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
Salehi, Pegah; Hassan, Syed Zohaib;
Baugerud, Gunn Astrid
; Powell, Martine; Cano, Cayetana López;
Johnson, Miriam S.
; Røed, Ragnhild Klingenberg; Johansen, Dag; Sabet, Saeed Shafiee;
Riegler, Michael
;
Halvorsen, Pål
(2024).
Immersive Virtual Reality in Child Skills Interview Training: A Comparison of 2D And 3D environment.
Rossi, Silvia; Muchaluat-Saade, Débora Christina; Röggla, Thomas (Red.).
MMVE’ 2024 Proceedings of the 2024
16th International Workshop on Immersive Mixed
and Virtual Environment Systems.
Association for Computing Machinery (ACM).
https://doi.org/10.1145/3652212.3652219
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
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
Thambawita, Vajira L B; Hicks, Steven; Storås, Andrea; Nguyen, Thu;
Andersen, Jorunn Marie
;
Witczak, Oliwia
;
Haugen, Trine B.
;
Hammer, Hugo Lewi
;
Halvorsen, Pål
;
Riegler, Michael Alexander
(2023).
VISEM-Tracking, a human spermatozoa tracking dataset.
Scientific Data.
https://doi.org/10.1038/s41597-023-02173-4
Nguyen, Thu; Thien Ly, Hoang;
Riegler, Michael Alexander
;
Halvorsen, Pål
;
Hammer, Hugo Lewi
(2023).
Principal Components Analysis Based Frameworks for Efficient Missing Data Imputation Algorithms.
Nguyen, Ngoc-Thanh; Boonsang, Siridech; Fujita, Hamido; Hnatkowska, Bogumila; Hong, Tzung Pei; Pasupa, Kitsuchart (Red.).
Recent Challenges in Intelligent Information and Database Systems.
Springer.
https://doi.org/10.1007/978-3-031-42430-4_21
Røed, Ragnhild Klingenberg;
Baugerud, Gunn Astrid
; Zohaib Hassan, Syed; Shafiee Sabet, Saeed; Salehi, Pegah; Powell, Martine B.;
Riegler, Michael Alexander
;
Halvorsen, Pål
;
Sinkerud Johnson, Miriam
(2023).
Enhancing questioning skills through child avatar chatbot training with feedback.
15 s.
Frontiers in Psychology.
Vol. 14.
https://doi.org/10.3389/fpsyg.2023.1198235
Zohaib Hassan, Syed; Shafiee Sabet, Saeed;
Riegler, Michael Alexander
;
Baugerud, Gunn Astrid
;
Ko, Hayley Manalang
; Salehi, Pegah; Røed, Ragnhild Klingenberg;
Sinkerud Johnson, Miriam
;
Halvorsen, Pål
(2023).
Enhancing investigative interview training using a child avatar system: a comparative study of interactive environments.
17 s.
Scientific Reports.
Vol. 13.
https://doi.org/10.1038/s41598-023-47368-2
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-
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