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Exploring Methods for Comparing Similarity of Dimensionally Inconsistent Multivariate Numerical Data.

, , , and . HPCC/SmartCity/DSS, page 1528-1535. IEEE, (2018)

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Multi agent system approach for vulnerability analysis of online social network profiles over time., , , , and . I. J. Knowledge and Web Intelligence, 3 (3): 256-286 (2012)The Importance of Scaling in Data Mining for Toxicity Prediction., , , and . Journal of Chemical Information and Computer Sciences, 42 (5): 1250-1255 (2002)Towards a Data Quality Framework for Heterogeneous Data, , , and . (2017)Every industry has significant data output as a product of their working process, and with the recent advent of big data mining and integrated data warehousing it is the case for a robust methodology for assessing the quality for sustainable and consistent processing. In this paper a review is conducted on Data Quality (DQ) in multiple domains in order to propose connections between their methodologies. This critical review suggests that within the process of DQ assessment of heterogeneous data sets, not often are they treated as separate types of data in need of an alternate data quality assessment framework. We discuss the need for such a directed DQ framework and the opportunities that are foreseen in this research area and propose to address it through degrees of heterogeneity..Fuzzy Knnmodel Applied to Predictive Toxicology Data Mining., and . International Journal of Computational Intelligence and Applications, 5 (3): 321-334 (2005)Using Pareto points for model identification in predictive toxicology., , and . J. Cheminformatics, (2013)An Effective Combination of Multiple Classifiers for Toxicity Prediction., , , and . FSKD, volume 4223 of Lecture Notes in Computer Science, page 481-490. Springer, (2006)Combining Classifiers of Pesticides Toxicity through a Neuro-fuzzy Approach., , , and . Multiple Classifier Systems, volume 2364 of Lecture Notes in Computer Science, page 293-303. Springer, (2002)Robustness of Automotive SOTA: State-of-the-Art in Uncertainty Modelling., , , and . HPCC/SmartCity/DSS, page 1506-1513. IEEE, (2018)Integration strategies for toxicity data from an empirical perspective., and . UKCI, page 1-8. IEEE, (2014)Natural Scene Image Recognition by Fusing Weighted Colour Moments with Bag of Visual Patches on Spatial Pyramid Layout., , and . ISDA, page 140-145. IEEE Computer Society, (2009)