, USA , pp. 77–80.
Mitchell, H.B. (2014). Data Fusion: Concepts and Ideas , Springer, Berlin/Heidelberg.
Ponti, M. (2011). Combining classifiers: From the creation of ensembles to the decision fusion, 2011 24th SIBGRAPI Conference on Graphics, Patterns, and Images Tutorials, Maceio, Alagoas, Brazil , pp. 1–10.
Rohlfing, T., Pfefferbaum, A., Sullivan, E. and Maurer, C. (2005). Information fusion in biomedical image analysis: Combinationofdata vs combination of interpretations, 19th International Conference on Information Processing in Medical
This paper presents two innovative evolutionary-neural systems based on feed-forward and recurrent neural networks used for quantitative analysis. These systems have been applied for approximation of phenol concentration. Their performance was compared against the conventional methods of artificial intelligence (artificial neural networks, fuzzy logic and genetic algorithms). The proposed systems are a combination of data preprocessing methods, genetic algorithms and the Levenberg-Marquardt (LM) algorithm used for learning feed forward and recurrent neural networks. The initial weights and biases of neural networks chosen by the use of a genetic algorithm are then tuned with an LM algorithm. The evaluation is made on the basis of accuracy and complexity criteria. The main advantage of proposed systems is the elimination of random selection of the network weights and biases, resulting in increased efficiency of the systems.
Mehdi Eshagh, Andenet A. Gedamu and Tulu B. Bedada
Sharifi, M. A., Romeshkani, M., Tenzer, R. (2017). On inversion of the second- and third-order gravitational tensors by Stokes’ integral formula for a regional gravity recovery, Stud. Geophys. Geod . 61, 453-468.
Sjöberg L.E. and Eshagh M. (2012). A theory on geoid modeling by spectral combinationofdata from satellite gravity gradiometry, terrestrial gravity and an Earth gravitational model, Acta Geod. Geophys. Hung ., 47, 1, 13-28.
Šprlák, M. and Novák, P. (2014) Integral transformations of gradiometric data onto GRACE type of observable
John L. Eltinge, Paul P. Biemer and Anders Holmberg
.pdf. (accessed February 12, 2013).
Sundgren, B. (2011). Towards a System of Official Statistics Based on a Coherent CombinationofData Sources, Including Surveys and Administrative Data. Available at: https://sites.google.com/site/bosundgren/my-life/Towardsasystemofofficialstatisticsbasedonacoherentcombinationofdatasources.doc?attredirects¼0. (accessed February 12, 2013).
The Open Group (2009). The Open Group Architecture Framework (TOGAF), Version 9.
The Open Group: San Francisco, CA. Available from: http
Discovery and Data Mining: 6th Pacific-Asia Conference, PAKDD 2002, Taipei, Taiwan. Springer: New York.
Chris, J. -S. L. & Chang, H. -C. (2011). The role of technology readiness in self-service technology acceptance. Managing Service Quality, 21(4), 424-444, http://dx.doi.org/10.1108/09604521111146289
D’Haena, J., Van den Poela, D. & Thorleuchterb, D. (2013). Predicting customer profitability during acquisition: Finding the optimal combinationofdata source and data mining technique. Expert Systems with Applications, 40(6), 2007-2012, http
Analysing Key Socio-Technical Systems for the Vulnerability and Resilience of Cities
Marc Wolfram and Rico Vogel
, the combinationofdata and its interpretation and exploration are less flexible and data exchange is time intensive, but the layers' implementation aligns well with the institutional setting and is therefore straightforward.
In distributed systems like service-oriented architectures (SOA) the business logic is provided by web services via a network. These web services bridge the gap between the data layer's resources and the presentation layer's applications. The SOA approach can improve the efficiency and workflow of an urban infostructure (e.g. INSPIRE 2008
through different strategies can be used for mutual “enrichment” ( Dowling/Lloyd/Suchet-Pearson 2016 ). Second, data accessibility was constrained because during the seed accelerator program, actors were rarely available due to the high workload and later they had relocated back to their original workplaces. A combinationofdata collection strategies thus enhanced availability to a considerable extent.
Data and cases
Location of data collection