Mirjana Kljajic Borstnar

Artificial Intelligence · 2017

A researcher in the Science corpus: 1 paper; trusts 8 researchers and is trusted by 6 researchers here, as inferred from the citation graph.

Subfields

• Artificial Intelligence — 10 citations into it; #17,809 of 35,345 by trust here, #30,347 by citations
• Computer Vision and Pattern Recognition — 6 citations into it
• Safety, Robustness & Interpretability — 6 citations into it

Whom Mirjana Kljajic Borstnar trusts overall

Their strongest outbound trust, strongest first, inferred from their citations.

1. Henrik Jacobsson
2. Gary L. Lilien
3. Igor Kononenko
4. Marko Robnik-Sikonja
5. Erik Strumbelj
6. Antanas Verikas
7. A. Goldstein
8. Katja Hansen
9. Aleks Jakulin

Who trusts Mirjana Kljajic Borstnar overall

1. Giulia Vilone
2. Nadia Burkart
3. Mahya Seyedan

Papers from Mirjana Kljajic Borstnar's perspective

Ordered by how strongly the researchers Mirjana Kljajic Borstnar trusts endorse each paper. Same corpus, a different order for every researcher.

1. Explaining Classifications For Individual Instances
2. Survey and critique of techniques for extracting rules from trained artificial neural networks
3. An Efficient Explanation of Individual Classifications using Game Theory
4. Visual Explanation of Evidence with Additive Classifiers
5. Nomograms for visualizing support vector machines
6. How to Explain Individual Classification Decisions
7. Rule Extraction from Recurrent Neural Networks: ATaxonomy and Review
8. Graphical Explanation in Belief Networks
9. Peeking Inside the Black Box: Visualizing Statistical Learning With Plots of Individual Conditional Expectation
10. Interactive machine learning for health informatics: when do we need the human-in-the-loop?

Their papers

• Explaining machine learning models in sales predictions (2017) — 153 citations