Ingrid Kristine Glad

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 12

Top Topics

Statistical Model

Predictive Model

Top Venues

Briefings Bioinform.

J. Mach. Learn. Res.

Publications

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) (2024)
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 (2023)
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 (2022)
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 (2021)
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) (2021)
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 (2021)
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) (2021)
Andreas Brandsæter, Ingrid Kristine Glad
Explainable Artificial Intelligence: How Subsets of the Training Data Affect a Prediction. CoRR (2020)
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) (2020)
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)
Andreas Brandsæter, Erik Vanem, Ingrid Kristine Glad
Efficient on-line anomaly detection for ship systems in operation. Expert Syst. Appl. 121 (2019)
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) (2017)
Linn Cecilie Bergersen, Kukatharmini Tharmaratnam, Ingrid Kristine Glad
Monotone splines lasso. Comput. Stat. Data Anal. 77 (2014)
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) (2013)
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)
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)
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) (2005)
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) (2005)