Juan Martínez-Miranda

I am a research fellow at the Unidad Académica Tepic from the Centro de Investigación Científica y de Educación Superior de Ensenada (CICESE) located in the city of Tepic, Nayarit (México).

My main research interests include the study and use of software agents as i) intelligent entities in computational distributed systems for complex-problem solving; ii) autonomous entities for the analysis of dynamics at micro and macro levels in social systems; and iii) as virtual characters for human-computer interaction.

Education

PhD. in Computer Science from the Faculty of Informatics at The Universidad Complutense de Madrid
MSc. in Artificial Intelligence from the Department of Languages and Informatics Systems at The Universitat Politècnica de Catalunya
Bsc. in Computing Engineering from the Instituto Tecnológico de San Luis Potosí

Main Research Projects

Desarrollo y evaluación de una plataforma tecnológica de ayuda a la detección, seguimiento e intervención temprana de problemas de salud mental y adicciones en la comunidad escolar, primer y segundo nivel de atención (FORDECYT-PRONACES-3210, 2021-2024)
Agente virtual conversacional para identificar las problemáticas más comunes en la población asociadas a la pandemia COVID-19 y ofrecer orientación adecuada (Alianza de Centros Públicos CONACyT en Inteligencia Artificial, 2020-2021)
Desarrollo de nuevas tecnologías y su integración al sector salud como ayuda a una estrategia integral de prevención del suicidio (Fondo Sectorial SALUD-2016-1-273163, 2017-2020)

CHILERO - Creation of a dialogue corpus based on children-robot interaction (CONACyT Thematic Research Networks - 2015)

PrevenDep - Sistema computacional de ayuda a la prevención de episodios de depresión y suicidio (Consellería de Sanitat - Generalitat Valenciana, 2014)

Help4Mood - A Computational Distributed System to Support the Treatment of Patients with Major Depression (EC-FP7, 2011-2014)

HealthAgents - Agent-based Distributed Decision Support Systems for Brain Tumour Diagnosis and Prognosis (EC-FP6, 2006-2008)

L2C - Learning to Collaborate (EC-FP6, 2006-2008)

Research Networks / Associations

Software

Previous Research Positions

The Biomedical Data Science Laboratory from the Universitat Politécnica de Valencia (Spain)
Microart S.L., a former company located at the Parc Científic de Barcelona (Spain)
The Intelligent Software Agents and New Media Group from The Austrian Research Institute for Artificial Intelligence (Austria)
The BANZAI (Artificial Intelligence) research group from the Universitat Rovira i Virgili (Spain)
The former Software Agents Research Laboratory from The Centre for Computing Research (México)

Visiting positions

Centro de Investigación e Innovación en Tecnologías de la Información y Comunicación (INFOTEC). Host researcher: Sabino Miranda (Aguascalientes, Mexico - 2017)
Centro de Investigación y Estudios Avanzados del IPN. Host researcher: Matías Alvarado (Mexico City, Mexico - 2016)
Universitat Politécnica de Valencia. Host researcher: Juan Miguel García-Gómez (Valencia, Spain - 2016)
Instituto Nacional de Astrofísica, Óptica y Electrónica. Host researcher: Luis Villaseñor-Pineda (Puebla, Mexico - 2015)
Instituto Mexicano del Petróleo. Host researcher: Matías Alvarado (Mexico City, Mexico - 2004)
University of Oxford. Host researcher: René Bañares-Alcántara (Oxford, United Kingdom - 2004)

Supervision

PhD. Thesis
- Adrián Bresó Guardado (Co-supervised with Juan Miguel García-Gómez, 2016). Universitat Politécnica de Valencia.
MSc. Thesis
- Juan José Solórzano Carrillo (Co-supervised with Rosa María Michel Nava, 2022). Instituto Tecnológico de Ciudad Guzmán.
- Adrián Bresó Guardado (Co-supervised with Juan Miguel García-Gómez, 2013). Universitat Politécnica de Valencia.
Bsc. Thesis
- José Alberto Navarro Barrios (2016). Instituto Tecnológico de Tepic.
- Hugo Toscano Parra (2016). Universidad Tecnológica de la Costa.
- Laura Férrez Fortuny (Co-supervised with Antoni Moreno, 2004). Universitat Rovira i Virgili.

