28 publication(s) trouvée(s)
Article scientifique
Mining and prioritization of association rules for big data: multi-criteria decision analysis approach
Data mining techniques and extracting patterns from large datasets play a vital role in knowledge discovery. Most of the decision …
Article scientifique
Mining and visualising contradictory data
Big datasets are often stored in flat files and can contain contradictory data. Contradictory data undermines the soundness of the …
Article scientifique
Dimensionality reduction and class prediction algorithm with application to microarray Big Data
The recent technology development in the concern of microarray experiments has provided many new potentialities in terms of simultaneous measurement. …
Article scientifique
A novel hybrid model based on Hodrick–Prescott filter and support vector regression algorithm for optimizing stock market price prediction
Predicting stock market price is considered as a challenging task of financial time series analysis, which is of great interest …
Article scientifique
Clustering categorical data based on the relational analysis approach and MapReduce
The traditional methods of clustering are unable to cope with the exploding volume of data that the world is currently …
Article scientifique
iiHadoop: an asynchronous distributed framework for incremental iterative computations
It is true that data is never static; it keeps growing and changing over time. New data is added and …
Article scientifique
Theory-driven or process-driven prediction? Epistemological challenges of big data analytics
Most scientists are accustomed to make predictions based on consolidated and accepted theories pertaining to the domain of prediction. However, …
Article scientifique
Big Data management in smart grid: concepts, requirements and implementation
A smart grid is an intelligent electricity grid that optimizes the generation, distribution and consumption of electricity through the introduction …
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