Projects per year
Organization profile
Organisation profile
The research at Information Technology is organized around on three themes: development of mission-critical software, the industrial internet and algorithms and software in bio engineering:
- Mission-critical software focuses on the design and development of high quality, reliable software systems. This includes formal methods in system design, software testing, explainable AI for the development of autonomous systems, high performance software and low-power and energy efficient software systems.
- Industrial internet focuses on the interconnections of sensors and actuators with computer systems in industrial and manufacturing applications. We study the creation of digital twins for performance and reliability evaluation in challenging industrial systems.
- Algorithms and software in bio engineering focuses on research on computational systems ,biology natural computing, network analysis theory of computing and computational modelling.
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Profiles
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DEOS: Driving emissions out of shipping
Tsvetkova, A., Schwartz, H., Chen, Y. & Hellström, M.
01/04/21 → 31/03/22
Project: Research
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AIDOaRT
Porres Paltor, I., Truscan, D., Nybom, K. & Logacheva, E.
01/04/21 → 31/03/24
Project: Research
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SMARTER: Sea4Value Smart Terminals
Hellström, M., Lilius, J., Tsvetkova, A., Långstedt, J. & Chen, Y.
18/02/21 → 17/02/23
Project: Research
Publications
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ABOships - An Inshore and Offshore Maritime Vessel Detection Dataset with Precise Annotations
Iancu, B., Soloviev, V., Zelioli, L. & Lilius, J., 5 Feb 2021, In: Remote Sensing. 13, 5, p. 1-17 17 p., 988.Research output: Contribution to journal › Article › Scientific › peer-review
Open Access -
Anomaly Detection in Gravitational Waves data using Convolutional AutoEncoders
Morawski, F., Bejger, M., Cuoco, E. & Petre, L., 31 Mar 2021, In: Machine Learning: Science and Technology. 29 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open Access -
Challenges of Artificial Intelligence and Machine Learning Software in Autonomous Vessels
Ashraf, A., Lilius, J., Porres Paltor, I., Walden, M. & Petre, L., 2021, Proceedings of International Seminar on Safety and Security of Autonomous Vessels (ISSAV'19). p. –Research output: Chapter in Book/Conference proceeding › Conference contribution › Scientific
File
Prizes
Activities
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5th International Workshop on Testing Extra-Functional Properties and Quality Characteristics of Software Systems
Mehrdad Saadatmand (Organiser), Dragos Truscan (Organiser) & Eduard Paul Enoiu (Organiser)
12 Apr 2021Activity: Participating in or organising an event › Organising a conference, workshop, ...
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Women in Tech - The Change Agents
Sepinoud Azimi Rashti (Speaker)
24 Oct 2020Activity: Talk or presentation › Invited talk
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4th International Workshop on Testing Extra-Functional Properties and Quality Characteristics of Software Systems
Mehrdad Saadatmand (Chair), Dragos Truscan (Chair) & Eduard Paul Enoiu (Chair)
24 Oct 2020Activity: Participating in or organising an event › Organising a conference, workshop, ...