Committees

Doctoral Consortium at the 22nd Mexican International Conference on Artificial Intelligence (MICAI 2023) - Organisation committee
21st Mexican International Conference on Artificial Intelligence (MICAI 2022) - Program chair
Doctoral Consortium at the 20th Mexican International Conference on Artificial Intelligence (MICAI 2021) - Organisation committee
Congreso de Generación de Soluciones Industriales Basadas en Inteligencia Artificial (SIBIA 2021) - Orginisation Committee
Congreso Internacional de Inteligencia Artificial e Industria 4.0 (CINIAI 2021) - Program Committee
The 13th Mexican Congress on Artificial Intelligence (COMIA 2021) - Program Committee
Doctoral Consortium at the 19th Mexican International Conference on Artificial Intelligence (MICAI 2020) - Organisation Committee
Taller de Generación de Soluciones Industriales basadas en Inteligencia Artificial (SIBIA 2020) - Organisation Committee
The 12th Mexican Congress on Artificial Intelligence (COMIA 2020) - Program Committee
The 2020 National Symposium of Artificial Intelligence and Industry 4.0 (SINIAI 2020) - Scientific Committee
Doctoral Consortium at the 18th Mexican International Conference on Artificial Intelligence (MICAI 2019) - Organisation Committee
The 11th Mexican Congress on Artificial Intelligence (COMIA 2019) - Local Committee Chair
The 15th Mexican International Conference on Artificial Intelligence (MICAI 2016) - Program Committee
The 11th International Conference on Systems (ICONS 2016) - Technical Program Committee
The 10th International Conference on Systems (ICONS 2015) - Technical Program Committee
The 9th International Conference on Systems (ICONS 2014) - Technical Program Committee

Publications

2025

Villagomez-Garcia J.C., Mendoza-Tene J.L., Huerta-Espinoza M.A., Espinosa-Curiel I.E., Mercado J., Martínez-Miranda J.: eDrinking 50+: Designing a User-Centered System to Enhance Hydration in Middle-Aged Adults. In: Mejía J., Muñoz M., Rocha A., Espinosa-Faller F.J., Trejo-Sanchez J.A. (eds) New Challenges in Software Engineering. Studies in Computational Intelligence, Vol 1209. pp. 453-467, Springer, Cham (2025).

2024

Alvarez-Molina, K., Martínez-Miranda, J., Martínez-García, A. I., Caro, K.: Beat by Beat: Designing a Rhythm Game for Screening Dyslexia. In ReCIBE, Revista electrónica De Computación, Informática, Biomédica Y Electrónica, 13(3), E5–10, (2024).
Mercado J., Hernández-Mella Y., Espinosa-Curiel I., Martínez-Miranda J.: Design and Development of a Serious Game to Prevent Substance Use in Mexican Scholars. In IEEE 37th International Symposium on Computer-Based Medical Systems (CBMS 2024), pp. 398-405, (2024).
Mercado J., Delgado-Pérez E. E., Martínez-Miranda J.: Tecnología y salud mental: agentes virtuales para intervenciones breves motivacionales. Revista Digital Universitaria, Vol. 25(5), (2024).

