A database for publications published by researchers and students at SimulaMet.
Research area
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- All (1059)
- Journal articles (300)
- Books (9)
- Edited books (3)
- Proceedings, refereed (339) Remove Proceedings, refereed <span class="counter">(339)</span> filter
- Book chapters (13)
- Talks, keynote (25)
- PhD theses (10)
- Proceedings, non-refereed (19)
- Posters (18)
- Technical reports (15)
- Manuals (1)
- Talks, invited (191)
- Talks, contributed (31)
- Public outreach (62)
- Master's theses (1)
- Miscellaneous (22)
Proceedings, refereed
Detecting human embryo cleavage stages using YOLO v5 object detection algorithm
In Nordic Artificial Intelligence Research and Development. Springer, 2023.Status: Published
Detecting human embryo cleavage stages using YOLO v5 object detection algorithm
Afilliation | Machine Learning |
Project(s) | Department of Holistic Systems |
Publication Type | Proceedings, refereed |
Year of Publication | 2023 |
Conference Name | Nordic Artificial Intelligence Research and Development |
Pagination | 81-93 |
Publisher | Springer |
On the realization of Cloud-RAN on Mobile Edge Computing
In International Conference on Advanced Information Networking and Applications (AINA-2023). 655th ed. Vol. 3. Lecture Notes in Networks and Systems: Springer, 2023.Status: Published
On the realization of Cloud-RAN on Mobile Edge Computing
Afilliation | Communication Systems |
Project(s) | The Center for Resilient Networks and Applications |
Publication Type | Proceedings, refereed |
Year of Publication | 2023 |
Conference Name | International Conference on Advanced Information Networking and Applications (AINA-2023) |
Volume | 3 |
Edition | 655 |
Date Published | 03/2023 |
Publisher | Springer |
Place Published | Lecture Notes in Networks and Systems |
ISBN Number | 978-3-031-28693-3 |
Projects VS Continuous Product Development - Does it Affect Benefits Realization?
In The Ninth International Conference on Advances and Trends in Software Engineering (SOFTENG). Xpert Publishing Services (XPS), 2023.Status: Published
Projects VS Continuous Product Development - Does it Affect Benefits Realization?
Software investments are traditionally implemented using project organization, which often leads project participants to focus on time, cost and scope, rather than the intended benefits of the investment. We conducted a survey to compare work organized as projects against work organized as Continuous Product Development (CPD). Our results indicate that: 1. Both project organization and CPD are commonly used in practice. 2. Agile is very popular, but DevOps and the use of linear models for organizing work are also frequent. 3. CPD is perceived to outperform projects in realization of benefits. 4. We found no difference in perceived realization of benefits between those using or not using a set of ways of organizing work (including linear models, agile, DevOps, BizDev or program organization). We conclude that organizing work using CPD is a viable alternative to project organization, especially in situations where failure must be avoided. Also, we suggest that more research should be conducted to better understand what factors of the different ways of organizing work affects the realization of benefits.
Afilliation | Software Engineering |
Project(s) | Department of IT Management, EDOS: Effective Digitalization of Public Sector |
Publication Type | Proceedings, refereed |
Year of Publication | 2023 |
Conference Name | The Ninth International Conference on Advances and Trends in Software Engineering (SOFTENG) |
Pagination | 20-25 |
Date Published | 04/2023 |
Publisher | Xpert Publishing Services (XPS) |
What can we learn from surveys on the importance of software development productivity factors?
In CiBSE. Brazilian Publishing Company, 2023.Status: Published
What can we learn from surveys on the importance of software development productivity factors?
A proper interpretation of survey results on the importance of software development productivity factors requires an understanding of what the responses reflect. To find out more about this, we conducted a survey with 79 experienced software professionals. The strongest connection found was between the high perceived importance of a productivity factor and how frequently the respondents had experienced that a low performance on that factor had caused productivity problems. We argue that it is challenging to interpret survey-based results on the importance of productivity factors. Instead of conducting more surveys on the importance of such factors, we recommend asking directly about previous experiences related to productivity factors and including contextual information that enables proper interpretation of the responses.
Afilliation | Software Engineering |
Project(s) | EDOS: Effective Digitalization of Public Sector |
Publication Type | Proceedings, refereed |
Year of Publication | 2023 |
Conference Name | CiBSE |
Publisher | Brazilian Publishing Company |
Identifying Important Proteins in Meibomian Gland Dysfunction with Explainable Artificial Intelligence
In IEEE International Symposium on Computer-Based Medical Systems (IEEE CBMS2023), 2023.Status: Accepted
Identifying Important Proteins in Meibomian Gland Dysfunction with Explainable Artificial Intelligence
Meibomian gland dysfunction is the most common cause of dry eye disease, which is a prevalent condition that can damage the ocular surface and cause reduced vision and substantial pain. Meibum secreted from the meibomian glands makes up the majority of the outer, protective lipid layer of the tear film. Changes in the secreted meibum and markers of glandular damage can be detected through tear sampling.
Several studies have investigated the tear film protein expression in meibomian gland dysfunction, but less work apply machine learning to analyze the protein patterns. We use machine learning and methods from explainable artificial intelligence to detect potential clinically relevant proteins in meibomian gland dysfunction. Two different explainable artificial intelligence methods are compared. Several of the proteins found important in the models have been linked to dry eye disease in the past, while some are novel. Consequently, explainable artificial intelligence methods serve as a promising tool for screening for proteins that are relevant for meibomian gland dysfunction. By doing so, one may be able to discover new biomarkers and treatments, and gain a better understanding of how diseases develop.
