Matthias Renz

Orcid: 0000-0002-2024-7700

Affiliations:
  • University of Kiel, Germany
  • LMU Munich, Germany (former)


According to our database1, Matthias Renz authored at least 173 papers between 2003 and 2024.

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Bibliography

2024
Mobility Data Science: Perspectives and Challenges.
ACM Trans. Spatial Algorithms Syst., June, 2024

A Review of Deep Learning Models for Twitter Sentiment Analysis: Challenges and Opportunities.
IEEE Trans. Comput. Soc. Syst., June, 2024

Project-Specific Research Data Management Beyond Repositories for FAIR Research Practice.
Proceedings of the 20th IEEE International Conference on e-Science, 2024

2023
Erratum to: Vorwort zum Sonderheft "Cross-Domain Fusion".
Inform. Spektrum, December, 2023

A Summary of ICDE 2022 Research Session Panels.
IEEE Data Eng. Bull., 2023

Towards Mobility Data Science (Vision Paper).
CoRR, 2023

Synergize Multidisciplinary Research via Research Data Management.
Proceedings of the IEEE International Conference on Enabling Technologies: Infrastructure for Collaborative Enterprises, 2023

VoCC: Vortex Correlation Clustering Based on Masked Hough Transformation in Spatial Databases.
Proceedings of the 18th International Symposium on Spatial and Temporal Data, 2023

DAF: Data Acquisition Framework to Support Information Extraction from Scientific Publications.
Proceedings of the 15th International Joint Conference on Knowledge Discovery, 2023

SUSTeR: Sparse Unstructured Spatio Temporal Reconstruction on Traffic Prediction.
Proceedings of the 31st ACM International Conference on Advances in Geographic Information Systems, 2023

Integrating Automated Annotation of Magnetic Prospection Data into GIS Workflows in Archaeology (demo paper).
Proceedings of the 31st ACM International Conference on Advances in Geographic Information Systems, 2023

Seq2Space: A Lightweight Solution for Sequence Modelling.
Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023

Implementing a FAIR Information System for Archaeology-Related Interdisciplinary Research.
Proceedings of the 19th IEEE International Conference on e-Science, 2023

2022
Conference Report: The 30th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (ACM SIGSPATIAL 2022) Seattle, Washington, USA November 1-4, 2022.
ACM SIGSPATIAL Special, November, 2022

LocalRec 2022 Workshop Report: The Sixth ACM SIGSPATIAL Workshop on Location-Based Recommendations, Geosocial Networks and Geoadvertising Seattle, Washington, USA, November 1, 2022.
ACM SIGSPATIAL Special, November, 2022

Cross Domain Fusion in der Archäologie - Interview mit Dr. Michael Kempf und Prof. Dr. Oliver Nakoinz.
Inform. Spektrum, 2022

Cross domain fusion for spatiotemporal applications: taking interdisciplinary, holistic research to the next level.
Inform. Spektrum, 2022

Vorwort zum Sonderheft "Cross-Domain Fusion" - Heft 2.
Inform. Spektrum, 2022

Vorwort zum Sonderheft "Cross-Domain Fusion".
Inform. Spektrum, 2022

Interview mit Ulf Leser zu Cross-Domain Fusion.
Inform. Spektrum, 2022

Getting the big picture in cross-domain fusion.
Inform. Spektrum, 2022

Mobility Data Science (Dagstuhl Seminar 22021).
Dagstuhl Reports, 2022

Crack Detection and Localization based on Spatio-Temporal Data using Residual Networks.
Proceedings of the SSDBM 2022: 34th International Conference on Scientific and Statistical Database Management, Copenhagen, Denmark, July 6, 2022

Tracking the Evolution of Water Flow Patterns Based on Spatio-Temporal Particle Flow Clusters.
Proceedings of the 23rd IEEE International Conference on Mobile Data Management, 2022

QDPN - Quasi-dual-path Network for single-channel Speech Separation.
Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

