natalia-diaz

Líneas de investigación

Natalia Díaz Rodríguez

Contacto

ndiazNsi1d1fo@decsai.ugr.es

Organismo

UGR

Líneas de investigación


Researcher Profile

Total Desde 2019:
Citas Total: 13567 Desde 2019: 13123
Índice H Total: 33 Desde 2019: 29
Índice i10 Total: 54 Desde 2019: 49

Publicaciones (89)

Título Autores Año
Uso responsable de la Inteligencia Artificial Generativa. Su utilidad empresarial y su enfoque en modelos de lenguaje de gran escala (LLM). W COTEC. 2024
Generating Physically-Consistent Satellite Imagery for Climate Visualizations. DN Born Lutjens, Brandon Leshchinskiy, Océane Boulais, Farrukh Chishtie .... 2024
Generating Physically-Consistent Satellite Imagery for Climate Visualizations B Lütjens, B Leshchinskiy, O Boulais, F Chishtie, N Díaz-Rodríguez, .... 2024
Gender and sex bias in COVID-19 epidemiological data through the lenses of causality N Díaz-Rodríguez, R Binkytė, W Bakkali, S Bookseller, P Tubaro, .... 2023
Responsible and human centric AI-based insurance advisors G Pisoni, N Díaz-Rodríguez. 2023
Explainable Artificial Intelligence (XAI): What we know and what is left to attain Trustworthy Artificial Intelligence S Ali, T Abuhmed, S El-Sappagh, K Muhammad, JM Alonso-Moral, .... 2023
Connecting the Dots in Trustworthy Artificial Intelligence: From AI Principles, Ethics, and Key Requirements to Responsible AI Systems and Regulation N Díaz-Rodríguez, J Del Ser, M Coeckelbergh, ML de Prado, .... 2023
Ontologies4SDGs: un repositorio abierto de recursos didácticos para la enseñanza de inteligencia artificial simbólica alineando objetivos docentes con los Objetivos de … NA Díaz Rodríguez, IJ Pérez, J Gómez Romero, JL Castro Peña, I Bloch. 2023
Gender and sex bias in COVID-19 epidemiological data through the lens of causality N Díaz-Rodríguez, R Binkytė, W Bakkali, S Bookseller, P Tubaro, .... 2023
Credit Risk Scoring Using a Data Fusion Approach A El-Qadi, M Trocan, P Conde-Cespedes, T Frossard, N Díaz-Rodríguez. 2023
Using Curiosity for an Even Representation of Tasks in Continual Offline Reinforcement Learning P Pathmanathan, N Díaz-Rodríguez, J Del Ser. 2023
On Generating Trustworthy Counterfactual Explanations J Del Ser, A Barredo-Arrieta, N Díaz-Rodríguez, F Herrera, A Saranti, .... 2023
Feature contribution alignment with expert knowledge for artificial intelligence credit scoring (May, 10.1007/s11760-022-02239-7, 2022) A El Qadi, M Trocan, N Diaz-Rodriguez, T Frossard. 2023
OG-SGG: Ontology-Guided Scene Graph Generation. A Case Study in Transfer Learning for Telepresence Robotics F Amodeo, F Caballero, N Díaz-Rodríguez, L Merino. 2022
Exploring the Trade-off between Plausibility, Change Intensity and Adversarial Power in Counterfactual Explanations using Multi-objective Optimization J Del Ser, A Barredo-Arrieta, N Díaz-Rodríguez, F Herrera, A Holzinger. 2022
On Children’s Exploration, Aha! Moments and Explanations in Model Building for Self-Regulated Problem-Solving V Charisi, N Díaz-Rodríguez, B Mawhin, L Merino. 2022
Explaining Aha! moments in artificial agents through IKE-XAI: Implicit Knowledge Extraction for eXplainable AI IC Kaadoud, A Bennetot, B Mawhin, V Charisi, N Díaz-Rodríguez. 2022
Feature contribution alignment with expert knowledge for artificial intelligence credit scoring A El Qadi, M Trocan, N Díaz-Rodríguez, T Frossard. 2022
Capabilities, Limitations and Challenges of Style Transfer with CycleGANs: A Study on Automatic Ring Design Generation T Cabezon Pedroso, JD Ser, N Díaz-Rodríguez. 2022
