Peter Christen

Peter Christen

Australian National University

H-index: 51

Oceania-Australia

About Peter Christen

Peter Christen, With an exceptional h-index of 51 and a recent h-index of 31 (since 2020), a distinguished researcher at Australian National University, specializes in the field of Record linkage, entity resolution, data linkage, administrative data, data quality.

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

Pattern masking for dictionary matching: theory and practice

Encryption-based sub-string matching for privacy-preserving record linkage

When data science goes wrong: How misconceptions about data capture and processing causes wrong conclusions

Class ratio and its implications for reproducibility and performance in record linkage

A review of the F-measure: Its History, Properties, Criticism, and Alternatives

Tuning the Utility-Privacy Trade-Off in Trajectory Data

TRIC: A Triples Corrupter for Knowledge Graphs

Thirty-three myths and misconceptions about population data: from data capture and processing to linkage

Peter Christen Information

University

Position

Leibniz Visiting Professor University of Leipzig; and Professor

Citations(all)

16165

Citations(since 2020)

7043

Cited By

12446

hIndex(all)

51

hIndex(since 2020)

31

i10Index(all)

128

i10Index(since 2020)

90

Email

University Profile Page

Australian National University

Google Scholar

View Google Scholar Profile

Peter Christen Skills & Research Interests

Record linkage

entity resolution

data linkage

administrative data

data quality

Top articles of Peter Christen

Title

Journal

Author(s)

Publication Date

Pattern masking for dictionary matching: theory and practice

Algorithmica

Panagiotis Charalampopoulos

Huiping Chen

Peter Christen

Grigorios Loukides

Nadia Pisanti

...

2024/3/6

Encryption-based sub-string matching for privacy-preserving record linkage

Journal of Information Security and Applications

Sirintra Vaiwsri

Thilina Ranbaduge

Peter Christen

2024/3/1

When data science goes wrong: How misconceptions about data capture and processing causes wrong conclusions

Harvard Data Science Review

Peter Christen

Rainer Schnell

2024/1/31

Class ratio and its implications for reproducibility and performance in record linkage

Jeremy Foxcroft

Peter Christen

Luiza Antonie

2024/4/25

A review of the F-measure: Its History, Properties, Criticism, and Alternatives

Peter Christen

David J Hand

Nishadi Kirielle

2023/10/6

Tuning the Utility-Privacy Trade-Off in Trajectory Data

Maja Schneider

Jonathan Schneider

Lea Löffelmann

Peter Christen

Erhard Rahm

2023/3

TRIC: A Triples Corrupter for Knowledge Graphs

Asara Senaratne

Pouya Ghiasnezhad Omran

Peter Christen

Graham Williams

2023/5/28

Thirty-three myths and misconceptions about population data: from data capture and processing to linkage

International Journal of Population Data Science

Peter Christen

Rainer Schnell

2023/1/31

Privacy in Practice: Private COVID-19 Detection in X-Ray Images

arXiv preprint arXiv:2211.11434

Lucas Lange

Maja Schneider

Peter Christen

Erhard Rahm

2022/11/21

A Vulnerability Assessment Framework for Privacy-Preserving Record Linkage

ACM Transactions on Privacy and Security

Anushka Vidanage

Peter Christen

Thilina Ranbaduge

Rainer Schnell

2023/4

An analysis of one-to-one matching algorithms for entity resolution

The VLDB Journal

George Papadakis

Vasilis Efthymiou

Emmanouil Thanos

Oktie Hassanzadeh

Peter Christen

2023/11

Evolution of Degree Metrics in Large Temporal Graphs

Christopher Rost

Kevin Gomez

Peter Christen

Erhard Rahm

2023/3/6

A Critical Re-evaluation of Benchmark Datasets for (Deep) Learning-Based Matching Algorithms

arXiv preprint arXiv:2307.01231

George Papadakis

Nishadi Kirielle

Peter Christen

Themis Palpanas

2023/7/3

Rule-Based Knowledge Discovery via Anomaly Detection in Tabular Data

Asara Senaratne

Peter Christen

Graham Williams

Pouya Ghiasnezhad Omran

2023/3

Unsupervised Graph-Based Entity Resolution for Complex Entities

ACM Transactions on Knowledge Discovery from Data (TKDD)

Nishadi Kirielle

Peter Christen

Thilina Ranbaduge

2022/5/12

Unsupervised Graph-based Entity Resolution for Accurate and Efficient Family Pedigree Search

Nishadi Kirielle

Charini Nanayakkara

Peter Christen

Chris Dibben

Lee Williamson

...

2022

Identifying prenuptial births from family pedigrees using record linkage

International Journal of Population Data Science

Nishadi Kirelle

Peter Christen

Eilidh Garrett

2022/8/25

Accurate privacy-preserving record linkage for databases with missing values

Information Systems

Sirintra Vaiwsri

Thilina Ranbaduge

Peter Christen

Rainer Schnell

2022/5/1

Avoiding the Peak of Inflated Expectations: Common Misconceptions in Population Data Research

International Journal of Population Data Science

Peter Christen

Rainer Schnell

2022

Accurate and Efficient Privacy-Preserving String Matching

International Journal of Data Science and Analytics

Sirintra Vaiwsri

Thilina Ranbaduge

Peter Christen

2022/3/10

See List of Professors in Peter Christen University(Australian National University)

Co-Authors

H-index: 78
David Hand

David Hand

Imperial College London

H-index: 67
Erhard Rahm

Erhard Rahm

Universität Leipzig

H-index: 54
Dimitrios Georgakopoulos

Dimitrios Georgakopoulos

Swinburne University of Technology

H-index: 53
Arkady Zaslavsky

Arkady Zaslavsky

Deakin University

H-index: 36
Rainer Schnell

Rainer Schnell

Universität Duisburg-Essen

H-index: 29
Markus Hegland

Markus Hegland

Australian National University

academic-engine