Data Fusion for Connectivity Analysis between Ocean Regions.
Proceedings of the 18th IEEE International Conference on e-Science, 2022

A Framework for Extracting Scientific Measurements and Geo-Spatial Information from Scientific Literature.
Proceedings of the 18th IEEE International Conference on e-Science, 2022

SFSRNet: Super-resolution for Single-Channel Audio Source Separation.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

Complete and Sufficient Spatial Domination of Multidimensional Rectangles.
Proceedings of the Spatial Gems, Volume 1, 2022

2021
LocalRec 2021 Workshop Report: The Fifth ACM SIGSPATIAL Workshop on Location-Based Recommendations, Geosocial Networks and Geoadvertising: online event - November 2, 2021.
ACM SIGSPATIAL Special, November, 2021

Where have all the larvae gone? Towards Fast Main Pathway Identification from Geospatial Trajectories.
Proceedings of the 17th International Symposium on Spatial and Temporal Databases, 2021

Geo-Quantities: A Framework for Automatic Extraction of Measurements and Spatial Context from Scientific Documents.
Proceedings of the 17th International Symposium on Spatial and Temporal Databases, 2021

Towards a Learned Index Structure for Approximate Nearest Neighbor Search Query Processing.
Proceedings of the Similarity Search and Applications - 14th International Conference, 2021

A Cost Model for Reverse Nearest Neighbor Query Processing on R-Trees Using Self Pruning.
Proceedings of the Similarity Search and Applications - 14th International Conference, 2021

2020
The Fourth ACM SIGSPATIAL Workshop on Location-Based Recommendations, Geosocial Networks and Geoadvertising: online event - November 3, 2020: LocalRec 2020 workshop report.
ACM SIGSPATIAL Special, 2020

Complete and Sufficient Spatial Domination of Multidimensional Rectangles.
CoRR, 2020

2019
LocalRec 2019 workshop report: The Third ACM SIGSPATIAL Workshop on Location-Based Recommendations, Geosocial Networks and Geoadvertising: Chicago, Illinois, USA - November 5, 2019.
ACM SIGSPATIAL Special, 2019

2018
Multi step Query Processing.
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

Efficient Information Flow Maximization in Probabilistic Graphs.
IEEE Trans. Knowl. Data Eng., 2018

LocalRec 2018 workshop report the second ACM SIGSPATIAL workshop on recommendations for location-based services and social networks<sup>*</sup> Seattle, Washington, USA - November 6, 2018.
ACM SIGSPATIAL Special, 2018

Editorial: Advances in spatial and temporal databases.
GeoInformatica, 2018

Data Fusion of Diverse Data Sources: Enrich Spatial Data Knowledge Using HINs.
Proceedings of the Fifth International ACM SIGMOD Workshop on Managing and Mining Enriched Geo-Spatial Data, 2018

Efficient Information Flow Maximization in Probabilistic Graphs (Extended Abstract).
Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

Pattern Search in Temporal Social Networks.
Proceedings of the 21st International Conference on Extending Database Technology, 2018

GeoTeGra: A System for the Creation of Knowledge Graph Based on Social Network Data with Geographical and Temporal Information.
Proceedings of the IEEE/ACM 2018 International Conference on Advances in Social Networks Analysis and Mining, 2018

2017
R*-Tree.
Proceedings of the Encyclopedia of GIS., 2017

ACM SIGSPATIAL 2016 conference report: the 24th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (ACM SIGSPATIAL 2016): San Francisco Bay Area, California, USA October 31-November 36, 2016.
ACM SIGSPATIAL Special, 2017

Localrec 2017 workshop report: the First ACM SIGSPATIAL Workshop on Recommendations for Location-Based Services and Social Networks: Redondo Beach, California, USA - November 7, 2017.
ACM SIGSPATIAL Special, 2017

Uncertain Voronoi cell computation based on space decomposition.
GeoInformatica, 2017

