Rachel J Oidtman, Elisa Omodei, Moritz U G Kraemer, Carlos A Castañeda-Orjuela, Erica Cruz-Rivera, Sandra Misnaza-Castrillón, Myriam Patricia Cifuentes, Luz Emilse Rincon, Viviana Cañon, Pedro de Alarcon, Guido España, John H Huber, Sarah C Hill, Christopher M Barker, Michael A Johansson, Carrie A Manore, Jr. Reiner Robert C., Isabel Rodriguez-Barraquer, Amir S Siraj, Enrique Frias-Martinez, Manuel García-Herranz, T Alex Perkins. (2021) Trade-offs between individual and ensemble forecasts of an emerging infectious disease. Nature Communications.
Artur Nowakowski, Dario Spiller, Noelle Cremer, Rogerio Bonifacio, Michael Marszalek, Manuel Garcia-Herranz, Pierre Phillipe Mathieu, Do-Hyung Kim. (2021) AI Opportunities and Challenges for Crop Type Mapping Using Sentinel-2 and Drone Data. IEEE International Geoscience and Remote Sensing Symposium IGARSS.
Artur Nowakowski, John Mrziglod, Dario Spiller, Rogerio Bonifacio, Irene Ferrari, Pierre Philippe Mathieu, Manuel Garcia-Herranz, Do-Hyung Kim. (2021) Crop type mapping by using transfer learning. International Journal of Applied Earth Observation and Geoinformation.
Hyung Kim, Manuel Garcia-Herranz. (2021) A classification problem. Artificial Intelligence Applied to Satellite-Based Remote Sensing Data for Earth Observation. IET.
Christina Last, Prithviraj Pramanik, Nikita Saini, Akash Smaran Majety, Do-Hyung Kim, Manuel García-Herranz, Subhabrata Majumdar. (2021) Towards an Open Global Air Quality Monitoring Platform to Assess Children’s Exposure to Air Pollutants in the Light of COVID-19 Lockdowns. CHI Conference on Human Factors in Computing Systems.
Quyu Kong, Manuel Garcia-Herranz, Ivan Dotu, Manuel Cebrian. (2021) Contact Tracing: Computational Bounds, Limitations and Implications. arXiv.
Rochelle Schneider, Sebastianelli Alessandro, Dario Spiller, James Wheeler, Raquel Carmo, Artur Nowakowski, Manuel Garcia-Herranz, Dohyung Kim, Hanoch Barlevi, Zoraya El Raiss Cordero, Silvia Liberata Ullo, Pierre-Philippe Mathieu, Rachel Lowe. (2021) Climate-based ensemble machine learning model to forecast Dengue epidemics (papers track). Climate Change AI Workshop.
Masoomali Fatehkia, Isabelle Tingzon, Ardie Orden, Stephanie Sy, Vedran Sekara, Manuel Garcia-Herranz, Ingmar Weber. (2020) Mapping socioeconomic indicators using social media advertising data. EPJ Data Science.
Joao Palotti, Natalia Adler, Alfredo Morales-Guzman, Jeffrey Villaveces, Vedran Sekara, Manuel Garcia Herranz, Musa Al-Asad, Ingmar Weber. (2020) Monitoring of the Venezuelan exodus through Facebook’s advertising platform. Plos one.
Gabrielle Berman, Karen Carter, MG Herranz, Vedran Sekara. (2020) Digital contact tracing and surveillance during COVID-19. General and child-specific ethical issues. UNICEF Office of Research.
Isabelle Tingzon, Ardie Orden, Stephanie Sy, Vedran Sekara, Ingmar Weber, Masoomali Fatehkia, Manuel Garcia Herranz, Dohyung Kim. (2019) Mapping poverty in the Philippines using machine learning, satellite imagery, and crowd-sourced geospatial information. AI for Social Good ICML 2019 Workshop.
Lorenzo Coviello, Massimo Franceschetti, Manuel García-Herranz, Iyad Rahwan. (2019) Predicting and containing epidemic risk using on-line friendship networks. Plos one.
M Garcia-Herranz, N Zurutuza, V Sekara, D Kim, C Fabian. (2019) Unequal challenges of Deep Learning for mapping all schools in the world. Journal of Design and Science.
