Publications per year
Publications per year
Organisation profile
Organisation profile
Modern life is embedded in intelligent systems, from the mind reading Internet to hearing aids listening in on our conversations. Advanced data analysis is increasingly a determinant for productivity and personal quality of life.
The Section for Cognitive Systems research information processing in man and computer, with a particular focus on the signals they exchange – audio, imagery, behavior – and the opportunities these signals offer for modeling and prediction.
Our research is based on statistical machine learning and signal processing, on quantitative analysis of digital media and text, on mobility and complex networks, and on cognitive psychology.
Follow @CogSys on Twitter for the latest updates.
UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. Our work contributes towards the following SDG(s):
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Collaborations and top research areas from the last five years
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Profiles
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Laura Maria Alessandretti
- Department of Applied Mathematics and Computer Science - Associate Professor
- Cognitive Systems
Person: VIP
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Tommy Sonne Alstrøm
- Department of Applied Mathematics and Computer Science - Associate Professor
- Drug Delivery and Sensing
- Cognitive Systems
Person: VIP
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Michael Riis Andersen
- Department of Applied Mathematics and Computer Science - Associate Professor
- Cognitive Systems
Person: VIP
Publications
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Artificial intelligence as an enabler for entrepreneurial finance: a practical guide to AI-driven video pitch evaluation for entrepreneurs and investors
Giuggioli, G., Pellegrini, M. M. & Giannone, G., 2025, (Accepted/In press) In: Management Decision. 24 p.Research output: Contribution to journal › Journal article › Research › peer-review
Open Access -
Assessing tumor microstructure with time-dependent diffusion imaging: Considerations and feasibility on clinical MRI and MRI-Linac
Jokivuolle, M., Mahmood, F., Madsen, K. H., Harbo, F. S. G., Johnsen, L. & Lundell, H., 2025, In: Medical Physics. 52, 1, p. 346-361Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile5 Downloads (Pure) -
Decoder ensembling for learned latent geometries
Syrota, S., Moreno-Muñoz, P. & Hauberg, S., 2025, (Accepted/In press) Proceedings of the ICML 2024 Workshop on Geometry-grounded Representation Learning and Generative Modeling. 9 p.Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
Open AccessFile
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Geometric Bayesian Deep Learning
Syrota, S. (PhD Student), Hauberg, S. (Main Supervisor) & Winther, O. (Supervisor)
01/01/2025 → 31/12/2027
Project: PhD
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Forecasting Bioplastic Degradability with Machine Learning
Nicolaisen, H. B. (PhD Student), Hartmann, N. B. (Main Supervisor), Daugaard, A. E. (Supervisor) & Nassar, H. (Supervisor)
15/11/2024 → 14/11/2027
Project: PhD
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Bayesian neural networks for molecular discovery
Wodrich, M. (PhD Student), Schmidt, M. N. (Main Supervisor) & Feragen, A. (Supervisor)
01/11/2024 → 31/10/2027
Project: PhD
Activities
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Road Pavement Condition Forecasting Using Machine Learning
Alstrøm, T. S. (Main supervisor), Skar, A. (Supervisor) & Engell-Nørregård, M. (External examiner)
22 Jan 2024 → 3 Aug 2024Activity: Examinations and supervision › Supervisor activities
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Automating the Identification of Compliance Rules from Investment Mandates using Natural Language Processing Techniques
Savcisens, G. (Supervisor)
2023Activity: Examinations and supervision › Supervisor activities
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First Wikibase Lexical Data Workshop
Nielsen, F. Å. (Guest lecturer)
13 Sept 2023Activity: Talks and presentations › Conference presentations
Datasets
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Data subset for road condition modelling - reference data
Skar, A. (Creator), Alstrøm, T. S. (Creator), Brüsch, T. (Creator), Vestergaard, A. M. (Creator), Larsen, J. (Creator), Pettinari, M. (Creator), M. Pour, S. (Creator), Kindler, E. (Creator) & Schlotz, U. (Creator), Technical University of Denmark, 2023
DOI: 10.11583/dtu.23097002.v1, https://data.dtu.dk/articles/dataset/Data_subset_for_road_condition_modelling_-_reference_data/23097002/1
Dataset
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Live Road Assessment Custom Dataset (LiRA-CD)
Skar, A. (Creator), Alstrøm, T. S. (Creator), Brüsch, T. (Creator), Vestergaard, A. M. (Creator), Larsen, J. (Creator), M. Pour, S. (Creator), Kindler, E. (Creator), Schlotz, U. (Creator) & Pettinari, M. (Creator), Technical University of Denmark, 2023
DOI: 10.11583/dtu.c.6659909, https://data.dtu.dk/collections/Live_Road_Assessment_Custom_Dataset_LiRA-CD_/6659909/1
Dataset
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Data subset for road condition modelling - car sensor data
Skar, A. (Creator), Brüsch, T. (Creator), Vestergaard, A. M. (Creator), Alstrøm, T. S. (Creator), Larsen, J. (Creator), Pettinari, M. (Creator), M. Pour, S. (Creator), Kindler, E. (Creator) & Schlotz, U. (Creator), Technical University of Denmark, 2023
DOI: 10.11583/dtu.23192909, https://data.dtu.dk/articles/dataset/Data_subset_for_road_condition_modelling_-_car_sensor_data/23192909
Dataset
Prizes
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Best Paper Award
Puthusserypady, S. (Recipient), Bækgaard, P. (Recipient), Hansen, J. P. (Recipient), Hou, B. (Recipient) & MacKenzie, S. (Recipient), 26 Jun 2020
Prize: Prizes, scholarships, distinctions
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Top Reviewer for Molecular Ecology 2014
Guillot, G. (Recipient), May 2014
Prize: Prizes, scholarships, distinctions
Press/Media
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Banksy in Boston? Nope, just bots in Copenhagen
04/12/2013
1 Media contribution
Press/Media: Press / Media