Greybox XAI: a Neural-Symbolic learning framework to produce interpretable predictions for image classification A Bennetot, G Franchi, J Del Ser, R Chatila, N Díaz-Rodríguez. 2022
PLENARY: Explaining black-box models in natural language through fuzzy linguistic summaries K Kaczmarek-Majer, G Casalino, G Castellano, M Dominiak, O Hryniewicz, .... 2022
Credit Risk Scoring Forecasting Using a Time Series Approach A El-Qadi, M Trocan, T Frossard, N Díaz-Rodríguez. 2022
Towards a more efficient computation of individual attribute and policy contribution for post-hoc explanation of cooperative multi-agent systems using Myerson values G Angelotti, N Díaz-Rodríguez. 2022
Sectorial Analysis Impact on the Development of Credit Scoring Machine Learning Models A El-Qadi, M Trocan, T Frossard, N Díaz-Rodríguez. 2022
OG-SGG: Ontology-Guided Scene Graph Generation—A Case Study in Transfer Learning for Telepresence Robotics F Amodeo, F Caballero, N Díaz-Rodríguez, L Merino. 2022
OG-SGG: Ontology-Guided Scene Graph Generation-A Case Study in Transfer Learning for Telepresence Robotics F Amodeo Zurbano, F Caballero Benítez, N Díaz-Rodríguez, .... 2022
EXplainable Neural-Symbolic Learning (X-NeSyL) methodology to fuse deep learning representations with expert knowledge graphs: the MonuMAI cultural heritage use case N Díaz-Rodríguez, A Lamas, J Sanchez, G Franchi, I Donadello, S Tabik, .... 2021
Explainability in Deep Reinforcement Learning A Heuillet, F Couthouis, N Díaz-Rodríguez. 2021
Explainable Artificial Intelligence (XAI) on TimeSeries Data: A Survey T Rojat, R Puget, D Filliat, J Del Ser, R Gelin, N Díaz-Rodríguez. 2021
Human-Centred Artificial Intelligence for Designing Accessible Cultural Heritage G Pisoni, N Díaz-Rodríguez, H Gijlers, L Tonolli. 2021
Physically-Consistent Generative Adversarial Networks for Coastal Flood Visualization B Lütjens, B Leshchinskiy, C Requena-Mesa, F Chishtie, .... 2021
Efficient State Representation Learning for Dynamic Robotic Scenarios Z Chen, L Gong, T Sun, B Chen, S Xie, D Filliat, N Díaz-Rodríguez. 2021
Questioning causality on sex, gender and COVID-19, and identifying bias in large-scale data-driven analyses: the Bias Priority Recommendations and Bias Catalog for Pandemics N Díaz-Rodríguez, R Binkytė-Sadauskienė, W Bakkali, S Bookseller, .... 2021
Explaining Credit Risk Scoring through Feature Contribution Alignment with Expert Risk Analysts AE Qadi, N Diaz-Rodriguez, M Trocan, T Frossard. 2021
Collective eXplainable AI: Explaining Cooperative Strategies and Agent Contribution in Multiagent Reinforcement Learning with Shapley Values A Heuillet, F Couthouis, N Díaz-Rodríguez. 2021
Explainable Artificial Intelligence (XAI) on Time Series Data: A Survey T Rojat, R Puget, D Filliat, J Del Ser, R Gelin, N Díaz-Rodríguez. 2021
Information fusion as an integrative cross-cutting enabler to achieve robust, explainable, and trustworthy medical artificial intelligence A Holzinger, M Dehmer, F Emmert-Streib, N Díaz-Rodríguez, R Cucchiara, .... 2021
A Practical Tutorial on Explainable AI Techniques A Bennetot, I Donadello, AE Qadi, M Dragoni, T Frossard, B Wagner, .... 2021
Human-Centered Artificial Intelligence for Designing Accessible Cultural Heritage G Pisoni, N Díaz-Rodríguez, H Gijlers, L Tonolli. 2021
A Practical guide on Explainable AI Techniques applied on Biomedical use case applications A Bennetot, I Donadello, A El Qadi, M Dragoni, T Frossard, B Wagner, .... 2021