2023

Mercado J., Espinosa-Curiel I., Martínez-Miranda J.: Embodied Conversational Agents Providing Motivational Interviewing to Improve Health-Related Behaviors: Scoping Review. Journal of Medical Internet Research, Vol. 25:e52097, (2023).
Martínez-Miranda J., Meza Magallanes M. J., Silva-Peña C., Mercado Rivas M. X., Figueroa-Varela M. R., Sánchez Aranda M. L.: A Computational Platform to Support the Detection, Follow-up, and Epidemiological Surveillance of Mental Health and Substance Use Disorders: Protocol for a Development and Evaluation Study. JMIR Research Protocols, Vol. 12(1):e44607 (2023)
Martínez-Miranda J., Pérez-Espinosa H.: The use of language in affective computing for human-computer interaction. In Schiewer G. L., Altarriba J., Ng B. C. (Eds.) Language and Emotion: An International Handbook, Vol. 3, pp. 2127-2158. De Gruyter Mouton (2023).

2022

Pichardo Lagunas O., Martínez-Miranda J., Martínez Seis B. (Eds.): Advances in Computational Intelligence: 21st Mexican International Conference on Artificial Intelligence (MICAI 2022) Proceedings. LNAI Vols. 13612, 13613, Springer Cham, (2022).
Martínez-Miranda J., Espinosa-Curiel I.: Serious Games Supporting the Prevention and Treatment of Alcohol and Drug Consumption in Youth: Scoping Review. JMIR Serious Games, Vol. 10(3):e39086, (2022).
Zhou L., Romero-García N., Martínez-Miranda J., Conejero J.A., García-Gómez J.M., Sáez C.: Subphenotyping of Mexican Patients With COVID-19 at Preadmission To Anticipate Severity Stratification: Age-Sex Unbiased Meta-Clustering Technique. JMIR Public Health and Surveillance, Vol. 8(3):e30032 (2022)
Espinosa-Curiel I., Pozas-Bogarin E.E., Hernández-Arvizu M., Navarro-Jiménez M.E., Delgado-Pérez E.E., Martínez-Miranda J., Pérez-Espinosa H.: HelperFriend, a Serious Game for Promoting Healthy Lifestyle Behaviors in Children: Design and Pilot Study. JMIR Serious Games, Vol. 10(2):e33412, (2022)
Pérez-Espinosa H., Gutiérrez-Serafín B., Martínez-Miranda J., Espinosa-Curiel I.: Automatic children's personality assessment from emotional speech. Expert Systems with Applications, Vol. 187 (2022)
Álvarez-Carmona M.A., Aranda R., Rodríguez-González A., Fajardo-Delgado D., Sánchez M.G., Pérez-Espinosa H., Martínez-Miranda J., Guerrero-Rodríguez R., Bustio-Martínez L., Díaz-Pacheco A.: Natural language processing applied to tourism research: A systematic review and future research directions. Journal of King Saud University - Computer and Information Sciences, Vol. 34(10), Part B, pp. 10125-10144, (2022)
Solórzano J. J., Martínez-Miranda J., Michel Nava R. M.: Modelado de estrategias de regulación emocional en una arquitectura computacional de emociones. Research in Computing Science, Vol. 151(7), pp. 63-76, (2022)
Martínez-Miranda J., Hernández-Arvizu M.: Tecnologías computacionales para la prevención del suicidio. Saber Más, 61, pp. 65-68, (2022)
Espinosa-Curiel I., Pérez-Espinosa H., Martínez-Miranda J., Fernández-Zepeda J. A.: Videojuegos para salud conscientes de la personalidad y las emociones de los niños. Komputer Sapiens, Vol. 14(1), pp. 16-22 (2022)
Martínez-Miranda J.: Agentes Conversacionales Personificados: Sistemas Inteligentes para la Interacción Humano-Computadora. Komputer Sapiens, Vol. 14(1), pp. 33-38 (2022)

