Natalia Díaz Rodríguez
Contacto
ndiaz@Yjxmq0y1decsai.ugr.es
Organismo
UGRResearcher Profile
Total | Desde 2019: | |
---|---|---|
Citas | Total: 13317 | Desde 2019: 12874 |
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 |
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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