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Most recent publications

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

Team ORG @ GameStory Task 2018

In Proceeding of the MediaEval Benchmarking Initiative for Multimedia Evaluation. MediaEval, 2018.
Proceedings, refereed
2018
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M. Lux, M. Riegler, D. Dang-Nguyen, M. Larson, M. Potthast and P. Halvorsen

GameStory Task at MediaEval 2018

In Proceeding of the MediaEval Benchmarking Initiative for Multimedia Evaluation. CEUR Workshop Proceedings, 2018.
Proceedings, refereed
2018
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N. Said, K. Pogorelov, K. Ahmad, M. Riegler, N. Ahmad, O. Ostroukhova, P. Halvorsen and N. Conci

Deep learning approaches for flood classification and flood aftermath detection

In Working Notes Proceedings of the MediaEval 2018 Workshop. Vol. 2283. Sophia Antipolis, France: CEUR-WS.org, 2018.
Proceedings, refereed
2018
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O. Ostroukhova, K. Pogorelov, M. Riegler, D. Dang-Nguyen and P. Halvorsen

Transfer learning with prioritized classification and training dataset equalization for medical objects detection

In Working Notes Proceedings of the MediaEval 2018 Workshop. CEUR Workshop Proceedings, 2018.
Proceedings, refereed
2018
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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

03 February 2022
Fasade of the European Commission building.

SimulaMet part of EU project to improve patient outcome in acute stroke treatment

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Several courses within Machine Learning and programming

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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
T. de Lange, P. Halvorsen and M. Riegler

Methodology to develop machine learning algorithms to improve performance in gastrointestinal endoscopy

World Journal of Gastroenterology 45, no. 24 (2018): 5057-5062.
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
T. J. D. Berstad, M. Riegler, H. Espeland, T. de Lange, P. H. Smedsrud, K. Pogorelov, H. K. Stensland and P. Halvorsen

Tradeoffs using Binary and Multiclass Neural Network Classification for Medical Multidisease Detection

In 2018 IEEE International Symposium on Multimedia (ISM). IEEE, 2018.
Status: Published