2021

Zhou L., Romero N., Martínez-Miranda J., Conejero J. A., García-Gómez J. M., Sáez C.: Subphenotyping of COVID-19 patients at pre-admission towards anticipated severity stratification: an analysis of 778,692 Mexican patients through an age-gender unbiased meta-clustering technique. (Pre-print) medRxive, (2021)
Álvarez-Carmona M. A., Aranda R., Arce-Cardenas S., Fajardo-Delgado D., Guerrero-Rodríguez R., López-Monroy A. P., Martínez-Miranda J., Pérez-Espinosa H., Rodríguez-González A. Y.: Overview of Rest-Mex at IberLEF 2021: Recommendation System for Text Mexican Tourism. Procesamiento del Lenguaje Natural, Vol. 67, pp. 163-172, (2021)
Muñoz-Ramírez M., Pérez-Espinosa H., Fernández-Zepeda J. A., Martínez-Miranda J.: Panorama de la recuperación de música basada en estados emocionales. Komputer Sapiens, Vol. 13(3), pp. 48-53 (2021)

2020

Martínez-Miranda J., López-Flores F., Palacios-Isaac A., Jiménez L., García-Medina L., Moreno-Robles R. M., Rosales G.: Implementation of a Health Information System to Support the Screening and Surveillance of Suicidal Behaviours. Proceedings of the 4th International Conference on Medical and Health Informatics, pp. 136-144, (2020)
Espinosa-Curiel I., Pozas-Bogarin E.E., Martínez-Miranda J., Pérez-Espinosa H.: Relationship Between Children's Enjoyment, User Experience Satisfaction, and Learning in a Serious Video Game for Nutrition Education: Empirical Pilot Study. JMIR Serious Games, Vol. 8(3):e21813, (2020)
Pérez-Espinosa H., Martínez-Miranda J., Espinosa-Curiel I., Rodríguez-Jacobo J., Villaseñor-Pineda L., Avila-George H.: IESC-Child: An Interactive Emotional Children's Speech Corpus. Computer Speech & Language, Vol. 59, pp. 55-74, (2020)
Espinosa-Curiel I., Pozas-Bogarin E.E., Lozano-Salas J.L., Martínez-Miranda J., Delgado-Pérez E.E., Estrada-Zamarron L.S.: Nutritional Education and Promotion of Healthy Eating Behaviors Among Mexican Children Through Video Games: Design and Pilot Test of FoodRateMaster. JMIR Serious Games Vol. 8(2):e16431, (2020)
Álvarez-Carmona M. A., Cruz Sandoval D., Favela J., González Trejo J. A., López Monroy A. P., Martínez-Miranda J., Mercado Ravell D. A., Morales E. F., Ovando-Vázquez C., Pérez-Espinosa H., Rivera M., Sánchez-Bravo I., Sucar L. E., Trejo S.: La Alianza de Inteligencia Artificial de CONACYT, impulsa redes de investigación para enfrentar el COVID-19. Komputer Sapiens, Vol. 12(3), pp. 19-25, (2020)

2019

Martínez-Miranda J., Martínez A., Ramos R., Aguilar H., Jiménez L., Arias H., Rosales G., Valencia E.: Assessment of users' acceptability of a mobile-based embodied conversational agent for the prevention and detection of suicidal behaviour. Journal of Medical Systems, Vol. 43(8):246, (2019)
Martínez-Miranda J., Palacios-Isaac A., López-Flores F., Martínez A., Aguilar H., Jiménez L., Ramos R., Rosales G., Altamirano L.: Development of a Computational Platform to Support the Screening, Surveillance, Prevention and Detection of Suicidal Behaviours. In: Cipresso P., Serino S., Villani D. (eds) Pervasive Computing Paradigms for Mental Health (MindCare 2019). Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, vol 288, pp. 83-101, Springer, Cham (2019)
Martínez Juárez I. H., Puga Nathal M. E., Martínez-Miranda J.: Desarrollo de un guía virtual conversacional para museos en un entorno inmersivo de realidad virtual y aumentada. Research in Computing Science, Vol. 148(8), pp. 387-395, (2019)
Gutiérrez-Serafín B., Pérez-Espinosa H., Espinosa-Curiel I., Figueroa-García P., Pozas-Bogarín E., Martínez-Miranda J.: Estimación automática del gasto energético de la actividad física de niños en videojuegos de ejercicio con el sensor Kinect. Research in Computing Science, Vol. 148(8), pp. 263-277, (2019)
Gutiérrez-Serafín B., Pérez-Espinosa H., Martínez-Miranda J., Espinosa-Curiel I.: Classification of Barking Context of Domestic Dog using High-Level Descriptors. Research in Computing Science, Vol. 148(3), pp. 23-35, (2019)

