Amygdala; Neurofeedback; Fibromyalgia; Chronic pain; Sleep; Disorders; Allostatic load

Goldway, Noam, Ablin, Jacob, Lubin, Omer, Zamir, Yoav, Keynan, Jackob Nimrod, Or-Borichev, Ayelet, Cavazza, Marc ORCID: 0000-0001-6113-9696 , Charles, Fred, Intrator, Nathan, Brill, Silviu, Ben-Simon, Eti, Sharon, Haggai and Hendler, Talma (2018) Volitional limbic neuromodulation has a multifaceted clinical benefit in Fibromyalgia patients. NeuroImage, 186. pp. 758-770. ISSN 1053-8119 (doi:https://doi.org/10.1016/j.neuroimage.2018.11.001)

Artificial Intelligence

Zeng, Yifeng, Chen, Xuefeng, Cao, Xin, Qin, Shengchao, Cavazza, Marc ORCID: 0000-0001-6113-9696 and Xiang, Yanping (2015) Optimal route search with the coverage of users’ preferences. In: Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence (IJCAI 2015). AAAI Press, pp. 2118-2124.

Bariatric Surgery; Virtual Environment; Planning Domain; Planning Formalism; Undesirable Behaviour

Lindsay, Alan, Charles, Fred, Read, Jonathon, Porteous, Julie, Cavazza, Marc ORCID: 0000-0001-6113-9696 and Georg, Gersende (2015) Generation of non-compliant behaviour in virtual medical narratives. In: Intelligent Virtual Agents. Lecture Notes in Computer Science, 9238 . Springer, Cham, pp. 216-228. ISBN 978-3-319-21995-0 ISSN 0302-9743 (doi:https://doi.org/10.1007/978-3-319-21996-7_22)

Bio-safety risk management, training application, virtual worlds

Prendinger, Helmut, Alvarez, Nahum, Sanchez-Ruiz, Antonio, Cavazza, Marc ORCID: 0000-0001-6113-9696 , Catarino, João, Oliveira, João, Prada, Rui, Fujimoto, Shuji and Shigematsu, Mika (2016) Intelligent biohazard training based on real-time task recognition. ACM Transactions on Interactive Intelligent Systems, 6 (3):21. pp. 1-32. ISSN 2160-6455 (Print), 2160-6463 (Online) (doi:https://doi.org/10.1145/2883617)

Brain-Computer Interface; Approach Motivation; Neurofeedback; Functional Near-Infrared Spectroscopy

Aranyi, Gabor, Charles, Fred and Cavazza, Marc ORCID: 0000-0001-6113-9696 (2015) Anger-based BCI using fNIRS neurofeedback. In: Proceedings of the 28th Annual ACM Symposium on User Interface Software & Technology - UIST '15. ACM, New York, pp. 511-521. ISBN 9781450337793 (doi:https://doi.org/10.1145/2807442.2807447)

Brain–computer interface (BCI), neurofeedback (NF), electroencephalogram (EEG), intracranial depth electrodes

Yamin, Hagar Grazya, Gazit, Tomer, Tchemodanov, Natalia, Raz, Gal, Jackont, Gilan, Charles, Fred, Fried, Itzhak, Hendler, Talma and Cavazza, Marc ORCID: 0000-0001-6113-9696 (2017) Depth electrode neurofeedback with a virtual reality interface. Brain-Computer Interfaces, 4 (4). pp. 201-213. ISSN 2326-263X (Print), 2326-2621 (Online) (doi:https://doi.org/10.1080/2326263X.2017.1338008)

Cognitive neuroscience; Emotion; Neuroscience; Stress and resilience

Keynan, Jackob N., Cohen, Avihay, Jackont, Gilan, Green, Nili, Goldway, Noam, Davidov, Alexander, Meir-Hasson, Yehudit, Raz, Gal, Intrator, Nathan, Fruchter, Eyal, Ginat, Keren, Laska, Eugene, Cavazza, Marc ORCID: 0000-0001-6113-9696 and Hendler, Talma (2018) Electrical fingerprint of the amygdala guides neurofeedback training for stress resilience. Nature Human Behaviour, 3. pp. 63-73. ISSN 2397-3374 (Online) (doi:https://doi.org/10.1038/s41562-018-0484-3)

Computing methodologies; Artificial intelligence; Computer vision; Computer vision tasks

Guerrini, Fabrizio, Adami, Nicola, Benini, Sergio, Piacenza, Alberto, Porteous, Julie, Cavazza, Marc ORCID: 0000-0001-6113-9696 and Leonardi, Riccardo (2017) Interactive film recombination. ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM), 13 (4):52. pp. 1-22. ISSN 1551-6857 (Print), 1551-6865 (Online) (doi:https://doi.org/10.1145/3103241)

