Research output per year
Research output per year
Personal profile
Profile
John Aasted Sørensen, Assoc. Prof., PhD, Senior member IEEE.
Research interests: Machine learning, data visualization and analysis, signal processing. Applications within e.g. wind turbine monitoring, production process quality monitoring, health technology, wireless surveillance and positioning systems, coding and noise reduction of speech. Co-supervised/supervised 18 PhD studies within applied signal processing and machine learning.
The research summary includes:
Co-authored/authored peer reviewed conference/journal papers: 53. Co-editor of 3 books. Co-authored 1 patent (medical device), authored 1 patent (new cross-layer application of wireless network).
Member of technical program committees of 39 international conferences within the research interests. Technical Program Co-Chair and economically responsible for IEEE International Workshop on Multimedia Signal Processing, September 13-15, Elsinore, Denmark, 1999 with app. 120 participants from 24 countries. Technical Program Chair and economically responsible for the IEEE Workshop on Neural Networks for Signal Processing, August 31 - September 2, 1992, Elsinore, Denmark with app. 150 participants from 17 different countries. Chair of Multimedia Signal Processing Technical Committee of IEEE Signal Processing Society 2002 - 2003. Founding member of the IEEE Signal Processing Society Technical Committee on Multimedia Signal Processing 1996. Founding member of the IEEE Signal Processing Society Technical Committee on Neural Networks for Signal Processing 1991-1995.
Expertise related to UN Sustainable Devlopment 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. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
Electrical Engineering, PhD EE, Technical University of Denmark
Award Date: 6 Oct 1982
Electrical Engineering, MSc EE, Technical University of Denmark
Award Date: 1 Apr 1975
External positions
Assoc. Prof., IT University of Copenhagen
1 Jan 2000 → 28 Feb 2006
Keywords
- User defined:
- Data analysis, data visualization, machine learning, signal processing, applications
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Kidney segmentation for quantitative analysis applying MaskRCNN architecture
Overgaard Lauersen, M., Köylü, B., Haddock, B. & Sørensen, J. A., 2022, (Accepted/In press) Proceedings of the IEEE Symposium Series on Computational Intelligence 2021. IEEE, 6 p.Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
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Using Transfer Learning to Build Physics-Informed Machine Learning Models for Improved Wind Farm Monitoring
Schröder, L., Dimitrov, N. K., Verelst, D. R. & Sørensen, J. A., 2022, In: Energies. 15, 2, 21 p., 558.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile1 Downloads (Pure) -
Produktudvikling: Adfærdsregueret design af vejtekniske løsninger
Stelte, W., Schelling, A. & Sørensen, J. A., 2021, Ballerup: DTU EngTech. 8 p.Research output: Book/Report › Report
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Produktudvikling: Sensor til overvågning af granulatorknive
Stelte, W., Olrik, J. C., Jensen, T., Sørensen, J. A. & Nielsen, S. B., 2021, Ballerup: DTU EngTech. 15 p.Research output: Book/Report › Report
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An Application Driven Big Data/Machine Learning Education program for Engineering Professionals – Methods and Examples
Sørensen, J. A. & Nordfalk, J., 2020, Proc. of the 2nd International Conference on Electrical, Communication and Computer Engineering (ICECCE) . IEEE, 5 p.Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
Projects
- 30 Finished
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Towards digital twin technology: Wind farm operation analysis and optimization using model-supported data analytics
Schröder, L., Dimitrov, N. K., Sørensen, J. A., Verelst, D. R., Réthoré, P., Chatzi, E. & Watson, S.
Technical University of Denmark
01/10/2017 → 15/04/2021
Project: PhD
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SmartSensorFlow: Development of Smart Sensor for flow & gas concentration measurement
Blaszczyk, T., Hou, C., Sørensen, J. A., Andersen, F. H., Andersen, B. & Maack, L.
01/09/2015 → 31/12/2017
Project: Research
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CLAFIS: Crop, Livestock and Forests Integrated System for Intelligent Automation, Processing and Control
Kaur, B., Andersen, B., Sørensen, J. A. & Blaszczyk, T.
01/11/2013 → 01/01/2017
Project: Research
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Styrkelse af samarbejdet mellem ingeniørhøjskoler (IHA og IHK) og virksomheder.
Sørensen, J. A. & Besenbacher, B.
Ministry of Higher Education and Science
01/01/2010 → 01/01/2012
Project: Research
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Pædagogisk projekt indenfor sundhedsteknologi.
Sørensen, J. A., Baden-Kristensen, K., Munck-Fairwood, R. & Jørgensen, I.
Dansk Center for Ingeniøruddannelse
01/01/2010 → 31/12/2010
Project: Research
Activities
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13th International Conference on Electrical and Electronics Engineering, Bursa, Turkey, 25-27. Nov. 2021. (Event)
John Aasted Sørensen (Reviewer)
25 Nov 2021 → 27 Nov 2021Activity: Editorial work and peer review › Peer review of manuscripts › Research
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Member of the Technical Program Committee of Future Technologies Conference (FTC 2021), Vancouver, BC, Canada. (Event)
John Aasted Sørensen (Member)
28 Oct 2021Activity: Membership › Membership in review committee
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European Oral Research (Journal)
John Aasted Sørensen (Reviewer)
2020Activity: Editorial work and peer review › Peer review of manuscripts › Research
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European Oral Research (Journal)
John Aasted Sørensen (Reviewer)
2 Aug 2020Activity: Editorial work and peer review › Peer review of manuscripts › Research
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Member of the Technical Program Committee of Future Technologies Conference (FTC 2020), Vancouver, BC, Canada. (Event)
John Aasted Sørensen (Member)
5 Nov 2020Activity: Membership › Membership in review committee