Peter Christen

According to our database1, Peter Christen authored at least 139 papers between 1998 and 2018.

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Bibliography

2018
A note on using the F-measure for evaluating record linkage algorithms.
Statistics and Computing, 2018

Temporal graph-based clustering for historical record linkage.
CoRR, 2018

Developing a Temporal Bibliographic Data Set for Entity Resolution.
CoRR, 2018

A Decision Tree Approach to Predicting Recidivism in Domestic Violence.
CoRR, 2018

A Scalable and Efficient Subgroup Blocking Scheme for Multidatabase Record Linkage.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2018

Pattern-Mining Based Cryptanalysis of Bloom Filters for Privacy-Preserving Record Linkage.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2018

Using Metric Space Indexing for Complete and Efficient Record Linkage.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2018

Distributed Privacy-Preserving Record Linkage Using Pivot-Based Filter Techniques.
Proceedings of the 34th IEEE International Conference on Data Engineering Workshops, 2018

Scalable Entity Resolution Using Probabilistic Signatures on Parallel Databases.
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

2017
Record Linkage.
Proceedings of the Encyclopedia of Machine Learning and Data Mining, 2017

Guest Editorial Privacy Issues in Internet of Things.
IEEE Internet of Things Journal, 2017

Scalable Entity Resolution Using Probabilistic Signatures on Parallel Databases.
CoRR, 2017

Scalable Multi-Database Privacy-Preserving Record Linkage using Counting Bloom Filters.
CoRR, 2017

Improving Temporal Record Linkage Using Regression Classification.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2017

Efficient Cryptanalysis of Bloom Filters for Privacy-Preserving Record Linkage.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2017

Temporal group linkage and evolution analysis for census data.
Proceedings of the 20th International Conference on Extending Database Technology, 2017

Privacy-Preserving Record Linkage for Big Data: Current Approaches and Research Challenges.
Proceedings of the Handbook of Big Data Technologies, 2017

2016
Automatic Discovery of Abnormal Values in Large Textual Databases.
J. Data and Information Quality, 2016

Privacy-preserving matching of similar patients.
Journal of Biomedical Informatics, 2016

Macro-level information transfer in social media: Reflections of crowd phenomena.
Neurocomputing, 2016

Multi-Party Privacy-Preserving Record Linkage using Bloom Filters.
CoRR, 2016

Application of Advanced Record Linkage Techniques for Complex Population Reconstruction.
CoRR, 2016

A Clustering-Based Framework for Incrementally Repairing Entity Resolution.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2016

Hashing-Based Distributed Multi-party Blocking for Privacy-Preserving Record Linkage.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2016

Active Learning Based Entity Resolution Using Markov Logic.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2016

Scalable Privacy-Preserving Linking of Multiple Databases Using Counting Bloom Filters.
Proceedings of the IEEE International Conference on Data Mining Workshops, 2016

Scalable Block Scheduling for Efficient Multi-database Record Linkage.
Proceedings of the IEEE 16th International Conference on Data Mining, 2016

Efficient Record Linkage Using a Compact Hamming Space.
Proceedings of the 19th International Conference on Extending Database Technology, 2016

2015
Cross-Language Learning from Bots and Users to Detect Vandalism on Wikipedia.
IEEE Trans. Knowl. Data Eng., 2015

Dynamic Sorted Neighborhood Indexing for Real-Time Entity Resolution.
J. Data and Information Quality, 2015

Efficient Interactive Training Selection for Large-Scale Entity Resolution.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2015

Context-Aware Detection of Sneaky Vandalism on Wikipedia Across Multiple Languages.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2015

Clustering-Based Scalable Indexing for Multi-party Privacy-Preserving Record Linkage.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2015

Unsupervised Blocking Key Selection for Real-Time Entity Resolution.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2015

A Clustering-Based Framework to Control Block Sizes for Entity Resolution.
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

MERLIN - A Tool for Multi-party Privacy-Preserving Record Linkage.
Proceedings of the IEEE International Conference on Data Mining Workshop, 2015

Efficient Entity Resolution with Adaptive and Interactive Training Data Selection.
Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