Knowledge extraction from crowdsourced data for the enrichment of road networks.
GeoInformatica, 2017

Handling Uncertainty in Geo-Spatial Data.
Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

Scenic Routes Now: Efficiently Solving the Time-Dependent Arc Orienteering Problem.
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

2016
ACM SIGSPATIAL 2015 conference report: the 23rd ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (ACM SIGSPATIAL 2015) Seattle, Washington, USA - November 3-6, 2015.
ACM SIGSPATIAL Special, 2016

TrendTracker: Modelling the Motion of Trends in Space and Time.
Proceedings of the IEEE International Conference on Data Mining Workshops, 2016

Indexing multi-metric data.
Proceedings of the 32nd IEEE International Conference on Data Engineering, 2016

2015
On reverse-k-nearest-neighbor joins.
GeoInformatica, 2015

Similarity search in fuzzy object databases.
Proceedings of the 27th International Conference on Scientific and Statistical Database Management, 2015

Knowledge-Enriched Route Computation.
Proceedings of the Advances in Spatial and Temporal Databases, 2015

Minimal Spatio-Temporal Database Repairs.
Proceedings of the Advances in Spatial and Temporal Databases, 2015

Geo-Social Co-location Mining.
Proceedings of the Second International ACM Workshop on Managing and Mining Enriched Geo-Spatial Data, 2015

LocalRec'15: Workshop on Location-Aware Recommendations.
Proceedings of the 9th ACM Conference on Recommender Systems, 2015

A framework for computation of popular paths from crowdsourced data.
Proceedings of the 31st IEEE International Conference on Data Engineering, 2015

2014
An extendable framework for managing uncertain spatio-temporal data.
Proceedings of the International Conference on Management of Data, 2014

Representative clustering of uncertain data.
Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

Managing uncertainty in spatial and spatio-temporal data.
Proceedings of the IEEE 30th International Conference on Data Engineering, Chicago, 2014

Towards knowledge-enriched path computation.
Proceedings of the 22nd ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2014

Continuous Quantile Query Processing in Wireless Sensor Networks.
Proceedings of the 17th International Conference on Extending Database Technology, 2014

Monitoring Probabilistic Threshold SUM Query Processing in Uncertain Streams.
Proceedings of the Database Systems for Advanced Applications, 2014

Reverse-Nearest Neighbor Queries on Uncertain Moving Object Trajectories.
Proceedings of the Database Systems for Advanced Applications, 2014

Geo-Social Skyline Queries.
Proceedings of the Database Systems for Advanced Applications, 2014

Uncertain Data Classification.
Proceedings of the Data Classification: Algorithms and Applications, 2014

2013
Probabilistic Nearest Neighbor Queries on Uncertain Moving Object Trajectories.
Proc. VLDB Endow., 2013

Model-based probabilistic frequent itemset mining.
Knowl. Inf. Syst., 2013

Spatial inverse query processing.
GeoInformatica, 2013

Autonomous clustering for wireless sensor networks.
Proceedings of the Conference on Scientific and Statistical Database Management, 2013

Reverse-k-Nearest-Neighbor Join Processing.
Proceedings of the Advances in Spatial and Temporal Databases, 2013

Similarity Search on Uncertain Spatio-temporal Data.
Proceedings of the Similarity Search and Applications - 6th International Conference, 2013

Optimal Distance Bounds for the Mahalanobis Distance.
Proceedings of the Similarity Search and Applications - 6th International Conference, 2013

Cost-Based Quantile Query Processing in Wireless Sensor Networks.
Proceedings of the 2013 IEEE 14th International Conference on Mobile Data Management, Milan, Italy, June 3-6, 2013, 2013

Voronoi-based nearest neighbor search for multi-dimensional uncertain databases.
Proceedings of the 29th IEEE International Conference on Data Engineering, 2013

Minimal spatio-temporal database repairs.
Proceedings of the 21st SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2013

