Anna Lukina

Artificial Intelligence · 2020

A researcher in the Science corpus: 2 papers; trusts 15 researchers and is trusted by 0 researchers here, as inferred from the citation graph.

Subfields

• Artificial Intelligence — 43 citations into it
• Algorithms & Complexity — 19 citations into it
• Information Systems — 19 citations into it
• Statistical Learning Theory — 15 citations into it
• Computational Theory and Mathematics — 13 citations into it
• Optimization & Training — 8 citations into it
• Mathematical Optimization — 5 citations into it

Whom Anna Lukina trusts overall

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

1. Siegfried Nijssen
2. Dimitris J. Bertsimas
3. Sicco Verwer
4. J. Ross Quinlan
5. Florent Avellaneda
6. Mohammed J. Zaki
7. Gaël Aglin
8. Yingqian Zhang
9. Usama M. Fayyad
10. Leo Breiman

Who trusts Anna Lukina overall

1. Vinícius G. Costa
2. Emir Demirovi'c

Papers from Anna Lukina's perspective

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

1. Classification and regression trees
2. Constructing Optimal Binary Decision Trees is NP-Complete
3. C4.5: Programs for Machine Learning
4. Learning Optimal Decision Trees with SAT
5. Induction of decision trees
6. Optimal classification trees
7. Classification and regression trees
8. Minimising Decision Tree Size as Combinatorial Optimisation
9. ImageNet classification with deep convolutional neural networks
10. Scikit-learn: Machine Learning in Python

Their papers

• MurTree: Optimal Decision Trees via Dynamic Programming and Search (2020) — 89 citations
• MurTree: Optimal Classification Trees via Dynamic Programming and Search (2020) — 19 citations