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.
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 2006Keywords
- User defined:
- Data analysis, data visualization, machine learning, signal processing, applications
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Research output
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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
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Strengthening CDIO in B.Eng. Final Projects with an Industry Roadmap
Bridgwood, I. & Sørensen, J. A., 2020, Proceedings of the 16th International CDIO Conference. Vol. 2(2). 7 p. 111Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
Open AccessFile11 Downloads (Pure) -
Uncertainty propagation and sensitivity analysis of an artificial neural network used as wind turbine load surrogate model
Schröder, L., Dimitrov, N. K. & Sørensen, J. A., 2020, In: Journal of Physics: Conference Series. 1618, 4, 12 p., 042040.Research output: Contribution to journal › Conference article › Research › peer-review
Open AccessFile -
Drug delivery system with multipolar magnet and sensor system
Olesen, L. H., Bengtsson, H., Johansen, L., Baden-Kristensen, K. & Sørensen, J., 13 Jun 2019, IPC No. A61M 5/ 315 A I, Patent No. WO2019110494, 3 Dec 2018, Priority date 4 Dec 2017, Priority No. EP20170205062Research output: Patent
Open AccessFile4 Downloads (Pure) -
Towards airflow sensors with energy harvesting and wireless transmitting properties
Blaszczyk, T., Sørensen, J. A., Lynggaard, P. & Larsen, K., 2018, In: Advanced Materials Letter. 9, 5, p. 311-319Research output: Contribution to journal › Review › peer-review
Open Access
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 → 31/12/2020
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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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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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
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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 2017), Vancouver, BC, Canada. (Event)
John Aasted Sørensen (Member)
29 Nov 2017Activity: Membership › Membership in review committee
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Member of the Technical Program Committee of Future Technologies Conference (FTC 2016), 2016 in San Francisco, United States. (Event)
John Aasted Sørensen (Member)
6 Dec 2016Activity: Membership › Membership in review committee