EEG–fMRI integration, EEG-neurofeedback, fMRI-neurofeedback, real-time fMRI, amygdala, emotion regulation, interface, virtual reality

Cohen, Avihay, Keynan, Jackob N., Jackont, Gilan, Green, Nilli, Rashap, Iris, Shani, Ofir, Charles, Fred, Cavazza, Marc ORCID: 0000-0001-6113-9696 , Hendler, Talma and Raz, Gal (2016) Multi-modal virtual scenario enhances neurofeedback learning. Frontiers in Robotics and AI, 3:52. pp. 1-11. ISSN 2296-9144 (Online) (doi:https://doi.org/10.3389/frobt.2016.00052)

Human-centred computing; Computing methodologies, Human-computer interaction (HCI); Computer graphics; Interaction paradigms; Graphics systems and interfaces

Porteous, Julie, Lindsay, Alan, Read, Jonathon, Truran, Mark and Cavazza, Marc ORCID: 0000-0001-6113-9696 (2015) Automated extension of narrative planning domains with antonymic operators. In: Proceedings of the 2015 International Conference on Autonomous Agents and Multiagent Systems (AAMAS '15). International Foundation for Autonomous Agents and Multiagent Systems, Richland County, South Carolina, pp. 1547-1555. ISBN 978-1-4503-3413-6

Influence Diagrams, Decision Making, Multiple Agents

Conroy, Ross, Zeng, Yifeng, Cavazza, Marc ORCID: 0000-0001-6113-9696 , Tang, Jing and Pan, Yinghui (2016) A value equivalence approach for solving interactive dynamic influence diagrams. In: Proceedings of the 2016 International Conference on Autonomous Agents & Multiagent Systems (AAMAS '16). ACM, Singapore, pp. 1162-1170. ISBN 978-1-4503-4239-1

Intelligent tutoring systems; Interactive narrative; Drama managed environment; User interest

Alvarez, Nahum, Sanchez-Ruiz, Antonio, Cavazza, Marc ORCID: 0000-0001-6113-9696 , Shigematsu, Mika and Prendinger, Helmut (2014) Narrative balance management in an Intelligent biosafety training application for improving user performance. International Journal of Artificial Intelligence in Education, 25 (1). pp. 35-59. ISSN 1560-4292 (Print), 1560-4306 (Online) (doi:https://doi.org/10.1007/s40593-014-0022-z)

Interactive dynamic influence diagrams (I-DIDs); Learning algorithms; Data-driven learning techniques

Conroy, Ross, Zeng, Yifeng, Cavazza, Marc ORCID: 0000-0001-6113-9696 and Chen, Yingke (2015) Learning behaviors in agents systems with interactive dynamic influence diagrams. In: Proceedings of the 24th International Conference on Artificial Intelligence (IJCAI'15). AAAI Press, pp. 39-45. ISBN 978-1-57735-738-4

Narrative Storytelling, Machine Learning

Polceanu, Mihai, Porteous, Julie, Lindsay, Alan and Cavazza, Marc ORCID: 0000-0001-6113-9696 (2021) Narrative Plan Generation with Self-Supervised Learning. In: Proceedings of the 35th AAAI Conference on Artificial Intelligence (AAAI-21), 2-9 February 2021, Virtual. (Submitted)

Plan-based narrative generation; multiplot narrative generation

Porteous, Julie, Charles, Fred and Cavazza, Marc ORCID: 0000-0001-6113-9696 (2016) Plan-based narrative generation with coordinated subplots. In: ECAI 2016. Frontiers in Artificial Intelligence and Applications, 285 . IOS Press, pp. 846-854. ISBN 978-1-61499-671-2 (doi:https://doi.org/10.3233/978-1-61499-672-9-846)

Semantics, Knowledge representation, Context, Games, Bayes methods, Cognition, Data models

Ludwig, Oswaldo, Do, Quynh Ngoc Thi, Smith, Cameron, Cavazza, Marc ORCID: 0000-0001-6113-9696 and Moens, Marie-Francine (2017) Learning to extract action descriptions from narrative text. IEEE Transactions on Games, 10 (1). pp. 15-28. ISSN 2475-1502 (Print), 2475-1510 (Online) (doi:https://doi.org/10.1109/TCIAIG.2017.2657690)

UAV Coordination, UTM, Conflict Detection and Resolution, Task Allocation, Path Planning