POAR: Efficient Policy Optimization via Online Abstract State Representation Learning Z Chen, S Fan, Y Tan, L Gong, B Chen, T Sun, D Filliat, N Díaz-Rodríguez, .... 2021
Accessible Cultural Heritage through Explainable Artificial Intelligence N Diaz-Rodriguez, G Pisoni. 2020
DREAM Architecture: a Developmental Approach to Open-Ended Learning in Robotics S Doncieux, N Bredeche, LL Goff, B Girard, A Coninx, O Sigaud, .... 2020
Egoshots, an ego-vision life-logging dataset and semantic fidelity metric to evaluate diversity in image captioning models P Agarwal, A Betancourt, V Panagiotou, N Díaz-Rodríguez. 2020
Should artificial agents ask for help in human-robot collaborative problem-solving? A Bennetot, V Charisi, N Díaz-Rodríguez. 2020
Interdisciplinary Research in Artificial Intelligence: Challenges and Opportunities R Kusters, D Misevic, H Berry, A Cully, Y Le Cunff, L Dandoy, .... 2020
Physics-informed GANs for coastal flood visualization B Lütjens, B Leshchinskiy, C Requena-Mesa, F Chishtie, .... 2020
Demonstration Guided Actor-Critic Deep Reinforcement Learning for Fast Teaching of Robots in Dynamic Environments L Gong, T Sun, X Li, K Lin, N Díaz-Rodríguez, D Filliat, Z Zhang, J Zhang. 2020
Explainable Artificial Intelligence (XAI): Concepts, Taxonomies, Opportunities and Challenges toward Responsible AI AB Arrieta, N Díaz-Rodríguez, J Del Ser, A Bennetot, S Tabik, A Barbado, .... 2019
Continual Learning for Robotics: Definition, Framework, Learning Strategies, Opportunities and Challenges T Lesort, V Lomonaco, A Stoian, D Maltoni, D Filliat, N Díaz-Rodríguez. 2019
Decoupling feature extraction from policy learning: assessing benefits of state representation learning in goal based robotics A Raffin, A Hill, R Traoré, T Lesort, N Díaz-Rodríguez, D Filliat. 2019
DisCoRL: Continual Reinforcement Learning via Policy Distillation R Traoré, H Caselles-Dupré, T Lesort, T Sun, G Cai, N Díaz-Rodríguez, .... 2019
Towards Explainable Neural-Symbolic Visual Reasoning A Bennetot, JL Laurent, R Chatila, N Díaz-Rodríguez. 2019
Extending Knowledge Graphs with Subjective Influence Networks for Personalized Fashion K Bollacker, N Díaz-Rodríguez, X Li. 2019
Deep unsupervised state representation learning with robotic priors: a robustness analysis T Lesort, M Seurin, X Li, N Díaz-Rodríguez, D Filliat. 2019
Continual reinforcement learning deployed in real-life using policy distillation and sim2real transfer RT Kalifou, H Caselles-Dupré, T Lesort, T Sun, N Diaz-Rodriguez, D Filliat. 2019
RDF Stores for Enhanced Living Environments: An Overview P Karvinen, N Díaz-Rodríguez, S Grönroos, J Lilius. 2019
State representation learning for control: An overview T Lesort, N Díaz-Rodríguez, JF Goudou, D Filliat. 2018
Don't forget, there is more than forgetting: new metrics for Continual Learning N Díaz-Rodríguez, V Lomonaco, D Filliat, D Maltoni. 2018
Open-ended learning: a conceptual framework based on representational redescription S Doncieux, D Filliat, N Díaz-Rodríguez, T Hospedales, R Duro, A Coninx, .... 2018
S-RL Toolbox: Environments, Datasets and Evaluation Metrics for State Representation Learning A Raffin, A Hill, R Traoré, T Lesort, N Díaz-Rodríguez, D Filliat. 2018
Datil: Learning Fuzzy Ontology Datatypes I Huitzil, U Straccia, N Diaz-Rodriguez, F Bobillo. 2018
Intelligent drone swarm for search and rescue operations at sea V Lomonaco, A Trotta, M Ziosi, JDDY Avila, N Díaz-Rodríguez. 2018