A Mutual Pruning Approach for RkNN Join Processing.
Proceedings of the Datenbanksysteme für Business, 2013

2012
Highlights from QuEST 2011: 2nd SIGSPATIAL ACM GIS 2011 International Workshop on Querying and Mining Uncertain Spatio-Temporal Data: (Chicago, IL - November 1, 2011).
ACM SIGSPATIAL Special, 2012

Efficient Traffic Density Prediction in Road Networks Using Suffix Trees.
Künstliche Intell., 2012

Continuous Probabilistic Sum Queries in Wireless Sensor Networks with Ranges.
Proceedings of the Scientific and Statistical Database Management, 2012

Probabilistic Frequent Pattern Growth for Itemset Mining in Uncertain Databases.
Proceedings of the Scientific and Statistical Database Management, 2012

Querying Uncertain Spatio-Temporal Data.
Proceedings of the IEEE 28th International Conference on Data Engineering (ICDE 2012), 2012

Exploration of monte-carlo based probabilistic query processing in uncertain graphs.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

Indexing uncertain spatio-temporal data.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

Probabilistic ranking in fuzzy object databases.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

2011
Efficient Probabilistic Reverse Nearest Neighbor Query Processing on Uncertain Data.
Proc. VLDB Endow., 2011

Continuous Inverse Ranking Queries in Uncertain Streams.
Proceedings of the Scientific and Statistical Database Management, 2011

MARiO: Multi-Attribute Routing in Open Street Map.
Proceedings of the Advances in Spatial and Temporal Databases, 2011

Continuous Probabilistic Count Queries in Wireless Sensor Networks.
Proceedings of the Advances in Spatial and Temporal Databases, 2011

A Visual Evaluation Framework for Spatial Pruning Methods.
Proceedings of the Advances in Spatial and Temporal Databases, 2011

TiP: Analyzing Periodic Time Series Patterns.
Proceedings of the Advances in Spatial and Temporal Databases, 2011

Quality of Similarity Rankings in Time Series.
Proceedings of the Advances in Spatial and Temporal Databases, 2011

Inverse Queries for Multidimensional Spaces.
Proceedings of the Advances in Spatial and Temporal Databases, 2011

A novel probabilistic pruning approach to speed up similarity queries in uncertain databases.
Proceedings of the 27th International Conference on Data Engineering, 2011

Proximity queries in time-dependent traffic networks using graph embeddings.
Proceedings of the 4th ACM SIGSPATIAL International Workshop on Computational Transportation Science 2011, 2011

2010
Scalable Probabilistic Similarity Ranking in Uncertain Databases.
IEEE Trans. Knowl. Data Eng., 2010

QUeST 2009 Workshop Report: The 1st International Workshop on Querying and Mining Uncertain Spatio-Temporal Data (Seattle, Washington - November 3, 2009).
ACM SIGSPATIAL Special, 2010

Metric spaces in data mining: applications to clustering.
ACM SIGSPATIAL Special, 2010

Similarity Search and Mining in Uncertain Databases.
Proc. VLDB Endow., 2010

Probabilistic Frequent Pattern Growth for Itemset Mining in Uncertain Databases (Technical Report)
CoRR, 2010

Towards Archaeo-informatics: Scientific Data Management for Archaeobiology.
Proceedings of the Scientific and Statistical Database Management, 2010

Subspace Similarity Search: Efficient k-NN Queries in Arbitrary Subspaces.
Proceedings of the Scientific and Statistical Database Management, 2010

PAROS: pareto optimal route selection.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2010

Boosting spatial pruning: on optimal pruning of MBRs.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2010

Route skyline queries: A multi-preference path planning approach.
Proceedings of the 26th International Conference on Data Engineering, 2010

Subspace similarity search using the ideas of ranking and top-k retrieval.
Proceedings of the Workshops Proceedings of the 26th International Conference on Data Engineering, 2010