Context-Aware Approximate String Matching for Large-Scale Real-Time Entity Resolution.
Proceedings of the IEEE International Conference on Data Mining Workshop, 2015

Large-Scale Multi-party Counting Set Intersection Using a Space Efficient Global Synopsis.
Proceedings of the Database Systems for Advanced Applications, 2015

Advanced Record Linkage Methods and Privacy Aspects for Population Reconstruction - A Survey and Case Studies.
Proceedings of the Handbuch Fahrerassistenzsysteme, 2015

2014
Context-Aware Dynamic Discovery and Configuration of 'Things' in Smart Environments.
Proceedings of the Big Data and Internet of Things: A Roadmap for Smart Environments, 2014

Challenges for privacy preservation in data integration.
J. Data and Information Quality, 2014

Automatic Record Linkage of Individuals and Households in Historical Census Data.
IJHAC, 2014

Sensing as a service model for smart cities supported by Internet of Things.
Trans. Emerging Telecommunications Technologies, 2014

Context Aware Computing for The Internet of Things: A Survey.
IEEE Communications Surveys and Tutorials, 2014

Trends of news diffusion in social media based on crowd phenomena.
Proceedings of the 23rd International World Wide Web Conference, 2014

Macro-level information transfer across social networks.
Proceedings of the 23rd International World Wide Web Conference, 2014

Sensor discovery and configuration framework for the Internet of Things paradigm.
Proceedings of the IEEE World Forum on Internet of Things, 2014

Noise-Tolerant Approximate Blocking for Dynamic Real-Time Entity Resolution.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2014

A Graph Matching Method for Historical Census Household Linkage.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2014

MOSDEN: An Internet of Things Middleware for Resource Constrained Mobile Devices.
Proceedings of the 47th Hawaii International Conference on System Sciences, 2014

Scalable Privacy-Preserving Record Linkage for Multiple Databases.
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

Forest-Based Dynamic Sorted Neighborhood Indexing for Real-Time Entity Resolution.
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

Privacy Aspects in Big Data Integration: Challenges and Opportunities.
Proceedings of the First International Workshop on Privacy and Secuirty of Big Data, 2014

Uncovering Diffusion in Academic Publications Using Model-Driven and Model-Free Approaches.
Proceedings of the 2014 IEEE Fourth International Conference on Big Data and Cloud Computing, 2014

Dynamic Sorted Neighborhood Indexing for Real-Time Entity Resolution.
Proceedings of the Databases Theory and Applications, 2014

2013
Privacy-preserving record linkage.
Wiley Interdiscip. Rev. Data Min. Knowl. Discov., 2013

A taxonomy of privacy-preserving record linkage techniques.
Inf. Syst., 2013

Modeling Dynamics of Diffusion Across Heterogeneous Social Networks: News Diffusion in Social Media.
Entropy, 2013

Context Aware Computing for The Internet of Things: A Survey
CoRR, 2013

Context-aware Sensor Search, Selection and Ranking Model for Internet of Things Middleware
CoRR, 2013

Dynamic Configuration of Sensors Using Mobile Sensor Hub in Internet of Things Paradigm
CoRR, 2013

Connecting Mobile Things to Global Sensor Network Middleware using System-generated Wrappers
CoRR, 2013

CA4IOT Context Awareness for Internet of Things
CoRR, 2013

Capturing Sensor Data from Mobile Phones using Global Sensor Network Middleware
CoRR, 2013

Sensor Search Techniques for Sensing as a Service Architecture for The Internet of Things.
CoRR, 2013

Sensing as a Service Model for Smart Cities Supported by Internet of Things.
CoRR, 2013

Context Aware Sensor Configuration Model for Internet of Things.
CoRR, 2013

Semantic-driven Configuration of Internet of Things Middleware.
CoRR, 2013

Sensor Discovery and Configuration Framework for The Internet of Things Paradigm.
CoRR, 2013

Context-aware Dynamic Discovery and Configuration of 'Things' in Smart Environments.
CoRR, 2013

MOSDEN: An Internet of Things Middleware for Resource Constrained Mobile Devices.
CoRR, 2013

