Ingrid Kristine Glad

20 papers Journal 19Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
XAI in hindsight: Shapley values for explaining prediction accuracy.
Expert Syst. Appl.
Andreas Brandsæter, Ingrid Kristine Glad
2024 J jnl
A comparative study of methods for estimating model-agnostic Shapley value explanations.
Data Min. Knowl. Discov.
Lars Henry Berge Olsen, Ingrid Kristine Glad, Martin Jullum, Kjersti Aas
2024 J jnl
Shapley values for cluster importance.
Data Min. Knowl. Discov.
Andreas Brandsæter, Ingrid Kristine Glad
2023 J jnl
A Comparative Study of Methods for Estimating Conditional Shapley Values and When to Use Them.
CoRR
Lars Henry Berge Olsen, Ingrid Kristine Glad, Martin Jullum, Kjersti Aas
2022 J jnl
Using Shapley Values and Variational Autoencoders to Explain Predictive Models with Dependent Mixed Features.
J. Mach. Learn. Res.
Lars H. B. Olsen, Ingrid Kristine Glad, Martin Jullum, Kjersti Aas
2021 J jnl
Simple statistical models and sequential deep learning for Lithium-ion batteries degradation under dynamic conditions: Fractional Polynomials vs Neural Networks.
CoRR
Clara B. Salucci, Azzeddine Bakdi, Ingrid Kristine Glad, Erik Vanem, Riccardo De Bin
2021 J jnl
Tailored graphical lasso for data integration in gene network reconstruction.
BMC Bioinform.
Camilla Lingjærde, Tonje Lien, Ørnulf Borgan, Helga Bergholtz, Ingrid Kristine Glad
2021 J jnl
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.
Azzeddine Bakdi, Ingrid Kristine Glad, Erik Vanem
2021 J jnl
Using Shapley Values and Variational Autoencoders to Explain Predictive Models with Dependent Mixed Features.
CoRR
Lars Henry Berge Olsen, Ingrid Kristine Glad, Martin Jullum, Kjersti Aas
2020 J jnl
Beware the Jaccard: the choice of similarity measure is important and non-trivial in genomic colocalisation analysis.
Briefings Bioinform.
Stefania Salvatore, Knut Dagestad Rand, Ivar Grytten, Egil Ferkingstad, Diana Domanska, Lars Holden, Marius Gheorghe, Anthony Mathelier, Ingrid Kristine Glad, Geir Kjetil Sandve
2020 J jnl
Explainable Artificial Intelligence: How Subsets of the Training Data Affect a Prediction.
CoRR
Andreas Brandsæter, Ingrid Kristine Glad
2019 J jnl
Efficient on-line anomaly detection for ship systems in operation.
Expert Syst. Appl.
Andreas Brandsæter, Erik Vanem, Ingrid Kristine Glad
2019 J jnl
Graph Peak Caller: Calling ChIP-seq peaks on graph-based reference genomes.
PLoS Comput. Biol.
Ivar Grytten, Knut D. Rand, Alexander Johan Nederbragt, Geir Storvik, Ingrid Kristine Glad, Geir Kjetil Sandve
2017 J jnl
Coordinates and intervals in graph-based reference genomes.
BMC Bioinform.
Knut D. Rand, Ivar Grytten, Alexander Johan Nederbragt, Geir Storvik, Ingrid Kristine Glad, Geir Kjetil Sandve
2014 J jnl
Monotone splines lasso.
Comput. Stat. Data Anal.
Linn Cecilie Bergersen, Kukatharmini Tharmaratnam, Ingrid Kristine Glad
2013 J jnl
The Genomic HyperBrowser: an analysis web server for genome-scale data.
Nucleic Acids Res.
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
2011 — conf
Biostatistics Meets Bioinformatics in Integrating Information from Highdimensional Heterogeneous Genomic Data: Two Examples from Rare Genetic Diseases and Infectious Diseases.
CIBB
Clelia Di Serio, Danilo Pellin, Alessandro Ambrosi, Ingrid Kristine Glad, Arnoldo Frigessi
2011 J jnl
Estimated Comparative Integration Hotspots Identify Different Behaviors of Retroviral Gene Transfer Vectors.
PLoS Comput. Biol.
Alessandro Ambrosi, Ingrid Kristine Glad, Danilo Pellin, Claudia Cattoglio, Fulvio Mavilio, Clelia Di Serio, Arnoldo Frigessi
2005 J jnl
CGH-Explorer: a program for analysis of array-CGH data.
Bioinform.
Ole Christian Lingjærde, Lars O. Baumbusch, Knut Liestøl, Ingrid Kristine Glad, Anne-Lise Børresen-Dale
2005 J jnl
The influence of missing value imputation on detection of differentially expressed genes from microarray data.
Bioinform.
Ida Scheel, Magne Aldrin, Ingrid Kristine Glad, Ragnhild Sørum, Heidi Lyng, Arnoldo Frigessi