techniques关于可解释的AI技术的实用教程
errACM COMPUTING SURVEYS
IF28
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
err分享
err收藏
Generating Physically-Consistent Satellite Imagery for Climate Visualizations
errIEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
IF8.6
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
err分享
err收藏
Explainable Artificial Intelligence (XAI): What we know and what is left to attain Trustworthy Artificial Intelligence可解释的人工智能 (XAI): 我们所知道的和剩下的什么来获得值得信赖的人工智能
errINFORMATION FUSION
IF15.5
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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err收藏
Connecting the dots in trustworthy Artificial Intelligence: From AI principles, ethics, and key requirements to responsible AI systems and regulation连接值得信赖的人工智能中的点: 从AI原则，道德和关键要求到负责任的AI系统和法规
errINFORMATION FUSION
IF15.5
err2023-11-01
err79
errOAAI
errDiaz-Rodriguez, Natalia; Del Ser, Javier; Coeckelbergh, Mark; de Prado, Marcos Lopez; Herrera-Viedma, Enrique; Herrera, Francisco
err分享
err收藏
Using Curiosity for an Even Representation of Tasks in Continual Offline Reinforcement Learning
errCOGNITIVE COMPUTATION
IF4.3
err2023-10-28
err2
PREAI
errPathmanathan, Pankayaraj; Diaz-Rodriguez, Natalia; Del Ser, Javier
err分享
err收藏
Responsible and human centric AI-based insurance advisors负责任且以人为中心的基于AI的保险顾问
errINFORMATION PROCESSING & MANAGEMENT
IF6.9
err2023-05-01
err10
PREAI
errPisoni, Galena; Diaz-Rodriguez, Natalia
err分享
err收藏
Gender and sex bias in COVID-19 epidemiological data through the lens of causality
errINFORMATION PROCESSING & MANAGEMENT
IF6.9
err2023-05-01
err10
errOAAI
errDiaz-Rodriguez, Natalia; Binkyte, Ruta; Bakkali, Wafae; Bookseller, Sannidhi; Tubaro, Paola; Bacevicius, Andrius; Zhioua, Sami; Chatila, Raja
err分享
err收藏
Towards a more efficient computation of individual attribute and policy contribution for post-hoc explanation of cooperative multi-agent systems using Myerson values
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2023-01-01
err7
errOAAI
errAngelotti, Giorgio; Diaz-Rodriguez, Natalia
err分享
err收藏
Greybox XAI: A Neural-Symbolic learning framework to produce interpretable predictions for image classificationGreybox XAI: 一个神经符号学习框架，用于生成可解释的图像分类预测
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2022-12-01
err14
errOAAI
errBennetot, Adrien; Franchi, Gianni; Del Ser, Javier; Chatila, Raja; Diaz-Rodriguez, Natalia
err分享
err收藏
Explaining Aha! moments in artificial agents through IKE-XAI: Implicit Knowledge Extraction for eXplainable AI解释啊哈!通过ike-xai在人工智能中的时刻: 可解释AI的隐式知识提取
errNEURAL NETWORKS
IF6.3
err2022-11-01
err11
errOAAI
errKaadoud, Ikram Chraibi; Bennetot, Adrien; Mawhin, Barbara; Charisi, Vicky; Diaz-Rodriguez, Natalia
err分享
err收藏
Information fusion as an integrative cross-cutting enabler to achieve robust, explainable, and trustworthy medical artificial intelligence信息融合作为一个综合的交叉推动者，以实现强大的，可解释的，值得信赖的医疗人工智能
errINFORMATION FUSION
IF15.5
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
err分享
err收藏
EXplainable Neural-Symbolic Learning (X-NeSyL) methodology to fuse deep learning representations with expert knowledge graphs: The MonuMAI cultural heritage use case可解释的神经符号学习 (x-nesyl) 方法将深度学习表示与专家知识图融合在一起: MonuMAI文化遗产用例
errINFORMATION FUSION
IF15.5
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
err分享
err收藏
Collective eXplainable AI: Explaining Cooperative Strategies and Agent Contribution in Multiagent Reinforcement Learning With Shapley Values
errIEEE COMPUTATIONAL INTELLIGENCE MAGAZINE
IF11.2
err2022-02-01
err35
errOAAI
errHeuillet, Alexandre; Couthouis, Fabien; Diaz-Rodriguez, Natalia
err分享
err收藏
OG-SGG: Ontology-Guided Scene Graph Generation-A Case Study in Transfer Learning for Telepresence Robotics
errIEEE ACCESS
IF3.6
err2022-01-01
err7
errOAAI
errAmodeo, Fernando; Caballero, Fernando; Diaz-Rodriguez, Natalia; Merino, Luis
err分享
err收藏
Explainability in deep reinforcement learning深度强化学习中的可解释性
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2021-02-01
err183
errOAAI
errHeuillet, Alexandre; Couthouis, Fabien; Diaz-Rodriguez, Natalia
err分享
err收藏
Continual learning for robotics: Definition, framework, learning strategies, opportunities and challenges机器人持续学习: 定义、框架、学习策略、机遇与挑战
errINFORMATION FUSION
IF15.5
err2020-06-01
err260
errOAAI
errLesort, Timothee; Lomonaco, Vincenzo; Stoian, Andrei; Maltoni, Davide; Filliat, David; Diaz-Rodriguez, Natalia
err分享
err收藏
Explainable Artificial Intelligence (XAI): Concepts, taxonomies, opportunities and challenges toward responsible AI可解释人工智能 (XAI): 负责任人工智能的概念、分类、机遇和挑战
errINFORMATION FUSION
IF15.5
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
err分享
err收藏
Computing optimal shortcuts for networks
errEUROPEAN JOURNAL OF OPERATIONAL RESEARCH
IF6
err2019-11-01
err2
errOAAI
errGarijo, Delia; Marquez, Alberto; Rodriguez, Natalia; Silveira, Rodrigo, I
err分享
err收藏

研究方向

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合作学者
合作期刊
F
Francisco Herrera
H 指数: 169 · 论文数: 1.3K
E
Enrique Herrera‐Viedma
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I
Igor Jurišica
H 指数: 79 · 论文数: 757
A
Andreas Holzinger
H 指数: 79 · 论文数: 810
S
Salvador García
H 指数: 61 · 论文数: 300
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