Exploiting local node cache in top-k queries within wireless sensor networks.
Proceedings of the 18th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2010

Memory-efficient A*-search using sparse embeddings.
Proceedings of the 18th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2010

Reverse k-Nearest Neighbor monitoring on mobile objects.
Proceedings of the 18th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2010

Similarity Search in Time Series of Dynamical Model-based Systems.
Proceedings of the Database and Expert Systems Applications, 2010

2009
Multi-Step Query Processing.
Proceedings of the Encyclopedia of Database Systems, 2009

Scalable Probabilistic Similarity Ranking in Uncertain Databases (Technical Report)
CoRR, 2009

Reverse k-Nearest Neighbor Search Based on Aggregate Point Access Methods.
Proceedings of the Scientific and Statistical Database Management, 2009

Probabilistic Similarity Search for Uncertain Time Series.
Proceedings of the Scientific and Statistical Database Management, 2009

Incremental Reverse Nearest Neighbor Ranking in Vector Spaces.
Proceedings of the Advances in Spatial and Temporal Databases, 2009

Hot Item Detection in Uncertain Data.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2009

Probabilistic frequent itemset mining in uncertain databases.
Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28, 2009

Incremental Reverse Nearest Neighbor Ranking.
Proceedings of the 25th International Conference on Data Engineering, 2009

Constrained reverse nearest neighbor search on mobile objects.
Proceedings of the 17th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2009

Reverse k-nearest neighbor search in dynamic and general metric databases.
Proceedings of the EDBT 2009, 2009

Techniques for Efficiently Searching in Spatial, Temporal, Spatio-temporal, and Multimedia Databases.
Proceedings of the Database Systems for Advanced Applications, 2009

Probabilistic Ranking in Uncertain Vector Spaces.
Proceedings of the Database Systems for Advanced Applications, 2009

Periodic Pattern Analysis in Time Series Databases.
Proceedings of the Database Systems for Advanced Applications, 2009

OSSOBOOK: database and knowledgemanagement techniques for archaeozoology.
Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

2008
R*-Tree.
Proceedings of the Encyclopedia of GIS., 2008

Hierarchical Graph Embedding for Efficient Query Processing in Very Large Traffic Networks.
Proceedings of the Scientific and Statistical Database Management, 2008

ProUD: Probabilistic Ranking in Uncertain Databases.
Proceedings of the Scientific and Statistical Database Management, 2008

Statistical Density Prediction in Traffic Networks.
Proceedings of the SIAM International Conference on Data Mining, 2008

Similarity Search in Multimedia Time Series Data Using Amplitude-Level Features.
Proceedings of the Advances in Multimedia Modeling, 2008

Efficient Query Processing in Large Traffic Networks.
Proceedings of the 24th International Conference on Data Engineering, 2008

T-Time: Threshold-Based Data Mining on Time Series.
Proceedings of the 24th International Conference on Data Engineering, 2008

Continuous proximity monitoring in road networks.
Proceedings of the 16th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2008

Approximate Clustering of Time Series Using Compact Model-Based Descriptions.
Proceedings of the Database Systems for Advanced Applications, 2008

Analysis of Time Series Using Compact Model-Based Descriptions.
Proceedings of the Database Systems for Advanced Applications, 2008

08421 Working Group: Imprecision, Diversity and Uncertainty: Disentangling Threads in Uncertainty Management.
Proceedings of the Uncertainty Management in Information Systems, 12.10. - 17.10.2008, 2008

08421 Working Group: Lineage/Provenance.
Proceedings of the Uncertainty Management in Information Systems, 12.10. - 17.10.2008, 2008

2007
Efficient reverse <i>k</i>-nearest neighbor estimation.
Inform. Forsch. Entwickl., 2007

Generalizing the Optimality of Multi-step <i>k</i> -Nearest Neighbor Query Processing.
Proceedings of the Advances in Spatial and Temporal Databases, 2007