Semantic-Driven Configuration of Internet of Things Middleware.
Proceedings of the Ninth International Conference on Semantics, Knowledge and Grids, 2013

Context Aware Sensor Configuration Model for Internet of Things.
Proceedings of the ISWC 2013 Posters & Demonstrations Track, 2013

Sorted Nearest Neighborhood Clustering for Efficient Private Blocking.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2013

Cross Language Prediction of Vandalism on Wikipedia Using Article Views and Revisions.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2013

Dynamic Similarity-Aware Inverted Indexing for Real-Time Entity Resolution.
Proceedings of the Trends and Applications in Knowledge Discovery and Data Mining, 2013

Predicting High Impact Academic Papers Using Citation Network Features.
Proceedings of the Trends and Applications in Knowledge Discovery and Data Mining, 2013

Adaptive Temporal Entity Resolution on Dynamic Databases.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2013

Context-Aware Sensor Search, Selection and Ranking Model for Internet of Things Middleware.
Proceedings of the 2013 IEEE 14th International Conference on Mobile Data Management, Milan, Italy, June 3-6, 2013, 2013

Modeling direct and indirect influence across heterogeneous social networks.
Proceedings of the 7th Workshop on Social Network Mining and Analysis, 2013

Dynamic configuration of sensors using mobile sensor hub in internet of things paradigm.
Proceedings of the 2013 IEEE Eighth International Conference on Intelligent Sensors, 2013

Social affinity filtering: recommendation through fine-grained analysis of user interactions and activities.
Proceedings of the Conference on Online Social Networks, 2013

Efficient two-party private blocking based on sorted nearest neighborhood clustering.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

GeCo: an online personal data generator and corruptor.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

Identifying multilingual Wikipedia articles based on cross language similarity and activity.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

Modeling dynamics of meta-populations with a probabilistic approach: global diffusion in social media.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

Flexible and extensible generation and corruption of personal data.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

2012
A Survey of Indexing Techniques for Scalable Record Linkage and Deduplication.
IEEE Trans. Knowl. Data Eng., 2012

New objective functions for social collaborative filtering.
Proceedings of the 21st World Wide Web Conference 2012, 2012

Capturing sensor data from mobile phones using Global Sensor Network middleware.
Proceedings of the 23rd IEEE International Symposium on Personal, 2012

Multiple Instance Learning for Group Record Linkage.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2012

Connecting mobile things to global sensor network middleware using system-generated wrappers.
Proceedings of the Eleventh ACM International Workshop on Data Engineering for Wireless and Mobile Access, 2012

Event Diffusion Patterns in Social Media.
Proceedings of the Sixth International Conference on Weblogs and Social Media, 2012

CA4IOT: Context Awareness for Internet of Things.
Proceedings of the 2012 IEEE International Conference on Green Computing and Communications, 2012

Time-aware topic recommendation based on micro-blogs.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

An Iterative Two-Party Protocol for Scalable Privacy-Preserving Record Linkage.
Proceedings of the Tenth Australasian Data Mining Conference, AusDM 2012, Sydney, 2012

A Bag Reconstruction Method for Multiple Instance Classification and Group Record Linkage.
Proceedings of the Advanced Data Mining and Applications, 8th International Conference, 2012

Data Matching - Concepts and Techniques for Record Linkage, Entity Resolution, and Duplicate Detection.
Data-Centric Systems and Applications, Springer, ISBN: 978-3-642-31164-2, 2012

2011
Robust Record Linkage Blocking Using Suffix Arrays and Bloom Filters.
TKDD, 2011

Analysis of Cluster Migrations Using Self-Organizing Maps.
Proceedings of the New Frontiers in Applied Data Mining, 2011

Automatic Cleaning and Linking of Historical Census Data Using Household Information.
Proceedings of the Data Mining Workshops (ICDMW), 2011

Fake Injection Strategies for Private Phonetic Matching.
Proceedings of the Data Privacy Management and Autonomous Spontaneus Security, 2011

An Efficient Two-Party Protocol for Approximate Matching in Private Record Linkage.
Proceedings of the Ninth Australasian Data Mining Conference, AusDM 2011, Ballarat, 2011

