Peter Christen

ORCID

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 82

Top Venues

CoRR

PAKDD (2)

CIKM

ACM J. Data Inf. Qual.

University of Basel, Switzerland (PHD)

Education History

University of Basel, Switzerland

PHD

Publications

Peter Christen, David J. Hand, Nishadi Kirielle
A Review of the F-Measure: Its History, Properties, Criticism, and Alternatives. ACM Comput. Surv. 56 (3) (2024)
Nishadi Kirielle, Peter Christen, Thilina Ranbaduge
Unsupervised Graph-Based Entity Resolution for Complex Entities. ACM Trans. Knowl. Discov. Data 17 (1) (2023)
Asara Senaratne, Peter Christen, Graham J. Williams, Pouya Ghiasnezhad Omran
Rule-Based Knowledge Discovery via Anomaly Detection in Tabular Data. AAAI Spring Symposium: MAKE (2023)
George Papadakis, Nishadi Kirielle, Peter Christen, Themis Palpanas
A Critical Re-evaluation of Benchmark Datasets for (Deep) Learning-Based Matching Algorithms. CoRR (2023)
Christopher Rost, Kevin Gómez, Peter Christen, Erhard Rahm
Evolution of Degree Metrics in Large Temporal Graphs. BTW (2023)
Maja Schneider, Peter Christen, Erhard Rahm, Jonathan Schneider, Lea Löffelmann
Tuning the Utility-Privacy Trade-Off in Trajectory Data. EDBT (2023)
Asara Senaratne, Pouya Ghiasnezhad Omran, Peter Christen, Graham J. Williams
TRIC: A Triples Corrupter for Knowledge Graphs. ESWC (Satellite Events) (2023)
Lucas Lange, Maja Schneider, Peter Christen, Erhard Rahm
Privacy in Practice: Private COVID-19 Detection in X-Ray Images. SECRYPT (2023)
Victor Christen, Tim Häntschel, Peter Christen, Erhard Rahm
Privacy-preserving record linkage using autoencoders. Int. J. Data Sci. Anal. 15 (4) (2023)
George Papadakis, Vasilis Efthymiou, Emmanouil Thanos, Oktie Hassanzadeh, Peter Christen
An analysis of one-to-one matching algorithms for entity resolution. VLDB J. 32 (6) (2023)
Anushka Vidanage, Peter Christen, Thilina Ranbaduge, Rainer Schnell
A Vulnerability Assessment Framework for Privacy-preserving Record Linkage. ACM Trans. Priv. Secur. 26 (3) (2023)
Subudhi Asara Senaratne, Peter Christen, Graham J. Williams, Pouya Ghiasnezhad Omran
Unsupervised Identification of Abnormal Nodes and Edges in Graphs. ACM J. Data Inf. Qual. 15 (1) (2023)
Anushka Vidanage, Thilina Ranbaduge, Peter Christen, Rainer Schnell
Taxonomy of Attacks on Privacy-Preserving Record Linkage. J. Priv. Confidentiality 12 (1) (2022)
Charini Nanayakkara, Peter Christen
Locality Sensitive Hashing with Temporal and Spatial Constraints for Efficient Population Record Linkage. CIKM (2022)
Sirintra Vaiwsri, Thilina Ranbaduge, Peter Christen, Rainer Schnell
Accurate privacy-preserving record linkage for databases with missing values. Inf. Syst. 106 (2022)
Nishadi Kirielle, Peter Christen, Thilina Ranbaduge
TransER: Homogeneous Transfer Learning for Entity Resolution. EDBT (2022)
Peter Christen, Rainer Schnell, Thilina Ranbaduge, Anushka Vidanage
A critique and attack on "Blockchain-based privacy-preserving record linkage". Inf. Syst. 108 (2022)
Nishadi Kirielle, Charini Nanayakkara, Peter Christen, Chris Dibben, Lee Williamson, Eilidh Garrett, Clair Manson
