Publications

  1. João Guerreiro, Roger Garriga, Toni Lozano Bagén, Brihat Sharma, Niranjan S. Karnik, and Aleksandar Matic. "Transatlantic transferability and replicability of machine-learning algorithms to predict mental health crises." npj Digital Medicine 7, no. 1 (2024): 227.
  2. João Guerreiro, Laura Schulze, Albert Garcia i Tormo, Amanda J. Henwood, Luc Schneider, Elise Krob, Sarah Salvilla, Kelly MY Chan, Sarah Deedat, and Aleksandar Matic. "The Relationship Between Big Five Personality Traits and Sleep Patterns: A Systematic Review." Nature and Science of Sleep (2024): 1327-1337.
  3. Laura Schulze, Amanda Henwood, Aleksandar Matic, Bartek Skorulski, Luc Schneider, Sophie Dix, João Guerreiro, and Paul Dolan. “Efficacy of the “Foundations” Smartphone Application in Improving Mental Well-Being in Students: A Randomized Controlled Trial.” Journal of Technology in Behavioral Science (2024): 1-9.
  4. Luc Schneider, Aleksandar Matic, Teodora Sandra Buda, and Paul Dolan. "Me, my thoughts and I–Personality as a moderator of the effect of thoughts on subjective well-being." Personality and Individual Differences 222 (2024): 112584.
  5. Roger Garriga, Teodora Sandra Buda, João Guerreiro, Jesus Omana Iglesias, Inaki Estella Aguerri, and Aleksandar Matic. "Combining Clinical Notes With Structured Electronic Health Records Enhances the Prediction of Mental Health Crisis." Cell Reports Medicine (2023), doi:10.1016/j.xcrm.2023.101260.
  6. Teodora Sandra Buda, Mohammed Khwaja, Roger Garriga, Aleksandar Matic, "Two edges of the screen: Unpacking positive and negative associations between phone use in everyday contexts and subjective well-being", PLOS ONE 18(4): e0284104 (2023).
  7. Hilary Weingarden, Roger Garriga Calleja, Jennifer L. Greenberg, Ivar Snorrason, Aleksandar Matic, Rachel Quist, Oliver Harrison, Susanne S. Heoppner, Sabine Wilhelm, "Characterizing observed and effective behavioral engagement with smartphone cognitive behavioral therapy for body dysmorphic disorder: A methods roadmap and use case", Internet Interventions Vol. 32, 2023. doi:10.1016/j.invent.2023.100615.
  8. Teodora Sandra Buda, Joao Guerreiro, Jesus Omana Iglesias, Carlos Castillo, Oliver Smith, and Aleksandar Matic. "Foundations for Fairness in Digital Health Apps." Frontiers in Digital Health: 165, 2022.
  9. Roger Garriga, Javier Mas, Semhar Abraha, Jon Nolan, Oliver Harrison, George Tadros, Aleksandar Matic. "Machine learning model to predict mental health crises from electronic health records." Nature Medicine (2022). doi:10.1038/s41591-022-01811-5.
  10. Roger Garriga, Aleksandar Matic. "Machine learning paves the way toward the prevention of mental health crises". Nature Medicine (2022). doi:10.1038/s41591-022-01820-4.
  11. Amanda Henwood, João Guerreiro, Aleksandar Matic, Paul Dolan, "The duration of daily activities has no impact on measures of overall wellbeing". Scientific Reports 12, 514 (2022).
  12. Mohammed Khwaja, Svenja Pieritz, Aldo Faisal, and Aleksandar Matic. "Personality and Engagement with Digital Mental Health Interventions". In Proceedings of UMAP 2021.
  13. Teodora Sandra Buda, Roger Garriga, Mohammed Khwaja, Aleksandar Matic, "Outliers in Smartphone Sensor Data Reveal Outliers in Daily Happiness". IMWUT, 2021.
  14. Svenja Pieritz, Mohammed Khwaja, Aldo Faisal, Aleksandar Matic, "Personalised Recommendations in Mental Health Apps: The Impact of Autonomy and Data Sharing". CHI 2021.
  15. Hilary Weingarden, Aleksandar Matic, Roger Garriga Calleja, Jeniffer L. Greenberg, Oliver Harrison, Sabine Wilhelm, (2020). "Optimizing smartphone CBT for body dysmorphic disorder using passive smartphone data: Initial insights from an open pilot trial". JMIR Mhealth Uhealth, 8: e16350. doi: 10.2196/16350.
  16. Gemma Galdon Clavell, Mariano Martín Zamorano, Carlos Castillo, Oliver Smith and Aleksandar Matic, "Auditing Algorithms: On Lessons Learned and the Risks of Data Minimization". AIES, 2020.
  17. Jakob E Bardram, Aleksandar Matic, "A Decade of Ubiquitous Computing Research in Mental Health". IEEE Pervasive Computing, 2020.
  18. Mohammed Khwaja, Sumar S. Vaid, Sara Zannone, Gabriella M. Harari, A. Aldo Faisal, Aleksandar Matic, "Modeling Personality vs. Modeling Personalidad", IMWUT (Ubicomp), 2019.
