A database for publications published by researchers and students at SimulaMet.
Research area
Publication type
- All (983)
- Journal articles (281)
- Books (10)
- Edited books (3)
- Proceedings, refereed (303)
- Book chapters (13)
- Talks, keynote (21)
- PhD theses (6)
- Proceedings, non-refereed (21)
- Posters (15)
- Technical reports (14)
- Manuals (1)
- Talks, invited (182) Remove Talks, invited <span class="counter">(182)</span> filter
- Talks, contributed (30)
- Public outreach (62)
- Miscellaneous (21)
2018
Talks, invited
Data Fusion based on Coupled Matrix and Tensor Factorizations
In 5th Conference on Constraint-Based Reconstruction and Analysis (COBRA 2018), Seattle, USA, 2018.Status: Published
Data Fusion based on Coupled Matrix and Tensor Factorizations
In 5th Conference on Constraint-Based Reconstruction and Analysis (COBRA 2018), Seattle, USA, 2018.
Status: Published
| Afilliation | Machine Learning |
| Project(s) | Department of Data Science and Knowledge Discovery |
| Publication Type | Talks, invited |
| Year of Publication | 2018 |
| Location of Talk | 5th Conference on Constraint-Based Reconstruction and Analysis (COBRA 2018), Seattle, USA |
| URL | https://www.aiche.org/sbe/conferences/conference-on-constraint-based-rec... |
Contact person(s) for publication:
Tutorial on Tensor Factorizations, Data Fusion & Applications
In 14th International Conference on Latent Variable Analysis and Signal Separation, Guildford, UK, 2018.Status: Published
Tutorial on Tensor Factorizations, Data Fusion & Applications
In 14th International Conference on Latent Variable Analysis and Signal Separation, Guildford, UK, 2018.
Status: Published
| Afilliation | Machine Learning |
| Project(s) | Department of Data Science and Knowledge Discovery |
| Publication Type | Talks, invited |
| Year of Publication | 2018 |
| Location of Talk | 14th International Conference on Latent Variable Analysis and Signal Separation, Guildford, UK |
| Type of Talk | Tutorial |
| URL | http://cvssp.org/events/lva-ica-2018/tutorials/ |
Contact person(s) for publication:
2019
Talks, invited
Unraveling Biomarkers through Multi-Modal Data Fusion
In IEEE ISMICT (International Symposium on Medical Information and Communication Technology), Oslo, Norway, 2019.Status: Published
Unraveling Biomarkers through Multi-Modal Data Fusion
In IEEE ISMICT (International Symposium on Medical Information and Communication Technology), Oslo, Norway, 2019.
Status: Published
| Afilliation | Machine Learning |
| Project(s) | Department of Data Science and Knowledge Discovery |
| Publication Type | Talks, invited |
| Year of Publication | 2019 |
| Location of Talk | IEEE ISMICT (International Symposium on Medical Information and Communication Technology), Oslo, Norway |
| Type of Talk | Invited |
Contact person(s) for publication:
Biomarker Discovery through Structure-Revealing Fusion of Multi-Modal Neuroimaging Data
In IEEE EMBC (Engineering in Medicine and Biology Conference), Berlin, Germany, 2019.Status: Published
Biomarker Discovery through Structure-Revealing Fusion of Multi-Modal Neuroimaging Data
In IEEE EMBC (Engineering in Medicine and Biology Conference), Berlin, Germany, 2019.
Status: Published
| Afilliation | Machine Learning |
| Project(s) | Department of Data Science and Knowledge Discovery |
| Publication Type | Talks, invited |
| Year of Publication | 2019 |
| Location of Talk | IEEE EMBC (Engineering in Medicine and Biology Conference), Berlin, Germany |
| Type of Talk | Invited Session Paper |
Contact person(s) for publication:
Unraveling Interpretable Patterns through Data Fusion based on Coupled Matrix and Tensor Factorizations
In KDD Workshop on Tensor Methods for Emerging Data Science Challenges, Anchorage, Alaska, USA, 2019.Status: Published
Unraveling Interpretable Patterns through Data Fusion based on Coupled Matrix and Tensor Factorizations
In KDD Workshop on Tensor Methods for Emerging Data Science Challenges, Anchorage, Alaska, USA, 2019.