2018

Martínez-Miranda J., Pérez-Espinosa H., Espinosa-Curiel I., Avila-George H., Rodríguez-Jacobo J.: Age-based differences in preferences and affective reactions towards a robot's personality during interaction. Computers in Human Behavior, Vol. 84, pp. 245-257, (2018)
Pérez-Espinosa H., Martínez-Miranda J., Avila-George H., Espinosa-Curiel I.: Analyzing children's affective reactions and preferences towards social robots using paralinguistic and self-reported information. Journal of Intelligent & Fuzzy Systems, Vol. 34(5), pp. 3313-3324, (2018)
Pérez-Espinosa H., Avila-George H., Martínez-Miranda J., Espinosa-Curiel I., Rodríguez-Jacobo J., Cruz-Mendoza H.: Children Age and Gender Classification Based on Speech Using ConvNets . Research in Computing Science, Vol. 147(4), pp. 23-35, (2018)
Martínez-Miranda J., Pérez-Espinosa H.: Sistemas Interactivos Emocionales. Panorama de las Tecnologías del Lenguaje en México. Academia Mexicana de Computación, pp. 121-162, (2018)

2017

Martínez-Miranda J.: Embodied Conversational Agents for the Detection and Prevention of Suicidal Behaviour: Current Applications and Open Challenges. Journal of Medical Systems, Vol. 41(9):135, (2017)
Martínez-Miranda J., Alvarado M.: Modelling Personality-based Individual Differences in the Use of Emotion Regulation Strategies. In M. Mouhoub & P. Langlais (Eds.) Advances in Artificial Intelligence. AI 2017. Lecture Notes in Computer Science, vol 10233, pp. 361-372, Springer, (2017)
Pérez-Espinosa H., Martínez-Miranda J., Espinosa-Curiel I., Rodríguez-Jacobo J., Avila-George H.: Using acoustic paralinguistic information to assess the interaction quality in speech-based systems for elderly users. International Journal of Human-Computer Studies, Vol. 98, pp. 1-13, (2017)
Pérez-Espinosa H., Reyes-Meza V., Arteaga-Castañeda M. L., Espinosa-Curiel I., Bautista A., Martínez-Miranda J.: Assessment of the Emotional State in Domestic Dogs Using a Bi-dimensional Model of Emotions and a Machine Learning Approach for the Analysis of its Vocalizations. Research in Computing Science, Vol. 144, pp. 53-65, (2017)
Pérez-Espinosa H., Reyes-Meza V., Martínez-Miranda J., Espinosa-Curiel I., Avila-George H., Rodríguez-Jacobo J.: Hacia la interpretación automática de ladridos. Komputer Sapiens, Vol. 9(1), pp. 24-29, (2017)

2016

Bresó A., Martínez-Miranda J., Botella C., Baños R. M., García-Gómez J. M.: Usability and acceptability assessment of an empathic virtual agent to prevent major depression. Expert Systems, Vol 33(4), pp. 297-312, (2016)
Bresó A., Martínez-Miranda J., Fuster-García E., García-Gómez J. M.: A novel approach to improve the planning of adaptive and interactive sessions for the treatment of Major Depression. International Journal of Human-Computer Studies, Vol. 87, pp. 80-91, (2016)
Pérez-Espinosa H., Avila-George H., Rodríguez-Jacobo J., Cruz-Mendoza H., Martínez-Miranda J., Espinosa-Curiel I.: Tuning the Parameters of a Convolutional Artificial Neural Network by Using Covering Arrays. Research in Computing Science, Vol. 121, pp. 69-81, (2016).
Martínez-Miranda J., Pérez-Espinosa H., Villaseñor-Pineda L., Reyes-García C. A., Espinosa-Curiel I., Avila-George H., Rodríguez-Jacobo J.: Reacciones Afectivas en Interacciones Niño-Robot: Recopilación y Análisis de Datos. Komputer Sapiens, Vol. 8(2), pp. 11-17, (2016)