J Palotti, N Adler, AJ Morales, J Villaveces, V Sekara, M Garcia Herranz, M Al-Asad, I Weber. (2019) Real-Time Monitoring of the Venezuelan Exodus through Facebook’s Advertising Platform. r4v.info.
Vedran Sekara, Elisa Omodei, Laura Healy, Jan Beise, Claus Hansen, Danzhen You, Saskia Blume, Manuel Garcia-Herranz. (2019) Mobile Phone Data for Children on the Move: Challenges and Opportunities. Guide to Mobile Data Analytics in Refugee Scenarios. Springer.
Zhuangfang Yi, Naroa Zurutuza, Drew Bollinger, Manuel Garcia-Herranz, Dohyung Kim. (2019) Towards equitable access to information and opportunity for all: mapping schools with high-resolution Satellite Imagery and Machine Learning. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops.
Yves-Alexandre de Montjoye, Sébastien Gambs, Vincent Blondel, Geoffrey Canright, Nicolas de Cordes, Sébastien Deletaille, Kenth Engø-Monsen, Manuel Garcia-Herranz, Jake Kendall, Cameron Kerry, Gautier Krings, Emmanuel Letouzé, Miguel Luengo-Oroz, Nuria Oliver, Luc Rocher, Alex Rutherford, Zbigniew Smoreda, Jessica Steele, Erik Wetter, Alex “Sandy” Pentland, Linus Bengtsson. (2018). On the privacy-conscientious use of mobile phone data. Scientific Data 5, 180286 EP –
Alex Rutherford, Yonatan Lupu, Manuel Cebrian, Iyad Rahwan, Brad L. LeVeck, Manuel Garcia-Herranz. (2018) Inferring mechanisms for global constitutional progress. Nature Human Behaviour 2 (8), 592–599
Vedran Sekara, Alex Rutherford, Gideon Mann, Mark Dredze, Natalia Adler, Manuel Garcia-Herranz. (2018). Trends in the Adoption of Corporate Child Labor Policies: An Analysis with Bloomberg Terminal ESG Data. Bloomberg Data for Good Exchange Conference
Do-Hyung Kim, Artur Nowakowski, Stefan Ernst, Rogerio Bonifacio, Manuel Garcia Herranz (2018) Monitoring food security in Malawi using drone and satellite imagery AGU Fall Meeting Abstracts
David Roldán-Alvarez, Estefanía Martín, Pablo A Haya, Manuel García-Herranz, María Rodríguez-González. (2018). DEDOS: An authoring toolkit to create educational multimedia activities for multiple devices. IEEE Transactions on Learning Technologies
L Coviello, M Franceschetti, M García-Herranz, I Rahwan. (2016). Predicting and containing epidemic risk using friendship networks. Information Theory and Applications Workshop (ITA), 2016, 1-7.
Rutherford, A., Lupu, Y., Cebrian, M., Rahwan, I., LeVeck, B., & Garcia-Herranz, M. (2016). Disentangling Network and Global Effects in Constitutional Political Development. arXiv preprint arXiv:1606.04012.
Dredze, M., García-Herranz, M., Rutherford, A., & Mann, G. (2016). Twitter as a Source of Global Mobility Patterns for Social Good. arXiv preprint arXiv:1606.06343.
Roldán-Álvarez, D., Martín, E., García-Herranz, M., & Haya, P. A. (2016). Mind the gap: Impact on learnability of user interface design of authoring tools for teachers. International Journal of Human-Computer Studies, 94, 18-34.
M Imran, P Meier, C Castillo, A Lesa, M Garcia Herranz (2016).Enabling digital health by automatic classification of short messages. Proceedings of the 6th International Conference on Digital Health Conference
(2015) Social Media Fingerprints of Unemployment. PLoS ONE 10(5): e0128692. doi: 10.1371/journal.pone.0128692 (JCR 2013 3.534)
David Roldán-Álvarez, Ana Márquez-Fernández, Silvia Rosado-Martín, Estefanía Martín, Pablo A Haya, Manuel García-Herranz. Benefits of Combining Multitouch Tabletops and Turn-Based Collaborative Learning Activities for People with Cognitive Disabilities and People with ASD. IEEE 14th International Conference on Advanced Learning Technologies (ICALT), pp. 566-570. 2014
M Garcia-Herranz, E Moro, M Cebrian, NA Christakis, JH Fowler (2014). Using friends as sensors to detect global-scale contagious outbreaks. PLoS ONE9(4): e92413. doi: 10.1371/journal.pone.0092413. (JCR 2013 3.534)
Leila S Shafti, Pablo A Haya, Manuel García-Herranz,, Eduardo Pérez. Inferring ECA-based rules for ambient intelligence using evolutionary feature extraction. Journal of Ambient Intelligence and Smart Environments. IOS Press. JAISE (5) 6, 563-587 (JCR 2013, 1.082).
