Hélène Verhaeghe

Artificial Intelligence · 2020

A researcher in the Science corpus: 1 paper; trusts 3 researchers and is trusted by 2 researchers here, as inferred from the citation graph.

Subfields

• Artificial Intelligence — 10 citations into it
• Algorithms & Complexity — 8 citations into it; #459 of 516 by trust here, #310 by citations
• Information Systems — 6 citations into it; #6,887 of 8,771 by trust here, #5,501 by citations
• Statistical Learning Theory — 6 citations into it

Whom Hélène Verhaeghe trusts overall

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

1. J. Ross Quinlan
2. Siegfried Nijssen
3. Dimitris J. Bertsimas
4. Sicco Verwer
5. Steven L. Salzberg
6. Leo Breiman
7. Élisa Fromont
8. Jack Dunn
9. Yingqian Zhang
10. Alberto Maria Segre

Who trusts Hélène Verhaeghe overall

1. Emir Demirovi'c
2. Mikoláš Janota
3. Sina Aghaei
4. Peter James Stuckey
5. Anna Lukina
6. António Morgado
7. Emmanuel Hebrard
8. Andres Gomez
9. Gaël Aglin

Papers from Hélène Verhaeghe's perspective

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

1. Constructing Optimal Binary Decision Trees is NP-Complete
2. Induction of decision trees
3. Learning Optimal Decision Trees with SAT
4. Classification and regression trees
5. Optimal classification trees
6. Lower Bounds on Learning Decision Lists and Trees
7. Programs for Machine Learning
8. Learning Optimal and Fair Decision Trees for Non-Discriminative Decision-Making
9. Information Theory: 1948-1998 - Guest Editorial
10. Learning Optimal Decision Trees Using Caching Branch-and-Bound Search

Their papers

• Learning optimal decision trees using constraint programming (2020) — 97 citations