From 07fbf1e2208325949f8e1d48289eac8c854e3fce Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Anton=20Bj=C3=B6rklund?= Date: Tue, 8 Aug 2023 13:22:47 +0300 Subject: [PATCH] add citation for explanation paper --- CITATIONS.bib | 11 +++++++++++ LICENSE | 2 +- README.md | 7 ++++++- _pkgdown.yml | 28 +++++++++++++++------------- experiments/README.md | 6 +++--- 5 files changed, 36 insertions(+), 18 deletions(-) diff --git a/CITATIONS.bib b/CITATIONS.bib index 58ce786..5363d89 100644 --- a/CITATIONS.bib +++ b/CITATIONS.bib @@ -1,3 +1,14 @@ +@article{bjorklund2023explaining + author = {Bj{\"o}rklund, Anton and Henelius, Andreas and Oikarinen, Emilia and Kallonen, Kimmo and Puolam{\"a}ki, Kai}, + title = {Explaining any black box model using real data}, + year = {2023}, + journal = {Frontiers in Computer Science}, + volume = {5}, + url = {https://www.frontiersin.org/articles/10.3389/fcomp.2023.1143904}, + doi = {10.3389/fcomp.2023.1143904}, + issn = {2624-9898} +} + @article{bjorklund2022robust, title = {Robust regression via error tolerance}, author = {Bj{\"o}rklund, Anton and Henelius, Andreas and Oikarinen, Emilia and Kallonen, Kimmo and Puolam{\"a}ki, Kai}, diff --git a/LICENSE b/LICENSE index 8aab042..01ee9bb 100644 --- a/LICENSE +++ b/LICENSE @@ -1,6 +1,6 @@ MIT License -Copyright (c) 2022 Anton Björklund, University of Helsinki +Copyright (c) 2023 Anton Björklund, University of Helsinki Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal diff --git a/README.md b/README.md index 63cd375..6ab7783 100644 --- a/README.md +++ b/README.md @@ -6,7 +6,7 @@ [![License: MIT](https://img.shields.io/github/license/edahelsinki/slise)](https://github.com/edahelsinki/slise/blob/master/LICENSE) R implementation of the SLISE algorithm. The SLISE algorithm can be used for both robust regression and to explain outcomes from black box models. -For more details see the [original paper](https://rdcu.be/bVbda) or the [robust regression paper](https://rdcu.be/cFRHD). +For more details see the [conference paper](https://rdcu.be/bVbda), the [robust regression paper](https://rdcu.be/cFRHD) or the [local explanations paper](https://doi.org/10.3389/fcomp.2023.1143904). Alternatively for a more informal overview see the [presentation](https://github.com/edahelsinki/slise/raw/master/pdfs/presentation.pdf), or the [poster](https://github.com/edahelsinki/slise/raw/master/pdfs/poster.pdf). Finally, there is also the [documentation](https://edahelsinki.github.io/slise). @@ -21,6 +21,11 @@ Finally, there is also the [documentation](https://edahelsinki.github.io/slise). > Data Mining and Knowledge Discovery. > https://doi.org/10.1007/s10618-022-00819-2 +> *Björklund A., Henelius A., Oikarinen E., Kallonen K., Puolamäki K.* (2023) +> **Explaining any black box model using real data.** +> Frontiers in Computer Science 5:1143904. +> https://doi.org/10.3389/fcomp.2023.1143904 + ## The idea diff --git a/_pkgdown.yml b/_pkgdown.yml index a1f5f7c..184d32f 100644 --- a/_pkgdown.yml +++ b/_pkgdown.yml @@ -8,22 +8,24 @@ template: navbar: bg: primary structure: - left: [reference] + left: [reference] right: [search, github] home: name: SLISE sidebar: structure: [links, license, community, citation, authors, dev] links: - - text: Original paper - href: https://rdcu.be/bVbda - - text: Robust regression paper - href: https://rdcu.be/cFRHD - - text: Poster - href: https://github.com/edahelsinki/slise/raw/master/pdfs/poster.pdf - - text: Presentation - href: https://github.com/edahelsinki/slise/raw/master/pdfs/presentation.pdf - - text: Code reference - href: reference/index.html - - text: Python implementation - href: https://edahelsinki.github.io/pyslise + - text: Original conference paper + href: https://rdcu.be/bVbda + - text: Robust regression paper + href: https://rdcu.be/cFRHD + - text: Local explanations paper + href: https://www.frontiersin.org/articles/10.3389/fcomp.2023.1143904 + - text: Poster + href: https://github.com/edahelsinki/slise/raw/master/pdfs/poster.pdf + - text: Presentation + href: https://github.com/edahelsinki/slise/raw/master/pdfs/presentation.pdf + - text: Code reference + href: reference/index.html + - text: Python implementation + href: https://edahelsinki.github.io/pyslise diff --git a/experiments/README.md b/experiments/README.md index d2edfc2..8a9d841 100644 --- a/experiments/README.md +++ b/experiments/README.md @@ -3,6 +3,6 @@ The experiments for the papers have been moved into their own branches (so that the experiments are connected to the correct version of the library). You can find the corresponding experiments here: -- The experiments for the [original conference paper](https://github.com/edahelsinki/slise/tree/conference_experiments/experiments) (2019). -- The experiments for the [robust regression paper](https://github.com/edahelsinki/slise/tree/robust_regression_experiments/experiments) (2021). -- The experiments for the [explanations paper](https://github.com/edahelsinki/slise/tree/explanation_experiments/experiments) (2023). \ No newline at end of file +- [*Sparse Robust Regression for Explaining Classifiers* (2019)](https://github.com/edahelsinki/slise/tree/conference_experiments/experiments). +- [*Robust regression via error tolerance* (2022)](https://github.com/edahelsinki/slise/tree/robust_regression_experiments/experiments). +- [*Explaining any black box model using real data* (2023)](https://github.com/edahelsinki/slise/tree/explanation_experiments/experiments). \ No newline at end of file