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ORCIDPeter Baumann 0001
Person information
- affiliation: Jacobs University, Bremen, Germany
Other persons with the same name
- Peter Baumann — disambiguation page
- Peter Baumann 0002 — Department of Philosophy, University of Aberdeen, UK
- Peter Baumann 0003 — Northwestern University, Department of Linguistics, Evanston, IL, USA
- Peter Baumann 0004 — University of Freiburg, Germany
- Peter Baumann 0005 — FhG-IGD Darmstadt, Germany
- Peter Baumann 0006 — University of Zurich, Switzerland
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2020 – today
- 2024
[j18]Peter Baumann
:
On the analysis-readiness of spatio-temporal Earth data and suggestions for its enhancement. Environ. Model. Softw. 176: 106017 (2024)- [c103]Peter Baumann, Colin Price, Karl Zinglersen, Zafer Aslan:
Federated AI-Cubes for ISR and Tactical Data Availability At Scale. IGARSS 2024: 3724-3727 - 2023
- [j17]Sebastián Villarroya, Peter Baumann:
A survey on machine learning in array databases. Appl. Intell. 53(9): 9799-9822 (2023) - [c102]Dimitar Misev, Mikhail Rodionychev, Peter Baumann:
Performance of Null Handling in Array Databases. IEEE Big Data 2023: 247-254 - 2022
- [j16]Amirpasha Mozaffari, Michael Langguth, Bing Gong, Jessica Ahring, Adrian Rojas Campos, Pascal Nieters, Otoniel José Campos Escobar, Martin Wittenbrink, Peter Baumann, Martin G. Schultz:
HPC-oriented Canonical Workflows for Machine Learning Applications in Climate and Weather Prediction. Data Intell. 4(2): 271-285 (2022) - [j15]Dimitar Misev, Peter Baumann:
Space Cubes: Satellite On-Board Processing of Datacube Queries. Open J. Internet Things 8(1): 44-53 (2022) - [c101]Peter Baumann, Johannes Boensmann, Bang Pham Huu:
Building the Next-Generation Radio Networks Planning Infrastructure using Datacubes. IEEE Big Data 2022: 1784-1792 - [c100]Otoniel José Campos Escobar, Peter Baumann:
Implementation Roadmap for Neural Networks in Array Databases. CSCI 2022: 107-113 - [c99]Peter Baumann, Colin Price, Karl Zinglersen, Ralf Berger, Arnold Tafferner, Caroline Reitwiesner, Bruno Neininger, Rene Heise:
Enhanced Insight for Environment and Security: The Cube4Envsec Initiative. IGARSS 2022: 5023-5026 - [c98]Peter Baumann:
The rasdaman Array DBMS: Concepts, Architecture, and What People Do With It. SSDBM 2022: 27:1 - 2021
- [j14]Peter Baumann:
A general conceptual framework for multi-dimensional spatio-temporal data sets. Environ. Model. Softw. 143: 105096 (2021) - [j13]Peter Baumann, Dimitar Misev, Vlad Merticariu, Bang Pham Huu:
Array databases: concepts, standards, implementations. J. Big Data 8(1): 28 (2021) - [c97]Peter Baumann:
Towards a Model-Driven Datacube Analytics Language. IEEE BigData 2021: 3740-3746 - [c96]Peter Baumann:
The OGC/ISO coverage API standards: Heavy-lifting APIs for massive multi-dimensional data. SpatialAPI@SIGSPATIAL 2021: 5:1-5:2 - [c95]Peter Baumann:
Coverage Standards as a Mature Interoperability-Enabling Implementation Platform. IGARSS 2021: 7795-7798 - 2020
- [c94]Otoniel José Campos Escobar, Dimitar Misev, Peter Baumann:
Making an Array Database Language Server-Side Extensible. IEEE BigData 2020: 2743-2750 - [c93]Sebastián Villarroya, Peter Baumann:
On the Integration of Machine Learning and Array Databases. ICDE 2020: 1786-1789 - [c92]Peter Baumann:
Big Data Standards and Analysis-Readiness: Status and Evolution. IGARSS 2020: 3094-3096 - [c91]Peter Baumann:
How Databases NoSQL Helps Teaching Databases, Geometry, and Remote Sensing Simultaneously. IGARSS 2020: 3151-3153 - [c90]Peter Baumann, Rasdaman Team:
The EarthServer Global Datacube Federation. IGARSS 2020: 3192-3194 - [c89]Peter Baumann:
Arrays in Databases: from Underdog to First-Class Citizen. SSDBM 2020: 31:1-31:5
2010 – 2019
- 2019
- [c88]Dimitar Misev, Peter Baumann, Dimitris Bellos, Stefan Wiehle:
BigDataCube: A Scalable, Federated Service Platform for Copernicus. IEEE BigData 2019: 4103-4112 - [c87]Vlad Merticariu, Peter Baumann:
rasdaman: Open Standards Based Scalable Datacube Analytics. SpatialAPI@SIGSPATIAL 2019: 5:1-5:2 - [c86]Dimitar Misev, Peter Baumann:
Remote Sensing Analytics in Databases with ISO SQL/MDA. IGARSS 2019: 4515-4518 - [c85]Peter Baumann:
From Sensor-Centric to User-Centric - when are data Analysis-Ready? IGARSS 2019: 4779-4782 - [c84]Vlad Merticariu, Peter Baumann:
Massively Distributed Datacube Processing. IGARSS 2019: 4787-4790 - [c83]Katharina Schleidt, Peter Baumann:
Interconnecting Sensor Data and Datacubes. IGARSS 2019: 5555-5558 - [c82]Peter Baumann, Dimitar Misev:
Access Control on Big Data and Small Pixels: How to Achieve Privacy and Security. IGARSS 2019: 5671-5674 - 2018
- [c81]Brennan Bell, Tilman Dinter, Vlad Merticariu, Bang Pham Huu, Dimitar Misev, Peter Baumann:
Navigating Sea-Ice Timeseries Data using Tracklines. eScience 2018: 392 - [c80]Peter Baumann, Katrin Kohler, Vlad Merticariu, Ismoil Isroilov:
Using Datacube Technology for In-Situ-Enhanced Precision Farming. BigSpatial@SIGSPATIAL 2018: 10-15 - [c79]Peter Baumann, Dimitar Misev, Vlad Merticariu, Bang Pham Huu, Brennan Bell:
rasdaman: Spatio-temporal datacubes on steroids. SIGSPATIAL/GIS 2018: 604-607 - [c78]Peter Baumann, Dimitar Misev, Vlad Merticariu, Bang Pham Huu, Brennan Bell:
Datacubes: A Technology Survey. IGARSS 2018: 430-433 - [c77]Peter Baumann:
Datacube Standards and their Contribution to Analysis-Ready Data. IGARSS 2018: 2051-2053 - 2017
- [c76]Angelos Tzotsos, Athanasios Karmas, Vlad Merticariu, Dimitar Misev, Peter Baumann:
A datacube approach to agro-geoinformatics. Agro-Geoinformatics 2017: 1-6 - [c75]Peter Baumann:
Standardizing big earth datacubes. IEEE BigData 2017: 67-73 - [c74]Peter Baumann, Eric Hirschorn, Joan Masó, Vlad Merticariu, Dimitar Misev:
All in One: Encoding spatio-temporal big data in XML, JSON, and RDF without information loss. IEEE BigData 2017: 3406-3415 - [c73]Peter Baumann:
Big data meets Internet of Things: A standards-based perspective. IGARSS 2017: 5571-5573 - [c72]Veranika Liaukevich, Dimitar Misev, Peter Baumann, Vlad Merticariu:
Location and Processing Aware Datacube Caching. SSDBM 2017: 34:1-34:6 - 2016