Manuel García-Herranz, Manuel Cebrian, Esteban Moro Egido. Via Catalana from the Twittersphere. Working paper
García-Herranz, Manuel; Olivera, Fernando; Haya, Pablo; Alamán, Xavier. 2012. Harnessing the Interaction Continuum for Subtle Assisted Living. Sensors 12, no. 7: 9829-9846. (JCR 2012, 1.953)
Leila Shila Shafti, Pablo A. Haya, Manuel García-Herranz, Eduardo Pérez: Evolutionary Feature Extraction to Infer Behavioral Patterns in Ambient Intelligence. AmI 2012: 256-271
Leila Shila Shafti, Pablo A. Haya, Manuel García-Herranz, Xavier Alamán: Personal Ambient Intelligent Reminder for People with Cognitive Disabilities. IWAAL 2012: 383-390
2011
Manuel Garcia-Herranz, Fernando Olivera, Pablo Haya and Xavier Alamán. Supporting people with special needs: Coding simple messages for distributed subtle interaction. 5th International Symposium on Ubiquitous Computing and Ambient Intelligence UCAMI 20011. Cancún, Méjico, 5 a 9 de Diciembre de 2011
Fernando Olivera, Manuel García-Herranz, Pablo A. Haya, and Pablo Llinás Do Not Disturb: Physical Interfaces for Parallel Peripheral Interactions 13th IFIP TC13 Conference on Human-Computer Interaction (Interact 2011) (CORE 2008 A, ERA 2010 A). Lisboa, Portugal, 5 a 9 de Septiembre de 2011
Pablo Llinás, Manuel García-Herranz, Pablo A. Haya, and Germán Montoro Unifying Events from Multiple Devices for Interpreting User Intentions through Natural Gestures 13th IFIP TC13 Conference on Human-Computer Interaction (Interact 2011) (CORE 2008 A, ERA 2010 A). Lisboa, Portugal, 5 a 9 de Septiembre de 2011
Gómez, J., Montoro, G., Haya, P. A., García-Herranz, M., Alamán, X. Distributed schema-based middleware for Ambient Intelligence environments Ubiquitous Developments in Ambient Computing and Intelligence: Human-Centered Applications pp. 205-218, IGI Global I SBN13: 978-1-60960-549-0
David Roldán, Estefanía Martín, Pablo A. Haya, Manuel García-Herranz Adaptive Activities for Inclusive Learning using Multitouch Tabletops: An approach. In Personalization Approaches in Learning Environments (PALE’2011), Girona, Spain, July, 15.
Estefanía Martín, Pablo A. Haya, David Roldán, Manuel García‐Herranz. Generating adaptive collaborative learning activities for multitouch tabletops. Computer Assisted Learning (CAL) Manchester, UK, 13-15 April, 2011.
Manuel García-Herranz, Xavier Alamán, Pablo A. Haya Exploitational Interaction Lecture Notes in Artificial Intelligence, Springer Berlin/Heidelberg Volumen 589 pp. 119-142
2010
Ebroul Izquierdo, Yang Cai, Qianni Zhang, Manuel García-Herranz. ACM workshop on surreal media and virtual cloning. ACM Multimedia 2010: 1767-1768
Yang Cai, Rafael de M. Franco, Manuel García-Herranz. Visual latency-based interactive visualization for digital forensics. Journal of Computational Science Volume 1 Issue 2 Pages 115-120. Elsevier. June 2010.