Unsupervised Graph-based Entity Resolution for Accurate and Efficient Family Pedigree Search. EDBT (2022)
Maja Schneider, Lukas Gehrke, Peter Christen, Erhard Rahm
D-TOUR: Detour-based point of interest detection in privacy-sensitive trajectories. GI-Jahrestagung (2022)
Sirintra Vaiwsri, Thilina Ranbaduge, Peter Christen
Accurate and efficient privacy-preserving string matching. Int. J. Data Sci. Anal. 14 (2) (2022)
Peter Christen, Rainer Schnell
Common Misconceptions about Population Data. CoRR (2021)
Panagiotis Charalampopoulos, Huiping Chen, Peter Christen, Grigorios Loukides, Nadia Pisanti, Solon P. Pissis, Jakub Radoszewski
Pattern Masking for Dictionary Matching. ISAAC (2021)
Asara Senaratne, Pouya Ghiasnezhad Omran, Graham J. Williams, Peter Christen
Unsupervised Anomaly Detection in Knowledge Graphs. IJCKG (2021)
David J. Hand, Peter Christen, Nishadi Kirielle
F*: an interpretable transformation of the F-measure. Mach. Learn. 110 (3) (2021)
Charini Nanayakkara, Peter Christen, Thilina Ranbaduge
Active Learning Based Similarity Filtering for Efficient and Effective Record Linkage. PAKDD (2) (2021)
Sirintra Vaiwsri, Thilina Ranbaduge, Peter Christen, Kee Siong Ng
Accurate and Efficient Suffix Tree Based Privacy-Preserving String Matching. CoRR (2021)
Thilina Ranbaduge, Peter Christen, Rainer Schnell
Large Scale Record Linkage in the Presence of Missing Data. CoRR (2021)
Charini Nanayakkara, Peter Christen, Thilina Ranbaduge
An Anonymiser Tool for Sensitive Graph Data. CIKM (Workshops) (2020)
Thilina Ranbaduge, Peter Christen, Rainer Schnell
Secure and Accurate Two-Step Hash Encoding for Privacy-Preserving Record Linkage. PAKDD (2) (2020)
Thilina Ranbaduge, Peter Christen
A scalable privacy-preserving framework for temporal record linkage. Knowl. Inf. Syst. 62 (1) (2020)
Dinusha Vatsalan, Peter Christen, Erhard Rahm
Incremental clustering techniques for multi-party Privacy-Preserving Record Linkage. Data Knowl. Eng. 128 (2020)
Panagiotis Charalampopoulos, Huiping Chen, Peter Christen, Grigorios Loukides, Nadia Pisanti, Solon P. Pissis, Jakub Radoszewski
Pattern Masking for Dictionary Matching. CoRR (2020)
Thilina Ranbaduge, Dinusha Vatsalan, Peter Christen
Secure Multi-party Summation Protocols: Are They Secure Enough Under Collusion? Trans. Data Priv. 13 (1) (2020)
David J. Hand, Peter Christen, Nishadi Kirielle
F*: An Interpretable Transformation of the F-measure. CoRR (2020)
Anushka Vidanage, Peter Christen, Thilina Ranbaduge, Rainer Schnell
A Graph Matching Attack on Privacy-Preserving Record Linkage. CIKM (2020)
Uwe Draisbach, Peter Christen, Felix Naumann
Transforming Pairwise Duplicates to Entity Clusters for High-quality Duplicate Detection. ACM J. Data Inf. Qual. 12 (1) (2020)
Victor Christen, Peter Christen, Erhard Rahm
Informativeness-Based Active Learning for Entity Resolution. PKDD/ECML Workshops (2) (2019)
Charini Nanayakkara, Peter Christen, Thilina Ranbaduge
Robust Temporal Graph Clustering for Group Record Linkage. PAKDD (2) (2019)
Dinusha Vatsalan, Peter Christen, Erhard Rahm
Incremental Clustering Techniques for Multi-Party Privacy-Preserving Record Linkage. CoRR (2019)
