Peter Christen

220 papers A* 10A 17B 15C 4Misc 21Journal 77Unranked 62
YearRankTypeTitle / Venue / Authors
2026 — conf
Can Knowledge of Demographics and Privacy Parameters Break Location Privacy?
ICISSP (1)
Maja Schneider, Charini Nanayakkara, Peter Christen, Erik Buchmann, Erhard Rahm
2026 J jnl
Consistently Evaluating Record Linkage Classifiers.
ACM J. Data Inf. Qual.
Peter Christen, Sumayya Ziyad, Charini Nanayakkara
2026 B conf
Efficient Model Repository for Entity Resolution: Construction, Search, and Integration.
EDBT
Victor Christen, Peter Christen
2026 J jnl
Information leakage in the practical linking of sensitive data: Parties, protocols, and adversaries.
Inf. Syst.
Peter Christen, Rainer Schnell, Anushka Vidanage
2026 J jnl
Learning from Anonymized and Incomplete Tabular Data.
CoRR
Lucas Lange, Adrian Böttinger, Victor Christen, Anushka Vidanage, Peter Christen, Erhard Rahm
2026 J jnl
The use of differential privacy for privacy-preserving record linkage: Protecting the bits but not the people.
Inf. Syst.
Sumayya Ziyad, Peter Christen, Rainer Schnell, Lucas Lange, Anushka Vidanage
2025 C conf
Generating Semantically Enriched Mobility Data from Travel Diaries.
ADBIS
Maja Schneider, Charini Nanayakkara, Matthias Mohn, Peter Christen, Erhard Rahm
2025 J jnl
Information Leakage in Data Linkage.
CoRR
Peter Christen, Rainer Schnell, Anushka Vidanage
2025 J jnl
Privacy-preserving record linkage using reference set based encoding: A single parameter method.
Inf. Syst.
Sumayya Ziyad, Peter Christen, Anushka Vidanage, Charini Nanayakkara, Rainer Schnell
2025 J jnl
Privately evaluating sensitive population record linkage without ground truth data.
Int. J. Data Sci. Anal.
Jie Song, Charini Nanayakkara, Peter Christen
2025 — conf
Taxonomy of Anomaly Types in Knowledge Graphs.
ESWC (Satellite Events)
Asara Senaratne, Peter Christen, Pouya Ghiasnezhad Omran, Graham J. Williams
2025 J jnl
Unsupervised Evaluation of Entity Resolution.
ACM J. Data Inf. Qual.
Charini Nanayakkara, Peter Christen, Victor Christen
2025 A conf
Vulnerability-Aware Hardening for Secure Privacy-Preserving Record Linkage.
CIKM
Sumayya Ziyad, Peter Christen, Anushka Vidanage, Charini Nanayakkara, Rainer Schnell
2024 B conf
(Privately) Estimating Linkage Quality for Record Linkage.
EDBT
Martin Franke, Victor Christen, Peter Christen, Florens Rohde, Erhard Rahm
2024 A* conf
A Critical Re-evaluation of Record Linkage Benchmarks for Learning-Based Matching Algorithms.
ICDE
George Papadakis, Nishadi Kirielle, Peter Christen, Themis Palpanas
2024 J jnl
A Review of the F-Measure: Its History, Properties, Criticism, and Alternatives.
ACM Comput. Surv.
Peter Christen, David J. Hand, Nishadi Kirielle
2024 J jnl
Anomaly Detection and Classification in Knowledge Graphs.
CoRR
Asara Senaratne, Peter Christen, Pouya Ghiasnezhad Omran, Graham J. Williams
2024 — conf
Class Ratio and Its Implications for Reproducibility and Performance in Record Linkage.
PAKDD (1)
Jérémy Foxcroft, Peter Christen, Luiza Antonie
2024 J jnl
Encryption-based sub-string matching for privacy-preserving record linkage.
J. Inf. Secur. Appl.
Sirintra Vaiwsri, Thilina Ranbaduge, Peter Christen
2024 J jnl
Pattern Masking for Dictionary Matching: Theory and Practice.
Algorithmica
Panagiotis Charalampopoulos, Huiping Chen, Peter Christen, Grigorios Loukides, Nadia Pisanti, Solon P. Pissis, Jakub Radoszewski
2024 J jnl
Selecting a classification performance measure: matching the measure to the problem.
CoRR
David J. Hand, Peter Christen, Sumayya Ziyad
2023 J jnl
A Critical Re-evaluation of Benchmark Datasets for (Deep) Learning-Based Matching Algorithms.
CoRR
George Papadakis, Nishadi Kirielle, Peter Christen, Themis Palpanas
2023 J jnl
A Vulnerability Assessment Framework for Privacy-preserving Record Linkage.
ACM Trans. Priv. Secur.
Anushka Vidanage, Peter Christen, Thilina Ranbaduge, Rainer Schnell
2023 J jnl
An analysis of one-to-one matching algorithms for entity resolution.
VLDB J.
George Papadakis, Vasilis Efthymiou, Emmanouil Thanos, Oktie Hassanzadeh, Peter Christen
2023 Misc conf
Evolution of Degree Metrics in Large Temporal Graphs.
BTW
Christopher Rost, Kevin Gómez, Peter Christen, Erhard Rahm
2023 C conf
Privacy in Practice: Private COVID-19 Detection in X-Ray Images.
SECRYPT
Lucas Lange, Maja Schneider, Peter Christen, Erhard Rahm
2023 J jnl
Privacy-preserving record linkage using autoencoders.
Int. J. Data Sci. Anal.