Afilliation | Machine Learning |
Project(s) | Department of Holistic Systems |
Publication Type | Proceedings, refereed |
Year of Publication | 2023 |
Conference Name | IEEE International Symposium on Computer-Based Medical Systems (IEEE CBMS2023) |
Keywords | Dry eye disease, Explainable artificial intelligence, Machine learning, meibomian gland dysfunction, proteomics |
PARAFAC2-based coupled Matrix and Tensor Factorizations
In IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, 2023.Status: Published
PARAFAC2-based coupled Matrix and Tensor Factorizations
Afilliation | Machine Learning |
Project(s) | Department of Data Science and Knowledge Discovery , TrACEr: Time-Aware ConstrainEd Multimodal Data Fusion |
Publication Type | Proceedings, refereed |
Year of Publication | 2023 |
Conference Name | IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) |
Pagination | 1-5 |
Publisher | IEEE |
DOI | 10.1109/ICASSP49357.2023.10094562 |
A 10-Layer Model for Service Availability Risk Management
In 20th International Conference on Security and Cryptography, 2023.Status: Accepted
A 10-Layer Model for Service Availability Risk Management
Afilliation | Communication Systems |
Project(s) | The Center for Resilient Networks and Applications |
Publication Type | Proceedings, refereed |
Year of Publication | 2023 |
Conference Name | 20th International Conference on Security and Cryptography |
Longitudinal Analysis of Inter-City Network Delays
In Network Traffic Measurement and Analysis Conference (TMA). IEEE/IFIP, 2023.Status: Accepted
Longitudinal Analysis of Inter-City Network Delays
Afilliation | Communication Systems |
Project(s) | The Center for Resilient Networks and Applications |
Publication Type | Proceedings, refereed |
Year of Publication | 2023 |
Conference Name | Network Traffic Measurement and Analysis Conference (TMA) |
Publisher | IEEE/IFIP |
Keywords | big network data analysis, Internet measurements, longitudinal analysis, RTT delay |
A Scalable Infrastructure for Continuous State of Polarisation Monitoring for Revealing Security and Vulnerability Impacts in Optical Networks
In Proceedings of the 17th International Conference on Telecommunications (ConTEL). Graz, Steiermark/Austria: IEEE, 2023.Status: Published
A Scalable Infrastructure for Continuous State of Polarisation Monitoring for Revealing Security and Vulnerability Impacts in Optical Networks
Optical networks are spanning the world. They are the main medium for carrying all types of data-traffic. From a vulnerability and security perspective, it is therefore the most important part of the network to protect against any physical impacts that may cause disruptions or security incidents. In this paper, we demonstrate and describe a scalable, low-cost monitoring system based on detecting the state of polarisation in the fibre cables. We give examples on how any direct movement of fibre-cables or fibre-cords as well as indirect vibrations on the cable can be detected, and how basic characteristics in the patterns can be used for recognition of these events.
Afilliation | Communication Systems |
Project(s) | The Center for Resilient Networks and Applications, GAIA, Simula Metropolitan Center for Digital Engineering, Simula Metropolitan Center for Digital Engineering, NorNet, SMIL: SimulaMet Interoperability Lab |
Publication Type | Proceedings, refereed |
Year of Publication | 2023 |
Conference Name | Proceedings of the 17th International Conference on Telecommunications (ConTEL) |
Date Published | 07/2023 |
Publisher | IEEE |
Place Published | Graz, Steiermark/Austria |
Keywords | Hardware, Infrastructure, Monitoring, Software, State of Polarisation |
A Scalable Data Collection System for Continuous State of Polarisation Monitoring
In Proceedings of the 23rd International Conference on Transparent Optical Networks (ICTON). Bucharest/Romania, 2023.Status: Published
A Scalable Data Collection System for Continuous State of Polarisation Monitoring
Our dependency on the telecommunication infrastructure is continuously increasing, as different infrastructures – such as energy and telecommunication – now have mutual dependencies. This calls for increased monitoring of the fibre network, which is a highly critical part of the infrastructure. State of Polarisation (SoP) of light propagating through fibre transmission systems is impacted by any vibrations and mechanical impacts on the fibre. By continuously monitoring the SoP, any unexpected movements of a fibre along a fibre-path may be traced. Movements may be caused by e.g. work in node-rooms impacting patch-cords, trawlers or other types of sub-sea equipment touching or hooking into sub-sea fibre cables, digging close to a fibre-cable, or geophysical phenomena like earthquakes. In this paper, we describe a low-cost, scalable system for SoP monitoring and give examples of patterns monitored in different types of fibre infrastructures. The monitoring system consists of single-unit rack-mount instruments connected to taps from live optical transmission signals. Each instrument has local storage for 1-2 years of data, and is periodically automatically uploading data to a server for backup and data-access purposes. Examples of observed patterns are impact from a thunderstorm on a Fibre-To-The-Home (FTTH) cable, 50 Hz on a fibre-cable spun around a high-voltage power air-cable, as well as animal impact on a patch-cord.
Afilliation | Communication Systems |
Project(s) | GAIA, The Center for Resilient Networks and Applications, Simula Metropolitan Center for Digital Engineering, Simula Metropolitan Center for Digital Engineering, NorNet, SMIL: SimulaMet Interoperability Lab |
Publication Type | Proceedings, refereed |
Year of Publication | 2023 |
Conference Name | Proceedings of the 23rd International Conference on Transparent Optical Networks (ICTON) |
Date Published | 07/2023 |
Place Published | Bucharest/Romania |
Keywords | Critical Infrastructure, Monitoring, State of Polarisation |