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Most recent publications

H. L. Hammer, M. Riegler and H. Tjelmeland

Approximate Bayesian Inference Based on Expected Evaluation

Bayesian Analysis 1, no. 1 (2023).
Journal Article
2023
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C. S. R. Drejer, M. Riegler, M. S. Johnson, P. Halvorsen and G. A. Baugerud

Live Streaming Technology and Online Child Sexual Exploitation and Abuse - A Scoping Review

Trauma, Violence, & Abuse (2023).
Journal Article
2023
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P. Salehi, S. Z. Hassan, M. Lammerse, S. S. Sabet, I. Riiser, R. K. Røed, M. S. Johnson, V. Thambawita, S. Hicks, M. Powell et al.

Synthesizing a Talking Child Avatar to Train Interviewers Working with Maltreated Children

Big Data and Cognitive Computing 6, no. 2 (2022): 62.
Journal Article
2022
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A. H. M. Ahmed, M. Riegler, S. Hicks and A. Elmokashfi

RCAD:Real-time Collaborative Anomaly Detection System for Mobile Broadband Networks

In ACM SIGKDD Conference on Knowledge Discovery and Data Mining. ACM, 2022.
Proceedings, refereed
2022
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Selected publications

A. Reinke, M. D. Tizabi, C. H. Sudre, M. Eisenmann, T. Rädsch, M. Baumgartner, L. Acion, M. Antonelli, T. Arbel, S. Bakas et al.

Common Limitations of Image Processing Metrics: A Picture Story

arXiv, 2022.
Miscellaneous
2022
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M. Riegler, C. Griwodz, C. Spampinato, T. de Lange, S. L. Eskeland, K. Pogorelov, W. Tavanapong, P. T. Schmidt, C. Gurrin, D. Johansen et al.

Multimedia and Medicine: Teammates for Better Disease Detection and Survival

In ACM Multimedia. Amsterdam, The Netherlands, The Netherlands: ACM, 2016.
Proceedings, refereed
2016
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S. Hicks, J. M. Andersen, O. Witczak, V. Thambawita, P. Halvorsen, H. L. Hammer, T. B. Haugen and M. Riegler

Machine Learning-Based Analysis of Sperm Videos and Participant Data for Male Fertility Prediction

Nature Scientific Reports 9, no. 1 (2019).
Journal Article
2019
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S. Hicks, J. L. Isaksen, V. Thambawita, J. Ghouse, G. Ahlberg, A. Linneberg, N. Grarup, I. Strümke, C. Ellervik, M. S. Olesen et al.

Explaining deep neural networks for knowledge discovery in electrocardiogram analysis

Scientific Reports 11 (2021): 10949.
Journal Article
2021
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News

19 April 2021

New tool and guide on evaluation metrics for medical applications of AI

Courses held

Several courses within Machine Learning and programming

Available Master's topics

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2019

Proceedings, refereed

T. Wiik, H. D. Johansen, S. A. Pettersen, I. Baptista, T. Kupka, D. Johansen, M. Riegler and P. Halvorsen

Predicting Peek Readiness-to-Train of Soccer Players Using Long Short-Term Memory Recurrent Neural Networks

In 2019 International Conference on Content-Based Multimedia Indexing (CBMI). IEEE, 2019.
Status: Published

Book chapters

M. Lux, M. Riegler, P. Halvorsen, D. Dang-Nguyen and M. Potthast

Challenges for Multimedia Research in E-Sports Using Counter-Strike Global Offensive as an Example

In Savegame, 197-206. Vol. 4. Wiesbaden: Springer Fachmedien Wiesbaden, 2019.
Status: Published
2018

Journal articles

K. Ahmad, K. Pogorelov, M. Riegler, N. Conci and P. Halvorsen

Social Media and Satellites. Disaster event detection, linking and summarization

Multimedia Tools and Applications 78, no. 3 (2018): 2837-2875.
Status: Published
E. Garcia-Ceja, M. Riegler, T. Nordgreen, P. Jakobsen, K. J. Oedegaard and J. Tørresen

Mental Health Monitoring with Multimodal Sensing and Machine Learning: A Survey

Pervasive and Mobile Computing 51 (2018): 1-26.
Status: Published
F. Murabito, C. Spampinato, S. Palazzo, D. Giordano, K. Pogorelov and M. Riegler

Top-Down Saliency Detection Driven by Visual Classification

Computer Vision and Image Understanding 172 (2018): 67-76.
Status: Published
M. Riegler and M. Redi

An interview with Miriam Redi

ACM SIGMultimedia Records 10, no. 1 (2018): 2.
Status: Published
A. Smeaton and M. Riegler

An interview with Prof. Alan Smeaton

ACM SIGMultimedia Records 9, no. 3 (2018): 1.
Status: Published
M. Soleymani, M. Riegler and P. Halvorsen

Multimodal analysis of user behavior and browsed content under different image search intents

International Journal of Multimedia Information Retrieval 7 (2018): 29-41.
Status: Published
B. Thomee, M. Riegler, F. de Simone and G. Simon

Sharing and reproducibility in ACM SIGMM

ACM SIGMultimedia Records 10 (2018): 1.
Status: Published

Proceedings, refereed

D. Dang-Nguyen, M. Riegler, L. Zhou and C. Gurrin

Challenges and Opportunities within Personal Life Archives

In Proceedings of the 2018 ACM on International Conference on Multimedia Retrieval. New York, NY, USA: ACM Press, 2018.
Status: Published