Publications | Natalia Díaz Rodríguez, PhD

State Representation Learning for Control: An Overview

Timothée Lesort, Natalia Díaz-Rodríguez, Jean-François, Filliat, David Goudou

Datil: Learning Fuzzy Ontology Datatypes

Ignacio Huitzil, Umberto Straccia, Natalia Diaz-Rodriguez, Fernando Bobillo

Unsupervised understanding of location and illumination changes in egocentric videos

Alejandro Betancourt, Natalia Díaz-Rodríguez, Emilia Barakova, Lucio Marcenaro, Matthias Rauterberg, Carlo Regazzoni

Unsupervised state representation learning with robotic priors: a robustness benchmark

Timothée Lesort, Mathieu Seurin, Xinrui Li, Natalia Díaz-Rodríguez, David Filliat

Physical activity among children: objective measurements using Fitbit Onetextregistered and ActiGraph

Lotta Hamari, Tiina Kullberg, Jukka Ruohonen, Olli J Heinonen, Natalia Díaz-Rodríguez, Johan Lilius, Anni Pakarinen, Annukka Myllymäki, Ville Leppänen, Sanna Salanterä

Couch potato or gym addict? Semantic lifestyle profiling with wearables and fuzzy knowledge graphs

Natalia Díaz-Rodríguez, Aki Härmä, Rim Helaoui, Ignacio Huitzil, Fernando Bobillo, Umberto Straccia

An Ontology for Wearables Data Interoperability and Ambient Assisted Living Application Development

Natalia Díaz-Rodríguez, Stefan Stefan Gronroos, Frank Wickstrom, Johan Lilius, Henk, Braun, Andreas Eertink, Paul Dillen, James Crowley, Jan Alexandersson

Validation Techniques for Sensor Data in Mobile Health Applications

Ivan Miguel Pires, Nuno M Garcia, Nuno Pombo, Francisco Flórez-Revuelta, Natalia Díaz-Rodríguez

Semantic and Fuzzy Modelling for Human Behaviour Recognition in Smart Spaces: A Case Study on Ambient Assisted Living

N Díaz Rodríguez

Medicine Tray Design and Security for Medication Administration Processes at Hospital Wards

Ranjita Pradhan, Natalia Díaz Rodríguez, Riitta Danielsson-Ojala, Hanna Pirinen, Lotta Hamari, Ilona Tuominen, Sanna Salanterä, Annamari Soini, Johan Lilius

Beyond Clothing Ontologies: Modeling Fashion with Subjective Influence Networks

Kurt Bollacker, Natalia Díaz-Rodríguez, Xian Li

A semantic security framework and context-aware role-based access control ontology for smart spaces

Shohreh Hosseinzadeh, Seppo Virtanen, Natalia Díaz-Rodríguez, Johan Lilius

Don't forget, there is more than forgetting: new metrics for Continual Learning

Natalia Díaz-Rodríguez, Vincenzo Lomonaco, David Filliat, Davide Maltoni

Preprint PDF Project

Smart Dosing: A mobile application for tracking the medication tray-filling and dispensation processes in hospital wards.

Nauman Ahmed Khan, Natalia Díaz Rodríguez, Riitta Danielsson-Ojala, Hanna Pirinen, Lotta Kauhanen, Sanna Salanterä, Joachim Majors, Sebu Björklund, Kimmo Rautanen, Tapio Salakoski, others

Semantic and fuzzy modelling for human behaviour recognition in smart spaces: a case study on ambient assisted living.

Natalia A Díaz Rodríguez

Registered Nurses’ Experiences with the Medication Administration Process

Hanna Pirinen, Lotta Kauhanen, Riitta Danielsson-Ojala, Johan Lilius, Ilona Tuominen, Natalia Díaz Rodríguez, Sanna Salanterä

Handling Real-World Context Awareness, Uncertainty and Vagueness in Real-Time Human Activity Tracking and Recognition with a Fuzzy Ontology-Based Hybrid Method

Natalia Díaz-Rodríguez, Olmo León Cadahía, Manuel Pegalajar Cuéllar, Johan Lilius, Miguel Delgado Calvo-Flores

Erratum to: Exploiting smart spaces for interactive TV applications development

M Mohsin Saleemi, Natalia Díaz Rodríguez, Johan Lilius

Can IT health-care applications improve the medication tray-filling process at hospital wards? An exploratory study using eye-tracking and stress response

Natalia Díaz Rodríguez, Johan Lilius, Sebu Björklund, Joachim Majors, Kimmo Rautanen, Riitta Danielsson-Ojala, Hanna Pirinen, Lotta Kauhanen, Sanna Salanterä, Tapio Salakoski, others

A survey on ontologies for human behavior recognition

Natalia Díaz Rodríguez, MP Cuéllar, Johan Lilius, Miguel Delgado Calvo-Flores

A fuzzy ontology for semantic modelling and recognition of human behaviour

Natalia Díaz Rodríguez, Manuel P Cuéllar, Johan Lilius, Miguel Delgado Calvo-Flores

State Representation Learning for Control: An Overview

Timothée Lesort, Natalia Díaz-Rodríguez, Jean-François Goudou, David Filliat

Preprint PDF Slides Video Custom Link

S-RL Toolbox: Environments, Datasets and Evaluation Metrics for State Representation Learning

Antonin Raffin, Ashley Hill, René Traoré, Timothée Lesort, Natalia Díaz-Rodríguez, David Filliat

Preprint PDF Code Video Custom Link

Understanding movement and interaction: an ontology for Kinect-based 3D depth sensors

Natalia Díaz Rodríguez, Robin Wikström, Johan Lilius, Manuel Pegalajar Cuéllar, Miguel Delgado Calvo Flores

Rapid prototyping of semantic applications in smart spaces with a visual rule language

Natalia Díaz Rodríguez, Johan Lilius, Manuel Pegalajar Cuéllar, Miguel Delgado Calvo-Flores

Extending Semantic Web Tools for Improving Smart Spaces Interoperability and Usability

Natalia Díaz Rodríguez, Johan Lilius, Manuel Pegalajar Cuéllar, Miguel Delgado Calvo-Flores

An approach to improve semantics in Smart Spaces using reactive fuzzy rules

Natalia Díaz Rodríguez, Johan Lilius, Manuel P Cuéllar, Miguel Delgado Calvo-Flores

Ontology Driven Smart Space Application Development

M Mohsin Saleemi, N Díaz Rodríguez, Espen Suenson, Johan Lilius, Ivan Porres

Programming biomedical smart space applications with BioImageXD and PythonRules

Natalia Díaz Rodríguez, Pasi Kankaanpää, M Mohsin Saleemi, Johan Lilius, Iván Porres

A framework for context-aware applications for smart spaces

M Mohsin Saleemi, Natalia Díaz Rodríguez, Johan Lilius, Iván Porres

A Framework for Context-Aware Applications for Smart Spaces

Natalia Díaz Rodríguez