Nishadi Kirielle, Peter Christen, Thilina Ranbaduge
Outlier Detection Based Accurate Geocoding of Historical Addresses. AusDM (2019)
Peter Christen, Thilina Ranbaduge, Dinusha Vatsalan, Rainer Schnell
Precise and Fast Cryptanalysis for Bloom Filter Based Privacy-Preserving Record Linkage. IEEE Trans. Knowl. Data Eng. 31 (11) (2019)
Anushka Vidanage, Thilina Ranbaduge, Peter Christen, Rainer Schnell
Efficient Pattern Mining Based Cryptanalysis for Privacy-Preserving Record Linkage. ICDE (2019)
Peter Christen, Anushka Vidanage, Thilina Ranbaduge, Rainer Schnell
Pattern-Mining Based Cryptanalysis of Bloom Filters for Privacy-Preserving Record Linkage. PAKDD (3) (2018)
Thilina Ranbaduge, Dinusha Vatsalan, Peter Christen
A Scalable and Efficient Subgroup Blocking Scheme for Multidatabase Record Linkage. PAKDD (3) (2018)
Özgür Akgün, Alan Dearle, Graham N. C. Kirby, Peter Christen
Using Metric Space Indexing for Complete and Efficient Record Linkage. PAKDD (3) (2018)
Sirintra Vaiwsri, Thilina Ranbaduge, Peter Christen
Reference Values Based Hardening for Bloom Filters Based Privacy-Preserving Record Linkage. AusDM (2018)
Yuhang Zhang, Kee Siong Ng, Tania Churchill, Peter Christen
Scalable Entity Resolution Using Probabilistic Signatures on Parallel Databases. CIKM (2018)
Charini Nanayakkara, Peter Christen, Thilina Ranbaduge
Temporal graph-based clustering for historical record linkage. CoRR (2018)
Senuri Wijenayake, Timothy Graham, Peter Christen
A Decision Tree Approach to Predicting Recidivism in Domestic Violence. CoRR (2018)
Thilina Ranbaduge, Peter Christen
Privacy-Preserving Temporal Record Linkage. ICDM (2018)
Senuri Wijenayake, Timothy Graham, Peter Christen
A Decision Tree Approach to Predicting Recidivism in Domestic Violence. PAKDD (Workshops) (2018)
David J. Hand, Peter Christen
A note on using the F-measure for evaluating record linkage algorithms. Stat. Comput. 28 (3) (2018)
Yichen Hu, Qing Wang, Peter Christen
Developing a Temporal Bibliographic Data Set for Entity Resolution. CoRR (2018)
Marcel Gladbach, Ziad Sehili, Thomas Kudrass, Peter Christen, Erhard Rahm
Distributed Privacy-Preserving Record Linkage Using Pivot-Based Filter Techniques. ICDE Workshops (2018)
Yichen Hu, Qing Wang, Dinusha Vatsalan, Peter Christen
Improving Temporal Record Linkage Using Regression Classification. PAKDD (1) (2017)
Yuhang Zhang, Kee Siong Ng, Michael Walker, Pauline Chou, Tania Churchill, Peter Christen
Scalable Entity Resolution Using Probabilistic Signatures on Parallel Databases. CoRR (2017)
Dinusha Vatsalan, Peter Christen, Erhard Rahm
Scalable Multi-Database Privacy-Preserving Record Linkage using Counting Bloom Filters. CoRR (2017)
Victor Christen, Anika Groß, Jeffrey Fisher, Qing Wang, Peter Christen, Erhard Rahm
Temporal group linkage and evolution analysis for census data. EDBT (2017)
Peter Christen, Rainer Schnell, Dinusha Vatsalan, Thilina Ranbaduge
Efficient Cryptanalysis of Bloom Filters for Privacy-Preserving Record Linkage. PAKDD (1) (2017)
Richard Mortier, Jon Crowcroft, Charith Perera, Sasu Tarkoma, Peter Christen