- [j12]Peter Baumann, Paolo Mazzetti, Joachim Ungar, Roberto Barbera, Damiano Barboni, Alan Beccati, Lorenzo Bigagli, Enrico Boldrini, Riccardo Bruno, Antonio Calanducci, Piero Campalani, D. Oliver Clements, Alex Mircea Dumitru, Mike Grant, Pasquale Herzig, George Kakaletris, John Laxton, Panagiota Koltsida, Kinga Lipskoch, Alireza Rezaei Mahdiraji, Simone Mantovani, Vlad Merticariu, Antonio Messina, Dimitar Misev, Stefano Natali, Stefano Nativi, Jelmer Oosthoek, Marco Pappalardo, James Passmore, Angelo Pio Rossi, Francesco Rundo, Marcus Sen, Vittorio Sorbera, Don V. Sullivan, Mario Torrisi, Leonardo Trovato, Maria Grazia Veratelli, Sebastian Wagner:
Big Data Analytics for Earth Sciences: the EarthServer approach. Int. J. Digit. Earth 9(1): 3-29 (2016) - [c71]Peter Baumann, Angelo Pio Rossi:
Datacubes as a service paradigm. IGARSS 2016: 186-188 - [c70]Peter Baumann:
A voyage through dimensions: Recent innovations in geospatial coverages. IGARSS 2016: 3599-3601 - [c69]Peter Baumann, Eric Hirschorn, Joan Masó, Alex Mircea Dumitru, Vlad Merticariu:
Taming twisted cubes. GeoRich@SIGMOD 2016: 1:1-1:6 - [c68]Alex Mircea Dumitru, Vlad Merticariu, Peter Baumann:
Array Database Scalability: Intercontinental Queries on Petabyte Datasets. SSDBM 2016: 25:1-25:5 - [e2]Peter Baumann, Ioana Manolescu-Goujot, Luca Trani, Yannis E. Ioannidis, Gergely Gábor Barnaföldi, László Dobos, Evelin Bányai:
Proceedings of the 28th International Conference on Scientific and Statistical Database Management, SSDBM 2016, Budapest, Hungary, July 18-20, 2016. ACM 2016, ISBN 978-1-4503-4215-5 [contents] - 2015
- [j11]Peng Yue, Rahul Ramachandran, Peter Baumann:
Editorial: intelligent GIServices. Earth Sci. Informatics 8(3): 461-462 (2015) - [j10]Peng Yue, Peter Baumann, Kaylin M. Bugbee, Liangcun Jiang:
Towards intelligent GIServices. Earth Sci. Informatics 8(3): 463-481 (2015) - [j9]Jinsongdi Yu, Peter Baumann, Shirley Y. Crompton, Sheng Wu, Yimin Lu:
Facilitate earth science data interoperability using the SCIDIP-ES data virtualisation toolkit. Earth Sci. Informatics 8(3): 711-719 (2015) - [j8]Panagiotis Liakos, Panagiota Koltsida, George Kakaletris, Peter Baumann, Yannis E. Ioannidis, Alex Delis:
A Distributed Infrastructure for Earth-Science Big Data Retrieval. Int. J. Cooperative Inf. Syst. 24(2): 1550002:1-1550002:32 (2015) - [c67]Alireza Rezaei Mahdiraji, Peter Baumann:
MQuery: A query language for scientific meshes. IEEE BigData 2015: 1831-1838 - [c66]Peter Baumann, Vlad Merticariu:
On the efficient evaluation of array joins. IEEE BigData 2015: 2046-2055 - [c65]Peter Baumann, Dimitar Misev:
Enhancing science support in SQL. IEEE BigData 2015: 2201-2204 - [c64]Dimitar Misev, Peter Baumann:
Homogenizing Data and Metadata Retrieval in Scientific Applications. DOLAP 2015: 25-34 - [c63]Andrej Andrejev, Dimitar Misev, Peter Baumann, Tore Risch:
Spatio-Temporal Gridded Data Processing on the Semantic Web. DSDIS 2015: 38-45 - [c62]Alireza Rezaei Mahdiraji, Peter Baumann:
Using Graph Traversal in Scientific Data Interpolation. EDBT/ICDT Workshops 2015: 133-140 - [c61]Jinsongdi Yu, Peter Baumann:
Serving spatio-temporal grids: How standards help. Geoinformatics 2015: 1-6 - [c60]Peter Baumann, Alex Mircea Dumitru, Vlad Merticariu:
Grooming big data from afar. SIGSPATIAL/GIS 2015: 64:1-64:4 - [c59]George Merticariu, Dimitar Misev, Peter Baumann:
Towards a General Array Database Benchmark: Measuring Storage Access. WBDB 2015: 40-67 - 2014
