Marko Bohanec

Artificial Intelligence · 1994–2017

A researcher in the Science corpus: 3 papers; trusts 10 researchers and is trusted by 6 researchers here, as inferred from the citation graph.

Subfields

• Artificial Intelligence — 11 citations into it; #17,808 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 Marko Bohanec trusts overall

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

1. J. Ross Quinlan
2. Henrik Jacobsson
3. Gary L. Lilien
4. Igor Kononenko
5. Marko Robnik-Sikonja
6. Erik Strumbelj
7. Evangelos Triantaphyllou
8. Antanas Verikas
9. A. Goldstein
10. Katja Hansen

Who trusts Marko Bohanec overall

1. Salvatore Ruggieri
2. Giulia Vilone
3. Nadia Burkart
4. Mahya Seyedan
5. Riccardo Guidotti
6. Ulrich Rückert
7. Simone Stumpf
8. Longo Luca
9. Sreerama K. Murthy
10. Marco F. Huber

Papers from Marko Bohanec's perspective

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

1. Explaining Classifications For Individual Instances
2. The Nature of Statistical Learning Theory
3. Survey and critique of techniques for extracting rules from trained artificial neural networks
4. An Efficient Explanation of Individual Classifications using Game Theory
5. Visual Explanation of Evidence with Additive Classifiers
6. Nomograms for visualizing support vector machines
7. Induction of decision trees
8. How to Explain Individual Classification Decisions
9. Random Forests
10. Rule Extraction from Recurrent Neural Networks: ATaxonomy and Review

Their papers

• Explaining machine learning models in sales predictions (2017) — 153 citations
• A qualitative multi-attribute model for economic and ecological assessment of genetically modified crops (2008) — 110 citations
• Trading Accuracy for Simplicity in Decision Trees (1994)