Guest Editorial Privacy Issues in Internet of Things. IEEE Internet Things J. 4 (4) (2017)
Peter Christen, Ross W. Gayler, Khoi-Nguyen Tran, Jeffrey Fisher, Dinusha Vatsalan
Automatic Discovery of Abnormal Values in Large Textual Databases. ACM J. Data Inf. Qual. 7 (1-2) (2016)
Qing Wang, Jingyi Gao, Peter Christen
A Clustering-Based Framework for Incrementally Repairing Entity Resolution. PAKDD (2) (2016)
Dimitrios Karapiperis, Dinusha Vatsalan, Vassilios S. Verykios, Peter Christen
Efficient Record Linkage Using a Compact Hamming Space. EDBT (2016)
Dinusha Vatsalan, Peter Christen
Privacy-preserving matching of similar patients. J. Biomed. Informatics 59 (2016)
Dinusha Vatsalan, Peter Christen
Multi-Party Privacy-Preserving Record Linkage using Bloom Filters. CoRR (2016)
Thilina Ranbaduge, Dinusha Vatsalan, Peter Christen
Scalable Block Scheduling for Efficient Multi-database Record Linkage. ICDM (2016)
Peter Christen
Application of Advanced Record Linkage Techniques for Complex Population Reconstruction. CoRR (2016)
Minkyoung Kim, David Newth, Peter Christen
Macro-level information transfer in social media: Reflections of crowd phenomena. Neurocomputing 172 (2016)
Thilina Ranbaduge, Dinusha Vatsalan, Peter Christen, Vassilios S. Verykios
Hashing-Based Distributed Multi-party Blocking for Privacy-Preserving Record Linkage. PAKDD (2) (2016)
Dinusha Vatsalan, Peter Christen, Erhard Rahm
Scalable Privacy-Preserving Linking of Multiple Databases Using Counting Bloom Filters. ICDM Workshops (2016)
Jeffrey Fisher, Peter Christen, Qing Wang
Active Learning Based Entity Resolution Using Markov Logic. PAKDD (2) (2016)
Banda Ramadan, Peter Christen
Unsupervised Blocking Key Selection for Real-Time Entity Resolution. PAKDD (2) (2015)
Thilina Ranbaduge, Dinusha Vatsalan, Peter Christen
Clustering-Based Scalable Indexing for Multi-party Privacy-Preserving Record Linkage. PAKDD (2) (2015)
Qing Wang, Dinusha Vatsalan, Peter Christen
Efficient Interactive Training Selection for Large-Scale Entity Resolution. PAKDD (2) (2015)
Jeffrey Fisher, Peter Christen, Qing Wang, Erhard Rahm
A Clustering-Based Framework to Control Block Sizes for Entity Resolution. KDD (2015)
Thilina Ranbaduge, Dinusha Vatsalan, Peter Christen
MERLIN - A Tool for Multi-party Privacy-Preserving Record Linkage. ICDM Workshops (2015)
Peter Christen, Dinusha Vatsalan, Qing Wang
Efficient Entity Resolution with Adaptive and Interactive Training Data Selection. ICDM (2015)
Banda Ramadan, Peter Christen, Huizhi Liang, Ross W. Gayler
Dynamic Sorted Neighborhood Indexing for Real-Time Entity Resolution. ACM J. Data Inf. Qual. 6 (4) (2015)
Peter Christen, Ross W. Gayler
Context-Aware Approximate String Matching for Large-Scale Real-Time Entity Resolution. ICDM Workshops (2015)
Khoi-Nguyen Tran, Peter Christen, Scott Sanner, Lexing Xie
Context-Aware Detection of Sneaky Vandalism on Wikipedia Across Multiple Languages. PAKDD (1) (2015)
Dimitrios Karapiperis, Dinusha Vatsalan, Vassilios S. Verykios, Peter Christen
Large-Scale Multi-party Counting Set Intersection Using a Space Efficient Global Synopsis. DASFAA (2) (2015)