Ho, Florence, Geraldes, Ruben, Goncalves, Artur, Cavazza, Marc ORCID: 0000-0001-6113-9696 and Prendinger, Helmut (2019) Improved conflict detection and resolution for service UAVs in shared airspace. IEEE Transactions on Vehicular Technology, 68 (2). pp. 1231-1242. ISSN 0018-9545 (Print), 1939-9359 (Online) (doi:https://doi.org/10.1109/TVT.2018.2889459)

Unmanned Aircraft System Traffic Management; Pre-Flight Conflict Detection and Resolution; Multi-Agent Path Finding; Heterogeneous Agents

Ho, Florence, Goncalves, Artur, Salta, Ana, Cavazza, Marc ORCID: 0000-0001-6113-9696 , Geraldes, Ruben and Prendinger, Helmut (2019) Multi-agent path finding for UAV traffic management: Robotics track. In: Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems (AAMAS 2019). Association for Computing Machinery (ACM), pp. 131-139. ISBN 978-1-4503-6309-9 ISSN 2523-5699

Unmanned aircraft system traffic management (UTM), pre-flight conflict detection and resolution (CDR), multi-agent path finding (MAPF), air traffic complexity metrics

Ho, Florence ORCID: 0000-0003-4703-7727 , Geraldes, Ruben, Goncalves, Artur, Rigault, Bastien, Oosedo, Atsushi, Cavazza, Marc ORCID: 0000-0001-6113-9696 and Prendinger, Helmut ORCID: 0000-0003-4654-9835 (2019) Pre-flight conflict detection and resolution for UAV integration in shared airspace: Sendai 2030 model case. IEEE Access, 7. pp. 170226-170237. ISSN 2169-3536 (Online) (doi:https://doi.org/10.1109/ACCESS.2019.2954987)

Virtual Agents; Interactive Storytelling; Narrative Modeling; Planning; Game-based Education

Porteous, Julie, Charles, Charles, Smith, Cameron, Cavazza, Marc ORCID: 0000-0001-6113-9696 , Mouw, Jolien and van den Broek, Paul (2017) Using virtual narratives to explore children’s story understanding. In: Proceedings of the 16th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2017). International Foundation for Autonomous Agents and Multiagent Systems, pp. 773-781.

Virtual environments (VEs); 3D rendering engine (Unity3D)

Aranyi, Gabor, Kouider, Sid, Lindsay, Alan, Prins, Hielke, Ahmed, Imtiaj, Jacucci, Giulio, Negri, Paolo, Gamberini, Luciano, Pizzi, David and Cavazza, Marc ORCID: 0000-0001-6113-9696 (2014) Subliminal cueing of selection behavior in a virtual environment. Presence: Teleoperators and Virtual Environments, 23 (1). pp. 33-50. ISSN 1054-7460 (Print), 1531-3263 (Online) (doi:https://doi.org/10.1162/PRES_a_00167)

augmented cognition; brain–computer interfaces; superintelligence; heuristic search

Cavazza, Marc ORCID: 0000-0001-6113-9696 (2018) A motivational model of BCI-controlled heuristic search. Brain Sciences, 8 (9):166. ISSN 2076-3425 (Online) (doi:https://doi.org/10.3390/brainsci8090166)

brain-computer interfaces, fNIRS, neurofeedback, affective computing, virtual agents

Aranyi, Gabor, Pecune, Florian, Charles, Fred, Pelachaud, Catherine and Cavazza, Marc ORCID: 0000-0001-6113-9696 (2016) Affective interaction with a virtual character through an fNIRS brain-computer interface. Frontiers in Computational Neuroscience, 10:70. ISSN 1662-5188 (Online) (doi:https://doi.org/10.3389/fncom.2016.00070)

food personalisation; beer optimisation; recipe discovery; dispersive flies optimisation

Al-Rifaie, Mohammad Majid ORCID: 0000-0002-1798-9615 and Cavazza, Marc ORCID: 0000-0001-6113-9696 (2022) Evolutionary optimisation of beer organoleptic properties: a simulation framework. Foods, 11 (3):351. ISSN 2304-8158 (Online) (doi:https://doi.org/10.3390/foods11030351)

functional near infrared spectroscopy (fNIRS), PFC asymmetry, visual feedback (VF), neurofeedback (NF), dataset