Manuel García-Herranz, Xavier Alamán, Pablo A. Haya. Easing the Smart Home: A rule-based language and multi-agent structure for end user development in Intelligent Environments. Journal of Ambient Intelligence and Smart Environments. IOS Press. Volume 2, Number 4, 437-438. November 2010
Manuel García-Herranz, Pablo A. Haya, Pablo Llinás, Estefanía Martín, Germán Montoro and Miguel Mora. “Superficies multitáctiles horizontales como soporte educativo”, in XI Congreso Nacional de Informática Educativa, SINTICE 2010 (CEDI 2010). ISBN:978-84-92812-53-0, Valencia, Spain. September 7-10, pp. 197-204, 2010. (authors listed in alphabetical order. Contact Person: Pablo A. Haya)
Manuel García-Herranz, Pablo A. Haya Xavier Alamán. Towards a Ubiquitous End-User Programming System for Smart Spaces. Journal of Universal Computer Science (JUCS) Volume 16-12, 1633-1649. (JCR 2010, 0.578)
Fernando Olivera, Manuel García-Herranz and Pablo Haya. “Subtle Interaction for Ambient Assisted Living”. II International Workshop on Ambient Assisted Living, IWAAL 2010 (CEDI 2010). ISBN: 978-84-92812-67-7. Valencia, Spain. September 7-10, pp. 89-98, 2010.
Pablo Llinás, Germán Montoro, Pablo Haya, Manuel García-Herranz and Xavier Alamán. “Interacción gestual sobre superficies horizontales multi-contacto para un control natural”. XI Congreso Internacional de Interacción Persona-Ordenador (Interacción). ISBN:978-84-92812-52-3, CEDI 2010, pp. 191-200,2010
2009
M. García-Herranz Easing the Smart Home: a rule-based language and multi-agent structure for end user development in Intelligent Environments Esuela Politécnica Superior, Universidad Autónoma de Madrid. 29th October 2009. PhD Thesis.
Manuel García-Herranz, Germán Montoro, and Pablo Haya. Living intelligently assisted: augmented objects for subtle interaction. Designing Ambient Interactions for older users. Adjunct proceedings of the 3rd European Conference on Ambient Intelligence (AmI’09). Salzburg, Austria. 18th-21st November 2009.
Manuel García-Herranz, Xavier Alamán and Pablo Haya. The intelligence of Intelligent Environments. Instinctive Computing International Workshop, Carnegie Mellon University, Pittsburgh, USA, June 15–16 2009.
Manuel García-Herranz, Pablo Haya, Xavier Alamán. Easing the Smart Home: Translating human hierarchies to Intelligent Environments. In Joan Cabestany, Franciso Sandoval, Alberto Prieto, and Juan M. Corchado, editors, IWANN(1), volume 5517 of Lecture Notes in Computer Science, pp. 1529–1544. Springer, 2009. BibTeX
Javier Gómez, Germán Montoro, Pablo A. Haya, Manuel García-Herranz, Xavier Alamán. Easing the integration and communication in ambient intelligence. International Journal of Ambient Computing and Intelligence (IJACI) (ISSN: 1941-8647), Vol. 1(3), pág. 53-65
Pablo Llinás, Germán Montoro, Manuel García-Herranz, Pablo Haya, Xavier Alamán. Adaptive Interfaces for People with Special Needs. In Sigeru Omatu, Miguel Rocha, José Bravo, Florentino Fernández Riverola, Emilio Corchado, Andrés Bustillo, and Juan M. Corchado, editors, IWANN(2), volume 5518 of Lecture Notes in Computer Science, pp. 772–779. Springer, 2009. BibTeX
A. Esquivel, P.A. Haya, M. García-Herranz, X. Alamán. A Proposal for Facilitating Privacy-Aware Applications in Active Environments. Advances in Soft Computing (ISSN 1615-3871). Vol. 51, 2009, pp. 312–320
2008
M. García-Herranz, P. A. Haya, A. Esquivel, G. Montoro and X. Alamán, “Easing the smart home: Semiautomatic adaptation in perceptive environments” Journal of Universal Computer Science, vol. 14, no. 9, pp. 1529–1544, may 2008. [Online]. Available: http://www.jucs.org/jucs 14 9/easing the smart home (JCR 2008, 0.488) BibTeX
2007
Abraham Esquivel Salas, Pablo A. Haya Coll, Manuel García-Herranz del Olmo, Xavier Alamán Roldán, Managing Pervasive Environment Privacy Using the fair trade Metaphor en Cooperative Information Systems (CoopIS 07). LNCS, Springer, New York, 2007. Vol. 4806, pp. 804-813, ISBN: 3540768890, (JCR impact factor: 0.302).