Proximity queries in large traffic networks.
Proceedings of the 15th ACM International Symposium on Geographic Information Systems, 2007

Probabilistic Nearest-Neighbor Query on Uncertain Objects.
Proceedings of the Advances in Databases: Concepts, 2007

Interval-Focused Similarity Search in Time Series Databases.
Proceedings of the Advances in Databases: Concepts, 2007

Efficient Reverse k-Nearest Neighbor Estimation.
Proceedings of the Datenbanksysteme in Business, 2007

2006
Enhanced query processing on complex spatial and temporal data.
PhD thesis, 2006

Komplexe Objektbeschreibungen zur Suche in Multimedia-Datenbanken.
Datenbank-Spektrum, 2006

Time Series Analysis Using the Concept of Adaptable Threshold Similarity.
Proceedings of the 18th International Conference on Scientific and Statistical Database Management, 2006

Efficient reverse k-nearest neighbor search in arbitrary metric spaces.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2006

ViEWNet: Visual Exploration of Region-Wide Traffic Networks.
Proceedings of the 22nd International Conference on Data Engineering, 2006

Threshold Similarity Queries in Large Time Series Databases.
Proceedings of the 22nd International Conference on Data Engineering, 2006

TQuEST: Threshold Query Execution for Large Sets of Time Series.
Proceedings of the Advances in Database Technology, 2006

Similarity Search on Time Series Based on Threshold Queries.
Proceedings of the Advances in Database Technology, 2006

Probabilistic Similarity Join on Uncertain Data.
Proceedings of the Database Systems for Advanced Applications, 2006

Approximate reverse k-nearest neighbor queries in general metric spaces.
Proceedings of the 2006 ACM CIKM International Conference on Information and Knowledge Management, 2006

Semi-Supervised Threshold Queries on Pharmacogenomics Time Sequences.
Proceedings of 4th Asia-Pacific Bioinformatics Conference. 13-16 February 2006, 2006

2005
Approximated Clustering of Distributed High-Dimensional Data.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2005

Database Support for Haptic Exploration in Very Large Virtual Environments.
Proceedings of the 11th International Conference on Multi Media Modeling (MMM 2005), 2005

Efficient Join Processing for Complex Rasterized Objects.
Proceedings of the ICEIS 2005, 2005

A Generic Framework for Efficient Subspace Clustering of High-Dimensional Data.
Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005), 2005

Distributed Intersection Join of Complex Interval Sequences.
Proceedings of the Database Systems for Advanced Applications, 2005

2004
Der virtualle Prototyp: Datenbankunterstützung für CAD-Anwendungen.
Datenbank-Spektrum, 2004

Spatial Join for High-Resolution Objects.
Proceedings of the 16th International Conference on Scientific and Statistical Database Management (SSDBM 2004), 2004

Efficient Query Processing on Relational Data-Partitioning Index Structures.
Proceedings of the 16th International Conference on Scientific and Statistical Database Management (SSDBM 2004), 2004

Object-relational management of complex geographical objects.
Proceedings of the 12th ACM International Workshop on Geographic Information Systems, 2004

Effective Decompositioning of Complex Spatial Objects into Intervals.
Proceedings of the IASTED International Conference on Databases and Applications, 2004

Statistic Driven Acceleration of Object-Relational Space-Partitioning Index Structures.
Proceedings of the Database Systems for Advances Applications, 2004

2003
Acceleration of Relational Index Structures Based on Statistics.
Proceedings of the 15th International Conference on Scientific and Statistical Database Management (SSDBM 2003), 2003

Stochastic Driven Relational R-Tree.
Proceedings of the Anais GEOINFO 2003, 2003

Efficient Query Processing on the Relational Quadtree.
Proceedings of the Anais GEOINFO 2003, 2003

Spatial Data Management for Virtual Product Development.
Proceedings of the Computer Science in Perspective, Essays Dedicated to Thomas Ottmann, 2003


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