Charles, Fred, De Castro Martins, Caio and Cavazza, Marc ORCID: 0000-0001-6113-9696 (2020) Prefrontal asymmetry BCI neurofeedback datasets. Frontiers in Neuroscience, 14:601402. ISSN 1662-4548 (Print), 1662-453X (Online) (doi:https://doi.org/10.3389/fnins.2020.601402)

neurofeedback, regulation, consensus, checklist, guidelines

Ros, Tomas, Enriquez-Geppert, Stefanie, Zotev, Vadim, Young, Kymberly D., Wood, Guilherme, Whitfield-Gabrieli, Susan, Wan, Feng, Vuilleumier, Patrik, Vialatte, François, Van De Ville, Dimitri, Todder, Doron, Surmeli, Tanju, Sulzer, James S., Strehl, Ute, Sterman, Maurice Barry, Steiner, Naomi J., Sorger, Bettina, Soekadar, Surjo R., Sitaram, Ranganatha, Sherlin, Leslie H., Schönenberg, Michael, Scharnowski, Frank, Schabus, Manuel, Rubia, Katya, Agostinho, Rosa, Reiner, Miriam, Pineda, Jaime A., Paret, Christian, Ossadtchi, Alexei, Nicholson, Andrew A., Nan, Wenya, Minguez, Javier, Micoulaud-Franchi, Jean-Arthur, Mehler, David M.A., Lührs, Michael, Lubar, Joel, Lotte, Fabien, Linden, David E.J., Lewis-Peacock, Jarrod A., Lebedev, Mikhail A., Lanius, Ruth A., Kübler, Andrea, Kranczioch, Cornelia, Koush, Yury, Konicar, Lilian, Kohl, Simon H., Kober, Silivia E., Klados, Manousos A., Jeunet, Camille, Janssen, T. W. P., Huster, Rene J., Hoedlmoser, Kirsten, Hirshberg, Laurence M., Heunis, Stephan, Hendler, Talma, Hampson, Michelle, Guggisberg, Adrian G., Gruzelier, John H., Göbel, Rainer W., Gninenko, Nicolas, Gharabaghi, Alireza, Frewen, Paul, Fovet, Thomas, Fernández, Thalia, Escolano, Carlos, Ehlis, Ann-Christine, Drechsler, Renate, deCharms, Christopher R., Debener, Stefan, De Ridder, Dirk, Davelaar, Eddy J., Congedo, Marco, Cavazza, Marc ORCID: 0000-0001-6113-9696 , Breteler, Marinus H.M., Brandeis, Daniel, Bodurka, Jerzy, Birbaumer, Niels, Bazanova, Olga M., Guggenberger, Robert, Barth, Beatrix, Bamidis, Panagiotis D., Auer, Tibor, Arns, Martijn and Thibault, Robert T. (2020) Consensus on the reporting and experimental design of clinical and cognitive-behavioural neurofeedback studies (CRED-nf checklist). Brain, 143 (6). pp. 1674-1685. ISSN 0006-8950 (Print), 1460-2156 (Online) (doi:https://doi.org/10.1093/brain/awaa009)

socially interactive agents, virtual humans, interactive narrative

Porteous, Julie, Ferreira, Joao F., Lindsay, Alan and Cavazza, Marc ORCID: 0000-0001-6113-9696 (2020) Extending narrative planning domains with linguistic resources. In: AAMAS '20: Proceedings of the 19th International Conference on Autonomous Agents and MultiAgent Systems. International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS), pp. 1081-1089. ISBN 978-1450375184

unmanned aerial vehicles, delays, aircraft, standards, trajectory, cost function

Ho, Florence ORCID: 0000-0003-4703-7727 , Geraldes, Ruben ORCID: 0000-0003-1339-382X , Gon, Artur ORCID: 0000-0001-8765-7387 , Rigault, Bastien, Sportich, Benjamin, Kubo, Daisuke, Cavazza, Marc ORCID: 0000-0001-6113-9696 and Prendinger, Helmut ORCID: 0000-0003-4654-9835 (2020) Decentralized multi-agent path finding for UAV traffic management. IEEE Transactions on Intelligent Transportation Systems, 23 (2). pp. 997-1008. ISSN 1524-9050 (Print), 1558-0016 (Online) (doi:https://doi.org/10.1109/TITS.2020.3019397)

user interfaces, brain-computer interfaces (BCI), neurofeedback (NF), functional near-infrared spectroscopy (fNIRS), heuristic search

Cavazza, Marc ORCID: 0000-0001-6113-9696 , Aranyi, Gabor and Charles, Fred (2017) BCI control of heuristic search algorithms. Frontiers in Neuroinformatics, 11:6. pp. 1-11. ISSN 1662-5196 (Online) (doi:https://doi.org/10.3389/fninf.2017.00006)