An Ontology for Wearables Data Interoperability and Ambient Assisted Living Application Development N Díaz-Rodríguez, S Grönroos, F Wickström, J Lilius, H Eertink, A Braun, .... 2018
Symbolic Artificial Intelligence ND Rodríguez. 2018
Don't forget, there is more than forgetting: new metrics for Continual Learning N Díaz-Rodríguez, V Lomonaco, D Filliat, D Maltoni. 2018
Don't forget, there is more than forgetting: new metrics for Continual Learning N Díaz-Rodríguez, V Lomonaco, D Filliat, D Maltoni. 2018
Don't forget, there is more than forgetting: new metrics for Continual Learning N Díaz-Rodríguez, V Lomonaco, D Filliat, D Maltoni. 2018
Don't forget, there is more than forgetting: new metrics for Continual Learning N Díaz-Rodríguez, V Lomonaco, D Filliat, D Maltoni. 2018
Don't forget, there is more than forgetting: new metrics for Continual Learning N Díaz-Rodríguez, V Lomonaco, D Filliat, D Maltoni. 2018
Don't forget, there is more than forgetting: new metrics for Continual Learning N Díaz-Rodríguez, V Lomonaco, D Filliat, D Maltoni. 2018
Don't forget, there is more than forgetting: new metrics for Continual Learning N Díaz-Rodríguez, V Lomonaco, D Filliat, D Maltoni. 2018
Don't forget, there is more than forgetting: new metrics for Continual Learning N Díaz-Rodríguez, V Lomonaco, D Filliat, D Maltoni. 2018
Don't forget, there is more than forgetting: new metrics for Continual Learning N Díaz-Rodríguez, V Lomonaco, D Filliat, D Maltoni. 2018
Don't forget, there is more than forgetting: new metrics for Continual Learning N Díaz-Rodríguez, V Lomonaco, D Filliat, D Maltoni. 2018
Don't forget, there is more than forgetting: new metrics for Continual Learning N Díaz-Rodríguez, V Lomonaco, D Filliat, D Maltoni. 2018
Don't forget, there is more than forgetting: new metrics for Continual Learning N Díaz-Rodríguez, V Lomonaco, D Filliat, D Maltoni. 2018
Don't forget, there is more than forgetting: new metrics for Continual Learning N Díaz-Rodríguez, V Lomonaco, D Filliat, D Maltoni. 2018
Don't forget, there is more than forgetting: new metrics for Continual Learning N Díaz-Rodríguez, V Lomonaco, D Filliat, D Maltoni. 2018
Don't forget, there is more than forgetting: new metrics for Continual Learning N Díaz-Rodríguez, V Lomonaco, D Filliat, D Maltoni. 2018
Don't forget, there is more than forgetting: new metrics for Continual Learning N Díaz-Rodríguez, V Lomonaco, D Filliat, D Maltoni. 2018
Don't forget, there is more than forgetting: new metrics for Continual Learning N Díaz-Rodríguez, V Lomonaco, D Filliat, D Maltoni. 2018
Don't forget, there is more than forgetting: new metrics for Continual Learning N Díaz-Rodríguez, V Lomonaco, D Filliat, D Maltoni. 2018
Don't forget, there is more than forgetting: new metrics for Continual Learning N Díaz-Rodríguez, V Lomonaco, D Filliat, D Maltoni. 2018
Don't forget, there is more than forgetting: new metrics for Continual Learning N Díaz-Rodríguez, V Lomonaco, D Filliat, D Maltoni. 2018
Don't forget, there is more than forgetting: new metrics for Continual Learning N Díaz-Rodríguez, V Lomonaco, D Filliat, D Maltoni. 2018
Don't forget, there is more than forgetting: new metrics for Continual Learning N Díaz-Rodríguez, V Lomonaco, D Filliat, D Maltoni. 2018
Don't forget, there is more than forgetting: new metrics for Continual Learning N Díaz-Rodríguez, V Lomonaco, D Filliat, D Maltoni. 2018