2015

Fuster-García E., Bresó A., Martínez-Miranda J., Rosell J., Matheson C., García-Gómez J. M.: Fusing actigraphy signals for outpatient monitoring. Information Fusion, Vol. 23, pp. 69-80, (2015)
Fuster-García E., Bresó A., Martínez-Miranda J., García-Gómez J. M.: Actigraphy Pattern Analysis For Outpatient Monitoring. In C. Fernández-Llatas, & J. M. García-Gómez (Eds.) Data Mining in Clinical Medicine, Springer Methods in Molecular Biology 1246, (2015)
Pérez-Espinosa H., Martínez-Miranda J.: Recognition of paralinguistic information in spoken dialogue systems for elderly people. In G. Sidorov & S. N. Galicia-Haro (Eds.) 14th. Mexican International Conference on Artificial Intelligence (MICAI 2015), LNCS 9413, pp. 107-117, (2015)
Martínez-Miranda J., Pérez-Espinosa H., Villaseñor-Pineda L.: Sistemas interactivos de ayuda al tratamiento de trastornos afectivos: importancia de reconocer y expresar las emociones adecuadas. Komputer Sapiens, Vol. 7(1), pp. 20-24, (2015)

2014

Martínez-Miranda J., Bresó A., García-Gómez J. M.: Modelling Two Emotion Regulation Strategies as Key Features of Therapeutic Empathy. In T. Bosse et al., (Eds.) Emotion Modeling: Towards Pragmatic Computational Models of Affective Processes, pp. 115-133, Springer International, (2014)
Martínez-Miranda J., Bresó A., García-Gómez J. M.: Look on the Bright Side: A Model of Cognitive Change in Virtual Agents. In T. Bickmore et al., (Eds.) Intelligent Virtual Agents (IVA 2014), LNAI 8637, pp. 285-294, Springer, (2014)
Bresó A., Martínez-Miranda J., García-Gómez J. M.: Leveraging adaptive sessions based on therapeutic empathy through a virtual agent. In Proceedings of the 6th. International Conference on Agents and Artificial Intelligence (ICAART 2014) - Doctoral Consortium, pp. 46-55, Angers, France, (2014) Best PhD. project paper award!

2013

Wolters M. K., Burton Ch. D., Matheson C., Bresó A., Szentagotai A., Martínez-Miranda J., Rosell J., Fuster E., Pagliari C., McKinstry B.: Help4Mood - Supporting Joint Sense Making in the Treatment of Major Depressive Disorder. In Workshop on Interactive Systems in Healthcare (WISH 2013). Washington DC, Nov, (2013)
Wolters M. K., Martínez-Miranda J., Estevez S., Hastie H., Matheson C.: Managing Data in Help4Mood. In EAI Endorsed Transactions on Ambient Systems, Vol. 13 (01-06): e2, (2013)
Bresó A., Pérez A., Juan-Albarracín J., Martínez-Miranda J., Robles M., García-Gómez J. M.: Creation of Creative Work Teams using Multi-Agent based Social Simulation. In Proceedings of The 5th. International Conference on Agents and Artificial Intelligence (ICAART 2013), Vol. 1, pp. 211-218. Barcelona, Spain, Feb. (2013)