Manuel García-Herranz del Olmo, Xavier Alamán Roldán, Pablo A. Haya Coll, Pablo Martín, Easing the Smart Home: augmenting devices and defining scenarios en 2nd International Symposium on Ubiquitous Computing & Ambient Intelligence. 2nd International Symposium on Ubiquitous Computing&Ambient, Thomson, editorial, 2007. pp. 67-74, ISBN: 9788497326056. Best Paper Award
Germán Montoro, Manuel García-Herranz del Olmo, Pablo A. Haya Coll, Xavier Alamán Roldán, Daniel Brande, Sandra Baldassarri, Eva Cerezo, Francisco Seron, Integración de un agente virtual 3D en un entorno de inteligencia ambiental en II Simposio de Computación Ubicua e Inteligencia Ambiental. II Simposio de Computación Ubicua e Inteligencia Ambiental, Thomson, 2007. pp. 135-142, ISBN: 9788497326056
2006
Manuel García-Herranz, Pablo A. Haya, Abraham Esquivel, Germán Montoro and Xavier Alamán. 2006. Semi-automation in Perceptive Environments: A rule-based agents proposal. VII Congreso Internacional de Interacción Persona-Ordenador. ISBN: 84-690-1613-X.(INTERACCION 2006), Puerto Llano, Spain. Noviembre, 2006. Pag. 89-98.
Manuel García-Herranz, Pablo A. Haya, Germán Montoro, Abraham Esquivel, and Xavier Alamán. 2006. Adaptación automática de entornos activos mediante agentes basados en reglas. 2nd International Workshop on Ubiquitous Computing & Ambient Intelligence. ISBN: 84-6901744-6. Pag. 189-204
Pablo A. Haya, Germán Montoro, Xavier Alamán, Abraham Esquivel and Manuel García-Herranz. 2006. A mechanism for solving conflicts in Ambient Intelligent environments. Journal of Universal Computer Science, 12, 3, 284-296 (JCR 2006: 0.338)
Xavier Alamán Roldán, Germán Montoro Manrique, Abraham Esquivel, Ramón Hervás, José Bravo, Pablo A. Haya Coll and Manuel García-Herranz del Olmo, A Prototype of Context Awareness Architecture for Ambience Intelligence at Home en International Symposium on Intelligent Environments.Proceendings, 2006. pp. 49-55, ISBN: 1599715295
Pablo A. Haya, Germán Montoro, Abraham Esquivel, Manuel García-Herranz and Xavier Alamán. 2006. Desarrollo de aplicaciones sensibles al contexto en Entornos Activos. 2nd International Workshop on Ubiquitous Computing & Ambient Intelligence. ISBN: 84-6901744-6. Pag. 205-217
Pablo A. Haya, Abraham Esquivel, Germán Montoro, Manuel García-Herranz and Xavier Alamán. 2006. A Prototype of Context Awareness Architecture for Ambience Intelligence at Home.In proceedings of the International Symposium on Intelligent Environments, 5-7 abril de 2006, Cambridge – Reino Unido, 49-56 ISBN: 1-59971-529-5
Book chapters
M. García-Herranz, P. A. Haya, A. Esquivel, G. Montoro and X. Alamán, “Easing the smart home: Semiautomatic adaptation in perceptive environments” Domotics: Smart Technology, Smarter Homes ISBN: 978-81-314-2144-4), ed. Anil Varma, The Ifcai University Press, Chapter 8, pp. 97-117, 2009.
A. Esquivel, P.A. Haya, M. García-Herranz, X. Alamán. Harnessing the “Fair Trade” metaphor as privacy control in Ambient Intelligence. Ambient Intelligence Perspectives (ISBN 978-1-58603-946-2). P. Mikulecky et al. (Eds.). IOS Press. 2008, pp. 73–81.
Manuel García-Herranz 