- [j7]Jinsongdi Yu, Peter Baumann, Dimitar Misev, Piero Campalani, Mirko Albani, Fulvio Marelli, David Giaretta, Shirley Y. Crompton:
Point of view: Long-Term access to Earth Archives across Multiple Disciplines. Comput. Stand. Interfaces 36(6): 909-917 (2014) - [c58]Panagiotis Liakos, Panagiota Koltsida, George Kakaletris, Peter Baumann:
xWCPS: Bridging the Gap Between Array and Semi-structured Data. EKAW (Satellite Events) 2014: 120-123 - [c57]Alex Mircea Dumitru, Vlad Merticariu, Peter Baumann:
Exploring Cloud Opportunities from an Array Database Perspective. DanaC@SIGMOD 2014: 10:1-10:4 - [c56]Dimitar Misev, Peter Baumann:
Extending the SQL array concept to support scientific analytics. SSDBM 2014: 10:1-10:11 - [c55]Alireza Rezaei Mahdiraji, Peter Baumann:
Processing scientific mesh queries in graph databases. WWW (Companion Volume) 2014: 1163-1168 - 2013
- [c54]Alireza Rezaei Mahdiraji, Peter Baumann, Guntram Berti:
ImG-complex: graph data model for topology of unstructured meshes. CIKM 2013: 1619-1624 - [c53]Piero Campalani, Alan Beccati, Peter Baumann:
Improving Efficiency of Grid Representation in GML. EnviroInfo 2013: 703-708 - [c52]Peter Baumann, Alex Mircea Dumitru, Vlad Merticariu, Dimitar Misev, Mihaela Rusu:
Breaking the big data barrier by enhancing on-board sensor flexibility. BigSpatial@SIGSPATIAL 2013: 32-36 - [c51]Peter Baumann, Alex Mircea Dumitru, Vlad Merticariu:
The Array Database That Is Not a Database: File Based Array Query Answering in Rasdaman. SSTD 2013: 478-483 - [c50]Piero Campalani, Dimitar Misev, Alan Beccati, Peter Baumann:
Making Time Just Another Axis in Geospatial Services. TIME 2013: 133-140 - 2012
- [j6]Dimitar Misev, Peter Baumann, Jürgen Seib:
Towards Large-Scale Meteorological Data Services: A Case Study. Datenbank-Spektrum 12(3): 183-192 (2012) - [c49]Peter Baumann, Piero Campalani, Jinsongdi Yu, Dimitar Misev:
Finding my CRS: a systematic way of identifying CRSs. SIGSPATIAL/GIS 2012: 71-78 - [c48]Peter Baumann, Dimitar Misev:
Towards scalable ad-hoc climate anomalies search. BigSpatial@SIGSPATIAL 2012: 101-110 - [c47]Dimitar Misev, Mihaela Rusu, Peter Baumann:
A Semantic Resolver for Coordinate Reference Systems. W2GIS 2012: 47-56 - [c46]Peter Baumann, Heinrich Stamerjohanns:
Towards a Systematic Benchmark for Array Database Systems. WBDB 2012: 94-102 - 2011
- [c45]Peter Baumann:
Large-scale array analytics: taming the data tsunami. CIKM 2011: 2599-2600 - [c44]Peter Baumann:
Accelerating computationally intensive queries on massive earth science data: (system demonstration). EDBT/ICDT Array Databases Workshop 2011: 31-35 - [c43]Peter Baumann:
How to INSPIRE Citizens: Towards Open Access to High-Volume Public Sector Geodata. EGOVIS 2011: 264-276 - [c42]Peter Baumann, Sönke Holsten:
A Comparative Analysis of Array Models for Databases. FGIT-DTA/BSBT 2011: 80-89 - [c41]Peter Baumann, Roger Brackin, Michael Owonibi, Tim Cutsworth:
Towards Standards-Based, Interoperable Geo Image Processing Services. Geoinformatik 2011: 157-164 - [c40]Xia Wang, Peter Baumann:
Applying WCO ontology to geospatial web coverage services. GIS-SSO 2011: 40-46 - [c39]Jinsongdi Yu, Peter Baumann, Xia Wang:
RPRA: A novel approach to mastering geospatial web service testing complexity. ICSDM 2011: 252-256 - [c38]Xia Wang, Jinsongdi Yu, Peter Baumann:
A Web Coverage Ontology for Geospatial Web Applications. ICSC 2011: 216-223 - [c37]André Santanchè, Peter Baumann, Diego Costa, Nicolas Oliveira:
A component and query approach for scientific data exploration applications. SOCA 2011: 1-8 - [e1]Peter Baumann, Bill Howe, Kjell Orsborn, Silvia Stefanova:
Proceedings of the 2011 EDBT/ICDT Workshop on Array Databases, Uppsala, Sweden, March 25, 2011. ACM 2011, ISBN 978-1-4503-0614-0 [contents] - 2010
- [j5]Peter Baumann:
The OGC web coverage processing service (WCPS) standard. GeoInformatica 14(4): 447-479 (2010) - [c36]Salahaldin Juba, Peter Baumann:
A Coverage Representation Model Based on Explicit Topology. ADBIS 2010: 278-288 - [c35]Jinsongdi Yu, Xia Wang, Peter Baumann:
A Specification-Oriented Geospatial Coverage Ontology Study. ONTOSE 2010: 63-74 - [c34]Angélica García Gutiérrez, Peter Baumann:
Using Preaggregation to Speed Up Scaling Operations on Massive Spatio-temporal Data. ER 2010: 188-201 - [c33]Michael Owonibi, Peter Baumann:
A cost model for distributed coverage processing services. GIS-HPDGIS 2010: 19-26 - [c32]Peter Baumann:
Beyond rasters: introducing the new OGC web coverage service 2.0. GIS 2010: 320-329 - [c31]Peter Baumann, Shams Feyzabadi, Constantin Jucovschi:
Putting Pixels in Place: A Storage Layout Language for Scientific Data. ICDM Workshops 2010: 194-201 - [c30]Peter Baumann:
Language-Based Enforcement of Access Constraints on Geoscientific Image Data. ICDM Workshops 2010: 450-457 - [c29]Michael Owonibi, Peter Baumann:
Heuristic geo query decomposition and orchestration in a SOA. iiWAS 2010: 890-894 - [c28]Andrei Aiordachioaie, Peter Baumann:
PetaScope: An Open-Source Implementation of the OGC WCS Geo Service Standards Suite. SSDBM 2010: 160-168
2000 – 2009
- 2009
- [j4]Peter Baumann:
Language-Based Access to Large Sensor Repositories. Sensors 9(4): 2926-2943 (2009) - [c27]Peter Baumann, Constantin Jucovschi, Sorin Stancu-Mara:
Efficient Map Portrayal Using a General-Purpose Query Language. DEXA 2009: 153-163 - [c26]Peter Baumann:
Designing a Geo-scientific Request Language - A Database Approach. SSDBM 2009: 56-73 - 2008
- [j3]Peter Baumann:
Konzeptuelle Modellierung von Geodiensten. Inform. Spektrum 31(5): 435-450 (2008) - [c25]Constantin Jucovschi, Peter Baumann, Sorin Stancu-Mara:
Speeding up Array Query Processing by Just-In-Time Compilation. ICDM Workshops 2008: 408-413 - [c24]Sorin Stancu-Mara, Peter Baumann:
A comparative benchmark of large objects in relational databases. IDEAS 2008: 277-284 - 2007
- [c23]Peter Baumann:
Status and Prospects in Geo Raster Service Standardization. EnviroInfo (1) 2007: 523-530 - [c22]Angélica García Gutiérrez, Peter Baumann:
Modeling Fundamental Geo-Raster Operations with Array Algebra. ICDM Workshops 2007: 607-612 - 2006
- [c21]Peter Baumann:
Large-Scale Earth Science Services: A Case for Databases. ER (Workshops) 2006: 75-84 - 2005
- [r1]Peter Baumann:
Raster Databases. Encyclopedia of Database Technologies and Applications 2005: 517-523 - 2004
- [j2]Andrei Pisarev, Ekaterina Poustelnikova, Maria Samsonova, Peter Baumann:
Erratum to "Mooshka: a system for the management of multidimensional gene expression data in situ": [Information Systems 28(4) (2003) 269-285]. Inf. Syst. 29(1): 93 (2004) - 2003
- [j1]Andrei Pisarev, Ekaterina Poustelnikova, Maria Samsonova, Peter Baumann:
Mooshka: a system for the management of multidimensional gene expression data in situ. Inf. Syst. 28(4): 269-285 (2003) - [c20]Peter Baumann:
Large-Scale, Standards-Based Earth Observation Imagery and Web Mapping Services. VLDB 2003: 1141-1144 - 2002
- [c19]Bernd Reiner, Karl Hahn, Gabriele Höfling, Peter Baumann:
Hierarchical Storage Support and Management for Large-Scale Multidimensional Array Database Management Systems. DEXA 2002: 689-700 - [c18]Karl Hahn, Bernd Reiner, Gabriele Höfling, Peter Baumann:
Parallel Query Support for Multidimensional Data: Inter-object Parallelism. DEXA 2002: 820-830 - 2001
- [c17]Peter Baumann:
Web-Enabled Raster GIS Services for Large Image and Map Databases. DEXA Workshop 2001: 870-874 - [c16]Peter Baumann:
Grid Services for Fast Retrieval on Large Multidimensional Databases. HPCN Europe 2001: 721-730 - 2000
- [c15]Andreas Dehmel, Peter Baumann:
Visualizing Multidimensional Raster Data with rView. DEXA Workshop 2000: 677-685
1990 – 1999
- 1999
- [c14]Paula Furtado, Peter Baumann:
Storage of Multidimensional Arrays Based on Arbitrary Tiling. ICDE 1999: 480-489 - [c13]Norbert Widmann, Peter Baumann:
Performance Evaluation of Multidimensional Array Storage Techniques in Databases. IDEAS 1999: 385-389 - [c12]Peter Baumann:
A Database Array Algebra for Spatio-Temporal Data and Beyond. NGITS 1999: 76-93 - [c11]Peter Baumann, Andreas Dehmel, Paula Furtado, Roland Ritsch, Norbert Widmann:
Spatio-Temporal Retrieval with RasDaMan. VLDB 1999: 746-749 - 1998
- [c10]Paolo Marques, Paula Furtado, Peter Baumann:
An Efficient Strategy for Tiling Multidimensional OLAP Data Cubes. Workshop Data Mining und Data Warehousing 1998: 13-24 - [c9]Peter Baumann, Andreas Dehmel, Paula Furtado, Roland Ritsch, Norbert Widmann:
The Multidimensional Database System RasDaMan. SIGMOD Conference 1998: 575-577 - [c8]Norbert Widmann, Peter Baumann:
Efficient Execution of Operations in a DBMS for Multidimensional Arrays. SSDBM 1998: 155-165 - 1997
- [c7]Peter Baumann, Paula Furtado, Roland Ritsch, Norbert Widmann:
Anfrageformulierung und Ablage dimensionsbehafteter Daten in RasDaMan. BTW 1997: 261-268 - [c6]Norbert Widmann, Peter Baumann:
Towards Comprehensive Database Support for Geoscientific Raster Data. ACM-GIS 1997: 54-57 - [c5]Paula Furtado, Roland Ritsch, Norbert Widmann, Peter Zoller, Peter Baumann:
Object-Oriented Design of a Database Engine for Multidimensional Discrete Data. OOIS 1997: 411-421 - [c4]Peter Baumann, Paula Furtado, Roland Ritsch, Norbert Widmann:
The RasDaMan approach to multidimensional database management. SAC 1997: 166-173 - [c3]Peter Baumann, Paula Furtado, Roland Ritsch, Norbert Widmann:
Geo/Environmental and Medical Data Management in the RasDaMan System. VLDB 1997: 548-552 - 1993
- [c2]Peter Baumann:
Database Support for Multidimensional Discrete Data. SSD 1993: 191-206
1980 – 1989
- 1988
- [c1]Peter Baumann:
A Formal Specification of a Boundary Representation. Eurographics 1988
Coauthor Index
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