Don't forget, there is more than forgetting: new metrics for Continual Learning N Díaz-Rodríguez, V Lomonaco, D Filliat, D Maltoni. 2018
Don't forget, there is more than forgetting: new metrics for Continual Learning N Díaz-Rodríguez, V Lomonaco, D Filliat, D Maltoni. 2018
Don't forget, there is more than forgetting: new metrics for Continual Learning N Díaz-Rodríguez, V Lomonaco, D Filliat, D Maltoni. 2018
Don't forget, there is more than forgetting: new metrics for Continual Learning N Díaz-Rodríguez, V Lomonaco, D Filliat, D Maltoni. 2018
Don't forget, there is more than forgetting: new metrics for Continual Learning N Díaz-Rodríguez, V Lomonaco, D Filliat, D Maltoni. 2018
Don't forget, there is more than forgetting: new metrics for Continual Learning N Díaz-Rodríguez, V Lomonaco, D Filliat, D Maltoni. 2018
Don't forget, there is more than forgetting: new metrics for Continual Learning N Díaz-Rodríguez, V Lomonaco, D Filliat, D Maltoni. 2018
Don't forget, there is more than forgetting: new metrics for Continual Learning N Díaz-Rodríguez, V Lomonaco, D Filliat, D Maltoni. 2018
Don't forget, there is more than forgetting: new metrics for Continual Learning N Díaz-Rodríguez, V Lomonaco, D Filliat, D Maltoni. 2018
Don't forget, there is more than forgetting: new metrics for Continual Learning N Díaz-Rodríguez, V Lomonaco, D Filliat, D Maltoni. 2018
Don't forget, there is more than forgetting: new metrics for Continual Learning N Díaz-Rodríguez, V Lomonaco, D Filliat, D Maltoni. 2018
Don't forget, there is more than forgetting: new metrics for Continual Learning N Díaz-Rodríguez, V Lomonaco, D Filliat, D Maltoni. 2018
Don't forget, there is more than forgetting: new metrics for Continual Learning N Díaz-Rodríguez, V Lomonaco, D Filliat, D Maltoni. 2018
Don't forget, there is more than forgetting: new metrics for Continual Learning N Díaz-Rodríguez, V Lomonaco, D Filliat, D Maltoni. 2018
Don't forget, there is more than forgetting: new metrics for Continual Learning N Díaz-Rodríguez, V Lomonaco, D Filliat, D Maltoni. 2018
Don't forget, there is more than forgetting: new metrics for Continual Learning N Díaz-Rodríguez, V Lomonaco, D Filliat, D Maltoni. 2018
Don't forget, there is more than forgetting: new metrics for Continual Learning N Díaz-Rodríguez, V Lomonaco, D Filliat, D Maltoni. 2018
Don't forget, there is more than forgetting: new metrics for Continual Learning N Díaz-Rodríguez, V Lomonaco, D Filliat, D Maltoni. 2018
Don't forget, there is more than forgetting: new metrics for Continual Learning N Díaz-Rodríguez, V Lomonaco, D Filliat, D Maltoni. 2018
Don't forget, there is more than forgetting: new metrics for Continual Learning N Díaz-Rodríguez, V Lomonaco, D Filliat, D Maltoni. 2018
Unsupervised state representation learning with robotic priors: a robustness analysis T Lesort, M Seurin, X Li, N Díaz-Rodríguez, D Filliat. 2017
Physical activity among children: objective measurements using Fitbit One® and ActiGraph L Hamari, T Kullberg, J Ruohonen, OJ Heinonen, N Díaz-Rodríguez, .... 2017
Unsupervised understanding of location and illumination changes in egocentric videos A Betancourt, N Díaz-Rodríguez, E Barakova, L Marcenaro, M Rauterberg, .... 2017
Couch potato or gym addict? Semantic lifestyle profiling with wearables and fuzzy knowledge graphs N Diaz Rodriguez, A Härmä, R Helaoui, I Huitzil, F Bobillo, U Straccia. 2017
