A database for publications published by researchers and students at SimulaMet.
Research area
Publication type
- All (990)
- Journal articles (282)
- Books (9)
- Edited books (3)
- Proceedings, refereed (309)
- Book chapters (13)
- Talks, keynote (21)
- PhD theses (9)
- Proceedings, non-refereed (19)
- Posters (15) Remove Posters <span class="counter">(15)</span> filter
- Technical reports (14)
- Manuals (1)
- Talks, invited (182)
- Talks, contributed (30)
- Public outreach (62)
- Miscellaneous (21)
Posters
A decade of evolution in telecommunications infrastructure
In Poster: A decade of evolution in telecommunications infrastructure. IMC 21: IMC , 2021.Status: Published
A decade of evolution in telecommunications infrastructure
Characterizing countries’ standing in terms of the maturity of their telecommunications infrastructure is paramount to inform policy and investments. Here, we use a broad set of features to group countries according to the state of their infrastructures and track how this has changed between 2010 and 2020. While a few nations continue to dominate, the membership of this club has changed with several European countries leaving
Afilliation | Communication Systems |
Project(s) | GAIA, The Center for Resilient Networks and Applications |
Publication Type | Poster |
Year of Publication | 2021 |
Secondary Title | Poster: A decade of evolution in telecommunications infrastructure |
Date Published | 10/2021 |
Publisher | IMC |
Place Published | IMC 21 |
Type of Work | Internet measurements |
An Optimization Framework for Regularized Linearly Coupled Matrix-Tensor Factorization
2020 28th European Signal Processing Conference (EUSIPCO), Amsterdam, Netherlands, 2021.Status: Published
An Optimization Framework for Regularized Linearly Coupled Matrix-Tensor Factorization
Afilliation | Machine Learning |
Project(s) | Department of Data Science and Knowledge Discovery |
Publication Type | Poster |
Year of Publication | 2021 |
Place Published | 2020 28th European Signal Processing Conference (EUSIPCO), Amsterdam, Netherlands |
Anomaly Detection in Optical Links Using State of Polarization Monitoring
2021 Joint European Conference on Networks and Communications & 6G Summit, Porto, Portugal, 2021.Status: Published
Anomaly Detection in Optical Links Using State of Polarization Monitoring
Afilliation | Communication Systems |
Project(s) | GAIA, The Center for Resilient Networks and Applications |
Publication Type | Poster |
Year of Publication | 2021 |
Place Published | 2021 Joint European Conference on Networks and Communications & 6G Summit, Porto, Portugal |
Keywords | Anomaly detection, Machine learning, Optical Fibre, State of Polarization |
URL | https://www.eucnc.eu/poster-a/ |
Assessment of sperm motility according to WHO classification using convolutional neural networks
ESHRE: ESHRE, 2021.Status: Accepted
Assessment of sperm motility according to WHO classification using convolutional neural networks
Afilliation | Machine Learning |
Project(s) | Department of Holistic Systems |
Publication Type | Poster |
Year of Publication | 2021 |
Publisher | ESHRE |
Place Published | ESHRE |
Posters
A Framework for Interaction-based Propagation Analysis in Online Social Networks
Complex Networks, 2020.Status: Published
A Framework for Interaction-based Propagation Analysis in Online Social Networks
Afilliation | Scientific Computing |
Project(s) | Department of High Performance Computing , Department of Holistic Systems, UMOD: Understanding and Monitoring Digital Wildfires |
Publication Type | Poster |
Year of Publication | 2020 |
Place Published | Complex Networks |
Posters
Automatic Thumbnail Selection for Soccer using Machine Learning
NORA Annual Conference, Stavanger, Norway, 2022.Status: Accepted
Automatic Thumbnail Selection for Soccer using Machine Learning
Afilliation | Machine Learning |
Project(s) | Department of Holistic Systems |
Publication Type | Poster |
Year of Publication | 2022 |
Place Published | NORA Annual Conference, Stavanger, Norway |
Characterizing postprandial metabolic response using multi-way data analysis
Norwegian Bioinformatics Days, 2022.Status: Published
Characterizing postprandial metabolic response using multi-way data analysis
Analysis of time-resolved postprandial metabolomics data can enhance our knowledge about the human metabolism by providing a better understanding of regulation of subgroups of metabolites (e.g., lipids) and variations in postprandial responses of subgroups of people, with the potential to ultimately advance precision medicine. However, characterizing postprandial metabolomics response and understanding group differences is a challenging task since it requires the analysis of large-scale metabolomics data from a large set of individuals containing measurements of a wide set of metabolites at multiple time points. Such data is in the form of a three-way array: subjects by metabolites by time points. The state-of-the-art analysis methods mainly focus on clustering temporal profiles relying on summaries of the data across subjects or univariate analysis techniques studying one metabolite at a time, and fail to associate subgroups of subjects and subsets of metabolites with the dynamic time profile simultaneously.