2012

Martínez-Miranda J., Bresó A., García-Gómez J. M.: The Construction of a Cognitive-Emotional Module for the Help4Mood's Virtual Agent. In J. M. García-Gómez & P. Paniagua (Eds.) Information and Communication Technologies applied to Mental Health, pp. 34 - 39. October, (2012)
Sáez C., Martínez-Miranda J., Robles M., García-Gómez J. M.: Organizing Data Quality Assessment of Shifting Biomedical Data. Studies in Health Technology and Informatics, Vol. 180, pp. 721 - 725. August, (2012)
Wolters M. K., Ferrini L., Martínez-Miranda J., Hastie H., Burton C.: Help4Mood - A Flexible Solution for Supporting People with Depression in the Community across Europe. In Proceedings of The International eHealth, Telemedicine and Health ICT Forum For Education, Networking and Business (MedeTel, 2012). Jordanova M. and Lievens F. (eds.), International Society for Telemedicine & eHealth (ISfTeH), pp. 378 - 381. April, (2012)
Wolters M. K., Martínez-Miranda J., Hastie H., Matheson C.: Managing Data in Help4Mood. In Proceedings of The 2nd. International Workshop on Computing Paradigms for Mental Health (MindCare 2012), pp.17-24. Vilamoura, Algarve, Portugal, (2012).
Martínez-Miranda J., Bresó A., García-Gómez J. M.: Modelling Therapeutic Empathy in a Virtual Agent to Support the Remote Treatment of Major Depression. In Proceedings of The 4th. International Conference on Agents and Artificial Intelligence (ICAART 2012) Vol. 2, pp. 264-269. Vilamoura, Algarve, Portugal, (2012)
Martínez-Miranda J., Pavón J.: Modeling the Influence of Trust on Work Team Performance. In SIMULATION, Transactions of The Society for Modeling and Simulation International, Vol. 88(4), pp. 408-436, April (2012)

2011

Castro J. C., Benseny J., Colomé J. M., Martínez-Miranda J.: Help4Mood – Distributed System to Support Treatment of Patients with Major Depression. In Proceedings of The International eHealth, Telemedicine and Health ICT Forum For Education, Networking and Business (MedeTel, 2011). Jordanova M. and Lievens F. (eds.), International Society for Telemedicine & eHealth (ISfTeH), pp. 301 - 307. April, (2011)
Xiao, L., Dasmahapatra, S., Lewis, P., Peet, A., Gibb, A., Croitoru, M., Hu, B., Dupplaw, D., Estanyol, F., Martínez-Miranda, J., González-Vélez, H., Lluch-Ariet, M.: The design and implementation of a novel security model for HealthAgents. In Special Issue on Computational Intelligence for Neuro-Oncological Diagnosis, The Knowledge Engineering Review, Vol. 26(3), pp. 261-282, (2011)
Hu, B., Croitoru, M., Roset, R., Dupplaw, D., Lurgi, M., Dasmahapatra, S., Lewis, P., Martínez-Miranda, J., Sáez, C.: The HealthAgents ontology: knowledge representation in a distributed decision support system for brain tumours. In Special Issue on Computational Intelligence for Neuro-Oncological Diagnosis, The Knowledge Engineering Review, Vol. 26(3), pp. 303-328, (2011)

2010

Martínez-Miranda J., Lluch-Ariet M.: Using Agents in Mental Health: A System to Support the Remote Treatment of Major Depression. In Proceedings of the 13th. International Conference of the Catalan Association for Artificial Intelligence (CCIA 2010) - Frontiers in Artificial Intelligence and Applications, Vol. 220, pp.101-110, IOS Press (2010)
Martínez-Miranda J., Pavón J.: Human Attributes in the Modelling of Work Teams. In the 9th. IFIP International Conference on Information Technology for Balanced Automation Systems (BASYS 2010) – Advances in Information and Communication Technology, Vol. 322/2010, pp. 276-284, Springer-Verlag (2010)
Martínez-Miranda J.: Towards an Empathic Virtual Agent to Support the Treatment of Major Depression. In the AAMAS 2010 International Workshop on Interacting with ECAs as Virtual Characters, pp. 61-62. Toronto, Canada. May (2010).
Martínez-Miranda J.: Modelling Human Behaviour at Work: An Agent-Based Simulation to Support the Configuration of Work Teams. PhD. Thesis (2010)