Victor Christen, Tim Häntschel, Peter Christen, Erhard Rahm
2023 — conf
Rule-Based Knowledge Discovery via Anomaly Detection in Tabular Data.
AAAI Spring Symposium: MAKE
Asara Senaratne, Peter Christen, Graham J. Williams, Pouya Ghiasnezhad Omran
2023 — conf
TRIC: A Triples Corrupter for Knowledge Graphs.
ESWC (Satellite Events)
Asara Senaratne, Pouya Ghiasnezhad Omran, Peter Christen, Graham J. Williams
2023 B conf
Tuning the Utility-Privacy Trade-Off in Trajectory Data.
EDBT
Maja Schneider, Peter Christen, Erhard Rahm, Jonathan Schneider, Lea Löffelmann
2023 J jnl
Unsupervised Graph-Based Entity Resolution for Complex Entities.
ACM Trans. Knowl. Discov. Data
Nishadi Kirielle, Peter Christen, Thilina Ranbaduge
2023 J jnl
Unsupervised Identification of Abnormal Nodes and Edges in Graphs.
ACM J. Data Inf. Qual.
Subudhi Asara Senaratne, Peter Christen, Graham J. Williams, Pouya Ghiasnezhad Omran
2022 J jnl
A critique and attack on "Blockchain-based privacy-preserving record linkage".
Inf. Syst.
Peter Christen, Rainer Schnell, Thilina Ranbaduge, Anushka Vidanage
2022 J jnl
Accurate and efficient privacy-preserving string matching.
Int. J. Data Sci. Anal.
Sirintra Vaiwsri, Thilina Ranbaduge, Peter Christen
2022 J jnl
Accurate privacy-preserving record linkage for databases with missing values.
Inf. Syst.
Sirintra Vaiwsri, Thilina Ranbaduge, Peter Christen, Rainer Schnell
2022 — conf
D-TOUR: Detour-based point of interest detection in privacy-sensitive trajectories.
GI-Jahrestagung
Maja Schneider, Lukas Gehrke, Peter Christen, Erhard Rahm
2022 A conf
Locality Sensitive Hashing with Temporal and Spatial Constraints for Efficient Population Record Linkage.
CIKM
Charini Nanayakkara, Peter Christen
2022 J jnl
Taxonomy of Attacks on Privacy-Preserving Record Linkage.
J. Priv. Confidentiality
Anushka Vidanage, Thilina Ranbaduge, Peter Christen, Rainer Schnell
2022 B conf
TransER: Homogeneous Transfer Learning for Entity Resolution.
EDBT
Nishadi Kirielle, Peter Christen, Thilina Ranbaduge
2022 B conf
Unsupervised Graph-based Entity Resolution for Accurate and Efficient Family Pedigree Search.
EDBT
Nishadi Kirielle, Charini Nanayakkara, Peter Christen, Chris Dibben, Lee Williamson, Eilidh Garrett, Clair Manson
2021 J jnl
Accurate and Efficient Suffix Tree Based Privacy-Preserving String Matching.
CoRR
Sirintra Vaiwsri, Thilina Ranbaduge, Peter Christen, Kee Siong Ng
2021 — conf
Active Learning Based Similarity Filtering for Efficient and Effective Record Linkage.
PAKDD (2)
Charini Nanayakkara, Peter Christen, Thilina Ranbaduge
2021 J jnl
Common Misconceptions about Population Data.
CoRR
Peter Christen, Rainer Schnell
2021 J jnl
F*: an interpretable transformation of the F-measure.
Mach. Learn.
David J. Hand, Peter Christen, Nishadi Kirielle
2021 J jnl
Large Scale Record Linkage in the Presence of Missing Data.
CoRR
Thilina Ranbaduge, Peter Christen, Rainer Schnell
2021 B conf
Pattern Masking for Dictionary Matching.
ISAAC
Panagiotis Charalampopoulos, Huiping Chen, Peter Christen, Grigorios Loukides, Nadia Pisanti, Solon P. Pissis, Jakub Radoszewski
2021 — conf
Unsupervised Anomaly Detection in Knowledge Graphs.
IJCKG
Subudhi Asara Senaratne, Pouya Ghiasnezhad Omran, Graham J. Williams, Peter Christen
2020 A conf
A Graph Matching Attack on Privacy-Preserving Record Linkage.
CIKM
Anushka Vidanage, Peter Christen, Thilina Ranbaduge, Rainer Schnell
2020 J jnl
A scalable privacy-preserving framework for temporal record linkage.
Knowl. Inf. Syst.
Thilina Ranbaduge, Peter Christen
2020 — conf
An Anonymiser Tool for Sensitive Graph Data.
CIKM (Workshops)
Charini Nanayakkara, Peter Christen, Thilina Ranbaduge
2020 — ed.
ECML PKDD 2020 Workshops - Workshops of the European Conference on Machine Learning and Knowledge Discovery in Databases (ECML PKDD 2020): SoGood 2020, PDFL 2020, MLCS 2020, NFMCP 2020, DINA 2020, EDML 2020, XKDD 2020 and INRA 2020, Ghent, Belgium, September 14-18, 2020, Proceedings
PKDD/ECML Workshops
Irena Koprinska, Michael Kamp, Annalisa Appice, Corrado Loglisci, Luiza Antonie, Albrecht Zimmermann, Riccardo Guidotti, Özlem Özgöbek, Rita P. Ribeiro, Ricard Gavaldà, João Gama, Linara Adilova, Yamuna Krishnamurthy, Pedro M. Ferreira, Donato Malerba, Ibéria Medeiros, Michelangelo Ceci, Giuseppe Manco, Elio Masciari, Zbigniew W. Ras, Peter Christen, Eirini Ntoutsi, Erich Schubert, Arthur Zimek, Anna Monreale, Przemyslaw Biecek, Salvatore Rinzivillo, Benjamin Kille, Andreas Lommatzsch, Jon Atle Gulla
2020 J jnl
F*: An Interpretable Transformation of the F-measure.
CoRR
David J. Hand, Peter Christen, Nishadi Kirielle
2020 J jnl
Incremental clustering techniques for multi-party Privacy-Preserving Record Linkage.
Data Knowl. Eng.
Dinusha Vatsalan, Peter Christen, Erhard Rahm
2020 — book
Linking Sensitive Data - Methods and Techniques for Practical Privacy-Preserving Information Sharing
Peter Christen, Thilina Ranbaduge, Rainer Schnell
2020 J jnl
Pattern Masking for Dictionary Matching.
CoRR
Panagiotis Charalampopoulos, Huiping Chen, Peter Christen, Grigorios Loukides, Nadia Pisanti, Solon P. Pissis, Jakub Radoszewski
2020 J jnl
Secure Multi-party Summation Protocols: Are They Secure Enough Under Collusion?
Trans. Data Priv.
Thilina Ranbaduge, Dinusha Vatsalan, Peter Christen
2020 — conf
Secure and Accurate Two-Step Hash Encoding for Privacy-Preserving Record Linkage.
PAKDD (2)
Thilina Ranbaduge, Peter Christen, Rainer Schnell
2020 J jnl
Transforming Pairwise Duplicates to Entity Clusters for High-quality Duplicate Detection.
ACM J. Data Inf. Qual.
Uwe Draisbach, Peter Christen, Felix Naumann
2019 A* conf
Efficient Pattern Mining Based Cryptanalysis for Privacy-Preserving Record Linkage.
ICDE
Anushka Vidanage, Thilina Ranbaduge, Peter Christen, Rainer Schnell
2019 J jnl
Incremental Clustering Techniques for Multi-Party Privacy-Preserving Record Linkage.
CoRR
Dinusha Vatsalan, Peter Christen, Erhard Rahm
2019 — conf
Informativeness-Based Active Learning for Entity Resolution.
PKDD/ECML Workshops (2)
Victor Christen, Peter Christen, Erhard Rahm
2019 Misc conf
Outlier Detection Based Accurate Geocoding of Historical Addresses.
AusDM
Nishadi Kirielle, Peter Christen, Thilina Ranbaduge
2019 J jnl
Precise and Fast Cryptanalysis for Bloom Filter Based Privacy-Preserving Record Linkage.
IEEE Trans. Knowl. Data Eng.
Peter Christen, Thilina Ranbaduge, Dinusha Vatsalan, Rainer Schnell
2019 — conf
Robust Temporal Graph Clustering for Group Record Linkage.
PAKDD (2)
Charini Nanayakkara, Peter Christen, Thilina Ranbaduge
2018 — conf
A Decision Tree Approach to Predicting Recidivism in Domestic Violence.
PAKDD (Workshops)
Senuri Wijenayake, Timothy Graham, Peter Christen
2018 J jnl
A Decision Tree Approach to Predicting Recidivism in Domestic Violence.
CoRR
Senuri Wijenayake, Timothy Graham, Peter Christen
2018 — conf
A Scalable and Efficient Subgroup Blocking Scheme for Multidatabase Record Linkage.
PAKDD (3)
Thilina Ranbaduge, Dinusha Vatsalan, Peter Christen
2018 J jnl
A note on using the F-measure for evaluating record linkage algorithms.
Stat. Comput.
David J. Hand, Peter Christen
2018 — ch.
Data Scrubbing.
Encyclopedia of Database Systems (2nd ed.)
Peter Christen
2018 J jnl
Developing a Temporal Bibliographic Data Set for Entity Resolution.
CoRR
Yichen Hu, Qing Wang, Peter Christen
2018 — conf
Distributed Privacy-Preserving Record Linkage Using Pivot-Based Filter Techniques.
ICDE Workshops
Marcel Gladbach, Ziad Sehili, Thomas Kudrass, Peter Christen, Erhard Rahm
2018 — conf
Pattern-Mining Based Cryptanalysis of Bloom Filters for Privacy-Preserving Record Linkage.
PAKDD (3)
Peter Christen, Anushka Vidanage, Thilina Ranbaduge, Rainer Schnell
2018 A* conf
Privacy-Preserving Temporal Record Linkage.
ICDM
Thilina Ranbaduge, Peter Christen
2018 Misc conf
Reference Values Based Hardening for Bloom Filters Based Privacy-Preserving Record Linkage.
AusDM
Sirintra Vaiwsri, Thilina Ranbaduge, Peter Christen
2018 A conf
Scalable Entity Resolution Using Probabilistic Signatures on Parallel Databases.
CIKM
Yuhang Zhang, Kee Siong Ng, Tania Churchill, Peter Christen
2018 J jnl
Temporal graph-based clustering for historical record linkage.
CoRR
Charini Nanayakkara, Peter Christen, Thilina Ranbaduge
2018 — conf
Using Metric Space Indexing for Complete and Efficient Record Linkage.
PAKDD (3)
Özgür Akgün, Alan Dearle, Graham N. C. Kirby, Peter Christen
2017 — conf
Efficient Cryptanalysis of Bloom Filters for Privacy-Preserving Record Linkage.
PAKDD (1)
Peter Christen, Rainer Schnell, Dinusha Vatsalan, Thilina Ranbaduge
2017 J jnl
Guest Editorial Privacy Issues in Internet of Things.
IEEE Internet Things J.
Richard Mortier, Jon Crowcroft, Charith Perera, Sasu Tarkoma, Peter Christen
2017 — conf
Improving Temporal Record Linkage Using Regression Classification.
PAKDD (1)
Yichen Hu, Qing Wang, Dinusha Vatsalan, Peter Christen
2017 — ch.
Privacy-Preserving Record Linkage for Big Data: Current Approaches and Research Challenges.
Handbook of Big Data Technologies
Dinusha Vatsalan, Ziad Sehili, Peter Christen, Erhard Rahm
2017 — ed.
Proceedings of the VLDB 2017 PhD Workshop co-located with the 43rd International Conference on Very Large Databases (VLDB 2017), Munich, Germany, August 28, 2017.
PhD@VLDB
Peter Christen, Bettina Kemme, Erhard Rahm
2017 — ch.
Record Linkage.
Encyclopedia of Machine Learning and Data Mining
Peter Christen, William E. Winkler
2017 J jnl
Scalable Entity Resolution Using Probabilistic Signatures on Parallel Databases.
CoRR
Yuhang Zhang, Kee Siong Ng, Michael Walker, Pauline Chou, Tania Churchill, Peter Christen
2017 J jnl
Scalable Multi-Database Privacy-Preserving Record Linkage using Counting Bloom Filters.
CoRR
Dinusha Vatsalan, Peter Christen, Erhard Rahm
2017 B conf
Temporal group linkage and evolution analysis for census data.
EDBT
Victor Christen, Anika Groß, Jeffrey Fisher, Qing Wang, Peter Christen, Erhard Rahm
2016 — conf
A Clustering-Based Framework for Incrementally Repairing Entity Resolution.
PAKDD (2)
Qing Wang, Jingyi Gao, Peter Christen
2016 — conf
Active Learning Based Entity Resolution Using Markov Logic.
PAKDD (2)
Jeffrey Fisher, Peter Christen, Qing Wang
2016 J jnl
Application of Advanced Record Linkage Techniques for Complex Population Reconstruction.
CoRR
Peter Christen
2016 J jnl
Automatic Discovery of Abnormal Values in Large Textual Databases.
ACM J. Data Inf. Qual.
Peter Christen, Ross W. Gayler, Khoi-Nguyen Tran, Jeffrey Fisher, Dinusha Vatsalan
2016 B conf
Efficient Record Linkage Using a Compact Hamming Space.
EDBT
Dimitrios Karapiperis, Dinusha Vatsalan, Vassilios S. Verykios, Peter Christen
2016 — conf
Hashing-Based Distributed Multi-party Blocking for Privacy-Preserving Record Linkage.
PAKDD (2)
Thilina Ranbaduge, Dinusha Vatsalan, Peter Christen, Vassilios S. Verykios
2016 J jnl
Macro-level information transfer in social media: Reflections of crowd phenomena.
Neurocomputing
Minkyoung Kim, David Newth, Peter Christen
2016 J jnl
Multi-Party Privacy-Preserving Record Linkage using Bloom Filters.
CoRR
Dinusha Vatsalan, Peter Christen
2016 J jnl
Privacy-preserving matching of similar patients.
J. Biomed. Informatics
Dinusha Vatsalan, Peter Christen
2016 A* conf
Scalable Block Scheduling for Efficient Multi-database Record Linkage.
ICDM
Thilina Ranbaduge, Dinusha Vatsalan, Peter Christen
2016 — conf
Scalable Privacy-Preserving Linking of Multiple Databases Using Counting Bloom Filters.
ICDM Workshops
Dinusha Vatsalan, Peter Christen, Erhard Rahm
2015 A* conf
A Clustering-Based Framework to Control Block Sizes for Entity Resolution.
KDD
Jeffrey Fisher, Peter Christen, Qing Wang, Erhard Rahm
2015 — ch.
Advanced Record Linkage Methods and Privacy Aspects for Population Reconstruction - A Survey and Case Studies.
Population Reconstruction
Peter Christen, Dinusha Vatsalan, Zhichun Fu
2015 — conf
Clustering-Based Scalable Indexing for Multi-party Privacy-Preserving Record Linkage.
PAKDD (2)
Thilina Ranbaduge, Dinusha Vatsalan, Peter Christen
2015 — conf
Context-Aware Approximate String Matching for Large-Scale Real-Time Entity Resolution.
ICDM Workshops
Peter Christen, Ross W. Gayler
2015 — conf
Context-Aware Detection of Sneaky Vandalism on Wikipedia Across Multiple Languages.
PAKDD (1)
Khoi-Nguyen Tran, Peter Christen, Scott Sanner, Lexing Xie
2015 J jnl
Cross-Language Learning from Bots and Users to Detect Vandalism on Wikipedia.
IEEE Trans. Knowl. Data Eng.
Khoi-Nguyen Tran, Peter Christen
2015 J jnl
Dynamic Sorted Neighborhood Indexing for Real-Time Entity Resolution.
ACM J. Data Inf. Qual.
Banda Ramadan, Peter Christen, Huizhi Liang, Ross W. Gayler
2015 A* conf
Efficient Entity Resolution with Adaptive and Interactive Training Data Selection.
ICDM
Peter Christen, Dinusha Vatsalan, Qing Wang
2015 — conf
Efficient Interactive Training Selection for Large-Scale Entity Resolution.
PAKDD (2)
Qing Wang, Dinusha Vatsalan, Peter Christen
2015 — conf
Large-Scale Multi-party Counting Set Intersection Using a Space Efficient Global Synopsis.
DASFAA (2)
Dimitrios Karapiperis, Dinusha Vatsalan, Vassilios S. Verykios, Peter Christen
2015 — conf
MERLIN - A Tool for Multi-party Privacy-Preserving Record Linkage.
ICDM Workshops
Thilina Ranbaduge, Dinusha Vatsalan, Peter Christen
2015 — book
Population Reconstruction
Gerrit Bloothooft, Peter Christen, Kees Mandemakers, Marijn Schraagen
2015 — conf
Unsupervised Blocking Key Selection for Real-Time Entity Resolution.
PAKDD (2)
Banda Ramadan, Peter Christen
2014 — conf
A Graph Matching Method for Historical Census Household Linkage.
PAKDD (1)
Zhichun Fu, Peter Christen, Jun Zhou
2014 J jnl
An Evaluation Framework for Privacy-Preserving Record Linkage.
J. Priv. Confidentiality
Dinusha Vatsalan, Peter Christen, Christine M. O'Keefe, Vassilios S. Verykios
2014 J jnl
Automatic Record Linkage of Individuals and Households in Historical Census Data.
Int. J. Humanit. Arts Comput.
Zhichun Fu, H. M. Boot, Peter Christen, Jun Zhou
2014 J jnl
Challenges for privacy preservation in data integration.
ACM J. Data Inf. Qual.
Peter Christen, Dinusha Vatsalan, Vassilios S. Verykios
2014 J jnl
Context Aware Computing for The Internet of Things: A Survey.
IEEE Commun. Surv. Tutorials
Charith Perera, Arkady B. Zaslavsky, Peter Christen, Dimitrios Georgakopoulos
2014 — ch.
Context-Aware Dynamic Discovery and Configuration of 'Things' in Smart Environments.
Big Data and Internet of Things
Charith Perera, Prem Prakash Jayaraman, Arkady B. Zaslavsky, Peter Christen, Dimitrios Georgakopoulos
2014 Misc conf
Dynamic Sorted Neighborhood Indexing for Real-Time Entity Resolution.
ADC
Banda Ramadan, Peter Christen, Huizhi Liang
2014 A conf
Forest-Based Dynamic Sorted Neighborhood Indexing for Real-Time Entity Resolution.
CIKM
Banda Ramadan, Peter Christen
2014 — conf
MOSDEN: An Internet of Things Middleware for Resource Constrained Mobile Devices.
HICSS
Charith Perera, Prem Prakash Jayaraman, Arkady B. Zaslavsky, Peter Christen, Dimitrios Georgakopoulos
2014 — conf
Macro-level information transfer across social networks.
WWW (Companion Volume)
Minkyoung Kim, David Newth, Peter Christen
2014 — conf
Noise-Tolerant Approximate Blocking for Dynamic Real-Time Entity Resolution.
PAKDD (2)
Huizhi Liang, Yanzhe Wang, Peter Christen, Ross W. Gayler
2014 — conf
Privacy Aspects in Big Data Integration: Challenges and Opportunities.
PSBD@CIKM
Peter Christen
2014 A conf
Scalable Privacy-Preserving Record Linkage for Multiple Databases.
CIKM
Dinusha Vatsalan, Peter Christen
2014 J jnl
Sensing as a service model for smart cities supported by Internet of Things.
Trans. Emerg. Telecommun. Technol.
Charith Perera, Arkady B. Zaslavsky, Peter Christen, Dimitrios Georgakopoulos
2014 — conf
Sensor discovery and configuration framework for the Internet of Things paradigm.
WF-IoT
Charith Perera, Prem Prakash Jayaraman, Arkady B. Zaslavsky, Dimitrios Georgakopoulos, Peter Christen
2014 Misc conf
Tree Based Scalable Indexing for Multi-Party Privacy-Preserving Record Linkage.
AusDM
Thilina Ranbaduge, Peter Christen, Dinusha Vatsalan
2014 — conf
Trends of news diffusion in social media based on crowd phenomena.
WWW (Companion Volume)
Minkyoung Kim, David Newth, Peter Christen
2014 — conf
Uncovering Diffusion in Academic Publications Using Model-Driven and Model-Free Approaches.
BDCloud
Minkyoung Kim, David Newth, Peter Christen
2013 J jnl
A taxonomy of privacy-preserving record linkage techniques.
Inf. Syst.
Dinusha Vatsalan, Peter Christen, Vassilios S. Verykios
2013 — conf
Adaptive Temporal Entity Resolution on Dynamic Databases.
PAKDD (2)
Peter Christen, Ross W. Gayler
2013 J jnl
CA4IOT Context Awareness for Internet of Things
CoRR
Charith Perera, Arkady B. Zaslavsky, Peter Christen, Dimitrios Georgakopoulos
2013 J jnl
Capturing Sensor Data from Mobile Phones using Global Sensor Network Middleware
CoRR
Charith Perera, Arkady B. Zaslavsky, Peter Christen, Ali Salehi, Dimitrios Georgakopoulos
2013 J jnl
Connecting Mobile Things to Global Sensor Network Middleware using System-generated Wrappers
CoRR
Charith Perera, Arkady B. Zaslavsky, Peter Christen, Ali Salehi, Dimitrios Georgakopoulos
2013 J jnl
Context Aware Computing for The Internet of Things: A Survey
CoRR
Charith Perera, Arkady B. Zaslavsky, Peter Christen, Dimitrios Georgakopoulos
2013 — conf
Context Aware Sensor Configuration Model for Internet of Things.
ISWC (Posters & Demos)
Charith Perera, Arkady B. Zaslavsky, Michael Compton, Peter Christen, Dimitrios Georgakopoulos
2013 J jnl
Context Aware Sensor Configuration Model for Internet of Things.
CoRR
Charith Perera, Arkady B. Zaslavsky, Michael Compton, Peter Christen, Dimitrios Georgakopoulos
2013 — conf
Context-Aware Sensor Search, Selection and Ranking Model for Internet of Things Middleware.
MDM (1)
Charith Perera, Arkady B. Zaslavsky, Peter Christen, Michael Compton, Dimitrios Georgakopoulos
2013 J jnl
Context-aware Dynamic Discovery and Configuration of 'Things' in Smart Environments.
CoRR
Charith Perera, Prem Prakash Jayaraman, Arkady B. Zaslavsky, Peter Christen, Dimitrios Georgakopoulos
2013 J jnl
Context-aware Sensor Search, Selection and Ranking Model for Internet of Things Middleware
CoRR
Charith Perera, Arkady B. Zaslavsky, Peter Christen, Michael Compton, Dimitrios Georgakopoulos
2013 — conf
Cross Language Prediction of Vandalism on Wikipedia Using Article Views and Revisions.
PAKDD (2)
Khoi-Nguyen Tran, Peter Christen
2013 J jnl
Dynamic Configuration of Sensors Using Mobile Sensor Hub in Internet of Things Paradigm
CoRR
Charith Perera, Prem Prakash Jayaraman, Arkady B. Zaslavsky, Peter Christen, Dimitrios Georgakopoulos
2013 — conf
Dynamic Similarity-Aware Inverted Indexing for Real-Time Entity Resolution.
PAKDD Workshops
Banda Ramadan, Peter Christen, Huizhi Liang, Ross W. Gayler, David Hawking
2013 — conf
Dynamic configuration of sensors using mobile sensor hub in internet of things paradigm.
ISSNIP
Charith Perera, Prem Prakash Jayaraman, Arkady B. Zaslavsky, Peter Christen, Dimitrios Georgakopoulos
2013 A conf
Efficient two-party private blocking based on sorted nearest neighborhood clustering.
CIKM
Dinusha Vatsalan, Peter Christen, Vassilios S. Verykios
2013 A conf
Flexible and extensible generation and corruption of personal data.
CIKM
Peter Christen, Dinusha Vatsalan
2013 A conf
GeCo: an online personal data generator and corruptor.
CIKM
Khoi-Nguyen Tran, Dinusha Vatsalan, Peter Christen
2013 A conf
Identifying multilingual Wikipedia articles based on cross language similarity and activity.
CIKM
Khoi-Nguyen Tran, Peter Christen
2013 J jnl
MOSDEN: An Internet of Things Middleware for Resource Constrained Mobile Devices.
CoRR
Charith Perera, Prem Prakash Jayaraman, Arkady B. Zaslavsky, Peter Christen, Dimitrios Georgakopoulos
2013 J jnl
Modeling Dynamics of Diffusion Across Heterogeneous Social Networks: News Diffusion in Social Media.
Entropy
Minkyoung Kim, David Newth, Peter Christen
2013 — conf
Modeling direct and indirect influence across heterogeneous social networks.
SNAKDD
Minkyoung Kim, David Newth, Peter Christen
2013 A conf
Modeling dynamics of meta-populations with a probabilistic approach: global diffusion in social media.
CIKM
Minkyoung Kim, David Newth, Peter Christen
2013 — conf
Predicting High Impact Academic Papers Using Citation Network Features.
PAKDD Workshops
Daniel McNamara, Paul Wong, Peter Christen, Kee Siong Ng
2013 J jnl
Privacy-preserving record linkage.
WIREs Data Mining Knowl. Discov.
Vassilios S. Verykios, Peter Christen
2013 — conf
Semantic-Driven Configuration of Internet of Things Middleware.
SKG
Charith Perera, Arkady B. Zaslavsky, Michael Compton, Peter Christen, Dimitrios Georgakopoulos
2013 J jnl
Semantic-driven Configuration of Internet of Things Middleware.
CoRR
Charith Perera, Arkady B. Zaslavsky, Michael Compton, Peter Christen, Dimitrios Georgakopoulos
2013 J jnl
Sensing as a Service Model for Smart Cities Supported by Internet of Things.
CoRR
Charith Perera, Arkady B. Zaslavsky, Peter Christen, Dimitrios Georgakopoulos
2013 J jnl
Sensor Discovery and Configuration Framework for The Internet of Things Paradigm.
CoRR
Charith Perera, Prem Prakash Jayaraman, Arkady B. Zaslavsky, Peter Christen, Dimitrios Georgakopoulos
2013 J jnl
Sensor Search Techniques for Sensing as a Service Architecture for The Internet of Things.
CoRR
Charith Perera, Arkady B. Zaslavsky, Chi Harold Liu, Michael Compton, Peter Christen, Dimitrios Georgakopoulos
2013 — conf
Social affinity filtering: recommendation through fine-grained analysis of user interactions and activities.
COSN
Suvash Sedhain, Scott Sanner, Lexing Xie, Riley Kidd, Khoi-Nguyen Tran, Peter Christen
2013 — conf
Sorted Nearest Neighborhood Clustering for Efficient Private Blocking.
PAKDD (2)
Dinusha Vatsalan, Peter Christen
2012 C conf
A Bag Reconstruction Method for Multiple Instance Classification and Group Record Linkage.
ADMA
Zhichun Fu, Jun Zhou, Furong Peng, Peter Christen
2012 J jnl
A Survey of Indexing Techniques for Scalable Record Linkage and Deduplication.
IEEE Trans. Knowl. Data Eng.
Peter Christen
2012 Misc conf
An Iterative Two-Party Protocol for Scalable Privacy-Preserving Record Linkage.
AusDM
Dinusha Vatsalan, Peter Christen
2012 — conf
CA4IOT: Context Awareness for Internet of Things.
GreenCom
Charith Perera, Arkady B. Zaslavsky, Peter Christen, Dimitrios Georgakopoulos
2012 B conf
Capturing sensor data from mobile phones using Global Sensor Network middleware.
PIMRC
Charith Perera, Arkady B. Zaslavsky, Peter Christen, Ali Salehi, Dimitrios Georgakopoulos
2012 — conf
Connecting mobile things to global sensor network middleware using system-generated wrappers.
MobiDE
Charith Perera, Arkady B. Zaslavsky, Peter Christen, Ali Salehi, Dimitrios Georgakopoulos
2012 — book
Data Matching - Concepts and Techniques for Record Linkage, Entity Resolution, and Duplicate Detection.
Peter Christen
2012 A conf
Event Diffusion Patterns in Social Media.
ICWSM
Minkyoung Kim, Lexing Xie, Peter Christen
2012 — conf
Multiple Instance Learning for Group Record Linkage.
PAKDD (1)
Zhichun Fu, Jun Zhou, Peter Christen, Mac Boot
2012 A* conf
New objective functions for social collaborative filtering.
WWW
Joseph Noel, Scott Sanner, Khoi-Nguyen Tran, Peter Christen, Lexing Xie, Edwin V. Bonilla, Ehsan Abbasnejad, Nicolás Della Penna
2012 Misc ed.
Tenth Australasian Data Mining Conference, AusDM 2012, Sydney, Australia, December 5-7, 2012
AusDM
Yanchang Zhao, Jiuyong Li, Paul J. Kennedy, Peter Christen
2012 A conf
Time-aware topic recommendation based on micro-blogs.
CIKM
Huizhi Liang, Yue Xu, Dian Tjondronegoro, Peter Christen
2011 Misc conf
A Supervised Learning and Group Linking Method for Historical Census Household Linkage.
AusDM
Zhichun Fu, Peter Christen, Mac Boot
2011 Misc conf
An Efficient Two-Party Protocol for Approximate Matching in Private Record Linkage.
AusDM
Dinusha Vatsalan, Peter Christen, Vassilios S. Verykios
2011 — conf
Analysis of Cluster Migrations Using Self-Organizing Maps.
PAKDD Workshops
Denny, Peter Christen, Graham J. Williams
2011 — conf
Automatic Cleaning and Linking of Historical Census Data Using Household Information.
ICDM Workshops
Zhichun Fu, Peter Christen, Mac Boot
2011 — conf
Fake Injection Strategies for Private Phonetic Matching.
DPM/SETOP
Alexandros Karakasidis, Vassilios S. Verykios, Peter Christen
2011 Misc ed.
Ninth Australasian Data Mining Conference, AusDM 2011, Ballarat, Australia, December 2011
AusDM
Peter Vamplew, Andrew Stranieri, Kok-Leong Ong, Peter Christen, Paul J. Kennedy
2011 J jnl
Robust Record Linkage Blocking Using Suffix Arrays and Bloom Filters.
ACM Trans. Knowl. Discov. Data
Timothy de Vries, Hui Ke, Sanjay Chawla, Peter Christen
2010 — ed.
New Frontiers in Applied Data Mining, PAKDD 2009 International Workshops, Bangkok, Thailand, April 27-30, 2009. Revised Selected Papers
PAKDD Workshops
Thanaruk Theeramunkong, Cholwich Nattee, Paulo J. L. Adeodato, Nitesh V. Chawla, Peter Christen, Philippe Lenca, Josiah Poon, Graham J. Williams
2010 J jnl
Visualizing temporal cluster changes using Relative Density Self-Organizing Maps.
Knowl. Inf. Syst.
Denny, Graham J. Williams, Peter Christen
2009 B conf
Accurate Synthetic Generation of Realistic Personal Information.
PAKDD
Peter Christen, Agus Pudjijono
2009 J jnl
Development and user experiences of an open source data cleaning, deduplication and record linkage system.
SIGKDD Explor.
Peter Christen
2009 Misc ed.
Eighth Australasian Data Mining Conference, AusDM 2009, Melbourne, Australia, December 2009
AusDM
Paul J. Kennedy, Kok-Leong Ong, Peter Christen
2009 A conf
Robust record linkage blocking using suffix arrays.
CIKM
Timothy de Vries, Hui Ke, Sanjay Chawla, Peter Christen
2009 A conf
Similarity-aware indexing for real-time entity resolution.
CIKM
Peter Christen, Ross W. Gayler, David Hawking
2008 B conf
Automatic Training Example Selection for Scalable Unsupervised Record Linkage.
PAKDD
Peter Christen
2008 A* conf
Automatic record linkage using seeded nearest neighbour and support vector machine classification.
KDD
Peter Christen
2008 Misc ed.
Data Mining and Analytics 2008, Proceedings of the Seventh Australasian Data Mining Conference (AusDM 2008). Glenelg/Adelaide, SA, Australia, 27-28 November 2008, Proceedings
AusDM
John F. Roddick, Jiuyong Li, Peter Christen, Paul J. Kennedy
2008 B conf
Exploratory Hot Spot Profile Analysis Using Interactive Visual Drill-Down Self-Organizing Maps.
PAKDD
Denny, Graham J. Williams, Peter Christen
2008 A* conf
Febrl -: an open source data cleaning, deduplication and record linkage system with a graphical user interface.
KDD
Peter Christen
2008 — conf
Geocode Matching and Privacy Preservation.
PinKDD
Peter Christen
2008 A* conf
ReDSOM: Relative Density Visualization of Temporal Changes in Cluster Structures Using Self-Organizing Maps.
ICDM
Denny, Graham J. Williams, Peter Christen
2008 Misc conf
Towards Scalable Real-Time Entity Resolution using a Similarity-Aware Inverted Index Approach.
AusDM
Peter Christen, Ross W. Gayler
2007 Misc conf
A Two-Step Classification Approach to Unsupervised Record Linkage.
AusDM
Peter Christen
2007 Misc ed.
Data Mining and Analytics 2007, Proceedings of the Sixth Australasian Data Mining Conference (AusDM 2007), Gold Coast, Queensland, Australia, December 3-4, 2007, Proceedings
AusDM
Peter Christen, Paul J. Kennedy, Jiuyong Li, Inna Kolyshkina, Graham J. Williams
2007 Misc conf
Evaluation of a Graduate Level Data Mining Course with Industry Participants.
AusDM
Peter Christen
2007 Misc conf
Exploratory Multilevel Hot Spot Analysis: Australian Taxation Office Case Study.
AusDM
Denny, Graham J. Williams, Peter Christen
2007 — ch.
Quality and Complexity Measures for Data Linkage and Deduplication.
Quality Measures in Data Mining
Peter Christen, Karl Goiser
2006 — conf
A Comparison of Personal Name Matching: Techniques and Practical Issues.
ICDM Workshops
Peter Christen
2006 — ch.
A Probabilistic Geocoding System Utilising a Parcel Based Address File.
Selected Papers from AusDM
Peter Christen, Alan Willmore, Tim Churches
2006 Misc ed.
Data Mining and Analytics 2006, Proceedings of the Fifth Australasian Data Mining Conference (AusDM2006), Sydney, NSW, Australia, 29-30 November, 2006, Proceedings
AusDM
Peter Christen, Paul J. Kennedy, Jiuyong Li, Simeon J. Simoff, Graham J. Williams
2006 — conf
Privacy-Preserving Data Linkage and Geocoding: Current Approaches and Research Directions.
ICDM Workshops
Peter Christen
2006 Misc conf
Towards Automated Record Linkage.
AusDM
Karl Goiser, Peter Christen
2005 C conf
Probabilistic Data Generation for Deduplication and Data Linkage.
IDEAL
Peter Christen
2004 B conf
Blind Data Linkage Using n-gram Similarity Comparisons.
PAKDD
Tim Churches, Peter Christen
2004 B conf
Febrl - A Parallel Open Source Data Linkage System: http://datamining.anu.edu.au/linkage.html.
PAKDD
Peter Christen, Tim Churches, Markus Hegland
2004 J jnl
Some methods for blindfolded record linkage.
BMC Medical Informatics Decis. Mak.
Tim Churches, Peter Christen
2002 Misc conf
How Fast Is -Fast? Performance Analysis of KDD Applications Using Hardware Performance Counters on UltraSPARC-III.
AusDM
Adam Czezowski, Peter Christen
2002 J jnl
Preparation of name and address data for record linkage using hidden Markov models.
BMC Medical Informatics Decis. Mak.
Tim Churches, Peter Christen, Kim Lim, Justin Zhu
2002 Misc conf
Probabilistic Name and Address Cleaning and Standardisation.
AusDM
Peter Christen, Tim Churches, Justin Zhu
2001 B conf
A Toolbox Approach to Flexible and Efficient Data Mining.
PAKDD
Ole Møller Nielsen, Peter Christen, Markus Hegland, Tatiana Semenova, Timothy Hancock
2001 — conf
Data Mining of Administrative Claims Data for Pathology Services.
HICSS
Simon Hawkins, Graham J. Williams, Rohan A. Baxter, Peter Christen, Michael J. Fett, Markus Hegland, Fuchun Huang, Ole Møller Nielsen, Tatiana Semenova, Andrew Smith
2001 J jnl
Scalable parallel algorithms for surface fitting and data mining.
Parallel Comput.
Peter Christen, Markus Hegland, Ole Møller Nielsen, Stephen G. Roberts, Peter E. Strazdins, Irfan Altas
2001 A conf
Towards a Parallel Data Mining Toolbox.
IPDPS
Peter Christen, Markus Hegland, Ole Møller Nielsen, Stephen G. Roberts, Peter E. Strazdins, Tatiana Semenova, Irfan Altas, Timothy Hancock
1999 — conf
A parallel finite element surface fitting algorithm for data mining.
PARCO
Peter Christen, Irfan Altas, Markus Hegland, Stephen G. Roberts, Kevin Burrage, Roger B. Sidje
1999 — —
A parallel iterative linear system solver with dynamic load balancing.
Peter Christen
1999 — conf
The Integrated Delivery of Large-Scale Data Mining: The ACSys Data Mining Project.
Large-Scale Parallel Data Mining
Graham J. Williams, Irfan Altas, Sergey Bakin, Peter Christen, Markus Hegland, Alonso Marquez, Peter Milne, Rajehndra Nagappan, Stephen G. Roberts
1998 A conf
A Parallel Iterative Linear System Solver with Dynamic Load Balancing.
International Conference on Supercomputing
Peter Christen
1998 — conf
Dynamic Load Balancing within a Parallel Iterative Linear System Solver.
HPCN Europe
Peter Christen