Peter van Beek

Peter van Beek

University of Waterloo

H-index: 34

North America-Canada

About Peter van Beek

Peter van Beek, With an exceptional h-index of 34 and a recent h-index of 17 (since 2020), a distinguished researcher at University of Waterloo, specializes in the field of Artificial Intelligence, constraint programming, search, satisfiability.

His recent articles reflect a diverse array of research interests and contributions to the field:

Scalable Bayesian network structure learning with splines

On identifying significant edges for structure learning in Bayesian networks.

An empirical study of scoring functions for learning Bayesian networks in model averaging.

Learning All Credible Bayesian Network Structures for Model Averaging

A score-and-search approach to learning Bayesian networks with noisy-or relations

Peter van Beek Information

University

Position

Professor of Computer Science

Citations(all)

8320

Citations(since 2020)

1695

Cited By

7148

hIndex(all)

34

hIndex(since 2020)

17

i10Index(all)

63

i10Index(since 2020)

24

Email

University Profile Page

University of Waterloo

Google Scholar

View Google Scholar Profile

Peter van Beek Skills & Research Interests

Artificial Intelligence

constraint programming

search

satisfiability

Top articles of Peter van Beek

Title

Journal

Author(s)

Publication Date

Scalable Bayesian network structure learning with splines

Charupriya Sharma

Peter van Beek

2022/9/19

On identifying significant edges for structure learning in Bayesian networks.

Proceedings of the Canadian Conference on Artificial Intelligence

Zhenyu Liao

Junyao Duan

Peter van Beek

2022/5/27

An empirical study of scoring functions for learning Bayesian networks in model averaging.

Zhenyu A Liao

Charupriya Sharma

Dongshu Luo

Peter van Beek

2022

Learning All Credible Bayesian Network Structures for Model Averaging

arXiv preprint arXiv:2008.13618

Zhenyu A Liao

Charupriya Sharma

James Cussens

Peter van Beek

2020/8/27

A score-and-search approach to learning Bayesian networks with noisy-or relations

Charupriya Sharma

Zhenyu A Liao

James Cussens

Peter Beek

2020/2/2

See List of Professors in Peter van Beek University(University of Waterloo)

Co-Authors

H-index: 81
Henry Kautz

Henry Kautz

University of Rochester

H-index: 62
Rina Dechter

Rina Dechter

University of California, Irvine

H-index: 54
Fahiem Bacchus

Fahiem Bacchus

University of Toronto

H-index: 51
Pascal Poupart

Pascal Poupart

University of Waterloo

H-index: 35
Grzegorz Kondrak

Grzegorz Kondrak

University of Alberta

H-index: 34
Alejandro Lopez-Ortiz

Alejandro Lopez-Ortiz

University of Waterloo

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