Research output per year
Research output 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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Rasmus Ørtoft Aagaard
- Department of Applied Mathematics and Computer Science - Industrial PhD Student
- Cognitive Systems
Person: VIP
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Maha Tufail Agro
- Department of Applied Mathematics and Computer Science - Research Assistant
- Cognitive Systems
Person: VIP
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Laura Maria Alessandretti
- Department of Applied Mathematics and Computer Science - Associate Professor
- Cognitive Systems
Person: VIP
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A Design Framework for Microintervention Software Technology in Digital Health: Critical Interpretive Synthesis
Persson, D. R., Ramasawmy, M., Khan, N., Banerjee, A., Blandford, A., Bardram, J. E. & Bækgaard, P., 2025, In: Journal of Medical Internet Research. 27, 29 p., e72658.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile17 Downloads (Orbit) -
A flexible optimization framework for transcranial electric stimulation, temporal interference stimulation and tumor treating fields
Thielscher, A., Weise, K., Madsen, K. H., Knösche, T. R., Worbs, T. & Korshøj, A., 2025, In: Brain Stimulation. 18, 1, p. 294-294Research output: Contribution to journal › Conference abstract in journal › Research › peer-review
Open AccessFile7 Downloads (Orbit) -
A leadfield-free optimization framework for transcranially applied electric currents
Weise, K., Madsen, K. H., Worbs, T., Knösche, T. R., Korshøj, A. & Thielscher, A., 2025, In: Computers in Biology and Medicine. 195, 13 p., 110648.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile10 Downloads (Orbit)
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Universal Annotation of Biological Sequences using Large Language Models
Overgaard, J. B. (PhD Student), Vitting-Seerup, K. (Main Supervisor) & Frellsen, J. (Supervisor)
01/11/2025 → 31/10/2028
Project: PhD
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Machine Learning using Tensor Networks
Rehof, M. E. K. (PhD Student), Mørup, M. (Main Supervisor) & Kastoryano, M. (Supervisor)
01/11/2025 → 31/10/2028
Project: PhD
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Edge-deployment of Deep Neural Networks via Model Compression in Healthcare Applications
Aagaard, R. Ø. (PhD Student), Detlefsen, N. S. (Main Supervisor) & Hansen, L. K. (Supervisor)
01/10/2025 → 30/09/2028
Project: PhD
Activities
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Towards Early Detection of Children's Neurodevelopmental Disorders and Visual Impairments Using Eye Tracking: User Journey Mapping and Protocol Development
Khalid, M. S. (Main supervisor) & Ilyas, C. M. A. (Supervisor)
30 Jun 2025 → 30 Dec 2025Activity: Examinations and supervision › Supervisor activities
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Advanced Topics in Machine Learning
Dragsdahl, A. L. S. T. (Participant) & Detlefsen, N. S. (Organizer)
18 Aug 2025 → 22 Aug 2025Activity: Attending an event › Participating in or organising workshops, courses, seminars etc.
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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
Datasets
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Data for: "Exposure to urban and rural contexts shapes smartphone usage behavior"
Alessandretti, L. (Creator), Sapienza, A. (Creator) & Jørgensen, S. L. (Creator), Technical University of Denmark, 2023
Dataset
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Data subset for road condition modelling - platoon friction test
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.23096600.v1, https://data.dtu.dk/articles/dataset/Data_subset_for_road_condition_modelling_-_platoon_friction_test/23096600/1
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
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