Michael Riegler
ProfessorHead of AI Strategy
- Department
- Administration and Management
- Organisation
- Simula Metropolitan
- Research Interests
- Artificial Intelligence Machine Learning Applied AI in Medicine Multimedia & Medical Multimedia Human Reproduction Child Welfare
![Michael Riegler](/_next/image?url=%2Fimages%2Fperson-placeholder.png&w=384&q=75)
- michael@simula.no
Publications
2024
Journal Articles
H. Svennevik, S. Hicks, M. Riegler, T. Storelvmo and H. L. Hammer
A dataset for predicting cloud cover over Europe
Scientific Data
M. Vo, T. Nguyen, M. Riegler and H. L. Hammer
Efficient Estimation of Generative Models Using Tukey Depth
Algorithms
S. Ali, N. Ghatwary, D. Jha, E. Isik-Polat, G. Polat, C. Yang, W. Li, A. Galdran, M. G. Ballester, V. Thambawita, S. Hicks, S. Poudel, S. Lee, Z. Jin, T. Gan, C. Yu, J. Yan, D. Yeo, H. Lee, N. KumarTomar, M. Haithami, A. Ahmed, M. Riegler, C. Daul, P. Halvorsen, J. Rittscher, O. E. Salem, D. Lamarque, R. Cannizzaro, S. Realdon, T. de Lange and J. E. East
Assessing generalisability of deep learning-based polyp detection and segmentation methods through a computer vision challenge
Scientific Reports
A. Reinke, M. Riegler and e. al.
Understanding metric-related pitfalls in image analysis validation
arXiv
Proceedings, refereed
N. Pham, K. Vo, M. A. Vu, T. Nguyen, M. Riegler, P. Halvorsen and B. T. Nguyen
Correlation visualization under missing values: a comparison between imputation and direct parameter estimation methods
MultiMedia Modeling. MMM 2024
Conference proceedings
L. Knutsen, J. E. Hannay and M. Riegler
Artificial Intelligence in the Public Sector -- An Agenda for Responsible Innovation through Learning
International Workshop on Software-intensive Business
M. H. Sarkhoosh, S. M. M. Dorcheh, C. Midoglu, S. S. Sabet, T. Kupka, D. Johansen, M. Riegler and P. Halvorsen
AI-Based Cropping of Soccer Videos for Different Social Media Representations
International Conference on Multimedia Modeling (MMM 2024)
F. Alawad, P. Halvorsen and M. Riegler
E2Evideo: End to End Video and Image Pre-processing and Analysis Tool
30th International Conference on Multimedia Modeling
2023
Journal Articles
C. Midoglu, M. Hammou, A. Sharifi, L. Xing, M. Hasan, A. Storås, S. S. Sabet, S. Hicks, I. Strümke, M. Riegler, C. Griwodz and P. Halvorsen
Experiences and Lessons Learned from a Crowdsourced-Remote Hybrid User Survey Framework for Multimedia Evaluation
Encyclopedia with Semantic Computing and Robotic Intelligence
A. Chatterjee, A. Prinz, M. Riegler and J. Das
A systematic review and knowledge mapping on ICT-based remote and automatic COVID-19 patient monitoring and care
BMC Health Services Research
A. Chatterjee, A. Prinz, M. Riegler and Y. K. Meena
An automatic and personalized recommendation modelling in activity eCoaching with deep learning and ontology
Scientific Reports
A. Chatterjee, N. Pahari, A. Prinz and M. Riegler
AI and semantic ontology for personalized activity eCoaching in healthy lifestyle recommendations: a meta-heuristic approach
BMC Medical Informatics and Decision Making
