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Fusion Cubes

Alberto Abelló, Jérôme Darmont, Lorena Etcheverry, Matteo Golfarelli, Jose-Norberto Mazón, Felix Naumann, Torben Pedersen, Stefano Bach Rizzi, Juan Trujillo, Panos Vassiliadis, Gottfried Vossen
2013 International Journal of Data Warehousing and Mining  
., data that have a narrow focus on a specific business problem and, typically, a short lifespan for a small group of users.  ...  The goal of this paper is to present the framework we envision to support self-service business intelligence and the related research challenges; the underlying core idea is the notion of fusion cubes,  ...  The drill-beyond metaphor could be applied to every type of OLAP interface; in the following we will describe it in terms of the conceptual elements of a cube.  ... 
doi:10.4018/jdwm.2013040104 fatcat:zqwxkorlbna3tevevsigcirabi

The Austrian Semantic EO Data Cube Infrastructure

Martin Sudmanns, Hannah Augustin, Lucas van der Meer, Andrea Baraldi, Dirk Tiede
2021 Remote Sensing  
We demonstrate that explainable, knowledge-based big EO data analysis is possible via graphical semantic querying in EO data cubes.  ...  Users graphically create knowledge-based semantic models in a convergence-of-evidence approach, where color information is modelled a-priori as one property of semantic concepts, such as land cover entities  ...  Acknowledgments: We thank Steffen Reichel and Christian Werner for code contributions to the implementation. Conflicts of Interest: The authors declare no conflict of interest.  ... 
doi:10.3390/rs13234807 fatcat:bsgwl7hmi5bcfkkddjop4wvt4q

Data cube and cloud resources as platform for seamless geospatial computation

Giuliano Andrea Pagani, Luca Trani
2018 Proceedings of the 15th ACM International Conference on Computing Frontiers - CF '18  
This thesis has been submitted in fulfilment of the requirements for a postgraduate degree (e.g. PhD, MPhil, DClinPsychol) at the University of Edinburgh.  ...  A copy can be downloaded for personal non-commercial research or study, without prior permission or charge.  ...  Acknowledgements Acknowledging all those who influenced me while producing this thesis is a difficult  ... 
doi:10.1145/3203217.3205861 dblp:conf/cf/PaganiT18 fatcat:6dtd24cgibfx5ob3qkykfgbjvq

Automated Trauma Incident Cubes Analysis

Ankit Srivastava, Lisa Ferrigno, Stephen Kaminski, Xifeng Yan, Jianwen Su
2013 2013 IEEE International Conference on Healthcare Informatics  
We present a system to automate the process of creating "incident cubes" for all permutations of attributes in NTDB data model, and a querying framework for extracting information from cubes.  ...  A case study is used to illustrate that we can take advantage of the system to support trauma data analysis effectively and efficiently.  ...  Xiaoxi Yu who helped in the design and implemenation of the error detection language and engine.  ... 
doi:10.1109/ichi.2013.32 dblp:conf/ichi/SrivastavaFKYS13 fatcat:5zrdefkaa5ejrisitg6mbpxpra

The Australian Geoscience Data Cube — Foundations and lessons learned

Adam Lewis, Simon Oliver, Leo Lymburner, Ben Evans, Lesley Wyborn, Norman Mueller, Gregory Raevksi, Jeremy Hooke, Rob Woodcock, Joshua Sixsmith, Wenjun Wu, Peter Tan (+17 others)
2017 Remote Sensing of Environment  
Crown j o u r n a l h o m e p a g e : w w w . e l s e v i e r . c o m / l o c a t e / r s e allowing rapid and repeatable continental-scale analyses of Earth properties through space and time.  ...  that support time-series analysis, and collection management systems which track the provenance of each Data Cube product and formalise re-processing decisions; (2) the software environment used to manage  ...  The AGDC vision is of a 'Digital Earth' (Craglia et al., 2012) , composed of observations of the Earth's oceans, surface and subsurface taken through space and time and stored in a high performance computing  ... 
doi:10.1016/j.rse.2017.03.015 fatcat:7uomnzt5hnhzzjfbtl2p7s5lli

Regression Cubes with Lossless Compression and Aggregation

Yixin Chen, Guozhu Dong, Jiawei Han, Jian Pei, Benjamin W. Wah, Jianyong Wang
2006 IEEE Transactions on Knowledge and Data Engineering  
Existing algorithms for simple distributive and algebraic measures are inadequate for efficient computation of statistical measures in a multidimensional space.  ...  Our analytical and experimental studies show that the resulting system, regression cube, substantially reduces the memory usage and the overall response time for statistical analysis of multidimensional  ...  Louis, the US Department of Energy, US National Science Foundation, the University of Illinois, and Microsoft Research.  ... 
doi:10.1109/tkde.2006.196 fatcat:bh62cigaczekjgm6axle7fxtc4

Topic Cube: Topic Modeling for OLAP on Multidimensional Text Databases [chapter]

Duo Zhang, Chengxiang Zhai, Jiawei Han
2009 Proceedings of the 2009 SIAM International Conference on Data Mining  
In this paper, we propose a new data model called topic cube to combine OLAP with probabilistic topic modeling and enable OLAP on the dimension of text data in a multidimensional text database.  ...  Topic cube extends the traditional data cube to cope with a topic hierarchy and store probabilistic content measures of text documents learned through a probabilistic topic model.  ...  Acknowledgment We sincerely thank the anonymous reviewers for their comprehensive and constructive comments. The work was supported in part by NASA grant NNX08AC35A, the U.S.  ... 
doi:10.1137/1.9781611972795.96 dblp:conf/sdm/ZhangZH09 fatcat:5jwos3sgvnekzkmfrbr634ty5y

