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Department: Any ÅAU / Department of Information Technologies UTU / Department of Information Technology UTU / Department of Mathematics and Statistics UTU / Turku School of Economics, Institute of Information Systems Sciences

Research Unit: Any Algorithmics and Computational Intelligence Group (ACI) Biomathematics Research Unit (BIOMATH) Communication Systems (ComSys) Computational Biomodeling Laboratory (Combio Lab) Data Mining and Knowledge Management Laboratory Distributed Systems Laboratory (DS Lab) Embedded Computer and Electronic Systems (ECES) Embedded Systems Laboratory (ESLAB) FUNDIM, Fundamentals of Computing and Discrete Mathematics Institute for Advanced Management Systems Research (IAMSR) Learning and Reasoning Lab Software Construction Laboratorium Software Development Laboratory (SwDev) Software Engineering Laboratory (SE Lab) Turku BioNLP Group Turku Optimization Group (TOpGroup) UTU Information Systems Science (ISS)

Publication type: Any Monographs Edited books Edited special issues of journals Edited proceedings Articles in journals Articles in proceedings Chapters in edited books Ph.D. thesis Lic. thesis Technical reports

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Articles in journals (9):

• Alejandro Betancourt, Natalia Díaz Rodríguez, Emilia Barakova, Lucio Marcenaro, Matthias Rauterberg, Carlo Regazzoni, Unsupervised Understanding of Location and Illumination Changes in Egocentric Videos. Pervasive and Mobile Computing 8, 1–13, 2017.
• Lotta Hamari, Tiina Kullberg, Jukka Ruohonen, Olli J. Heinonen, Natalia Díaz Rodríguez, Johan Lilius, Anni Pakarinen, Annukka Myllymäki, Ville Leppänen, Sanna Salanterä, Physical Activity Among Children – Objective Measurements Using Fitbit One® and ActiGraph. BMC Research Notes 10, 1–6, 2017.
• Ivan Miguel Pires, Nuno M. Garcia, Nuno Pombo, Francisco Flórez-Revuelta, Natalia Díaz Rodríguez, Validation Techniques for Sensor Data in Mobile Health Applications. Journal of Sensors 2016, 1–10, 2016.
• Hanna Pirinen, Lotta Kauhanen, Riitta Danielsson-Ojala, Johan Lilius, Ilona Tuominen, Natalia Díaz Rodríguez, Sanna Salanterä, Registered Nurses’ Experiences with the Medication Administration Process. Advances in Nursing 2015, 1–10, 2015.
• Natalia Díaz Rodríguez, Olmo León Cadahía, Manuel P. Cuéllar, Johan Lilius, Miguel Delgado-Calvo-Flores, Handling Real-World Context-Awareness, Uncertainty and Vagueness in Real-Time Human Activity Tracking and Recognition with a Fuzzy Ontology-Based Hybrid Method. Sensors 14(10), 18131–18171, 2014.
• Natalia Díaz Rodríguez, Manuel Pegalajar Cuéllar, Johan Lilius, Miguel Delgado Calvo-Flores, A Fuzzy Ontology for Semantic Modelling and Recognition of Human Behaviour. Knowledge-Based Systems 66, 46–60, 2014.
• Natalia Díaz Rodríguez, Manuel Pegalajar Cuéllar, Johan Lilius, Miguel Delgado Calvo-Flores, A Survey on Ontologies for Human Behaviour Recognition. ACM Computing Surveys 46(4), 1–32, 2014.
• M. Mohsin Saleemi, Natalia Díaz Rodríguez, Johan Lilius, Exploiting Smart Spaces for Interactive TV Applications Development. The Journal of Supercomputing 70(3), 1200–1217, 2014.
• M. Mohsin Saleemi, Natalia Díaz Rodríguez, Johan Lilius, Erratum to: Exploiting Smart Spaces for Interactive TV Applications Development. Journal of Supercomputing , 1–18, 2014.

Articles in proceedings (19):