Status: Published
| Afilliation | Machine Learning |
| Project(s) | Department of Data Science and Knowledge Discovery |
| Publication Type | Talks, invited |
| Year of Publication | 2019 |
| Location of Talk | KDD Workshop on Tensor Methods for Emerging Data Science Challenges, Anchorage, Alaska, USA |
| Type of Talk | Keynote |
Contact person(s) for publication:
Unraveling Interpretable Patterns through Data Fusion based on Coupled Matrix and Tensor Factorizations
In AI and Tensor Factorizations for Physical, Chemical, and Biological Systems, Santa Fe, NM, USA, 2019.Status: Published
Unraveling Interpretable Patterns through Data Fusion based on Coupled Matrix and Tensor Factorizations
In AI and Tensor Factorizations for Physical, Chemical, and Biological Systems, Santa Fe, NM, USA, 2019.
Status: Published
| Afilliation | Machine Learning |
| Project(s) | Department of Data Science and Knowledge Discovery |
| Publication Type | Talks, invited |
| Year of Publication | 2019 |
| Location of Talk | AI and Tensor Factorizations for Physical, Chemical, and Biological Systems, Santa Fe, NM, USA |
| Type of Talk | Invited |
Contact person(s) for publication:
2020
Talks, invited
Multi Modal Data Mining using Coupled Matrix/Tensor Factorizations
In Tufts University - TRIPODS Seminar (virtual), 2020.Status: Published
Multi Modal Data Mining using Coupled Matrix/Tensor Factorizations
In Tufts University - TRIPODS Seminar (virtual), 2020.
Status: Published
| Afilliation | Machine Learning |
| Project(s) | TrACEr: Time-Aware ConstrainEd Multimodal Data Fusion |
| Publication Type | Talks, invited |
| Year of Publication | 2020 |
| Location of Talk | Tufts University - TRIPODS Seminar (virtual) |
| URL | https://tripods.tufts.edu/about/events/multi-modal-data-mining-using-cou... |
Contact person(s) for publication:
2021
Talks, invited
From Data Mining using Tensor Factorizations to Multimodal Data Mining using Coupled Matrix/Tensor Factorizations
In Nordic Probabilistic AI School (virtual), 2021.Status: Published
From Data Mining using Tensor Factorizations to Multimodal Data Mining using Coupled Matrix/Tensor Factorizations
In Nordic Probabilistic AI School (virtual), 2021.
Status: Published
| Afilliation | Machine Learning |
| Project(s) | TrACEr: Time-Aware ConstrainEd Multimodal Data Fusion, Department of Data Science and Knowledge Discovery |
| Publication Type | Talks, invited |
| Year of Publication | 2021 |
| Location of Talk | Nordic Probabilistic AI School (virtual) |
| URL | https://probabilistic.ai/ |
Contact person(s) for publication:
2022
Talks, invited
Constrained Multimodal Data Mining
In BigInsight Seminar, University of Oslo, 2022.Status: Published
Constrained Multimodal Data Mining
In BigInsight Seminar, University of Oslo, 2022.
Status: Published
| Afilliation | Machine Learning |
| Project(s) | Department of Data Science and Knowledge Discovery , TrACEr: Time-Aware ConstrainEd Multimodal Data Fusion |
| Publication Type | Talks, invited |
| Year of Publication | 2022 |
| Location of Talk | BigInsight Seminar, University of Oslo |
| URL | https://www.biginsight.no/events |
Contact person(s) for publication:
Extracting Insights from Complex Data: Data Mining using Tensor Factorizations
In SILS (Swammerdam Institute for Life Sciences) Data Science Symposium, University of Amsterdam, 2022.Status: Published
Extracting Insights from Complex Data: Data Mining using Tensor Factorizations
In SILS (Swammerdam Institute for Life Sciences) Data Science Symposium, University of Amsterdam, 2022.
Status: Published
| Afilliation | Machine Learning |
| Project(s) | Department of Data Science and Knowledge Discovery , TrACEr: Time-Aware ConstrainEd Multimodal Data Fusion |
| Publication Type | Talks, invited |
| Year of Publication | 2022 |
| Location of Talk | SILS (Swammerdam Institute for Life Sciences) Data Science Symposium, University of Amsterdam |
Contact person(s) for publication: