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Peter Christen
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- affiliation: The Australian National University
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2020 – today
- 2024
- [j40]Panagiotis Charalampopoulos, Huiping Chen, Peter Christen, Grigorios Loukides
, Nadia Pisanti, Solon P. Pissis
, Jakub Radoszewski:
Pattern Masking for Dictionary Matching: Theory and Practice. Algorithmica 86(6): 1948-1978 (2024) - [j39]Peter Christen
, David J. Hand
, Nishadi Kirielle
:
A Review of the F-Measure: Its History, Properties, Criticism, and Alternatives. ACM Comput. Surv. 56(3): 73:1-73:24 (2024) - [j38]Sirintra Vaiwsri
, Thilina Ranbaduge
, Peter Christen
:
Encryption-based sub-string matching for privacy-preserving record linkage. J. Inf. Secur. Appl. 81: 103712 (2024) - [c118]Martin Franke, Victor Christen, Peter Christen, Florens Rohde, Erhard Rahm:
(Privately) Estimating Linkage Quality for Record Linkage. EDBT 2024: 294-306 - [c117]George Papadakis, Nishadi Kirielle, Peter Christen, Themis Palpanas:
A Critical Re-evaluation of Record Linkage Benchmarks for Learning-Based Matching Algorithms. ICDE 2024: 3435-3448 - [c116]Jérémy Foxcroft
, Peter Christen
, Luiza Antonie
:
Class Ratio and Its Implications for Reproducibility and Performance in Record Linkage. PAKDD (1) 2024: 194-205 - 2023
- [j37]Victor Christen
, Tim Häntschel, Peter Christen, Erhard Rahm:
Privacy-preserving record linkage using autoencoders. Int. J. Data Sci. Anal. 15(4): 347-357 (2023) - [j36]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): 8:1-8:37 (2023) - [j35]Anushka Vidanage
, Peter Christen
, Thilina Ranbaduge
, Rainer Schnell
:
A Vulnerability Assessment Framework for Privacy-preserving Record Linkage. ACM Trans. Priv. Secur. 26(3): 36:1-36:31 (2023) - [j34]Nishadi Kirielle
, Peter Christen
, Thilina Ranbaduge
:
Unsupervised Graph-Based Entity Resolution for Complex Entities. ACM Trans. Knowl. Discov. Data 17(1): 12:1-12:30 (2023) - [j33]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): 1369-1400 (2023) - [c115]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 - [c114]Christopher Rost, Kevin Gómez, Peter Christen, Erhard Rahm:
Evolution of Degree Metrics in Large Temporal Graphs. BTW 2023: 485-507 - [c113]Maja Schneider, Peter Christen, Erhard Rahm, Jonathan Schneider, Lea Löffelmann:
Tuning the Utility-Privacy Trade-Off in Trajectory Data. EDBT 2023: 839-842 - [c112]Asara Senaratne
, Pouya Ghiasnezhad Omran, Peter Christen, Graham J. Williams:
TRIC: A Triples Corrupter for Knowledge Graphs. ESWC (Satellite Events) 2023: 117-122 - [c111]Lucas Lange, Maja Schneider, Peter Christen, Erhard Rahm:
Privacy in Practice: Private COVID-19 Detection in X-Ray Images. SECRYPT 2023: 624-633 - [i27]George Papadakis, Nishadi Kirielle, Peter Christen, Themis Palpanas:
A Critical Re-evaluation of Benchmark Datasets for (Deep) Learning-Based Matching Algorithms. CoRR abs/2307.01231 (2023) - 2022
- [j32]Sirintra Vaiwsri
, Thilina Ranbaduge, Peter Christen:
Accurate and efficient privacy-preserving string matching. Int. J. Data Sci. Anal. 14(2): 191-215 (2022) - [j31]Sirintra Vaiwsri
, Thilina Ranbaduge, Peter Christen, Rainer Schnell:
Accurate privacy-preserving record linkage for databases with missing values. Inf. Syst. 106: 101959 (2022) - [j30]Peter Christen, Rainer Schnell, Thilina Ranbaduge, Anushka Vidanage
:
A critique and attack on "Blockchain-based privacy-preserving record linkage". Inf. Syst. 108: 101930 (2022) - [j29]Anushka Vidanage
, Thilina Ranbaduge
, Peter Christen
, Rainer Schnell
:
Taxonomy of Attacks on Privacy-Preserving Record Linkage. J. Priv. Confidentiality 12(1) (2022) - [c110]Charini Nanayakkara, Peter Christen:
Locality Sensitive Hashing with Temporal and Spatial Constraints for Efficient Population Record Linkage. CIKM 2022: 4354-4358 - [c109]Nishadi Kirielle, Peter Christen, Thilina Ranbaduge:
TransER: Homogeneous Transfer Learning for Entity Resolution. EDBT 2022: 2:118-2:130 - [c108]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: 2:498-2:510 - [c107]Maja Schneider, Lukas Gehrke, Peter Christen, Erhard Rahm:
D-TOUR: Detour-based point of interest detection in privacy-sensitive trajectories. GI-Jahrestagung 2022: 219-230 - 2021
- [j28]David J. Hand
, Peter Christen
, Nishadi Kirielle
:
F*: an interpretable transformation of the F-measure. Mach. Learn. 110(3): 451-456 (2021) - [c106]Panagiotis Charalampopoulos
, Huiping Chen, Peter Christen, Grigorios Loukides
, Nadia Pisanti, Solon P. Pissis
, Jakub Radoszewski:
Pattern Masking for Dictionary Matching. ISAAC 2021: 65:1-65:19 - [c105]Subudhi Asara Senaratne
, Pouya Ghiasnezhad Omran
, Graham J. Williams, Peter Christen:
Unsupervised Anomaly Detection in Knowledge Graphs. IJCKG 2021: 161-165 - [c104]Charini Nanayakkara, Peter Christen, Thilina Ranbaduge:
Active Learning Based Similarity Filtering for Efficient and Effective Record Linkage. PAKDD (2) 2021: 321-333 - [i26]Sirintra Vaiwsri, Thilina Ranbaduge, Peter Christen, Kee Siong Ng:
Accurate and Efficient Suffix Tree Based Privacy-Preserving String Matching. CoRR abs/2104.03018 (2021) - [i25]Thilina Ranbaduge, Peter Christen, Rainer Schnell:
Large Scale Record Linkage in the Presence of Missing Data. CoRR abs/2104.09677 (2021) - [i24]Peter Christen, Rainer Schnell:
Common Misconceptions about Population Data. CoRR abs/2112.10912 (2021) - 2020
- [b3]Peter Christen, Thilina Ranbaduge, Rainer Schnell:
Linking Sensitive Data - Methods and Techniques for Practical Privacy-Preserving Information Sharing. Springer 2020, ISBN 978-3-030-59705-4, pp. 1-375 - [j27]Dinusha Vatsalan
, Peter Christen, Erhard Rahm
:
Incremental clustering techniques for multi-party Privacy-Preserving Record Linkage. Data Knowl. Eng. 128: 101809 (2020) - [j26]Uwe Draisbach, Peter Christen, Felix Naumann:
Transforming Pairwise Duplicates to Entity Clusters for High-quality Duplicate Detection. ACM J. Data Inf. Qual. 12(1): 3:1-3:30 (2020) - [j25]Thilina Ranbaduge
, Peter Christen
:
A scalable privacy-preserving framework for temporal record linkage. Knowl. Inf. Syst. 62(1): 45-78 (2020) - [j24]Thilina Ranbaduge, Dinusha Vatsalan, Peter Christen:
Secure Multi-party Summation Protocols: Are They Secure Enough Under Collusion? Trans. Data Priv. 13(1): 25-60 (2020) - [c103]Charini Nanayakkara, Peter Christen, Thilina Ranbaduge:
An Anonymiser Tool for Sensitive Graph Data. CIKM (Workshops) 2020 - [c102]Anushka Vidanage
, Peter Christen, Thilina Ranbaduge, Rainer Schnell:
A Graph Matching Attack on Privacy-Preserving Record Linkage. CIKM 2020: 1485-1494 - [c101]Thilina Ranbaduge, Peter Christen, Rainer Schnell:
Secure and Accurate Two-Step Hash Encoding for Privacy-Preserving Record Linkage. PAKDD (2) 2020: 139-151 - [e10]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:
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. Communications in Computer and Information Science 1323, Springer 2020, ISBN 978-3-030-65964-6 [contents] - [i23]Panagiotis Charalampopoulos, Huiping Chen, Peter Christen, Grigorios Loukides, Nadia Pisanti, Solon P. Pissis, Jakub Radoszewski:
Pattern Masking for Dictionary Matching. CoRR abs/2006.16137 (2020) - [i22]David J. Hand, Peter Christen, Nishadi Kirielle:
F*: An Interpretable Transformation of the F-measure. CoRR abs/2008.00103 (2020)
2010 – 2019
- 2019
- [j23]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): 2164-2177 (2019) - [c100]Nishadi Kirielle, Peter Christen, Thilina Ranbaduge:
Outlier Detection Based Accurate Geocoding of Historical Addresses. AusDM 2019: 41-53 - [c99]Anushka Vidanage
, Thilina Ranbaduge, Peter Christen, Rainer Schnell:
Efficient Pattern Mining Based Cryptanalysis for Privacy-Preserving Record Linkage. ICDE 2019: 1698-1701 - [c98]Charini Nanayakkara, Peter Christen, Thilina Ranbaduge:
Robust Temporal Graph Clustering for Group Record Linkage. PAKDD (2) 2019: 526-538 - [c97]Victor Christen, Peter Christen, Erhard Rahm
:
Informativeness-Based Active Learning for Entity Resolution. PKDD/ECML Workshops (2) 2019: 125-141 - [i21]Dinusha Vatsalan, Peter Christen, Erhard Rahm:
Incremental Clustering Techniques for Multi-Party Privacy-Preserving Record Linkage. CoRR abs/1911.12930 (2019) - 2018
- [j22]David J. Hand
, Peter Christen
:
A note on using the F-measure for evaluating record linkage algorithms. Stat. Comput. 28(3): 539-547 (2018) - [c96]Sirintra Vaiwsri, Thilina Ranbaduge, Peter Christen:
Reference Values Based Hardening for Bloom Filters Based Privacy-Preserving Record Linkage. AusDM 2018: 189-202 - [c95]Yuhang Zhang, Kee Siong Ng
, Tania Churchill, Peter Christen:
Scalable Entity Resolution Using Probabilistic Signatures on Parallel Databases. CIKM 2018: 2213-2221 - [c94]Marcel Gladbach, Ziad Sehili, Thomas Kudrass, Peter Christen, Erhard Rahm
:
Distributed Privacy-Preserving Record Linkage Using Pivot-Based Filter Techniques. ICDE Workshops 2018: 33-38 - [c93]Thilina Ranbaduge, Peter Christen:
Privacy-Preserving Temporal Record Linkage. ICDM 2018: 377-386 - [c92]Senuri Wijenayake, Timothy Graham
, Peter Christen:
A Decision Tree Approach to Predicting Recidivism in Domestic Violence. PAKDD (Workshops) 2018: 3-15 - [c91]Thilina Ranbaduge, Dinusha Vatsalan
, Peter Christen:
A Scalable and Efficient Subgroup Blocking Scheme for Multidatabase Record Linkage. PAKDD (3) 2018: 15-27 - [c90]Özgür Akgün
, Alan Dearle, Graham N. C. Kirby
, Peter Christen:
Using Metric Space Indexing for Complete and Efficient Record Linkage. PAKDD (3) 2018: 89-101 - [c89]Peter Christen, Anushka Vidanage
, Thilina Ranbaduge
, Rainer Schnell:
Pattern-Mining Based Cryptanalysis of Bloom Filters for Privacy-Preserving Record Linkage. PAKDD (3) 2018: 530-542 - [r2]Peter Christen:
Data Scrubbing. Encyclopedia of Database Systems (2nd ed.) 2018 - [i20]Senuri Wijenayake, Timothy Graham, Peter Christen:
A Decision Tree Approach to Predicting Recidivism in Domestic Violence. CoRR abs/1803.09862 (2018) - [i19]Yichen Hu, Qing Wang, Peter Christen:
Developing a Temporal Bibliographic Data Set for Entity Resolution. CoRR abs/1806.07524 (2018) - [i18]Charini Nanayakkara, Peter Christen, Thilina Ranbaduge
:
Temporal graph-based clustering for historical record linkage. CoRR abs/1807.02262 (2018) - 2017
- [j21]Richard Mortier, Jon Crowcroft, Charith Perera, Sasu Tarkoma
, Peter Christen:
Guest Editorial Privacy Issues in Internet of Things. IEEE Internet Things J. 4(4): 840-842 (2017) - [c88]Victor Christen
, Anika Groß
, Jeffrey Fisher, Qing Wang
, Peter Christen, Erhard Rahm
:
Temporal group linkage and evolution analysis for census data. EDBT 2017: 620-631 - [c87]Yichen Hu
, Qing Wang
, Dinusha Vatsalan, Peter Christen:
Improving Temporal Record Linkage Using Regression Classification. PAKDD (1) 2017: 561-573 - [c86]Peter Christen, Rainer Schnell, Dinusha Vatsalan, Thilina Ranbaduge
:
Efficient Cryptanalysis of Bloom Filters for Privacy-Preserving Record Linkage. PAKDD (1) 2017: 628-640 - [p5]Dinusha Vatsalan, Ziad Sehili, Peter Christen, Erhard Rahm
:
Privacy-Preserving Record Linkage for Big Data: Current Approaches and Research Challenges. Handbook of Big Data Technologies 2017: 851-895 - [e9]Peter Christen, Bettina Kemme, Erhard Rahm:
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. CEUR Workshop Proceedings 1882, CEUR-WS.org 2017 [contents] - [r1]Peter Christen, William E. Winkler:
Record Linkage. Encyclopedia of Machine Learning and Data Mining 2017: 1066-1075 - [i17]Dinusha Vatsalan, Peter Christen, Erhard Rahm:
Scalable Multi-Database Privacy-Preserving Record Linkage using Counting Bloom Filters. CoRR abs/1701.01232 (2017) - [i16]Yuhang Zhang, Kee Siong Ng, Michael Walker, Pauline Chou, Tania Churchill, Peter Christen:
Scalable Entity Resolution Using Probabilistic Signatures on Parallel Databases. CoRR abs/1712.09691 (2017) - 2016
- [j20]Minkyoung Kim
, David Newth, Peter Christen:
Macro-level information transfer in social media: Reflections of crowd phenomena. Neurocomputing 172: 84-99 (2016) - [j19]Dinusha Vatsalan, Peter Christen:
Privacy-preserving matching of similar patients. J. Biomed. Informatics 59: 285-298 (2016) - [j18]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): 7:1-7:31 (2016) - [c85]Dimitrios Karapiperis
, Dinusha Vatsalan, Vassilios S. Verykios
, Peter Christen:
Efficient Record Linkage Using a Compact Hamming Space. EDBT 2016: 209-220 - [c84]Dinusha Vatsalan, Peter Christen, Erhard Rahm
:
Scalable Privacy-Preserving Linking of Multiple Databases Using Counting Bloom Filters. ICDM Workshops 2016: 882-889 - [c83]Thilina Ranbaduge
, Dinusha Vatsalan, Peter Christen:
Scalable Block Scheduling for Efficient Multi-database Record Linkage. ICDM 2016: 1161-1166 - [c82]Qing Wang
, Jingyi Gao, Peter Christen:
A Clustering-Based Framework for Incrementally Repairing Entity Resolution. PAKDD (2) 2016: 283-295 - [c81]Jeffrey Fisher, Peter Christen, Qing Wang
:
Active Learning Based Entity Resolution Using Markov Logic. PAKDD (2) 2016: 338-349 - [c80]Thilina Ranbaduge
, Dinusha Vatsalan, Peter Christen, Vassilios S. Verykios
:
Hashing-Based Distributed Multi-party Blocking for Privacy-Preserving Record Linkage. PAKDD (2) 2016: 415-427 - [i15]Peter Christen:
Application of Advanced Record Linkage Techniques for Complex Population Reconstruction. CoRR abs/1612.04286 (2016) - [i14]Dinusha Vatsalan, Peter Christen:
Multi-Party Privacy-Preserving Record Linkage using Bloom Filters. CoRR abs/1612.08835 (2016) - 2015
- [j17]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): 15:1-15:29 (2015) - [j16]Khoi-Nguyen Tran, Peter Christen:
Cross-Language Learning from Bots and Users to Detect Vandalism on Wikipedia. IEEE Trans. Knowl. Data Eng. 27(3): 673-685 (2015) - [c79]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: 329-345 - [c78]Peter Christen, Ross W. Gayler
:
Context-Aware Approximate String Matching for Large-Scale Real-Time Entity Resolution. ICDM Workshops 2015: 211-217 - [c77]Peter Christen, Dinusha Vatsalan, Qing Wang
:
Efficient Entity Resolution with Adaptive and Interactive Training Data Selection. ICDM 2015: 727-732 - [c76]Thilina Ranbaduge, Dinusha Vatsalan, Peter Christen:
MERLIN - A Tool for Multi-party Privacy-Preserving Record Linkage. ICDM Workshops 2015: 1640-1643 - [c75]Jeffrey Fisher, Peter Christen, Qing Wang
, Erhard Rahm
:
A Clustering-Based Framework to Control Block Sizes for Entity Resolution. KDD 2015: 279-288 - [c74]Khoi-Nguyen Tran, Peter Christen, Scott Sanner, Lexing Xie
:
Context-Aware Detection of Sneaky Vandalism on Wikipedia Across Multiple Languages. PAKDD (1) 2015: 380-391 - [c73]Thilina Ranbaduge, Dinusha Vatsalan, Peter Christen:
Clustering-Based Scalable Indexing for Multi-party Privacy-Preserving Record Linkage. PAKDD (2) 2015: 549-561 - [c72]Qing Wang
, Dinusha Vatsalan, Peter Christen:
Efficient Interactive Training Selection for Large-Scale Entity Resolution. PAKDD (2) 2015: 562-573 - [c71]Banda Ramadan
, Peter Christen:
Unsupervised Blocking Key Selection for Real-Time Entity Resolution. PAKDD (2) 2015: 574-585 - [p4]Peter Christen, Dinusha Vatsalan, Zhichun Fu:
Advanced Record Linkage Methods and Privacy Aspects for Population Reconstruction - A Survey and Case Studies. Population Reconstruction 2015: 87-110 - [e8]Gerrit Bloothooft, Peter Christen, Kees Mandemakers, Marijn Schraagen:
Population Reconstruction. Springer 2015, ISBN 978-3-319-19883-5 [contents] - 2014
- [j15]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): 414-454 (2014) - [j14]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): 81-93 (2014) - [j13]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): 204-225 (2014) - [j12]Peter Christen, Dinusha Vatsalan, Vassilios S. Verykios
:
Challenges for privacy preservation in data integration. ACM J. Data Inf. Qual. 5(1-2): 4:1-4:3 (2014) - [j11]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) - [c70]Banda Ramadan
, Peter Christen, Huizhi Liang
:
Dynamic Sorted Neighborhood Indexing for Real-Time Entity Resolution. ADC 2014: 1-12 - [c69]Thilina Ranbaduge, Peter Christen, Dinusha Vatsalan:
Tree Based Scalable Indexing for Multi-Party Privacy-Preserving Record Linkage. AusDM 2014: 31-42 - [c68]Minkyoung Kim
, David Newth, Peter Christen:
Uncovering Diffusion in Academic Publications Using Model-Driven and Model-Free Approaches. BDCloud 2014: 564-571 - [c67]Peter Christen:
Privacy Aspects in Big Data Integration: Challenges and Opportunities. PSBD@CIKM 2014: 1 - [c66]Banda Ramadan
, Peter Christen:
Forest-Based Dynamic Sorted Neighborhood Indexing for Real-Time Entity Resolution. CIKM 2014: 1787-1790 - [c65]Dinusha Vatsalan, Peter Christen:
Scalable Privacy-Preserving Record Linkage for Multiple Databases. CIKM 2014: 1795-1798 - [c64]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: 1053-1062 - [c63]Huizhi Liang
, Yanzhe Wang, Peter Christen, Ross W. Gayler
:
Noise-Tolerant Approximate Blocking for Dynamic Real-Time Entity Resolution. PAKDD (2) 2014: 449-460 - [c62]Zhichun Fu, Peter Christen, Jun Zhou
:
A Graph Matching Method for Historical Census Household Linkage. PAKDD (1) 2014: 485-496 - [c61]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: 94-99 - [c60]Minkyoung Kim
, David Newth, Peter Christen:
Macro-level information transfer across social networks. WWW (Companion Volume) 2014: 321-322 - [c59]Minkyoung Kim
, David Newth, Peter Christen:
Trends of news diffusion in social media based on crowd phenomena. WWW (Companion Volume) 2014: 753-758 - [p3]Charith Perera, Prem Prakash Jayaraman
, Arkady B. Zaslavsky, Peter Christen, Dimitrios Georgakopoulos
:
Context-Aware Dynamic Discovery and Configuration of 'Things' in Smart Environments. Big Data and Internet of Things 2014: 215-241 - 2013
- [j10]Minkyoung Kim
, David Newth, Peter Christen:
Modeling Dynamics of Diffusion Across Heterogeneous Social Networks: News Diffusion in Social Media. Entropy 15(10): 4215-4242 (2013) - [j9]Dinusha Vatsalan, Peter Christen, Vassilios S. Verykios
:
A taxonomy of privacy-preserving record linkage techniques. Inf. Syst. 38(6): 946-969 (2013) - [j8]Vassilios S. Verykios
, Peter Christen:
Privacy-preserving record linkage. WIREs Data Mining Knowl. Discov. 3(5): 321-332 (2013) - [c58]Minkyoung Kim
, David Newth, Peter Christen:
Modeling dynamics of meta-populations with a probabilistic approach: global diffusion in social media. CIKM 2013: 489-498 - [c57]Peter Christen, Dinusha Vatsalan:
Flexible and extensible generation and corruption of personal data. CIKM 2013: 1165-1168 - [c56]Khoi-Nguyen Tran, Peter Christen:
Identifying multilingual Wikipedia articles based on cross language similarity and activity. CIKM 2013: 1485-1488 - [c55]Dinusha Vatsalan, Peter Christen, Vassilios S. Verykios
:
Efficient two-party private blocking based on sorted nearest neighborhood clustering. CIKM 2013: 1949-1958 - [c54]Khoi-Nguyen Tran, Dinusha Vatsalan, Peter Christen:
GeCo: an online personal data generator and corruptor. CIKM 2013: 2473-2476 - [c53]Suvash Sedhain, Scott Sanner, Lexing Xie
, Riley Kidd, Khoi-Nguyen Tran, Peter Christen:
Social affinity filtering: recommendation through fine-grained analysis of user interactions and activities. COSN 2013: 51-62 - [c52]Charith Perera, Prem Prakash Jayaraman
, Arkady B. Zaslavsky, Peter Christen, Dimitrios Georgakopoulos
:
Dynamic configuration of sensors using mobile sensor hub in internet of things paradigm. ISSNIP 2013: 473-478 - [c51]Minkyoung Kim
, David Newth, Peter Christen:
Modeling direct and indirect influence across heterogeneous social networks. SNAKDD 2013: 9:1-9:9 - [c50]Charith Perera, Arkady B. Zaslavsky, Peter Christen, Michael Compton, Dimitrios Georgakopoulos
:
Context-Aware Sensor Search, Selection and Ranking Model for Internet of Things Middleware. MDM (1) 2013: 314-322 - [c49]Daniel McNamara, Paul Wong
, Peter Christen, Kee Siong Ng
:
Predicting High Impact Academic Papers Using Citation Network Features. PAKDD Workshops 2013: 14-25 - [c48]Banda Ramadan
, Peter Christen, Huizhi Liang
, Ross W. Gayler
, David Hawking:
Dynamic Similarity-Aware Inverted Indexing for Real-Time Entity Resolution. PAKDD Workshops 2013: 47-58 - [c47]Khoi-Nguyen Tran, Peter Christen:
Cross Language Prediction of Vandalism on Wikipedia Using Article Views and Revisions. PAKDD (2) 2013: 268-279 - [c46]Dinusha Vatsalan, Peter Christen:
Sorted Nearest Neighborhood Clustering for Efficient Private Blocking. PAKDD (2) 2013: 341-352 - [c45]Peter Christen, Ross W. Gayler
:
Adaptive Temporal Entity Resolution on Dynamic Databases. PAKDD (2) 2013: 558-569 - [c44]Charith Perera, Arkady B. Zaslavsky, Michael Compton, Peter Christen, Dimitrios Georgakopoulos:
Context Aware Sensor Configuration Model for Internet of Things. ISWC (Posters & Demos) 2013: 253-256 - [c43]Charith Perera, Arkady B. Zaslavsky, Michael Compton, Peter Christen, Dimitrios Georgakopoulos
:
Semantic-Driven Configuration of Internet of Things Middleware. SKG 2013: 66-73 - [i13]Charith Perera, Arkady B. Zaslavsky, Peter Christen, Ali Salehi, Dimitrios Georgakopoulos:
Capturing Sensor Data from Mobile Phones using Global Sensor Network Middleware. CoRR abs/1301.0157 (2013) - [i12]Charith Perera, Arkady B. Zaslavsky, Peter Christen, Dimitrios Georgakopoulos:
CA4IOT Context Awareness for Internet of Things. CoRR abs/1301.1084 (2013) - [i11]Charith Perera, Arkady B. Zaslavsky, Peter Christen, Ali Salehi, Dimitrios Georgakopoulos:
Connecting Mobile Things to Global Sensor Network Middleware using System-generated Wrappers. CoRR abs/1301.1085 (2013) - [i10]Charith Perera, Prem Prakash Jayaraman, Arkady B. Zaslavsky, Peter Christen, Dimitrios Georgakopoulos:
Dynamic Configuration of Sensors Using Mobile Sensor Hub in Internet of Things Paradigm. CoRR abs/1302.1131 (2013) - [i9]Charith Perera, Arkady B. Zaslavsky, Peter Christen, Michael Compton, Dimitrios Georgakopoulos:
Context-aware Sensor Search, Selection and Ranking Model for Internet of Things Middleware. CoRR abs/1303.2447 (2013) - [i8]Charith Perera, Arkady B. Zaslavsky, Peter Christen, Dimitrios Georgakopoulos:
Context Aware Computing for The Internet of Things: A Survey. CoRR abs/1305.0982 (2013) - [i7]Charith Perera, Arkady B. Zaslavsky, Peter Christen, Dimitrios Georgakopoulos:
Sensing as a Service Model for Smart Cities Supported by Internet of Things. CoRR abs/1307.8198 (2013) - [i6]Charith Perera, Arkady B. Zaslavsky, Michael Compton, Peter Christen, Dimitrios Georgakopoulos:
Semantic-driven Configuration of Internet of Things Middleware. CoRR abs/1309.1515 (2013) - [i5]Charith Perera, Arkady B. Zaslavsky, Michael Compton, Peter Christen, Dimitrios Georgakopoulos:
Context Aware Sensor Configuration Model for Internet of Things. CoRR abs/1309.1811 (2013) - [i4]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 abs/1309.3618 (2013) - [i3]Charith Perera, Prem Prakash Jayaraman, Arkady B. Zaslavsky, Peter Christen, Dimitrios Georgakopoulos:
MOSDEN: An Internet of Things Middleware for Resource Constrained Mobile Devices. CoRR abs/1310.4038 (2013) - [i2]Charith Perera, Prem Prakash Jayaraman, Arkady B. Zaslavsky, Peter Christen, Dimitrios Georgakopoulos:
Context-aware Dynamic Discovery and Configuration of 'Things' in Smart Environments. CoRR abs/1311.2134 (2013) - [i1]Charith Perera, Prem Prakash Jayaraman, Arkady B. Zaslavsky, Peter Christen, Dimitrios Georgakopoulos:
Sensor Discovery and Configuration Framework for The Internet of Things Paradigm. CoRR abs/1312.6721 (2013) - 2012
- [b2]Peter Christen:
Data Matching - Concepts and Techniques for Record Linkage, Entity Resolution, and Duplicate Detection. Data-Centric Systems and Applications, Springer 2012, ISBN 978-3-642-31163-5, pp. I-XIX, 1-270 - [j7]Peter Christen:
A Survey of Indexing Techniques for Scalable Record Linkage and Deduplication. IEEE Trans. Knowl. Data Eng. 24(9): 1537-1555 (2012) - [c42]Zhichun Fu, Jun Zhou
, Furong Peng, Peter Christen:
A Bag Reconstruction Method for Multiple Instance Classification and Group Record Linkage. ADMA 2012: 247-259 - [c41]Dinusha Vatsalan, Peter Christen:
An Iterative Two-Party Protocol for Scalable Privacy-Preserving Record Linkage. AusDM 2012: 127-138 - [c40]Huizhi Liang
, Yue Xu
, Dian Tjondronegoro
, Peter Christen:
Time-aware topic recommendation based on micro-blogs. CIKM 2012: 1657-1661 - [c39]Charith Perera, Arkady B. Zaslavsky, Peter Christen, Dimitrios Georgakopoulos
:
CA4IOT: Context Awareness for Internet of Things. GreenCom 2012: 775-782 - [c38]Minkyoung Kim, Lexing Xie, Peter Christen:
Event Diffusion Patterns in Social Media. ICWSM 2012 - [c37]Charith Perera, Arkady B. Zaslavsky, Peter Christen, Ali Salehi, Dimitrios Georgakopoulos
:
Connecting mobile things to global sensor network middleware using system-generated wrappers. MobiDE 2012: 23-30 - [c36]Zhichun Fu, Jun Zhou
, Peter Christen, Mac Boot:
Multiple Instance Learning for Group Record Linkage. PAKDD (1) 2012: 171-182 - [c35]Charith Perera, Arkady B. Zaslavsky, Peter Christen, Ali Salehi, Dimitrios Georgakopoulos
:
Capturing sensor data from mobile phones using Global Sensor Network middleware. PIMRC 2012: 24-29 - [c34]Joseph Noel, Scott Sanner, Khoi-Nguyen Tran, Peter Christen, Lexing Xie
, Edwin V. Bonilla, Ehsan Abbasnejad, Nicolás Della Penna:
New objective functions for social collaborative filtering. WWW 2012: 859-868 - [e7]Yanchang Zhao, Jiuyong Li, Paul J. Kennedy, Peter Christen:
Tenth Australasian Data Mining Conference, AusDM 2012, Sydney, Australia, December 5-7, 2012. CRPIT 134, Australian Computer Society 2012, ISBN 978-1-921770-14-2 [contents] - 2011
- [j6]Timothy de Vries, Hui Ke, Sanjay Chawla, Peter Christen:
Robust Record Linkage Blocking Using Suffix Arrays and Bloom Filters. ACM Trans. Knowl. Discov. Data 5(2): 9:1-9:27 (2011) - [c33]Dinusha Vatsalan, Peter Christen, Vassilios S. Verykios:
An Efficient Two-Party Protocol for Approximate Matching in Private Record Linkage. AusDM 2011: 125-136 - [c32]Zhichun Fu, Peter Christen, Mac Boot:
A Supervised Learning and Group Linking Method for Historical Census Household Linkage. AusDM 2011: 153-162 - [c31]Alexandros Karakasidis, Vassilios S. Verykios
, Peter Christen:
Fake Injection Strategies for Private Phonetic Matching. DPM/SETOP 2011: 9-24 - [c30]Zhichun Fu, Peter Christen, Mac Boot:
Automatic Cleaning and Linking of Historical Census Data Using Household Information. ICDM Workshops 2011: 413-420 - [c29]Denny, Peter Christen, Graham J. Williams
:
Analysis of Cluster Migrations Using Self-Organizing Maps. PAKDD Workshops 2011: 171-182 - [e6]Peter Vamplew, Andrew Stranieri, Kok-Leong Ong, Peter Christen, Paul J. Kennedy:
Ninth Australasian Data Mining Conference, AusDM 2011, Ballarat, Australia, December 2011. CRPIT 121, Australian Computer Society 2011, ISBN 978-1-921770-02-9 [contents] - 2010
- [j5]Denny, Graham J. Williams
, Peter Christen:
Visualizing temporal cluster changes using Relative Density Self-Organizing Maps. Knowl. Inf. Syst. 25(2): 281-302 (2010) - [e5]Thanaruk Theeramunkong, Cholwich Nattee, Paulo J. L. Adeodato, Nitesh V. Chawla, Peter Christen, Philippe Lenca, Josiah Poon, Graham J. Williams:
New Frontiers in Applied Data Mining, PAKDD 2009 International Workshops, Bangkok, Thailand, April 27-30, 2009. Revised Selected Papers. Lecture Notes in Computer Science 5669, Springer 2010, ISBN 978-3-642-14639-8 [contents]
2000 – 2009
- 2009
- [j4]Peter Christen:
Development and user experiences of an open source data cleaning, deduplication and record linkage system. SIGKDD Explor. 11(1): 39-48 (2009) - [c28]Timothy de Vries, Hui Ke, Sanjay Chawla, Peter Christen:
Robust record linkage blocking using suffix arrays. CIKM 2009: 305-314 - [c27]Peter Christen, Ross W. Gayler
, David Hawking:
Similarity-aware indexing for real-time entity resolution. CIKM 2009: 1565-1568 - [c26]Peter Christen, Agus Pudjijono:
Accurate Synthetic Generation of Realistic Personal Information. PAKDD 2009: 507-514 - [e4]Paul J. Kennedy, Kok-Leong Ong, Peter Christen:
Eighth Australasian Data Mining Conference, AusDM 2009, Melbourne, Australia, December 2009. CRPIT 101, Australian Computer Society 2009, ISBN 978-1-920682-82-8 [contents] - 2008
- [c25]Peter Christen, Ross W. Gayler:
Towards Scalable Real-Time Entity Resolution using a Similarity-Aware Inverted Index Approach. AusDM 2008: 51-60 - [c24]Denny, Graham J. Williams
, Peter Christen:
ReDSOM: Relative Density Visualization of Temporal Changes in Cluster Structures Using Self-Organizing Maps. ICDM 2008: 173-182 - [c23]Peter Christen:
Geocode Matching and Privacy Preservation. PinKDD 2008: 7-24 - [c22]Peter Christen:
Automatic record linkage using seeded nearest neighbour and support vector machine classification. KDD 2008: 151-159 - [c21]Peter Christen:
Febrl -: an open source data cleaning, deduplication and record linkage system with a graphical user interface. KDD 2008: 1065-1068 - [c20]Peter Christen:
Automatic Training Example Selection for Scalable Unsupervised Record Linkage. PAKDD 2008: 511-518 - [c19]Denny, Graham J. Williams
, Peter Christen:
Exploratory Hot Spot Profile Analysis Using Interactive Visual Drill-Down Self-Organizing Maps. PAKDD 2008: 536-543 - [e3]John F. Roddick, Jiuyong Li, Peter Christen, Paul J. Kennedy:
Data Mining and Analytics 2008, Proceedings of the Seventh Australasian Data Mining Conference (AusDM 2008). Glenelg/Adelaide, SA, Australia, 27-28 November 2008, Proceedings. CRPIT 87, Australian Computer Society 2008, ISBN 978-1-920682-68-2 [contents] - 2007
- [c18]Denny, Graham J. Williams, Peter Christen:
Exploratory Multilevel Hot Spot Analysis: Australian Taxation Office Case Study. AusDM 2007: 77-84 - [c17]Peter Christen:
A Two-Step Classification Approach to Unsupervised Record Linkage. AusDM 2007: 111-119 - [c16]Peter Christen:
Evaluation of a Graduate Level Data Mining Course with Industry Participants. AusDM 2007: 233-241 - [p2]Peter Christen, Karl Goiser:
Quality and Complexity Measures for Data Linkage and Deduplication. Quality Measures in Data Mining 2007: 127-151 - [e2]Peter Christen, Paul J. Kennedy, Jiuyong Li, Inna Kolyshkina, Graham J. Williams:
Data Mining and Analytics 2007, Proceedings of the Sixth Australasian Data Mining Conference (AusDM 2007), Gold Coast, Queensland, Australia, December 3-4, 2007, Proceedings. CRPIT 70, Australian Computer Society 2007, ISBN 978-1-920682-51-4 [contents] - 2006
- [c15]Karl Goiser, Peter Christen:
Towards Automated Record Linkage. AusDM 2006: 23-31 - [c14]Peter Christen:
A Comparison of Personal Name Matching: Techniques and Practical Issues. ICDM Workshops 2006: 290-294 - [c13]Peter Christen:
Privacy-Preserving Data Linkage and Geocoding: Current Approaches and Research Directions. ICDM Workshops 2006: 497-501 - [p1]Peter Christen, Alan Willmore, Tim Churches:
A Probabilistic Geocoding System Utilising a Parcel Based Address File. Selected Papers from AusDM 2006: 130-145 - [e1]Peter Christen, Paul J. Kennedy, Jiuyong Li, Simeon J. Simoff, Graham J. Williams:
Data Mining and Analytics 2006, Proceedings of the Fifth Australasian Data Mining Conference (AusDM2006), Sydney, NSW, Australia, 29-30 November, 2006, Proceedings. CRPIT 61, Australian Computer Society 2006, ISBN 1-920-68242-2 [contents] - 2005
- [c12]Peter Christen:
Probabilistic Data Generation for Deduplication and Data Linkage. IDEAL 2005: 109-116 - 2004
- [j3]Tim Churches
, Peter Christen:
Some methods for blindfolded record linkage. BMC Medical Informatics Decis. Mak. 4: 9 (2004) - [c11]Tim Churches, Peter Christen:
Blind Data Linkage Using n-gram Similarity Comparisons. PAKDD 2004: 121-126 - [c10]Peter Christen, Tim Churches, Markus Hegland
:
Febrl - A Parallel Open Source Data Linkage System: http://datamining.anu.edu.au/linkage.html. PAKDD 2004: 638-647 - 2002
- [j2]Tim Churches, Peter Christen, Kim Lim, Justin Zhu:
Preparation of name and address data for record linkage using hidden Markov models. BMC Medical Informatics Decis. Mak. 2: 9 (2002) - [c9]Peter Christen, Tim Churches, Justin Zhu:
Probabilistic Name and Address Cleaning and Standardisation. AusDM 2002: 99-108 - [c8]Adam Czezowski, Peter Christen:
How Fast Is -Fast? Performance Analysis of KDD Applications Using Hardware Performance Counters on UltraSPARC-III. AusDM 2002: 117-130 - 2001
- [j1]Peter Christen, Markus Hegland
, Ole Møller Nielsen, Stephen G. Roberts
, Peter E. Strazdins, Irfan Altas:
Scalable parallel algorithms for surface fitting and data mining. Parallel Comput. 27(7): 941-961 (2001) - [c7]Simon Hawkins, Graham J. Williams
, Rohan A. Baxter, Peter Christen, Michael J. Fett, Markus Hegland
, Fuchun Huang, Ole Møller Nielsen, Tatiana Semenova, Andrew Smith:
Data Mining of Administrative Claims Data for Pathology Services. HICSS 2001 - [c6]Peter Christen, Markus Hegland
, Ole Møller Nielsen, Stephen G. Roberts
, Peter E. Strazdins, Tatiana Semenova, Irfan Altas, Timothy Hancock:
Towards a Parallel Data Mining Toolbox. IPDPS 2001: 156 - [c5]Ole Møller Nielsen, Peter Christen, Markus Hegland
, Tatiana Semenova, Timothy Hancock:
A Toolbox Approach to Flexible and Efficient Data Mining. PAKDD 2001: 124-135
1990 – 1999
- 1999
- [b1]Peter Christen:
A parallel iterative linear system solver with dynamic load balancing. University of Basel, Switzerland, Shaker 1999, ISBN 978-3-8265-4973-1, pp. 1-176 - [c4]Graham J. Williams
, Irfan Altas, Sergey Bakin, Peter Christen, Markus Hegland
, Alonso Marquez, Peter Milne, Rajehndra Nagappan, Stephen G. Roberts
:
The Integrated Delivery of Large-Scale Data Mining: The ACSys Data Mining Project. Large-Scale Parallel Data Mining 1999: 24-55 - [c3]Peter Christen, Irfan Altas, Markus Hegland, Stephen G. Roberts, Kevin Burrage, Roger B. Sidje:
A parallel finite element surface fitting algorithm for data mining. PARCO 1999: 275-282 - 1998
- [c2]Peter Christen:
Dynamic Load Balancing within a Parallel Iterative Linear System Solver. HPCN Europe 1998: 857-859 - [c1]Peter Christen:
A Parallel Iterative Linear System Solver with Dynamic Load Balancing. International Conference on Supercomputing 1998: 7-12
Coauthor Index
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