Sandra Zilles

Sandra Zilles

University of Regina

H-index: 19

North America-Canada

About Sandra Zilles

Sandra Zilles, With an exceptional h-index of 19 and a recent h-index of 12 (since 2020), a distinguished researcher at University of Regina, specializes in the field of Computational Learning Theory, Artificial Intelligence.

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

Approximation Algorithms for Preference Aggregation Using CP-Nets

Learning Hypertrees From Shortest Path Queries

Positive Characteristic Sets for Relational Pattern Languages

Iterative Machine Teaching for Black-box Markov Learners

Inferring symbolic automata

Fast searching on cactus graphs

On batch teaching without collusion

Distinguishing relational pattern languages with a small number of short strings

Sandra Zilles Information

University

Position

Professor Computer Science

Citations(all)

1646

Citations(since 2020)

769

Cited By

1197

hIndex(all)

19

hIndex(since 2020)

12

i10Index(all)

43

i10Index(since 2020)

16

Email

University Profile Page

Google Scholar

Sandra Zilles Skills & Research Interests

Computational Learning Theory

Artificial Intelligence

Top articles of Sandra Zilles

Title

Journal

Author(s)

Publication Date

Approximation Algorithms for Preference Aggregation Using CP-Nets

Abu Mohammad Hammad Ali

Boting Yang

Sandra Zilles

2023/12

Learning Hypertrees From Shortest Path Queries

Shaun M Fallat

Valerii Maliuk

Seyed Ahmad Mojallal

Sandra Zilles

2024/3/15

Positive Characteristic Sets for Relational Pattern Languages

S Mahmoud Mousawi

Sandra Zilles

2024/2/7

Iterative Machine Teaching for Black-box Markov Learners

Chaoqi Wang

Sandra Zilles

Adish Singla

Yuxin Chen

2023/6/29

Inferring symbolic automata

Logical Methods in Computer Science

Dana Fisman

Hadar Frenkel

Sandra Zilles

2023/4/20

Fast searching on cactus graphs

Journal of Combinatorial Optimization

Yuan Xue

Boting Yang

Sandra Zilles

Lusheng Wang

2023/4

On batch teaching without collusion

Journal of Machine Learning Research

Shaun Fallat

David Kirkpatrick

Hans U Simon

Abolghasem Soltani

Sandra Zilles

2023

Distinguishing relational pattern languages with a small number of short strings

Robert C Holte

S Mahmoud Mousawi

Sandra Zilles

2022/3/20

On batch teaching with sample complexity bounded by vcd

Advances in Neural Information Processing Systems

Farnam Mansouri

Hans Simon

Adish Singla

Sandra Zilles

2022/12/6

Using Change Detection to Adapt to Dynamically Changing Trustees.

Elham Parhizkar

Mohammad Hossein Nikravan

Robert C Holte

Sandra Zilles

2022

Fast Searching on k-Combinable Graphs

Yuan Xue

Boting Yang

Sandra Zilles

2022/8/13

Efficient Removal of Weak Associations in Consensus Clustering.

NC Ruckiya Sinorina

Howard J Hamilton

Sandra Zilles

2022

A simple method for proving lower bounds in the zero-visibility cops and robber game

Journal of Combinatorial Optimization

Yuan Xue

Boting Yang

Sandra Zilles

2022/7/1

Actively Learning Deep Neural Networks with Uncertainty Sampling Based on Sum-Product Networks

arXiv preprint arXiv:2206.09798

Mohamadsadegh Khosravani

Sandra Zilles

2022/6/20

The challenges facing deep learning–based catheter localization for ultrasound guided high‐dose‐rate prostate brachytherapy

Medical Physics

Derek Liu

Shayantonee Tupor

Jaskaran Singh

Trey Chernoff

Nelson Leong

...

2022/4

A Labelled Sample Compression Scheme of Size at Most Quadratic in the VC Dimension

arXiv preprint arXiv:2212.12631

Farnam Mansouri

Sandra Zilles

2022/12/24

Machine Learning to Identify Gene Interactions from High-Throughput Mutant Crosses

Mapping Genetic Interactions

Ashwani Kumar

Andrew DS Cameron

Sandra Zilles

2021

Precision-based boosting

Proceedings of the AAAI Conference on Artificial Intelligence

Mohammad Hossein Nikravan

Marjan Movahedan

Sandra Zilles

2021/5/18

Aggregating Preferences Represented by Conditional Preference Networks

Abu Mohammad Hammad Ali

Howard J. Hamilton

Elizabeth Rayner

Boting Yang

Sandra Zilles

2021/10

A Gaussian process-based definition reveals new and bona fide genetic interactions compared to a multiplicative model in the Gram-negative Escherichia coli

Bioinformatics

Ashwani Kumar

Ali Hosseinnia

Alla Gagarinova

Sadhna Phanse

Sunyoung Kim

...

2020/2/1

See List of Professors in Sandra Zilles University(University of Regina)

Co-Authors

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