A semantic security framework and context-aware role-based access control ontology for smart spaces S Hosseinzadeh, S Virtanen, N Díaz-Rodríguez, J Lilius. 2016
Validation Techniques for Sensor Data in Mobile Health Applications IM Pires, NM Garcia, N Pombo, F Flórez-Revuelta, N Díaz-Rodríguez. 2016
Semantic and fuzzy modelling for human behaviour recognition in smart spaces: A case study on ambient assisted living ND Rodríguez. 2016
Beyond Clothing Ontologies: Modeling Fashion with Subjective Influence Networks K Bollacker, N Díaz-Rodríguez, X Li. 2016
Medicine Tray Design and Security for Medication Administration Processes at Hospital Wards R Pradhan, N Díaz Rodríguez, R Danielsson-Ojala, H Pirinen, L Hamari, .... 2016
Registered Nurses’ Experiences with the Medication Administration Process H Pirinen, L Kauhanen, R Danielsson-Ojala, J Lilius, I Tuominen, .... 2015
Semantic and fuzzy modelling for human behaviour recognition in smart spaces: a case study on ambient assisted living. NA Díaz Rodríguez. 2015
Smart Dosing: A mobile application for tracking the medication tray-filling and dispensation processes in hospital wards. NA Khan, ND Rodríguez, R Danielsson-Ojala, H Pirinen, L Kauhanen, .... 2015
Smart Dosing: A mobile application for tracking the medication tray-filling and dispensation processes in hospital wards NA Khan, N Díaz Rodríguez, R Danielsson-Ojala, H Pirinen, L Kauhanen, .... 2015
A survey on ontologies for human behavior recognition ND Rodríguez, MP Cuéllar, J Lilius, MD Calvo-Flores. 2014
A fuzzy ontology for semantic modelling and recognition of human behaviour ND Rodríguez, MP Cuéllar, J Lilius, MD Calvo-Flores. 2014
Handling Real-World Context Awareness, Uncertainty and Vagueness in Real-Time Human Activity Tracking and Recognition with a Fuzzy Ontology-Based Hybrid Method N Díaz-Rodríguez, OL Cadahía, MP Cuéllar, J Lilius, MD Calvo-Flores. 2014
Can IT health-care applications improve the medication tray-filling process at hospital wards? An exploratory study using eye-tracking and stress response ND Rodríguez, J Lilius, S Björklund, J Majors, K Rautanen, .... 2014
Erratum to: Exploiting smart spaces for interactive TV applications development MM Saleemi, ND Rodríguez, J Lilius. 2014
Understanding movement and interaction: an ontology for Kinect-based 3D depth sensors ND Rodríguez, R Wikström, J Lilius, MP Cuéllar, MDC Flores. 2013
Extending Semantic Web Tools for Improving Smart Spaces Interoperability and Usability ND Rodríguez, J Lilius, MP Cuéllar, MD Calvo-Flores. 2013
An approach to improve semantics in Smart Spaces using reactive fuzzy rules ND Rodríguez, J Lilius, MP Cuéllar, MD Calvo-Flores. 2013
A scalable distributed M3 platform on a low-power cluster A Berg, P Karvinen, S Grönroos, F Wickström, ND Rodríguez, .... 2013
Rapid prototyping of semantic applications in smart spaces with a visual rule language ND Rodríguez, J Lilius, M Pegalajar Cuéllar, M Delgado Calvo-Flores. 2013
M3 interoperability for remote rehabilitation with kinect ND Rodríguez, S Grönroos, F Wickström, P Karvinen, A Berg, .... 2013
Ontology Driven Smart Space Application Development MM Saleemi, N Díaz Rodríguez, E Suenson, J Lilius, I Porres. 2012
A framework for context-aware applications for smart spaces MM Saleemi, ND Rodríguez, J Lilius, I Porres. 2011
Programming biomedical smart space applications with BioImageXD and PythonRules ND Rodríguez, P Kankaanpää, MM Saleemi, J Lilius, I Porres. 2011

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