Khoi-Nguyen Tran, Peter Christen
Cross-Language Learning from Bots and Users to Detect Vandalism on Wikipedia. IEEE Trans. Knowl. Data Eng. 27 (3) (2015)
Minkyoung Kim, David Newth, Peter Christen
Uncovering Diffusion in Academic Publications Using Model-Driven and Model-Free Approaches. BDCloud (2014)
Minkyoung Kim, David Newth, Peter Christen
Macro-level information transfer across social networks. WWW (Companion Volume) (2014)
Dinusha Vatsalan, Peter Christen
Scalable Privacy-Preserving Record Linkage for Multiple Databases. CIKM (2014)
Banda Ramadan, Peter Christen, Huizhi Liang
Dynamic Sorted Neighborhood Indexing for Real-Time Entity Resolution. ADC (2014)
Huizhi Liang, Yanzhe Wang, Peter Christen, Ross W. Gayler
Noise-Tolerant Approximate Blocking for Dynamic Real-Time Entity Resolution. PAKDD (2) (2014)
Zhichun Fu, H. M. Boot, Peter Christen, Jun Zhou
Automatic Record Linkage of Individuals and Households in Historical Census Data. Int. J. Humanit. Arts Comput. 8 (2) (2014)
Peter Christen, Dinusha Vatsalan, Vassilios S. Verykios
Challenges for privacy preservation in data integration. ACM J. Data Inf. Qual. 5 (1-2) (2014)
Dinusha Vatsalan, Peter Christen, Christine M. O'Keefe, Vassilios S. Verykios
An Evaluation Framework for Privacy-Preserving Record Linkage. J. Priv. Confidentiality 6 (1) (2014)
Peter Christen
Privacy Aspects in Big Data Integration: Challenges and Opportunities. PSBD@CIKM (2014)
Banda Ramadan, Peter Christen
Forest-Based Dynamic Sorted Neighborhood Indexing for Real-Time Entity Resolution. CIKM (2014)
Charith Perera, Arkady B. Zaslavsky, Peter Christen, Dimitrios Georgakopoulos
Sensing as a service model for smart cities supported by Internet of Things. Trans. Emerg. Telecommun. Technol. 25 (1) (2014)
Charith Perera, Prem Prakash Jayaraman, Arkady B. Zaslavsky, Peter Christen, Dimitrios Georgakopoulos
MOSDEN: An Internet of Things Middleware for Resource Constrained Mobile Devices. HICSS (2014)
Charith Perera, Arkady B. Zaslavsky, Peter Christen, Dimitrios Georgakopoulos
Context Aware Computing for The Internet of Things: A Survey. IEEE Commun. Surv. Tutorials 16 (1) (2014)
Zhichun Fu, Peter Christen, Jun Zhou
A Graph Matching Method for Historical Census Household Linkage. PAKDD (1) (2014)
Thilina Ranbaduge, Peter Christen, Dinusha Vatsalan
Tree Based Scalable Indexing for Multi-Party Privacy-Preserving Record Linkage. AusDM (2014)
Charith Perera, Prem Prakash Jayaraman, Arkady B. Zaslavsky, Dimitrios Georgakopoulos, Peter Christen
Sensor discovery and configuration framework for the Internet of Things paradigm. WF-IoT (2014)
Minkyoung Kim, David Newth, Peter Christen
Trends of news diffusion in social media based on crowd phenomena. WWW (Companion Volume) (2014)
Charith Perera, Arkady B. Zaslavsky, Chi Harold Liu, Michael Compton, Peter Christen, Dimitrios Georgakopoulos
Sensor Search Techniques for Sensing as a Service Architecture for The Internet of Things. CoRR (2013)

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Publication Activity (10 Years)

Top Topics

Top Venues

Peter Christen