In this study, we use NMR (nuclear magnetic resonance) spectroscopy measurements of plasma samples (of over three hundred individuals from the COPSAC2000 cohort) collected at multiple time points during a challenge test. We use a multi-way analysis technique called the CANDECOMP/PARAFAC (CP) model to extract interpretable patterns from the time-resolved data. We compare the analysis of postprandial data, fasting state-corrected data and only fasting state data, and demonstrate the differences between different analysis approaches.
Our results show that the CP model reveals biologically meaningful patterns capturing how certain metabolite groups and their temporal profiles relate to various meta variables, in particular, BMI (body mass index), confirming already known biological knowledge as well as revealing new biological insights.
Afilliation | Machine Learning |
Project(s) | TrACEr: Time-Aware ConstrainEd Multimodal Data Fusion, Department of Data Science and Knowledge Discovery |
Publication Type | Poster |
Year of Publication | 2022 |
Place Published | Norwegian Bioinformatics Days |
Keywords | CANDECOMP/PARAFAC, Dynamic metabolomics data, large-scale dataset, Tensor factorization |
Posters
Efficient Processing of Medical Videos in a Multi-auditory Environment Using Gpu Lending
NVIDIA's GPU Technology Conference (GTC), 2019.Status: Published
Efficient Processing of Medical Videos in a Multi-auditory Environment Using Gpu Lending
Afilliation | Software Engineering |
Project(s) | No Simula project, Department of Holistic Systems |
Publication Type | Poster |
Year of Publication | 2019 |
Place Published | NVIDIA's GPU Technology Conference (GTC) |
EXA - A distributed computation environment
Geilo Wintrerschool 2019, 2019.Status: Published
EXA - A distributed computation environment
Afilliation | Scientific Computing |
Project(s) | Department of High Performance Computing , Department of Holistic Systems |
Publication Type | Poster |
Year of Publication | 2019 |
Place Published | Geilo Wintrerschool 2019 |
Posters
Evaluation of DASH Rate Adaptation Algorithms in Operational Mobile Networks
Dublin, Ireland, 2017.Status: Published
Evaluation of DASH Rate Adaptation Algorithms in Operational Mobile Networks
In this study, we evaluate the performance of different Dynamic Adaptive Streaming over HTTP (DASH) video rate adaptation algorithms over mobile networks. More specifically, we compare and evaluate the performance of Basic, Segment Aware Rate Adaptation (SARA), and Buffer-Based Rate Adaptation (BBA) rate adaptation algorithms over the 4G-Long Term Evolution (LTE) networks of three Mobile Network Operators (MNOs): Telenor, Telia, and ICE. We use the Measuring Mobile Broadband Networks in Europe (MONROE) testbed for conducting measurements, and OpenVQ toolbox for evaluation.
Afilliation | Communication Systems |
Project(s) | MONROE: Measuring Mobile Broadband Networks in Europe |
Publication Type | Poster |
Year of Publication | 2017 |
Date Published | 06/2017 |
Place Published | Dublin, Ireland |