A. Storås, F. Fineide, M. S. Magnø, B. Thiede, X. Chen, I. Strümke, P. Halvorsen, H. Galtung, J. Jensen, T. P. Utheim and M. Riegler
Using machine learning model explanations to identify proteins related to severity of meibomian gland dysfunction
Scientific Reports
A. A. Outa, S. Hicks, V. Thambawita, S. Andresen, J. M. Enserink, P. Halvorsen, M. Riegler and H. Knævelsrud
CELLULAR, A Cell Autophagy Imaging Dataset
Scientific Data
H. B. Trine, O. Witczak, S. Hicks, L. Bjørndal, J. M. Andersen and M. Riegler
Sperm motility assessed by deep convolutional neural networks into WHO categories
Scientific Reports
A. Sharma, A. Z. Ansari, K. Radhika, M. Stensen, M. Riegler and H. L. Hammer
Predicting Cell Cleavage Timings from Time-Lapse Videos of Human Embryos
Big Data and Cognitive Computing
R. K. Røed, M. Powell, M. Riegler and G. A. Baugerud
A field assessment of child abuse investigators' engagement with a child-avatar to develop interviewing skills
Child Abuse & Neglect
S. Z. Hassan, S. S. Sabet, M. Riegler, G. A. Baugerud, H. Ko, P. Salehi, R. K. Røed, M. S. Johnson and P. Halvorsen
Enhancing investigative interview training using a child avatar system: a comparative study of interactive environments
Scientific Reports
M. A. Vu, T. Do, T. Nguyen, N. Phan, N. Chawla, P. Halvorsen, M. Riegler and B. T. Nguyen
Conditional expectation for missing data imputation
NA
M. Q. Vo, T. Nguyen, M. Riegler and H. L. Hammer
Efficient Estimation of Generative Models using Tukey Depth
NA
M. Boeker, P. Jakobsen, M. Riegler, L. Stabell, O. B. Fasmer, P. Halvorsen and H. L. Hammer
Affect Recognition in Muscular Response Signals
IEEE Access
H. H. Thunold and H. L. Hammer
A Deep Diagnostic Framework Using Explainable Artificial Intelligence and Clustering
Diagnostics
V. Thambawita, S. Hicks, A. Storås, T. Nguyen, J. M. Andersen, O. Witczak, T. B. Haugen, H. L. Hammer, P. Halvorsen and M. Riegler
VISEM-Tracking, a human spermatozoa tracking dataset
Scientific Data
V. Monakhov, V. Thambawita, P. Halvorsen and M. Riegler
GridHTM: Grid-Based Hierarchical Temporal Memory for Anomaly Detection in Videos
Sensors
R. K. Røed, G. A. Baugerud, S. Z. Hassan, S. S. Sabet, P. Salehi, M. Powell, M. Riegler, P. Halvorsen and M. S. Johnson
Enhancing Questioning Skills through Child Avatar Chatbot Training with Feedback
Frontiers in Psychology
A. Storås, O. E. Andersen, S. Lockhart, R. Thielemann, F. Gnesin, V. Thambawita, S. Hicks, J. Kanters, I. Strümke, P. Halvorsen and M. Riegler
Usefulness of Heat Map Explanations for Deep-Learning-Based Electrocardiogram Analysis
Diagnostics
Proceedings, refereed
A. Reinke and M. Riegler
Metrics Reloaded
Neurips Medical 2023
T. S. Nordmo, A. B. Ovesen, H. Johansen, D. Johansen and M. Riegler
NjordVid: A Fishing Trawler Video Analytics Task
MediaEval’22: Multimedia Evaluation Workshop
S. M. M. Dorcheh, M. H. Sarkhoosh, C. Midoglu, S. S. Sabet, T. Kupka, M. Riegler, D. Johansen and P. Halvorsen
SmartCrop: AI-Based Cropping of Soccer Videos
25th IEEE International Symposium on Multimedia (ISM 2023)
