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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SDG 3 Good Health and Well-being -
SDG 7 Affordable and Clean Energy -
SDG 8 Decent Work and Economic Growth -
SDG 11 Sustainable Cities and Communities -
SDG 12 Responsible Consumption and Production -
SDG 13 Climate Action -
SDG 14 Life Below Water -
SDG 16 Peace, Justice and Strong Institutions
Fingerprint
Dive into the research topics where Cognitive Systems is active. These topic labels come from the works of this organisation's members. Together they form a unique fingerprint.
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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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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
- Cognitive Systems
Person: VIP
Research output
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AI Models for Voice Disorders: Considerations from Development to Deployment
Das, S., 2026, Voice-related Biomarkers . Springer, p. 73-85Research output: Chapter in Book/Report/Conference proceeding › Book chapter › Research › peer-review
Open AccessFile44 Downloads (Orbit) -
Blunted response of caudal locus coeruleus to arousing stimuli in Parkinson's disease
Lund, A. E., Madelung, C. F., Madsen, K. H., Thomsen, B. L. C., Løkkegaard, A., Meder, D. & Siebner, H. R., 2026, (Accepted/In press) In: Brain. 43 p.Research output: Contribution to journal › Journal article › Research › peer-review
Open Access -
Blurred lines or clear boundaries? Synchrony and social dominance shape domain-specific self–other processing
Bates, C. M., Dias Salgado, S., Von Mohr, M., Konvalinka, I. & Martin, A. K., 2026, In: Cognition. 275, 8 p., 106632.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile3 Downloads (Orbit)
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Closed Loop AI-driven Protein Binder Design
Hvilshøj, C. (PhD Student), Frellsen, J. (Main Supervisor), Clemmensen, L. K. H. (Supervisor), Schmidt, M. N. (Supervisor), Ferkinghoff-Borg, J. (Supervisor) & Marcatili, P. (Supervisor)
01/01/2026 → 31/12/2028
Project: PhD
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Alignment for LLMs and AI in education
Gao, H. (PhD Student), Clemmensen, L. K. H. (Main Supervisor) & Das, S. (Supervisor)
01/12/2025 → 30/11/2028
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
Activities
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Multimodal Signal Processing for Attentional Resource Cognition
Bækgaard, P. (Organizer), Beier, S. (Organizer), Tashk, A. (Organizer) & Ilyas, C. M. A. (Organizer)
4 May 2026Activity: Attending an event › Participating in or organising workshops, courses, seminars etc.
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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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2025 IEEE 7th International Conference on Cybernetics, Cognition and Machine Learning Applications
Tashk, A. (Participant)
2 Nov 2025Activity: Attending an event › Participating in or organising a conference
File
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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Audiovisual Listening Effort - Normal Hearing Participants
Man, B. K. L. (Creator), Andersen, T. (Creator), Ng, E. H. N. (Creator), Wendt, D. (Creator) & Eskelund, K. (Creator), Technical University of Denmark, 2025
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