2009

Martínez-Miranda J., Pavón, J.: Modelling Trust into an Agent-based Simulation Tool to Support the Formation and Configuration of Work Teams. In the 7th International Conference on Practical Applications of Agents and Multi-Agent Systems (PAAMS 2009) – Advances in Soft Computing, pp. 80-89, Springer-Verlag, (2009)
Martínez-Miranda J., Pavón, J.: An Agent-Based Simulation Tool to Support Work Teams Formation. International Symposium on Distributed Computing and Artificial Intelligence (DCAI 2008) - Advances in Soft Computing Vol. 50/2009, pp. 80 – 89. Springer-Verlag (2009)

2008

Payr S., Jung B., Martínez-Miranda J., Petta P.: Game-Based Development of Collaboration Competences. In Proceedings of World Conference Conference on Educational Multimedia, Hipermedia & Telecomunications (ED-MEDIA 2008), pp.4554 – 4563 (2008)
Martínez-Miranda J., Jung B., Payr S., Petta P.: The Intermediary Agent's Brain: Supporting Learning to Collaborate at the Inter-Personal Level. In Proceedings of the 7th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2008), Vol. 3, pp 1277 – 1280, (2008)

2006

Martínez-Miranda J., Aldea A., Bañares-Alcántara R., Alvarado M.: TEAKS: Simulation of Human Performance at Work to Support Team Configuration. In Proc. of the 5th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2006), pp. 114-116, (2006)

2005

Martínez-Miranda J., Aldea A.: Emotions in Human and Artificial Intelligence. In Computers in Human Behaviour. Vol. 21 Issue 2, pp. 323-341, (2005)
Martínez-Miranda J., Alvarado M., Aldea A., Bañares-Alcántara R.: Industrial validation of a system to support the configuration of teams. In 7th World Congress of Chemical Engineering, 10-14 July, Glasgow (2005)

2004

Aldea A., Bañares-Alcántara R., Jiménez L., Martínez-Miranda J., Moreno A., Riaño D.: The Scope of Application of Multi-Agent Systems in the Process Industry: Three Case Studies. In Expert Systems with Applications. Vol. 26(1), pp. 39-47, (2004)
Martínez-Miranda, J., Aldea, A., Bañares-Alcántara, R.: Agent Based Simulation in the Selection of Work Teams. In Computación y Sistemas, Vol. 7(3), pp 210-223, (2004)
Martínez-Miranda, J., Aldea, A., Bañares-Alcántara, R.: Modelling Human Behaviour to Support the Integration of Work Teams. In Proceedings of Workshop on Intelligent Computing, WIC 2004, Mexican International Conference on Artificial Intelligence (MICAI, 2004). April 2004 Mexico City (2004)

2003

Martínez-Miranda J., Aldea A., Bañares-Alcántara R.: Simulation of work teams using a Multi-Agent System. In Proc. of The Second International Joint Conference on Autonomous Agents & Multi Agent Systems (AAMAS 2003), Melbourne (Australia), pp. 1064-1065, (2003)
Martínez-Miranda, J., Aldea, A., Bañares-Alcántara, R.: A tool to support the configuration of work teams. In Process Systems Engineering 2003 (Part B). Chen B., Westerberg A.W. (Eds.), Computer Aided Chemical Engineering Series, 15 Elsevier Science, pp. 280-285 (2003)

2002

Martínez-Miranda J., Aldea A., Bañares-Alcántara R.: A Social Agent Model to Simulate Human Behaviour in Teamwork. In Proc. of The 3rd Workshop on Agent-Based Simulation, Passau (Germany), Urban C. (Editor), pp. 18 - 23, (2002)
Martínez-Miranda J., Aldea A., Bañares-Alcántara R.: Agentes Autónomos para Simular el Comportamiento Humano en un Equipo de Trabajo. (in Spanish). Open Discussion Track Proceedings of VIII Iberoamerican Conference on Artificial Intelligence (IBERAMIA 2002), pp. 1-10, (2002)

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