B. Ionescu, M. Riegler, P. Halvorsen, S. Hicks, V. Thambawita, A. Storås and e. al.
ImageCLEF 2023 Highlight: Multimedia Retrieval in Medical, Social Media and Content Recommendation Applications
Advances in Information Retrieval. ECIR 2023
G. Habault, M. Dao, M. Riegler, D. T. D. Nguyen, Y. Nakashima and C. Gurrin
ICDAR’23: Intelligent Cross-Data Analysis and Retrieval
ICMR '23: Proceedings of the 2023 ACM International Conference on Multimedia Retrieval
T. S. Nordmo, M. Riegler, H. Johansen and D. Johansen
Arctic HARE: A Machine Learning-Based System for Performance Analysis of Cross-Country Skiers
MultiMedia Modeling. MMM 2023
D. Jha, V. Sharma, N. Dasu, N. K. Tomar, S. Hicks, M. K. Bhuyan, P. K. Das, M. Riegler, P. Halvorsen, U. Bagci and T. de Lange
GastroVision: A Multi-class Endoscopy Image Dataset for Computer Aided Gastrointestinal Disease Detection
Proc. of Workshop on Machine Learning for Multimodal Healthcare Data (ML4MHD)
T. S. Nordmo, A. B. Ovesen, H. Johansen, P. Halvorsen, M. Riegler and D. Johansen
Fishing Trawler Event Detection: An Important Step Towards Digitization of Sustainable Fishing
2023 3rd International Conference on Applied Artificial Intelligence (ICAPAI)
T. S. Nordmo, M. M. Espeseth, B. A. Juliussen, M. Riegler and D. Johansen
Detection of Commercial Fishing-related Slipping Events using Multimodal Data
2022 IEEE International Symposium on Multimedia (ISM)
B. Torpmann-Hagen, P. Halvorsen, M. Riegler and D. Johansen
Addressing Generalization Failure in Deep Detection Models for Fishing Trawler Video Analytics
MediaEval’22: Multimedia Evaluation Workshop
T. Nguyen, H. T. Ly, M. Riegler, P. Halvorsen and H. L. Hammer
Principal Components Analysis based frameworks for efficient missing data imputation algorithms
Recent Challenges in Intelligent Information and Database Systems. ACIIDS 2023
T. Nguyen, R. Khadka, N. Phan, A. Yazidi, P. Halvorsen and M. Riegler
Combining datasets to improve model fitting
International Joint Conference on Neural Networks
R. Machacek, L. Mozaffari, Z. Sepasdar, S. Parasa, P. Halvorsen, M. Riegler and V. Thambawita
Mask-conditioned latent diffusion for generating gastrointestinal polyp images
ICDAR '23: Proceedings of the 4th ACM Workshop on Intelligent Cross-Data Analysis and Retrieval
V. Thambawita, A. Storås, S. Hicks, P. Halvorsen and M. Riegler
MLC at HECKTOR 2022: The Effect and Importance of Training Data When Analyzing Cases of Head and Neck Tumors Using Machine Learning
Head and Neck Tumor Segmentation and Outcome Prediction. HECKTOR 2022
P. H. Smedsrud, H. Espeland, T. J. D. Berstad, A. Petlund, T. de Lange, M. Riegler and P. Halvorsen
Man vs. AI: An in silico study of polyp detection performance
2023 IEEE 36th International Symposium on Computer-Based Medical Systems (CBMS)
M. Riegler, V. Thambawita, A. Chatterjee, T. Nguyen, S. Hicks, V. Telle-Hansen, S. A. Pettersen, D. Johansen, R. Jain and P. Halvorsen
ScopeSense: An 8.5-Month Sport, Nutrition, and Lifestyle Lifelogging Dataset
International Conference on Multimedia Modeling (MMM)
F. Fineide, A. Storås, M. Riegler and T. Utheim
Predicting Meibomian Gland Dropout and Feature Importance Analysis with Explainable Artificial Intelligence
IEEE International Symposium on Computer-Based Medical Systems (IEEE CBMS2023)
F. Fineide, A. Storås, M. Magnø, H. L. Hammer, X. Chen, A. Khan, P. Halvorsen, T. Utheim and M. Riegler
Predicting the degree of meibomian gland dropout with artificial intelligence
Investigative Ophthalmology & Visual Science, ARVO Annual Meeting
Book Chapters
A. S. Berg, S. Johansen, A. Lund, M. Riegler and J. M. Andersen
A Salutogenic Approach for Collaboration in Health and Technology
Health Promotion - Principles and Approaches
Public outreach
M. Riegler, M. Lepperød and L. Røstad
Norge som fanebærer for etikk i en uforutsigbar framtid
O. Lysne and M. Riegler
Vil Sam Altman ha tilgang til dataene våre?
Miscellaneous
D. Dang-Nguyen, S. Khan, C. Midoglu, M. Riegler, P. Halvorsen and M. Dao
Grand Challenge On Detecting Cheapfakes
2022
Journal Articles
A. Chatterjee, N. Pahari, A. Prinz and M. Riegler
Machine learning and ontology in eCoaching for personalized activity level monitoring and recommendation generation
Scientific Reports, Nature
Proceedings, refereed
V. Thambawita, S. Hicks, A. Storås, J. M. Andersen, O. Witczak, T. B. Haugen, H. L. Hammer, T. Nguyen, P. Halvorsen and M. Riegler
Medico Multimedia Task at MediaEval 2022: Transparent Tracking of Spermatozoa
MediaEval 2022