natalia-diaz

Natalia Díaz Rodríguez

Category

PhD

Contact

ndiaz@decsa3s5EMMK@Vg79i.ugr.es

Organization

UGR

Researcher Profile

Total From 2016:
Citas Total: 2821 From 2016: 2719
Índice H Total: 20 From 2016: 19
Índice i10 Total: 25 From 2016: 25

Papers (65)

Title Authors Year
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
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
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
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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