  19. Mohammed Khwaja, Miquel Ferrer, Jesus Omana Iglesias, A. Aldo Faisal, Aleksandar Matic, "Aligning Daily Activities with Personality", RecSys 2019.
  20. Sabine Wilhelm, Hilary Weingarden, Jennifer L. Greenberg, Thomas H. McCoy, Ilana Ladis, Berta J. Summers, Aleksandar Matic, Oliver Harrison, “Development and Pilot Testing of a CBT Digital Service for BDD”, Behavior Therapy, 2019.
  21. Mohammed Khwaja, Aleksandar Matic, “Personality is Revealed During Weekends”, INTERACT 2019.
  22. Marios Constantinides, Jonas Busk, Aleksandar Matic, Maria Faurholt-Jepsen, Lars Vedel Kessing, Jakob E. Bardram, "Personalized versus Generic Mood Prediction Models in Bipolar Disorder", UBICOMP 2018 Workshop.
  23. Souneil Park, Aleksandar Matic, Kamini Garg, Nuria Oliver, “When Simpler Data Does Not Imply Less Information.” ACM TWEB 12, no. 2 (2018): 9.
  24. Martin Pielot, Bruno Cardoso, Kleomenis Katevas, Joan Serrà, Aleksandar Matic, Nuria Oliver. “Beyond Interruptibility: Predicting Opportune Moments to Engage Mobile Phone Users”, UbiComp’17.
  25. Aleksandar Matic, Martin Pielot, Nuria Oliver, “OMG! How did it know that?” UMAP ’17 Adjunct.
  26. Kay Connelly, Oscar Mayora, Jesus Favela, Maia Jacobs, Aleksandar Matic, Chris Nugent, Stefan Wagner, “The Future of Pervasive Health”, IEEE Pervasive Computing, 2017.
  27. Monica Tentori, Lizbeth Escobedo, Carlos Hernandez, Aleksandar Matic, Gillian R. Hayes, "Pervasive Displays in Classrooms of Children with Severe Autism", IEEE Pervasive Computing, 2016.
  28. Aleksandar Matic, Nuria Oliver, "The Untapped Opportunity of Mobile Network Data for Mental Health", Pervasive Health Workshop, 2016.
  29. Joan Serrà, Aleksandar Matic, Josep Luis Arcos, Alexandros Karatzoglou, "A genetic algorithm to discover flexible motifs..." ICDM Workshop, 2016.
  30. Aleksandar Matic, Martin Pielot, Nuria Oliver, "Boredom-Computer Interaction..." UbiComp 2015.
  31. Nuria Oliver, Aleksandar Matic, Enrique Frias Martinez, "Mobile Data for Public Health", Frontiers of Public Health, 2015.
  32. Diego Hidalgo-Mazzei, Ainoa Mateu, María Reinares, Aleksandar Matic, Eduard Vieta, Francesc Colom, "Internet-based psychological interventions for bipolar disorder", Journal of Affective Disorders, 2015.
  33. Aleksandar Matic, Gillian Hayes, Monica Tentori, Maryam Abdullah, Sabrina Schuck "Collective use of a Situated Display..." UbiComp, 2014. (Best Paper Nominee)
  34. Aleksandar Matic, Venet Osmani, Oscar Mayora, "Mobile Monitoring of Formal and Informal Social Interactions at Workplace" UbiComp Workshop, 2014.
  35. Aleksandar Matic, Alban Maxhuni, Venet Osmani, Oscar Mayora, "Virtual Uniforms..." UbiComp 2013.
  36. Aleksandar Matic, Venet Osmani, Oscar Mayora, “Trade-offs in Monitoring Social Interactions”. IEEE Communications Magazine, 2013.
  37. Cristina Costa, Aleksandar Matic, “Can Context Awareness and Affective Computing Inform Mobile Games User Research?" CHI 2013 Workshop.
  38. Aleksandar Matic, Venet Osmani, Oscar Mayora, “Automatic Sensing of Speech Activity and Correlation with Mood Changes". Book chapter, Springer, 2013.
  39. Venet Osmani, Iacopo Carreras, Aleksandar Matic, Piret Saar, “An Analysis of Distance Estimation..." JAIHC, 2013.
  40. Aleksandar Matic, Venet Osmani, Oscar Mayora, “Analysis of Social Interactions through Mobile Phones". MONET, 2012.
  41. Aleksandar Matic, Venet Osmani, Oscar Mayora, “Speech Activity Detection Using Accelerometer". EMBC 2012.
  42. Aleksandar Matic, Venet Osmani, Alban Maxhuni, Oscar Mayora, “Multi-Modal Mobile Sensing of Social Interactions". PervasiveHealth 2012.
  43. Aleksandar Matic, Priyal Mehta, James M. Rehg, Venet Osmani, Oscar Mayora, "Monitoring Dressing Activity Failures through RFID and Video". Methods of Information in Medicine, 2012.
  44. Iacopo Carreras, Aleksandar Matic, Piret Saar, Venet Osmani, "Comm2Sense: Detecting Proximity Through Smartphones". PerCom Workshop, 2012.
  45. Aleksandar Matic, Venet Osmani, Andrei Popleteev, Oscar Mayora, “A Pilot Study of Short-Term Effects of Sedentary Behavior on Mood Changes". BIOSTEC 2012.