• Natalia Díaz Rodríguez, Aki Harma, Ignacio Huitzil, Fernando Bobillo, Rim Helaoui, Umberto Straccia, Couch Potato or Gym Addict? Semantic Lifestyle Profiling with Wearables and Fuzzy Knowledge Graphs. In: Jay Pujara, Danqi Chen, Bhavana Dalvi, Tim Rocktäschel (Eds.), 6th Workshop on Automated Knowledge Base Construction (AKBC) 2017, 1–8, NIPS, 2017.
• Kurt Bollacker, Natalia Díaz Rodríguez, Xian Li, Beyond Clothing Ontologies: Modeling Fashion with Subjective Influence Networks. In: Vikas C. Raykar, Brad Klingenberg, Heng Xu, Raghavendra Singh, Amrita Saha (Eds.), Machine Learning meets fashion KDD Workshop, 1–7, ACM, 2016.
• Natalia Díaz Rodríguez, Stefan Grönroos, Frank Wickström, Johan Lilius, Henk Eertink, Andreas Braun, Paul Dillen, James Crowley, Jan Alexandersson, An Ontology for Wearables Data Interoperability and Ambient Assisted Living Application Development. In: Vladik Kreinovich, Marek Z. Reformat, Ronald R. Yager (Eds.), World Conference on Soft Computing, 1–5, Springer, 2016.
• Yad Faeq, Cosmo Harrigan, Natalia Díaz Rodríguez, Bogdana Rakova, Dan Girshovich, Learning to act with recurrent neural networks. In: Christine Peterson, Julia Bossmann, Steve Burgess, Allison Duettmann, Maya Lockwood, Miguel Aznar, Marcia Seidler, Jim Lewis (Eds.), AI for Scientific Progress Workshop, 45–47, Foresight Institute, 2016.
• Shohreh Hosseinzadeh, Natalia Díaz Rodríguez, Seppo Virtanen, Johan Lilius, A Semantic Security Framework and Context-Aware Role-Based Access Control Ontology for Smart Spaces. In: Sven Groppe, Le Gruenwald (Eds.), International Workshop on Semantic Big Data, 8:1–8:6, ACM, 2016.
• Ranjita Pradhan, Natalia Díaz Rodríguez, Riitta Danielsson-Ojala, Hanna Pirinen, Lotta Hamari, Ilona Tuominen, Sanna Salanterä, Annamari Soini, Johan Lilius, Medicine Tray Design and Security for Medication Administration Processes at Hospital Wards. In: Audrey Girouard, David McGookin, Katie Siek, Orit Shaer, Marilyn Lennon, Peter Bennett (Eds.), CHI 2016 Tangibles for Health Workshop, 1–5, ACM, 2016.
• Natalia Díaz Rodríguez, M. P. Cuéllar, Johan Lilius, Miguel Delgado Calvo-Flores, Semantic and Fuzzy Modelling of Human Behaviour in Smart Spaces. A case study on Ambient Assisted Living and Remote Rehabilitation. In: R. Bailón-Moreno (Ed.), I Congreso Nacional Multidisciplinar de Jóvenes Investigadores, I CNMJI (The National Multidisciplinary Congress of Young Researchers). Granada (Spain)., 346–346, http://hdl.handle.net/10481/32082, 2014.
• Natalia Díaz Rodríguez, Johan Lilius, Riitta Danielsson-Ojala, Hanna Pirinen, Lotta Kauhanen, Sanna Salanterä, Joachim Majors, Sebu Björklund, Kimmo Rautanen, Tapio Salakoski, Ilona Tuominen, Can IT Health-Care Applications Improve the Medication Tray-Filling Process At Hospital Wards? An Exploratory Study Using Eye-Tracking and Stress Response. In: Augusto Venâncio Neto, José Neuman de Souza (Eds.), 16th International Conference on E-health Networking, Application & Services, 347–352, IEEE, 2014.
• Natalia Díaz Rodríguez, Robin Wikström, Stefan Grönroos, Frank Wickström, Petteri Karvinen, Anders Berg, Shohreh Hosseinzadeh, Johan Lilius, Manuel P. Cuéllar, Miguel Delgado Calvo-Flores, Marion Karppi, Monitorizado remoto de ejercicios de rehabilitación en tiempo real con sensores de profundidad 3D y tecnologías semánticas. . In: R. Bailón-Moreno (Ed.), I CNMJI (The National Multidisciplinary Congress of Young Researchers). Granada (Spain)., 319–319, http://hdl.handle.net/10481/32082, 2014.
• Nauman A. Khan, Natalia Díaz Rodríguez, Riitta Danielsson-Ojala, Hanna Pirinen, Lotta Kauhanen, Sanna Salanterä, Joachim Majors, Sebu Björklund, Kimmo Rautanen, Tapio Salakoski, Ilona Tuominen, Ivan Porres, Johan Lilius, Smart Dosing: A Mobile Application for Tracking the Medication Tray-Filling and Dispensation Processes in Hospital Wards. In: Juan Carlos Augusto, Klaus-Hendrick Wolf (Eds.), 6th International Workshop on Intelligent Environments Supporting Healthcare and Well-being (WISHWell'14), Lecture Notes in Computer Science, 1–10, Springer, 2014.