Topic modeling for OLAP on multidimensional text databases: topic cube and its applications

Duo Zhang, ChengXiang Zhai, Jiawei Han, Ashok Srivastava, Nikunj Oza
2009 Statistical analysis and data mining  
In this paper, we propose a new data model called topic cube to combine OLAP with probabilistic topic modeling and enable OLAP on the dimension of text data in a multidimensional text database.  ...  Topic cube extends the traditional data cube to cope with a topic hierarchy and store probabilistic content measures of text documents learned through a probabilistic topic model.  ...  National Science Foundation grants IIS-0842769, IIS-0713571 and IIS-0713581, and the Air Force Office of Scientific Research MURI award FA9550-08-1-0265.  ... 
doi:10.1002/sam.10059 fatcat:b7mpn3tahrg4dna4y7yymeo56y

Beyond One-Dimensional Portraits: A Synoptic Approach to the Visual Analysis of Biography Data

Florian Windhager, Matthias Schlögl, Maximilian Kaiser, Ágoston Zénó Bernád, Saminu Salisu, Eva Mayr
2017 Conference on Biographical Data in a Digital World  
coordinated multiple views, animation, layer superimposition, layer juxtaposition, and space-time cube representations.  ...  This visual framework is open for other fields of application like prosopographical research, digital history, or many other time-oriented arts and humanities data domains.  ...  Acknowledgements This research was supported by a grant from the Austrian Science Fund (FWF), project number P28363-G24. References APIS project (2018  ... 
dblp:conf/bd/WindhagerSKBSM17 fatcat:htgq63rtvrcqzhdhwhfbvns3q4

Video Adaptation: Concepts, Technologies, and Open Issues

Shih-Fu Chang, A. Vetro
2005 Proceedings of the IEEE  
There has been a vast amount of activity in research and standard development in this area.  ...  Video adaptation is an emerging field that offers a rich body of techniques for answering challenging questions in pervasive media applications.  ...  ACKNOWLEDGMENT The authors would like to thank the anonymous reviewers for their valuable input as well as Y. Wang and A. Huang for their editorial help.  ... 
doi:10.1109/jproc.2004.839600 fatcat:zat37yg42jberki6aozdoejapu

Using Concrete Scales: A Practical Framework for Effective Visual Depiction of Complex Measures

Fanny Chevalier, Romain Vuillemot, Guia Gali
2013 IEEE Transactions on Visualization and Computer Graphics  
We attempt to fill this void by introducing a novel framework that would serve as a practical guide for their analysis and design.  ...  Informed by a thorough analysis of graphic compositions involving complex measures and an extensive literature review of scale cognition mechanisms, our framework outlines the design space of various measure  ...  For the purposes of our framework, we have limited our analysis to pictorial representations of objects-in opposition to visual marks in charts-and their associated object-to-space and objectto-object  ... 
doi:10.1109/tvcg.2013.210 pmid:24051809 fatcat:3sndjt42snfl3ns5ct6nm67kki

D6.2 Annual report on EOSC operation

Pedro Goncalves, Raul Palma
2022 Zenodo  
and their status, as well as a report of the helpdesk activities.  ...  This report documents the activities undertaken in the past 12 months to offer the project services through the EOSC delivery channels, including the technical and service provisioning integration activities  ...  Once logged in, the non-expert user can discover data cube resources (Figure 12 -middle): once a data cube resource is selected, the user can explore and visualise the content of the data cube in space  ... 
doi:10.5281/zenodo.6261091 fatcat:6v6ks3abcnavfdysvn4vjufxfi

Exploring and linking biomedical resources through multidimensional semantic spaces

Rafael Berlanga, Ernesto Jiménez-Ruiz, Victoria Nebot
2011 BMC Bioinformatics  
In this paper, we propose a multidimensional representation for such a semantic space, where dimensions regard the different perspectives in biomedical research (e.g., population, disease, anatomy and  ...  The semantic integration of biomedical resources is still a challenging issue which is required for effective information processing and data analysis.  ...  This article has been published as part of BMC Bioinformatics Volume 13 Supplement 1, 2012: Semantic Web Applications and Tools for Life Sciences (SWAT4LS) 2010.  ... 
doi:10.1186/1471-2105-13-s1-s6 pmid:22373409 pmcid:PMC3471347 fatcat:q4z3h3otzfel7lk3dvjqponspi

Finding an application-appropriate model for XML data warehouses

Franck Ravat, Olivier Teste, Ronan Tournier, Gilles Zurfluh
2010 Information Systems  
XML (Extensible Markup Language) is a flexible text format allowing the interchange and the representation of complex data.  ...  These are text-rich documents and are the electronic version of our traditional paper documents. They are not adapted for application to exchange information.  ...  For the problem of space and time consumption when assembling data warehouses, Zhang et al. [100] build a warehouse from distributed XML data.  ... 
doi:10.1016/j.is.2009.12.002 fatcat:2qeuwx3cx5a5fjxttaobsx2bdy

A model driven framework for geographic knowledge discovery

O. Glorio, J. Zubcoff, J. Trujillo
2009 2009 17th International Conference on Geoinformatics  
To overcome these pitfalls, in this paper, we propose a modeling framework that addresses the development of the different parts of a multilayer GKD process.  ...  However, the development of those systems is a complex task due to it does not follow a systematic, integrated and standard methodology.  ...  Mancha Ministry of Education and Science (Spain).  ... 
doi:10.1109/geoinformatics.2009.5293412 fatcat:kavn2236nbgv3pjpjf5nwzz2ka
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