Kort om
En oversikt over alle publikasjoner, studenter, undervisning, etc. kan man finne her:
http://home.simula.no/~paalh/
Fagområder
Emner
Informatikk Distribuerte multimedia systemer Kommunikasjon Datakommunikasjon Distribuert multimedia Kommunikasjonssystemer Operativsystemer
Forskningsgrupper
Forskningsprosjekter
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Bruk av interaktive avatarer ved intervju av omsorgssviktede barn
Utvikle et digitalt opplæringsprogram basert på kunnskap fra utviklingspsykologi og kunstig intelligens for å forebygge vold, seksuelle overgrep og omsorgssvikt mot barn.
Publikasjoner og forskningsresultater
Vitenskapelige publikasjoner
Ali, Sharib; Ghatwary, Noha; Jha, Debesh; Isik-Polat, Ece; Polat, Gorkem; Yang, Cheng; Li, Wuyang; Galdran, Adrian; Ballester, Miguel Angel Gonzalez; Thambawita, Vajira L B; Hicks, Steven; Poudel, Sahadev; Lee, Sang-Woong; Jin, Ziyi; Gan, Tianyuan; Yu, Chenghui; Yan, JiangPeng; Yeo, Doyeob; Lee, Hyunseok Lee; Tomar, Nikhil Kumar; Haitham, Mahmood; Ahmed, Amr;
Riegler, Michael Alexander
; Daul, Christian;
Halvorsen, Pål
; Rittscher, Jens; Salem, Osama E.; Lamarque, Dominique; Cannizzaro, Renato; Realdon, Stefano; de Lange, Thomas; East, James E
(2024).
Assessing generalisability of deep learning-based polyp detection and segmentation methods through a computer vision challenge.
Scientific Reports.
Vol. 14.
https://doi.org/10.1038/s41598-024-52063-x
Monakhov, Vladimir; Thambawita, Vajira L B;
Halvorsen, Pål
;
Riegler, Michael
(2023).
GridHTM: Grid-Based Hierarchical Temporal Memory for Anomaly Detection in Videos.
Sensors.
Vol. 23:2087.
https://doi.org/10.3390/s23042087
Nik, Alireza Hossein Zadeh;
Riegler, Michael Alexander
;
Halvorsen, Pål
; Storås, Andrea
(2023).
Generation of synthetic tabular healthcare data using generative adversarial networks.
Dang-Nguyen, Duc-Tien (Red.).
MultiMedia Modeling : 29th International conference, MMM 2023, Bergen, Norway, January 9-12, 2023, Proceedings, Part II. s. 434-446.
Springer.
https://doi.org/10.1007/978-3-031-27077-2_34
Boeker, Matthias; Jakobsen, Petter;
Riegler, Michael
; Stabell, Lena Antonsen; Fasmer, Ole Bernt;
Halvorsen, Pål
;
Hammer, Hugo Lewi
(2023).
Affect Recognition in Muscular Response Signals.
14 s.
IEEE Access.
Vol. 11.
https://doi.org/10.1109/ACCESS.2023.3279720
Storås, Andrea;
Riegler, Michael Alexander
;
Haugen, Trine B.
; Thambawita, Vajira L B; Hicks, Steven;
Hammer, Hugo Lewi
; Kakulavarapu, Radhika;
Halvorsen, Pål
; Stensen, Mette Haug
(2023).
Automatic Unsupervised Clustering of Videos of the Intracytoplasmic Sperm Injection (ICSI) Procedure.
Zouganeli, Evi; Yazidi, Anis; Borges Moreno e Mello, Gustavo; Lind, Pedro (Red.).
Nordic Artificial Intelligence Research and Development: 4th Symposium of the Norwegian AI Society, NAIS 2022, Oslo, Norway, May 31-June 1, 2022, Revised Selected Papers.
Springer Nature.
https://doi.org/10.1007/978-3-031-17030-0_9
Thambawita, Vajira L B; Storås, Andrea; Hicks, Steven;
Halvorsen, Pål
;
Riegler, Michael
(2023).
MLC at HECKTOR 2022: The Effect and Importance of Training Data When Analyzing Cases of Head and Neck Tumors Using Machine Learning.
Andrearczyk, Vincent; Oreiller, Valentin; Hatt, Mathieu; Depeursinge, Adrien (Red.).
Head and Neck Tumor Segmentation and Outcome Prediction
.
Springer Nature.
https://doi.org/https://doi.org/10.1007/978-3-031-
Ionescu, Bogdan; Müller, Henning; DRĂGULINESCU, ANA-MARIA; Popescu, Adrian; Idrissi-Yaghir, Ahmad; García Seco de Herrera, Alba; Andrei, Alexandra; Stan, Alexandru; Storås, Andrea; Ben Abacha, Asma; Friedrich, Christoph M.; Ioannidis, George; Adams, Griffin; Schäfer, Henning; Manguinhas, Hugo; Filipovich, Ihar; Coman, Ioan; Deshayes, Jérôme; Schöler, Johanna; Rückert, Johannes; Ştefan, Liviu Daniel; Bloch, Louise; Yetisgen, Meliha;
Riegler, Michael Alexander
; Dogariu, Mihai; Constantin, Mihai Gabriel; Snider, Neal; Papachrysos, Nikolaos;
Halvorsen, Pål
; Brüngel, Raphael; Kozlovski, Serge; Hicks, Steven; de Lange, Thomas; Thambawita, Vajira L B; Kovalev, Vassili; Yim, Wen-Wai
(2023).
ImageCLEF 2023 Highlight: Multimedia Retrieval in Medical, Social Media and Content Recommendation Applications.
NN, NN (Red.).
Advances in Information Retrieval. ECIR 2023. s. 557-567.
Springer.
https://doi.org/10.1007/978-3-031-28241-6_64
Storås, Andrea; Fineide, Fredrik; Magnø, Morten Schjerven; Thiede, Bernd; Chen, Xiangjun; Strumke, Inga;
Halvorsen, Pål
; Galtung, Hilde; Jensen, Janicke Cecilie Liaaen;
Utheim, Tor Paaske
;
Riegler, Michael Alexander
(2023).
Using machine learning model explanations to identify proteins related to severity of meibomian gland dysfunction.
Scientific Reports.
Vol. 13.
https://doi.org/10.1038/s41598-023-50342-7
Machacek, Roman; Mozaffari, Leila; Sepasdar, Zahra; Parasa, Sravanthi;
Halvorsen, Pål
;
Riegler, Michael
; Thambawita, Vajira L B
(2023).
Mask-conditioned latent diffusion for generating gastrointestinal polyp images.
Habault, Guillaume; Dao, Minh-Son; Riegler, Michael; Dang Nguyen, Duc Tien; Nakashima, Yuta; Gurrin, Cathal (Red.).
ICDAR’23: Proceedings of the 4th ACM Workshop on Intelligent Cross-Data Analysis and Retrieval.
Association for Computing Machinery (ACM).
https://doi.org/10.1145/3592571.3592978
Nguyen, Thu; Storås, Andrea; Thambawita, Vajira L B; Hicks, Steven;
Halvorsen, Pål
;
Riegler, Michael Alexander
(2023).
Multimedia Datasets: Challenges and Future Possibilities.
Dang Nguyen, Duc Tien; Gurrin, Cathal; Larson, Martha; Smeaton, Alan F.; Rudinac, Stevan; Dao, Minh-Son (Red.).
MultiMedia Modeling: 29th International Conference, MMM 2023, Bergen, Norway, January 9–12, 2023, Proceedings, Part II.
Springer.
https://doi.org/10.1007/978-3-031-27818-1_58