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CRISTINA TIRNAUCA

  • Publications

    28

  • Projects

    19

  • Patents and technologies

    1

Cristina Tirnauca has a degree in Mathematics and Computer Science from the University of Bucharest and a degree in Economics from the Academy of Economic Studies, Bucharest, Romania. After finishing her undergraduate studies, she enrolled in the "3rd PhD School in Formal Languages and Applications" (a Quality Mention doctoral program) at the Rovira I Virgili University (Tarragona, Spain) and later on defended her doctoral thesis "Language learning with correction queries" (with the European Doctorate Mention), obtaining the extraordinary doctorate award.

She started working at the University of Cantabria as a “Juan de la Cierva” postdoc (working under the supervision of Professor José Luis Balcázar), continuing as Assistant Professor, and finally as Associate Professor.

Exercising these positions, she has accumulated more than 2000 hours of teaching on 12 different subjects, in Spanish and English (being the teacher responsible for 7 of them), with very good results in student surveys, at both undergraduate and postgraduate level (Computer Engineering, Degree in Computer Engineering, Degree in Mathematics, Master in Mathematics and Computing and Master in Data Science). She has directed numerous end-of-degree and end-of-master projects, tutored various external internships and participated in many evaluation panels for end-of-degree and end-of-master projects.

Her main research directions fall into one of the following four categories: grammatical inference, learning from observation, predictive learning (regression, classification), descriptive learning (association rules or patterns, boolean formulas, lattices, clustering), software engineering. She has two recognized research “sexenios” and has published in various well-ranked journals.

She participated in six national research projects, four regional projects, and seven technology transfer projects, in one of them as principal investigator. She carried out research stays at the University of Turku, Finland, the University of Electro-Communications in Tokyo, Japan, the Jean-Monnet University, in Saint-Etienne, France, and the Université Polytechnique Hauts-de-France.

She also has a patent pending with application number EP22382095.2 (Computer implemented method for designing a diet).

She was the winner of the first “UCAmI Cup - Analyzing the UJAEN Human Activity Recognition Dataset” (2018).

 cristina.tirnauca@unican.es

 Facultad de Ciencias. Avda. de los Castros, 48. 39005 Santander

Profesor Contratado Doctor

Doctor por la Universidad Rovira I Virgili

 Mathematics & Computation: Foundations, Learning And Artificial Intelligence (M&CFLAI)

 DEPARTAMENTO DE MATEMÁTICAS, ESTADÍSTICA Y COMPUTACIÓN

Specialty areas: LENGUAJES Y SISTEMAS INFORMATICOS

Identifiers

28 results 
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Conjugated linoleic acid metabolite impact in colorectal cancer: a potential microbiome-based precision nutrition approach

Article

Nutrition Reviews, 2025, 83(2), e602-e614

 Authorship: ADRIANA GONZÁLEZ, ASIER FULLAONDO, JAVIER RODRÍGUEZ, CRISTINA TIRNAUCA, IÑAKI ODRIOZOLA, ADRIAN ODRIOZOLA

 2025

New isights into mucosa-associated microbiota in paired tumor and non-tumor adjacent mucosal tissues in colorectal cancer patients

Article

Cancers, 2024, 16(23), 4008

 Authorship: ADRIANA GONZÁLEZ, ASIER FULLAONDO, DAVID NAVARRO, JAVIER RODRÍGUEZ, CRISTINA TIRNAUCA, ADRIAN ODRIOZOLA

 2024

A tertiary study on quality in use evaluation of smart environment applications

Conference object

Research Challenges in Information Science: 18th International Conference, RCIS 2024, Guimarães, Portugal, May 14-17, 2024, Proceedings, Part I

 Authorship: MARIA PAULA CORRÊA ANGELONI, RAFAEL DUQUE MEDINA, KÁTHIA MARÇAL DE OLIVEIRA, EMMANUELLE GRISLIN-LE STRUGEON, CRISTINA TIRNAUCA

 2024

Using agent-based modeling and simulation for quality in use evaluation of ambient assisted living applications

Conference object

Proceedings of the International Conference on Ubiquitous Computing and Ambient Intelligence (UCAmI 2024)

 Authorship: MARIA PAULA CORRÊA ANGELONI, EMMANUELLE GRISLIN-LE STRUGEON, KÁTHIA MARÇAL DE OLIVEIRA, CRISTINA TIRNAUCA, RAFAEL DUQUE MEDINA

 2024

User identification from mobility traces

Article

Journal of Ambient Intelligence and Humanized Computing, 2023, 14, 31-40

 Authorship: SERGIO SALOMÓN, CRISTINA TIRNAUCA, RAFAEL DUQUE MEDINA, JOSE LUIS MONTAÑA ARNAIZ

 2023

A review on quality in use evaluation of smart environment applications: what´s next?