• Anders Berg, Petteri Karvinen, Stefan Grönroos, Frank Wickström, Natalia Díaz Rodríguez, Shohreh Hosseinzadeh, Johan Lilius, A Scalable Distributed M3 Platform on a Low-Power Cluster. In: Juha-Pekka Soininen Soininen, Sergey Balandin, Johan Lilius, Petri Liuha, Tullio Salmon Cinotti (Eds.), Open International M3 Semantic Interoperability Workshop , TUCS Proceedings 21, 49– 58, TUCS , 2013.
• Natalia Díaz Rodríguez, Stefan Grönroos, Franck Wickström, Petteri Karvinen, Anders Berg, Shohreh Hosseinzadeh, Marion Karppi, Johan Lilius, M3 Interoperability for Remote Rehabilitation with Kinect. In: Juha-Pekka Soininen Soininen, Sergey Balandin, Johan Lilius, Petri Liuha, Tullio Salmon Cinotti (Eds.), Open International M3 Semantic Interoperability Workshop, 21, 153–163, TUCS Lecture Notes, 2013.
• Natalia Díaz Rodríguez, Johan Lilius, Manuel Pegalajar Cuéllar, Miguel Delgado Calvo-Flores, Extending Semantic Web Tools for Improving Smart Spaces Interoperability and Usability. In: Sigeru Omatu, José Neves, Juan M. Corchado, Juan F. De Paz Santana, Sara Rodríguez González (Eds.), Distributed Computing and Artificial Intelligence, 10th International Conference, Advances in Intelligent Systems and Computing 217, 45–52, Springer , 2013.
• Natalia Díaz Rodríguez, Johan Lilius, Manuel Pegalajar Cuéllar, Miguel Delgado Calvo-Flores, Rapid Prototyping of Semantic Applications in Smart Spaces with a Visual Rule Language. In: Jonna Häkkila, Kamin Whitehouse, Antonio Krüger, Yoshito Tobe, Otmar Hilliges, Koji Yatani, Anind K. Dey, Hans-Werner Gellersen, Elaine M. Huang, Timo Ojala, Silvia Santini, Friedemann Mattern (Eds.), Proceedings of the 2013 ACM conference on Pervasive and ubiquitous computing adjunct publication, UbiComp '13 Adjunct, 1335–1338, ACM, 2013.
• Natalia Díaz Rodríguez, Johan Lilius, Manuel Pegalajar Cuéllar, Miguel Delgado Calvo-Flores, An Approach to Improve Semantics in Smart Spaces Using Reactive Fuzzy Rules. In: Witold Pedrycz, Marek Z. Reformat (Eds.), IFSA World Congress - NAFIPS Annual Meeting (IFSA/NAFIPS), 436–441, IEEE, 2013.
• Natalia Díaz Rodríguez, Robin Wikström, Johan Lilius, Manuel Pegalajar Cuéllar, Miguel Delgado Calvo-Flores, Understanding Movement and Interaction: An Ontology for Kinect-Based 3D Depth Sensors. In: José Bravo, Sergio Ochoa, Gabriel Urzaiz, Liming Luke Chen, Jonice Oliveira (Eds.), Ubiquitous Computing and Ambient Intelligence. Context-Awareness and Context-Driven Interaction, Lecture Notes in Computer Science 8276, 254–261, Springer, 2013.
• M. Mohsin Saleemi, Natalia Díaz Rodríguez, Johan Lilius, Towards Ontology-Driven Development of Ubiquitous and Intelligent interactive TV Applications. In: Stephen S. Yau, Witold Pedrycz, Vincenzo Piuri (Eds.), The 10th IEEE International Conference on Pervasive, Intelligence and Computing (PiCom 2012), 1–8, IEEE, 2012.
• Natalia Díaz Rodríguez, Pasi Kankaanpää, M Mohsin Saleemi, Johan Lilius, Ivan Porres, Programming Biomedical Smart Space Applications with BioImageXD and PythonRules. In: Adrian Paschke, Albert Burger, Paolo Romano, M. Scott Marshall, Andrea Splendiani (Eds.), 4th International Workshop on Semantic Web Applications and Tools for the Life Sciences (SWAT4LS 2011), 10–11, ACM, 2011.
• M. Mohsin Saleemi, Natalia Díaz Rodríguez, Johan Lilius, Ivan Porres, A Framework for Context-Aware Applications for Smart Spaces. In: Sergey Balandin, Yevgeni Koucheryavi, Honglin Hu (Eds.), Proceedings of The 4th conference on Smart Spaces ruSMART 2011, Lecture Notes in Computer Science, 14–25, Springer, 2011.

Chapters in edited books (1):

• M. Mohsin Saleemi, Natalia Díaz Rodríguez, Espen Suenson, Johan Lilius, Ivan Porres, Ontology Driven Smart Space Application Development. In: Salvatore F. Pileggi, Carlos Fernandez-Llatas (Eds.), Semantic Interoperability: Issues, Solutions, and Challenges, 101–125, River Publishers, 2012.

Ph.D. thesis (1):

• Natalia Díaz Rodríguez, Semantic and Fuzzy Modelling for Human Behaviour Recognition in Smart Spaces: A Case Study on Ambient Assisted Living. TUCS Dissertation Series 186. Åbo Akademi University (Finland) and University of Granada (Spain), 2015.