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ORCIDIngrid Kristine Glad
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2020 – today
- 2024
[j14]Lars Henry Berge Olsen
, Ingrid Kristine Glad, Martin Jullum, Kjersti Aas:
A comparative study of methods for estimating model-agnostic Shapley value explanations. Data Min. Knowl. Discov. 38(4): 1782-1829 (2024)- [j13]Andreas Brandsæter, Ingrid Kristine Glad:
Shapley values for cluster importance. Data Min. Knowl. Discov. 38(5): 2633-2664 (2024) - 2023
- [i4]Lars Henry Berge Olsen, Ingrid Kristine Glad, Martin Jullum, Kjersti Aas:
A Comparative Study of Methods for Estimating Conditional Shapley Values and When to Use Them. CoRR abs/2305.09536 (2023) - 2022
- [j12]Lars H. B. Olsen, Ingrid Kristine Glad, Martin Jullum, Kjersti Aas:
Using Shapley Values and Variational Autoencoders to Explain Predictive Models with Dependent Mixed Features. J. Mach. Learn. Res. 23: 213:1-213:51 (2022) - 2021
- [j11]Camilla Lingjærde, Tonje Lien, Ørnulf Borgan, Helga Bergholtz, Ingrid Kristine Glad:
Tailored graphical lasso for data integration in gene network reconstruction. BMC Bioinform. 22(1): 498 (2021) - [j10]Azzeddine Bakdi, Ingrid Kristine Glad, Erik Vanem:
Testbed Scenario Design Exploiting Traffic Big Data for Autonomous Ship Trials Under Multiple Conflicts With Collision/Grounding Risks and Spatio-Temporal Dependencies. IEEE Trans. Intell. Transp. Syst. 22(12): 7914-7930 (2021) - [i3]Clara B. Salucci, Azzeddine Bakdi, Ingrid Kristine Glad, Erik Vanem, Riccardo De Bin:
Simple statistical models and sequential deep learning for Lithium-ion batteries degradation under dynamic conditions: Fractional Polynomials vs Neural Networks. CoRR abs/2102.08111 (2021) - [i2]Lars Henry Berge Olsen, Ingrid Kristine Glad, Martin Jullum, Kjersti Aas:
Using Shapley Values and Variational Autoencoders to Explain Predictive Models with Dependent Mixed Features. CoRR abs/2111.13507 (2021) - 2020
- [j9]Stefania Salvatore, Knut Dagestad Rand, Ivar Grytten, Egil Ferkingstad, Diana Domanska, Lars Holden, Marius Gheorghe, Anthony Mathelier, Ingrid Kristine Glad, Geir Kjetil Sandve:
Beware the Jaccard: the choice of similarity measure is important and non-trivial in genomic colocalisation analysis. Briefings Bioinform. 21(5): 1523-1530 (2020) - [i1]Andreas Brandsæter, Ingrid Kristine Glad:
Explainable Artificial Intelligence: How Subsets of the Training Data Affect a Prediction. CoRR abs/2012.03625 (2020)
2010 – 2019
- 2019
- [j8]Andreas Brandsæter, Erik Vanem, Ingrid Kristine Glad:
Efficient on-line anomaly detection for ship systems in operation. Expert Syst. Appl. 121: 418-437 (2019) - [j7]Ivar Grytten, Knut D. Rand, Alexander Johan Nederbragt, Geir Storvik, Ingrid Kristine Glad, Geir Kjetil Sandve:
Graph Peak Caller: Calling ChIP-seq peaks on graph-based reference genomes. PLoS Comput. Biol. 15(2) (2019) - 2017
- [j6]Knut D. Rand, Ivar Grytten, Alexander Johan Nederbragt, Geir Storvik, Ingrid Kristine Glad, Geir Kjetil Sandve:
Coordinates and intervals in graph-based reference genomes. BMC Bioinform. 18(1): 263:1-263:8 (2017) - 2014
- [j5]Linn Cecilie Bergersen, Kukatharmini Tharmaratnam, Ingrid Kristine Glad:
Monotone splines lasso. Comput. Stat. Data Anal. 77: 336-351 (2014) - 2013
- [j4]Geir Kjetil Sandve, Sveinung Gundersen, Morten Johansen, Ingrid Kristine Glad, Krishanthi Gunathasan, Lars Holden, Marit Holden, Knut Liestøl, Ståle Nygård, Vegard Nygaard, Jonas Paulsen, Halfdan Rydbeck, Kai Trengereid, Trevor Clancy, Finn Drabløs, Egil Ferkingstad, Matús Kalas, Tonje Lien, Morten Rye, Arnoldo Frigessi, Eivind Hovig:
The Genomic HyperBrowser: an analysis web server for genome-scale data. Nucleic Acids Res. 41(Webserver-Issue): 133-141 (2013) - 2011
- [j3]Alessandro Ambrosi, Ingrid Kristine Glad, Danilo Pellin, Claudia Cattoglio, Fulvio Mavilio, Clelia Di Serio, Arnoldo Frigessi:
Estimated Comparative Integration Hotspots Identify Different Behaviors of Retroviral Gene Transfer Vectors. PLoS Comput. Biol. 7(12) (2011) - [c1]Clelia Di Serio, Danilo Pellin, Alessandro Ambrosi, Ingrid Kristine Glad, Arnoldo Frigessi:
Biostatistics Meets Bioinformatics in Integrating Information from Highdimensional Heterogeneous Genomic Data: Two Examples from Rare Genetic Diseases and Infectious Diseases. CIBB 2011: 10-20
2000 – 2009
- 2005
- [j2]Ole Christian Lingjærde, Lars O. Baumbusch, Knut Liestøl, Ingrid Kristine Glad, Anne-Lise Børresen-Dale:
CGH-Explorer: a program for analysis of array-CGH data. Bioinform. 21(6): 821-822 (2005) - [j1]Ida Scheel, Magne Aldrin, Ingrid Kristine Glad, Ragnhild Sørum, Heidi Lyng, Arnoldo Frigessi:
The influence of missing value imputation on detection of differentially expressed genes from microarray data. Bioinform. 21(23): 4272-4279 (2005)
Coauthor Index
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