A Supervised Learning and Group Linking Method for Historical Census Household Linkage.
Proceedings of the Ninth Australasian Data Mining Conference, AusDM 2011, Ballarat, 2011

2010
Visualizing temporal cluster changes using Relative Density Self-Organizing Maps.
Knowl. Inf. Syst., 2010

2009
Development and user experiences of an open source data cleaning, deduplication and record linkage system.
SIGKDD Explorations, 2009

Accurate Synthetic Generation of Realistic Personal Information.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2009

Robust record linkage blocking using suffix arrays.
Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

Similarity-aware indexing for real-time entity resolution.
Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

2008
Exploratory Hot Spot Profile Analysis Using Interactive Visual Drill-Down Self-Organizing Maps.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2008

Automatic Training Example Selection for Scalable Unsupervised Record Linkage.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2008

Geocode Matching and Privacy Preservation.
Proceedings of the Privacy, 2008

Febrl -: an open source data cleaning, deduplication and record linkage system with a graphical user interface.
Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2008

Automatic record linkage using seeded nearest neighbour and support vector machine classification.
Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2008

ReDSOM: Relative Density Visualization of Temporal Changes in Cluster Structures Using Self-Organizing Maps.
Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

Towards Scalable Real-Time Entity Resolution using a Similarity-Aware Inverted Index Approach.
Proceedings of the Data Mining and Analytics 2008, 2008

2007
Quality and Complexity Measures for Data Linkage and Deduplication.
Proceedings of the Quality Measures in Data Mining, 2007

Exploratory Multilevel Hot Spot Analysis: Australian Taxation Office Case Study.
Proceedings of the Data Mining and Analytics 2007, 2007

Evaluation of a Graduate Level Data Mining Course with Industry Participants.
Proceedings of the Data Mining and Analytics 2007, 2007

A Two-Step Classification Approach to Unsupervised Record Linkage.
Proceedings of the Data Mining and Analytics 2007, 2007

2006
Privacy-Preserving Data Linkage and Geocoding: Current Approaches and Research Directions.
Proceedings of the Workshops Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

A Comparison of Personal Name Matching: Techniques and Practical Issues.
Proceedings of the Workshops Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

Towards Automated Record Linkage.
Proceedings of the Data Mining and Analytics 2006, 2006

A Probabilistic Geocoding System Utilising a Parcel Based Address File.
Proceedings of the Data Mining - Theory, Methodology, Techniques, and Applications, 2006

2005
Probabilistic Data Generation for Deduplication and Data Linkage.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2005

2004
Some methods for blindfolded record linkage.
BMC Med. Inf. & Decision Making, 2004

Blind Data Linkage Using n-gram Similarity Comparisons.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2004

Febrl - A Parallel Open Source Data Linkage System: http://datamining.anu.edu.au/linkage.html.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2004

2002
Preparation of name and address data for record linkage using hidden Markov models.
BMC Med. Inf. & Decision Making, 2002

2001
Scalable parallel algorithms for surface fitting and data mining.
Parallel Computing, 2001

A Toolbox Approach to Flexible and Efficient Data Mining.
Proceedings of the Knowledge Discovery and Data Mining, 2001

Towards a Parallel Data Mining Toolbox.
Proceedings of the 15th International Parallel & Distributed Processing Symposium (IPDPS-01), 2001

Data Mining of Administrative Claims Data for Pathology Services.
Proceedings of the 34th Annual Hawaii International Conference on System Sciences (HICSS-34), 2001

1999
A parallel iterative linear system solver with dynamic load balancing.
PhD thesis, 1999

A parallel finite element surface fitting algorithm for data mining.
Proceedings of the Parallel Computing: Fundamentals & Applications, 1999

The Integrated Delivery of Large-Scale Data Mining: The ACSys Data Mining Project.
Proceedings of the Large-Scale Parallel Data Mining, 1999

1998
A Parallel Iterative Linear System Solver with Dynamic Load Balancing.
Proceedings of the 12th international conference on Supercomputing, 1998

Dynamic Load Balancing within a Parallel Iterative Linear System Solver.
Proceedings of the High-Performance Computing and Networking, 1998


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