Conference object

EICS '23 Companion: Companion Proceedings of the 2023: ACM SIGCHI Symposium on Engineering Interactive Computing Systems, Swansea, United Kingdom, June 27 - 30, 2023

 Authorship: MARIA PAULA CORRÊA ANGELONI, KÁTHIA MARÇAL DE OLIVEIRA, EMMANUELLE GRISLIN, RAFAEL DUQUE MEDINA, CRISTINA TIRNAUCA

 2023

Sensor-based gait analysis in the premotor stage of LRRK2 G2019S-associated Parkinson's disease

Article

Parkinsonism & Related Disorders, 2022, 98, 21-26

 Authorship: ANTONIO SÁNCHEZ RODRÍGUEZ, CRISTINA TIRNAUCA, DIANA SALAS GOMEZ, MARIO FERNANDEZ GORGOJO, Mª ISABEL MARTINEZ RODRIGUEZ, MARIA SIERRA PEÑA, ISABEL GONZALEZ ARAMBURU, DIANA STAN, ÁNGELA GUTIÉRREZ-GONZÁLEZ, JOHANNES MARIO MEISSNER BLANCO, JAVIER ANDRÉS-PACHECO, MARÍA RIVERA-SÁNCHEZ, MARÍA VICTORIA SÁNCHEZ-PELÁEZ, PASCUAL JESUS SANCHEZ JUAN, JON INFANTE CEBERIO

 01/05/2022

A machine learning approach to detect Parkinson's disease by looking at gait alterations

Article

Mathematics, 2022, 10(19), 3500

 Authorship: CRISTINA TIRNAUCA, DIANA STAN, JOHANNES MARIO MEISSNER, DIANA SALAS GOMEZ, MARIO FERNANDEZ GORGOJO, JON INFANTE CEBERIO

 25/09/2022

Closed-set-based discovery of representative association rules

Article

International Journal of Foundations of Computer Science, 2020, 31(1), 143-156

 Authorship: CRISTINA TIRNAUCA, JOSÉ L. BALCÁZAR, DOMINGO GOMEZ PEREZ

 2020

Global optimality in k-means clustering

Article

Information Sciences, 2018, 439-440, 79-94

 Authorship: CRISTINA TIRNAUCA, DOMINGO GOMEZ PEREZ, JOSÉ LUIS BALCÁZAR, JOSE LUIS MONTAÑA ARNAIZ

 01/05/2018

Human activity recognition through weighted finite automata

Conference object

Proceedings, 2018, 2(19), 1263

 Authorship: SERGIO SALOMÓN GARCÍA, CRISTINA TIRNAUCA

 2018

Learning definite Horn formulas from closure queries

Article

Theoretical Computer Science, 2017, 658(B), 346-356

 Authorship: MARTA ARIAS, JOSÉ L. BALCÁZAR, CRISTINA TIRNAUCA

 01/01/2017

User interaction modeling and profile extraction in interactive systems: a groupware application case study

Article

Sensors, 2017, 17 (7), 1669

 Authorship: CRISTINA TIRNAUCA, RAFAEL DUQUE MEDINA, JOSE LUIS MONTAÑA ARNAIZ

 20/07/2017

Neural networks in autonomous driving

Conference object

2017 AAAI Spring Symposim

 Authorship: CRISTINA TIRNAUCA, JOSE LUIS MONTAÑA ARNAIZ, ZORAIDA MEDIAVILLA SANSEGUNDO

 2017

Daily routines inference based on location history

Conference object

Ubiquitous computing and ambient intelligence : 11th International Conference, UCAmI 2017, Philadelphia, PA, USA, November 7?10, 2017, Proceedings

 Authorship: SERGIO SALOMÓN, CRISTINA TIRNAUCA, RAFAEL DUQUE MEDINA, JOSE LUIS MONTAÑA ARNAIZ

 2017

Behavioral modeling based on Probabilistic Finite Automata: an empirical study

Article

Sensors, 2016, 16, 958

 Authorship: CRISTINA TIRNAUCA, JOSE LUIS MONTAÑA ARNAIZ, SANTIAGO ONTAÑÓN, AVELINO J. GONZÁLEZ, LUIS MIGUEL PARDO VASALLO

 01/06/2016

Model-driven regularization approach to straight line program genetic programming

Article

Expert Systems with Applications, 2016, 57, 76-90

 Authorship: JOSE LUIS MONTAÑA ARNAIZ, CESAR LUIS ALONSO GONZALEZ, CRUZ ENRIQUE BORGES HERNANDEZ, CRISTINA TIRNAUCA

 01/09/2016

Automatic Generation of User Interaction Models

Conference object

Ubiquitous computing and ambient intelligence

 Authorship: CRISTINA TIRNAUCA, RAFAEL DUQUE MEDINA, JOSE LUIS MONTAÑA ARNAIZ

 2016

Mining the dataflow in interactive systems : automatic generation of user behavior patterns

Book part

Actas de la XVII Conferencia de la Asociación Española para la Inteligencia Artificial (CAEPIA '16)

 Authorship: RAFAEL DUQUE MEDINA, JOSE LUIS MONTAÑA ARNAIZ, CRISTINA TIRNAUCA

 2016

Teaching a virtual robot to perform tasks by learning from observation

Conference object

Ubiquitous computing and ambient intelligence : sensing, processing, and using environmental information : 9th International Conference, UCAmI 2015, Puerto Varas, Chile, December 1-4, 2015, Proceedings

 Authorship: CRISTINA TIRNAUCA, JOSE LUIS MONTAÑA ARNAIZ, CARLOS ORTIZ SOBREMAZAS, SANTIAGO ONTAÑÓN, AVELINO J. GONZÁLEZ

 2015

A probabilistic automata framework for behavioral recognition

Conference object

Actas de la XVI Conferencia de la Asociación Española para la Inteligencia Artificial, CAEPIA'15, Albacete, 9-12 noviembre, 2015

 Authorship: JOSE LUIS MONTAÑA ARNAIZ, CRISTINA TIRNAUCA, CARLOS ORTIZ SOBREMAZAS, SANTIAGO ONTAÑÓN

 2015

A survey of state merging strategies for DFA identification in the limit

Article

Triangle, 2012, 8(12), 121-136

 Authorship: CRISTINA TIRNAUCA

 2012

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